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van Boven JFM, Lavorini F, Agh T, Sadatsafavi M, Patino O, Muresan B. Cost-Effectiveness and Impact on Health Care Utilization of Interventions to Improve Medication Adherence and Outcomes in Asthma and Chronic Obstructive Pulmonary Disease: A Systematic Literature Review. J Allergy Clin Immunol Pract 2024; 12:1228-1243. [PMID: 38182099 DOI: 10.1016/j.jaip.2023.12.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 12/08/2023] [Accepted: 12/27/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Poor adherence to asthma and chronic obstructive pulmonary disease maintenance therapies impairs health outcomes. Proven and cost-effective programs to promote adherence and persistence are not yet in regular widespread use. Implementation costs are a potential barrier to uptake of such programs. OBJECTIVE We undertook a systematic literature review and narrative synthesis of studies investigating the cost-effectiveness of treatment adherence-promoting programs or that determined their impact on health care budget directly or via health care resource use (HCRU). METHODS We identified relevant publications using Medline and PreMEDLINE (PubMed), Embase (Embase.com, Elsevier), and EconLit for publications between January 2000 and July 2021. We also searched clinical trial databases and selected conference proceedings. RESULTS Of 1,910 potentially relevant articles, 26 met prespecified inclusion criteria and underwent data extraction. Eleven reported a direct assessment of adherence, 15 included economic evaluations, and 17 described HCRU. None included an analysis of biologic medication use. When they were studied, interventions were often found to be highly cost-effective, with dominant incremental cost-effectiveness ratios in some cases. Reductions in direct costs and HCRU (health care visits, hospital admissions, and/or the use of medications, including add-on/reliever treatment and antibiotics) were frequently reported. Reported use of maintenance treatments improved in some studies. Counseling and/or digitally informed programs were used in all cases in which favorable outcomes were observed. CONCLUSIONS Adherence-promoting interventions are mostly cost-effective and often result in reduced HCRU and associated costs. Multidisciplinary care involving one-to-one advice and digitally enhanced communications appear to offer the greatest benefit.
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Affiliation(s)
- Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, Groningen Research Institute for Asthma and COPD, University Medical Centre Groningen, Groningen, University of Groningen, Groningen, The Netherlands.
| | - Federico Lavorini
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Tamas Agh
- Syreon Research Institute, Budapest, Hungary; Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pecs, Pecs, Hungary
| | - Mohsen Sadatsafavi
- Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Oliver Patino
- Teva Pharmaceuticals Europe BV, Amsterdam, The Netherlands
| | - Bogdan Muresan
- Teva Pharmaceuticals Europe BV, Amsterdam, The Netherlands
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Aaron SD, Montes de Oca M, Celli B, Bhatt SP, Bourbeau J, Criner GJ, DeMeo DL, Halpin DMG, Han MK, Hurst JR, Krishnan JK, Mannino D, van Boven JFM, Vogelmeier CF, Wedzicha JA, Yawn BP, Martinez FJ. Early Diagnosis and Treatment of Chronic Obstructive Pulmonary Disease: The Costs and Benefits of Case Finding. Am J Respir Crit Care Med 2024; 209:928-937. [PMID: 38358788 DOI: 10.1164/rccm.202311-2120pp] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 02/14/2024] [Indexed: 02/16/2024] Open
Affiliation(s)
- Shawn D Aaron
- The Ottawa Hospital Research Institute, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Maria Montes de Oca
- Universidad Central de Venezuela, Caracas, Venezuela
- Hospital Centro Médico de Caracas, Caracas, Venezuela
| | | | - Surya P Bhatt
- Pulmonary, Allergy and Critical Care Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Jean Bourbeau
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Gerard J Criner
- Lewis Katz School of Medicine at Temple University, Philadelphia, Pennsylvania
| | - Dawn L DeMeo
- Channing Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - David M G Halpin
- University of Exeter Medical School, University of Exeter, Exeter, United Kingdom
| | - MeiLan K Han
- Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, Michigan
| | - John R Hurst
- UCL Respiratory, University College London, London, United Kingdom
| | - Jamuna K Krishnan
- Division of Pulmonary and Critical Care, Weill Cornell Medicine, New York, New York
| | - David Mannino
- College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD, University of Groningen, Groningen, The Netherlands
| | - Claus F Vogelmeier
- Philipps-Universität Marburg, German Center for Lung Research, Marburg, Germany
| | - Jadwiga A Wedzicha
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Barbara P Yawn
- Department of Family Medicine and Community Health, University of Minnesota, Minneapolis, Minnesota; and
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Ledesma JR, Ma J, Zhang M, Basting AVL, Chu HT, Vongpradith A, Novotney A, LeGrand KE, Xu YY, Dai X, Nicholson SI, Stafford LK, Carter A, Ross JM, Abbastabar H, Abdoun M, Abdulah DM, Aboagye RG, Abolhassani H, Abrha WA, Abubaker Ali H, Abu-Gharbieh E, Aburuz S, Addo IY, Adepoju AV, Adhikari K, Adnani QES, Adra S, Afework A, Aghamiri S, Agyemang-Duah W, Ahinkorah BO, Ahmad D, Ahmad S, Ahmadzade AM, Ahmed H, Ahmed M, Ahmed A, Akinosoglou K, AL-Ahdal TMA, Alam N, Albashtawy M, AlBataineh MT, Al-Gheethi AAS, Ali A, Ali EA, Ali L, Ali Z, Ali SSS, Allel K, Altaf A, Al-Tawfiq JA, Alvis-Guzman N, Alvis-Zakzuk NJ, Amani R, Amusa GA, Amzat J, Andrews JR, Anil A, Anwer R, Aravkin AY, Areda D, Artamonov AA, Aruleba RT, Asemahagn MA, Atre SR, Aujayeb A, Azadi D, Azadnajafabad S, Azzam AY, Badar M, Badiye AD, Bagherieh S, Bahadorikhalili S, Baig AA, Banach M, Banik B, Bardhan M, Barqawi HJ, Basharat Z, Baskaran P, Basu S, Beiranvand M, Belete MA, Belew MA, Belgaumi UI, Beloukas A, Bettencourt PJG, Bhagavathula AS, Bhardwaj N, Bhardwaj P, Bhargava A, Bhat V, Bhatti JS, Bhatti GK, Bikbov B, Bitra VR, Bjegovic-Mikanovic V, Buonsenso D, Burkart K, Bustanji Y, Butt ZA, Camargos P, Cao Y, Carr S, Carvalho F, Cegolon L, Cenderadewi M, Cevik M, Chahine Y, Chattu VK, Ching PR, Chopra H, Chung E, Claassens MM, Coberly K, Cruz-Martins N, Dabo B, Dadana S, Dadras O, Darban I, Darega Gela J, Darwesh AM, Dashti M, Demessa BH, Demisse B, Demissie S, Derese AMA, Deribe K, Desai HD, Devanbu VGC, Dhali A, Dhama K, Dhingra S, Do THP, Dongarwar D, Dsouza HL, Dube J, Dziedzic AM, Ed-Dra A, Efendi F, Effendi DE, Eftekharimehrabad A, Ekadinata N, Ekundayo TC, Elhadi M, Elilo LT, Emeto TI, Engelbert Bain L, Fagbamigbe AF, Fahim A, Feizkhah A, Fetensa G, Fischer F, Gaipov A, Gandhi AP, Gautam RK, Gebregergis MW, Gebrehiwot M, Gebrekidan KG, Ghaffari K, Ghassemi F, Ghazy RM, Goodridge A, Goyal A, Guan SY, Gudeta MD, Guled RA, Gultom NB, Gupta VB, Gupta VK, Gupta S, Hagins H, Hailu SG, Hailu WB, Hamidi S, Hanif A, Harapan H, Hasan RS, Hassan S, Haubold J, Hezam K, Hong SH, Horita N, Hossain MB, Hosseinzadeh M, Hostiuc M, Hostiuc S, Huynh HH, Ibitoye SE, Ikuta KS, Ilic IM, Ilic MD, Islam MR, Ismail NE, Ismail F, Jafarzadeh A, Jakovljevic M, Jalili M, Janodia MD, Jomehzadeh N, Jonas JB, Joseph N, Joshua CE, Kabir Z, Kamble BD, Kanchan T, Kandel H, Kanmodi KK, Kantar RS, Karaye IM, Karimi Behnagh A, Kassa GG, Kaur RJ, Kaur N, Khajuria H, Khamesipour F, Khan YH, Khan MN, Khan Suheb MZ, Khatab K, Khatami F, Kim MS, Kosen S, Koul PA, Koulmane Laxminarayana SL, Krishan K, Kucuk Bicer B, Kuddus MA, Kulimbet M, Kumar N, Lal DK, Landires I, Latief K, Le TDT, Le TTT, Ledda C, Lee M, Lee SW, Lerango TL, Lim SS, Liu C, Liu X, Lopukhov PD, Luo H, Lv H, Mahajan PB, Mahboobipour AA, Majeed A, Malakan Rad E, Malhotra K, Malik MSA, Malinga LA, Mallhi TH, Manilal A, Martinez-Guerra BA, Martins-Melo FR, Marzo RR, Masoumi-Asl H, Mathur V, Maude RJ, Mehrotra R, Memish ZA, Mendoza W, Menezes RG, Merza MA, Mestrovic T, Mhlanga L, Misra S, Misra AK, Mithra P, Moazen B, Mohammed H, Mokdad AH, Monasta L, Moore CE, Mousavi P, Mulita F, Musaigwa F, Muthusamy R, Nagarajan AJ, Naghavi P, Naik GR, Naik G, Nair S, Nair TS, Natto ZS, Nayak BP, Negash H, Nguyen DH, Nguyen VT, Niazi RK, Nnaji CA, Nnyanzi LA, Noman EA, Nomura S, Oancea B, Obamiro KO, Odetokun IA, Odo DBO, Odukoya OO, Oh IH, Okereke CO, Okonji OC, Oren E, Ortiz-Brizuela E, Osuagwu UL, Ouyahia A, P A MP, Parija PP, Parikh RR, Park S, Parthasarathi A, Patil S, Pawar S, Peng M, Pepito VCF, Peprah P, Perdigão J, Perico N, Pham HT, Postma MJ, Prabhu ARA, Prasad M, Prashant A, Prates EJS, Rahim F, Rahman M, Rahman MA, Rahmati M, Rajaa S, Ramasamy SK, Rao IR, Rao SJ, Rapaka D, Rashid AM, Ratan ZA, Ravikumar N, Rawaf S, Reddy MMRK, Redwan EMM, Remuzzi G, Reyes LF, Rezaei N, Rezaeian M, Rezahosseini O, Rodrigues M, Roy P, Ruela GDA, Sabour S, Saddik B, Saeed U, Safi SZ, Saheb Sharif-Askari N, Saheb Sharif-Askari F, Sahebkar A, Sahiledengle B, Sahoo SS, Salam N, Salami AA, Saleem S, Saleh MA, Samadi Kafil H, Samadzadeh S, Samodra YL, Sanjeev RK, Saravanan A, Sawyer SM, Selvaraj S, Senapati S, Senthilkumaran S, Shah PA, Shahid S, Shaikh MA, Sham S, Shamshirgaran MA, Shanawaz M, Sharath M, Sherchan SP, Shetty RS, Shirzad-Aski H, Shittu A, Siddig EE, Silva JP, Singh S, Singh P, Singh H, Singh JA, Siraj MS, Siswanto S, Solanki R, Solomon Y, Soriano JB, Sreeramareddy CT, Srivastava VK, Steiropoulos P, Swain CK, Tabuchi T, Tampa M, Tamuzi JJLL, Tat NY, Tavakoli Oliaee R, Teklay G, Tesfaye EG, Tessema B, Thangaraju P, Thapar R, Thum CCC, Ticoalu JHV, Tleyjeh IM, Tobe-Gai R, Toma TM, Tram KH, Udoakang AJ, Umar TP, Umeokonkwo CD, Vahabi SM, Vaithinathan AG, van Boven JFM, Varthya SB, Wang Z, Warsame MSA, Westerman R, Wonde TE, Yaghoubi S, Yi S, Yiğit V, Yon DK, Yonemoto N, Yu C, Zakham F, Zangiabadian M, Zeukeng F, Zhang H, Zhao Y, Zheng P, Zielińska M, Salomon JA, Reiner Jr RC, Naghavi M, Vos T, Hay SI, Murray CJL, Kyu HH. Global, regional, and national age-specific progress towards the 2020 milestones of the WHO End TB Strategy: a systematic analysis for the Global Burden of Disease Study 2021. Lancet Infect Dis 2024:S1473-3099(24)00007-0. [PMID: 38518787 DOI: 10.1016/s1473-3099(24)00007-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 12/09/2023] [Accepted: 01/08/2024] [Indexed: 03/24/2024]
Abstract
BACKGROUND Global evaluations of the progress towards the WHO End TB Strategy 2020 interim milestones on mortality (35% reduction) and incidence (20% reduction) have not been age specific. We aimed to assess global, regional, and national-level burdens of and trends in tuberculosis and its risk factors across five separate age groups, from 1990 to 2021, and to report on age-specific progress between 2015 and 2020. METHODS We used the Global Burden of Diseases, Injuries, and Risk Factors Study 2021 (GBD 2021) analytical framework to compute age-specific tuberculosis mortality and incidence estimates for 204 countries and territories (1990-2021 inclusive). We quantified tuberculosis mortality among individuals without HIV co-infection using 22 603 site-years of vital registration data, 1718 site-years of verbal autopsy data, 825 site-years of sample-based vital registration data, 680 site-years of mortality surveillance data, and 9 site-years of minimally invasive tissue sample (MITS) diagnoses data as inputs into the Cause of Death Ensemble modelling platform. Age-specific HIV and tuberculosis deaths were established with a population attributable fraction approach. We analysed all available population-based data sources, including prevalence surveys, annual case notifications, tuberculin surveys, and tuberculosis mortality, in DisMod-MR 2.1 to produce internally consistent age-specific estimates of tuberculosis incidence, prevalence, and mortality. We also estimated age-specific tuberculosis mortality without HIV co-infection that is attributable to the independent and combined effects of three risk factors (smoking, alcohol use, and diabetes). As a secondary analysis, we examined the potential impact of the COVID-19 pandemic on tuberculosis mortality without HIV co-infection by comparing expected tuberculosis deaths, modelled with trends in tuberculosis deaths from 2015 to 2019 in vital registration data, with observed tuberculosis deaths in 2020 and 2021 for countries with available cause-specific mortality data. FINDINGS We estimated 9·40 million (95% uncertainty interval [UI] 8·36 to 10·5) tuberculosis incident cases and 1·35 million (1·23 to 1·52) deaths due to tuberculosis in 2021. At the global level, the all-age tuberculosis incidence rate declined by 6·26% (5·27 to 7·25) between 2015 and 2020 (the WHO End TB strategy evaluation period). 15 of 204 countries achieved a 20% decrease in all-age tuberculosis incidence between 2015 and 2020, eight of which were in western sub-Saharan Africa. When stratified by age, global tuberculosis incidence rates decreased by 16·5% (14·8 to 18·4) in children younger than 5 years, 16·2% (14·2 to 17·9) in those aged 5-14 years, 6·29% (5·05 to 7·70) in those aged 15-49 years, 5·72% (4·02 to 7·39) in those aged 50-69 years, and 8·48% (6·74 to 10·4) in those aged 70 years and older, from 2015 to 2020. Global tuberculosis deaths decreased by 11·9% (5·77 to 17·0) from 2015 to 2020. 17 countries attained a 35% reduction in deaths due to tuberculosis between 2015 and 2020, most of which were in eastern Europe (six countries) and central Europe (four countries). There was variable progress by age: a 35·3% (26·7 to 41·7) decrease in tuberculosis deaths in children younger than 5 years, a 29·5% (25·5 to 34·1) decrease in those aged 5-14 years, a 15·2% (10·0 to 20·2) decrease in those aged 15-49 years, a 7·97% (0·472 to 14·1) decrease in those aged 50-69 years, and a 3·29% (-5·56 to 9·07) decrease in those aged 70 years and older. Removing the combined effects of the three attributable risk factors would have reduced the number of all-age tuberculosis deaths from 1·39 million (1·28 to 1·54) to 1·00 million (0·703 to 1·23) in 2020, representing a 36·5% (21·5 to 54·8) reduction in tuberculosis deaths compared to those observed in 2015. 41 countries were included in our analysis of the impact of the COVID-19 pandemic on tuberculosis deaths without HIV co-infection in 2020, and 20 countries were included in the analysis for 2021. In 2020, 50 900 (95% CI 49 700 to 52 400) deaths were expected across all ages, compared to an observed 45 500 deaths, corresponding to 5340 (4070 to 6920) fewer deaths; in 2021, 39 600 (38 300 to 41 100) deaths were expected across all ages compared to an observed 39 000 deaths, corresponding to 657 (-713 to 2180) fewer deaths. INTERPRETATION Despite accelerated progress in reducing the global burden of tuberculosis in the past decade, the world did not attain the first interim milestones of the WHO End TB Strategy in 2020. The pace of decline has been unequal with respect to age, with older adults (ie, those aged >50 years) having the slowest progress. As countries refine their national tuberculosis programmes and recalibrate for achieving the 2035 targets, they could consider learning from the strategies of countries that achieved the 2020 milestones, as well as consider targeted interventions to improve outcomes in older age groups. FUNDING Bill & Melinda Gates Foundation.
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van Boven JFM, Kocks JWH, Dierick BJH. Digital Inhaler Implementation in Daily Asthma Management: Who, When, and How? J Allergy Clin Immunol Pract 2024; 12:396-398. [PMID: 38336396 DOI: 10.1016/j.jaip.2023.12.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 12/15/2023] [Indexed: 02/12/2024]
Affiliation(s)
- Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands; Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands.
| | - Janwillem W H Kocks
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands; Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands; General Practitioners Research Institute, Groningen, The Netherlands; Observational and Pragmatic Research Institute, Singapore, Singapore; Department of Pulmonary Diseases and Tuberculosis, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Boudewijn J H Dierick
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
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Emamipour S, van Dijk PR, Bilo HJ, Edens MA, van der Galiën O, Postma MJ, Feenstra TL, van Boven JFM. Personalizing the Use of a Intermittently Scanned Continuous Glucose Monitoring Device in Individuals With Type 1 Diabetes: A Cost-Effectiveness Perspective in the Netherlands (FLARE-NL 9). J Diabetes Sci Technol 2024; 18:135-142. [PMID: 35815617 PMCID: PMC10899850 DOI: 10.1177/19322968221109841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
AIMS Intermittently scanned continuous glucose monitoring (isCGM) is a method to monitor glucose concentrations without using a finger prick. Among persons with type 1 diabetes (T1D), isCGM results in improved glycemic control, less disease burden and improved health-related quality of life (HRQoL). However, it is not clear for which subgroups of patients isCGM is cost-effective. We aimed to provide a real-world cost-effectiveness perspective. METHODS We used clinical data from a 1-year nationwide Dutch prospective observational study (N = 381) and linked these to insurance records. Health-related quality of life was assessed with the EQ-5D-3L questionnaire. Individuals were categorized into 4 subgroups: (1) frequent hypoglycemic events (58%), (2) HbA1c > 70 mmol/mol (8.5%) (19%), (3) occupation that requires avoiding finger pricks and/or hypoglycemia (5%), and (4) multiple indications (18%). Comparing costs and outcomes 12 months before and after isCGM initiation, incremental cost-effectiveness ratios (ICERs) were calculated for the total cohort and each subgroup from a societal perspective (including healthcare and productivity loss costs) at the willingness to pay of €50,000 per quality-adjusted life year (QALY) gained. RESULTS From a societal perspective, isCGM was dominant in all subgroups (ie higher HRQoL gain with lower costs) except for subgroup 1. From a healthcare payer perspective, the probabilities of isCGM being cost-effective were 16%, 9%, 30%, 98%, and 65% for the total cohort and subgroup 1, 2, 3, and 4, respectively. Most sensitivity analyses confirmed these findings. CONCLUSIONS Comparing subgroups of isCGM users allows to prioritize them based on cost-effectiveness. The most cost-effective subgroup was occupation-related indications, followed by multiple indications, high HbA1c and the frequent hypoglycemic events subgroups. However, controlled studies with larger sample size are needed to draw definitive conclusions.
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Affiliation(s)
- Sajad Emamipour
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Peter R. van Dijk
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Henk J.G. Bilo
- Diabetes Centre, Isala, Zwolle, The Netherlands
- Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Mireille A. Edens
- Department of Innovation and Science, Isala, Zwolle, The Netherlands
| | | | - Maarten J. Postma
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Economics, Econometrics and Finance, Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands
| | - Talitha L. Feenstra
- Groningen Research Institute of Pharmacy, Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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te Paske R, van Dijk L, Yilmaz S, Linn AJ, van Boven JFM, Vervloet M. Factors Associated with Patient Trust in the Pharmacy Team: Findings from a Mixed Method Study Involving Patients with Asthma & COPD. Patient Prefer Adherence 2023; 17:3391-3401. [PMID: 38111692 PMCID: PMC10726757 DOI: 10.2147/ppa.s429969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 12/05/2023] [Indexed: 12/20/2023] Open
Abstract
Purpose The pharmacy team has been shifting its role from primarily dispensing medications to providing patient-centred pharmaceutical care. Establishing a trust relation between the pharmacy team and their patients is fundamental for this new role. This study aimed to (i) identify the level of trust in the pharmacy team among patients with asthma and/or COPD, (ii) assess whether the level of trust patients have in pharmacists differs from their trust in pharmacy technicians, and (iii) identify factors that contribute to building trust in the pharmacy team. Patients and Methods First, a focus group with six patients with asthma and/or COPD was conducted to explore which aspects they considered significant for establishing trust in the pharmacy team. Subsequently, these insights were used to develop an online questionnaire. A link to the online questionnaire was distributed among patients with asthma and/or COPD. Data were analysed using exploratory factor analyses to identify underlying constructs for trust. Regression analyses were conducted to evaluate whether these constructs affected trust (scale 1-10) in the pharmacy team. Results A total of 290 patients completed the questionnaire. On average, they rated their trust in the pharmacy team with a score of 7.4 out of 10 (SD: 1.5), almost identical to their trust in the pharmacist and pharmacy technician. Patient trust in pharmacy teams is influenced by their perception of engagement, expertise in medication-related matters, and effective communication. Conclusion Trust in the pharmacy team was observed as moderately high, indicating that there is room for improvement. Due to the changing role of the pharmacy team, its members should strive to enhance their patient-centred skills ensuring ongoing efforts to build and maintain trust with patients.
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Affiliation(s)
- Roland te Paske
- Department of Healthcare from the Perspective of Patients, Clients and Citizens, Nivel (Netherlands Institute for Health Services Research), Utrecht, the Netherlands
- Groningen Research Institute of Pharmacy, Unit of Pharmacotherapy, - Epidemiology & -Economics, University of Groningen, Groningen, the Netherlands
| | - Liset van Dijk
- Department of Healthcare from the Perspective of Patients, Clients and Citizens, Nivel (Netherlands Institute for Health Services Research), Utrecht, the Netherlands
- Groningen Research Institute of Pharmacy, Unit of Pharmacotherapy, - Epidemiology & -Economics, University of Groningen, Groningen, the Netherlands
| | - Selina Yilmaz
- Groningen Research Institute of Pharmacy, Unit of Pharmacotherapy, - Epidemiology & -Economics, University of Groningen, Groningen, the Netherlands
| | - Annemiek J Linn
- Amsterdam School of Communication Research, University of Amsterdam, Amsterdam, the Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Marcia Vervloet
- Department of Healthcare from the Perspective of Patients, Clients and Citizens, Nivel (Netherlands Institute for Health Services Research), Utrecht, the Netherlands
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Iskandar D, Pradipta IS, Anggriani A, Postma MJ, van Boven JFM. Multidisciplinary tuberculosis care: leveraging the role of hospital pharmacists. BMJ Open Respir Res 2023; 10:e001887. [PMID: 37949612 PMCID: PMC10649469 DOI: 10.1136/bmjresp-2023-001887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 10/31/2023] [Indexed: 11/12/2023] Open
Abstract
INTRODUCTION Optimal pharmacological treatment of tuberculosis (TB) requires a multidisciplinary team, yet the hospital pharmacist's role is unclear. We aimed to analyse hospital pharmacist-provided clinical pharmacy services (CPS) implementation in TB care. METHOD A nationwide survey-based online cross-sectional study was conducted on hospital pharmacists in Indonesia from 1 November 2022 to 22 November 2022. Outcomes were the extent of pharmacists' involvement in multidisciplinary TB care, TB-related CPS provided and views on TB-related CPS. The probability of pharmacists' involvement in multidisciplinary TB teams was assessed using logistic regression. RESULTS In total, 439 pharmacists (mean age 31.2±6.22 years, 78% female) completed the survey. Thirty-six per cent were part of multidisciplinary TB care, and 23% had TB-related tasks. Adherence monitoring (90%) and drug use evaluation (86%) were the most conducted TB-related CPS. Pharmacists' views on TB-related CPS implementation were generally positive, except for financial incentives. Work experience (OR 1.99, 95% CI 1.09 to 3.61), ever received TB-related training (OR 3.51, 95% CI 2.03 to 6.14) and specific assignments to provide TB-related CPS (OR 8.42, 95% CI 4.99 to 14.59) significantly increased pharmacist involvement in multidisciplinary TB care. CONCLUSION Around one-third of hospital pharmacists are part of multidisciplinary TB care, with medication adherence and drug use monitoring as primary tasks. Pharmacists' experience, training, assignment to provide TB-related CPS and financial incentives are key elements for further implementation in multidisciplinary TB care. Pharmacists should proactively support current TB care and conduct operational research, sharing data with healthcare peers and fostering a collaborative multidisciplinary TB care team.
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Affiliation(s)
- Deni Iskandar
- Unit of Global Health, Department of Health Sciences, University of Groningen, University Medical Center, Groningen, The Netherlands
- Faculty of Pharmacy, Bhakti Kencana University, Bandung, Indonesia
| | - Ivan S Pradipta
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Padjadjaran University, Bandung, Indonesia
- Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Bandung, Indonesia
- Indonesian Tuberculosis Research Network/JetSet TB, Bandung, Indonesia
| | - Ani Anggriani
- Faculty of Pharmacy, Bhakti Kencana University, Bandung, Indonesia
| | - Maarten J Postma
- Unit of Global Health, Department of Health Sciences, University of Groningen, University Medical Center, Groningen, The Netherlands
- Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Bandung, Indonesia
- Research Institute Science in Healthy Aging and healthcaRE (SHARE), University of Groningen, University Medical Center, Groningen, The Netherlands
- Department of Economics, Econometrics & Finance, Faculty of Economic & Business, University of Groningen, Groningen, Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, University of Groningen, University Medical Center, Groningen, The Netherlands
- Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center, Groningen, The Netherlands
- Center for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, Australia
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8
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Te Paske R, Vervloet M, Linn AJ, Brabers AEM, van Boven JFM, van Dijk L. The impact of trust in healthcare and medication, and beliefs about medication on medication adherence in a Dutch medication-using population. J Psychosom Res 2023; 174:111472. [PMID: 37741115 DOI: 10.1016/j.jpsychores.2023.111472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 08/17/2023] [Accepted: 08/19/2023] [Indexed: 09/25/2023]
Abstract
INTRODUCTION Trust in healthcare and medication, defined as feelings of reassurance and confidence in the healthcare system or medication, may be a key prerequisite before engaging in the use of medication. However, earlier studies have focussed on beliefs about medication rather than trust as predictors of medication adherence. This study therefore aims to simultaneously explore the relationship of trust in healthcare, medication and beliefs about medication, with medication adherence. METHODS In a cross-sectional study, an online questionnaire was sent out to 1500 members of the Dutch Health Care Consumer Panel of Nivel in November 2018. Respondents were asked to grade their level of trust in healthcare and medication (scale 1-10). The Beliefs About Medicines Questionnaire (BMQ) for general and specific medication beliefs was used to address beliefs, the Medication Adherence Report Scale (MARS-5) to measure medication adherence. Data were analysed using structural equation modelling (SEM) with a backward stepwise approach. Out of 753 people that completed the questionnaire, 407 people used prescription medication and were included in the analyses. RESULTS A positive association between trust in medication and medication adherence was found (0.044, p < 0.05). BMQ subscales Overuse (-0.083, p < 0.05), Necessity (0.075, p < 0.05) and Concerns (-0.134, p < 0.01) related with medication adherence. BMQ subscale Harm did not relate to medication adherence. CONCLUSION Trust in medication and beliefs about medication were both individually associated with medication adherence. Healthcare providers should therefore not only focus on patients' medication beliefs, but also on strengthening patients' trust in medication to improve medication adherence.
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Affiliation(s)
- Roland Te Paske
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands; University of Groningen, Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, - Epidemiology & -Economics, University of Groningen, Groningen, the Netherlands.
| | - Marcia Vervloet
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - Annemiek J Linn
- University of Amsterdam/Amsterdam School of Communication Research, Amsterdam, the Netherlands
| | - Anne E M Brabers
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - Job F M van Boven
- University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Department of Clinical Pharmacy & Pharmacology, Groningen, the Netherlands
| | - Liset van Dijk
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherlands; University of Groningen, Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, - Epidemiology & -Economics, University of Groningen, Groningen, the Netherlands
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9
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Dierick BJH, Achterbosch M, Eikholt AA, Been-Buck S, Klemmeier T, van de Hei SJ, Hagedoorn P, Kerstjens HAM, Kocks JWH, van Boven JFM. Electronic monitoring with a digital smart spacer to support personalized inhaler use education in patients with asthma: The randomized controlled OUTERSPACE trial. Respir Med 2023; 218:107376. [PMID: 37549796 DOI: 10.1016/j.rmed.2023.107376] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 07/19/2023] [Accepted: 07/27/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND Poor adherence to inhaled medication has been associated with poor outcomes. Smart spacers can monitor inhaler use and technique, yet their feasibility in adults with asthma and their potential benefits are unknown. OBJECTIVE Assessing the feasibility of undertaking a definitive randomized controlled trial (RCT) of smart spacer-based inhaler education and explore potential clinical benefits in adults with asthma. METHODS Two-month randomized controlled feasibility OUtcomes following Tailored Education and Retraining: Studying Performance and AdherenCE (OUTERSPACE) trial comparing personalized smart spacer-based inhaler education versus usual care. Patients were recruited in four Dutch primary care centres. Outcomes were feasibility (inclusion speed, patient acceptance), medication adherence, inhaler technique, clinical effects (lung function, ACQ, FeNO) and usability (System Usability Scale [SUS]). RESULTS 42 patients were randomized and all completed the study. The feasibility of performing a larger trial focusing on asthma patient education using a smart spacer was demonstrated with all patients included in four months and a participation rate of 86%. In the intervention group, inhalation errors per day decreased by 26.2% while in the usual care group inhalation errors increased by 14.6% (p = 0.021). Adherence decreased slightly in the intervention group as opposed to improvement in the control group (difference 12%, p = 0.028). No changes in lung function, ACQ or FeNO were observed. Usability was deemed high (SUS patients 71, nurses 89). CONCLUSION This RCT showed that smart spacer-driven education in patients with asthma is feasible and in this short-term study reduced inhaler errors. Longer-term and larger studies are required to assess clinical effects.
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Affiliation(s)
- Boudewijn J H Dierick
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy & Pharmacology, Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Department of General Practice & Elderly Care Medicine, Groningen, the Netherlands
| | - Maria Achterbosch
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy & Pharmacology, Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, the Netherlands
| | - Amber A Eikholt
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy & Pharmacology, Groningen, the Netherlands
| | - Sandra Been-Buck
- Department of Pulmonary Diseases, Martini Hospital, Groningen, the Netherlands
| | - Titia Klemmeier
- Department of Pulmonary Diseases, Martini Hospital, Groningen, the Netherlands
| | - Susanne J van de Hei
- University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Department of Health Sciences, Groningen, the Netherlands; General Practitioners Research Institute, Groningen, the Netherlands
| | - Paul Hagedoorn
- University of Groningen, Groningen Research Institute of Pharmacy, Department of Pharmaceutical Technology and Biopharmacy, Groningen, the Netherlands; Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, the Netherlands
| | - Huib A M Kerstjens
- University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Department of Pulmonology and Tuberculosis, Groningen, the Netherlands
| | - Janwillem W H Kocks
- University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, the Netherlands; Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Department of Pulmonology and Tuberculosis, Groningen, the Netherlands; General Practitioners Research Institute, Groningen, the Netherlands; Observational and Pragmatic Research Institute, Singapore
| | - Job F M van Boven
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy & Pharmacology, Groningen, the Netherlands; University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, the Netherlands; Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, the Netherlands.
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10
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van Boven JFM, Drummond D, Chan AHY, Hew M, Hui CY, Adejumo I, Cano I, Hansen K, Poberezhets V, Costello RW, Pinnock H. ERS "CONNECT" Clinical Research Collaboration - moving multiple digital innovations towards connected respiratory care: addressing the over-arching challenges of whole systems implementation. Eur Respir J 2023; 62:2301680. [PMID: 37945041 DOI: 10.1183/13993003.01680-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 10/10/2023] [Indexed: 11/12/2023]
Affiliation(s)
- Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - David Drummond
- Department of Pediatric Pulmonology and Allergology, University Hospital Necker-Enfants Malades, AP-HP, Université Paris Cité, Inserm UMR 1138, HeKA team, Centre de Recherche des Cordeliers, Paris, France
| | - Amy H Y Chan
- School of Pharmacy, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| | - Mark Hew
- Allergy, Asthma, and Clinical Immunology Service, Alfred Hospital, Melbourne, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Chi Yan Hui
- The University of Edinburgh, Allergy and Respiratory Research Group, Usher Institute, Edinburgh, UK
| | - Ireti Adejumo
- NIHR Nottingham Biomedical Research Centre, Respiratory Medicine, Nottingham, UK
| | - Isaac Cano
- Fundació de Recerca Clínic Barcelona - Institut d'Investigacions Biomèdiques August Pi i Suñer (FRCB-IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Kjeld Hansen
- European Lung Foundation, Sheffield, UK
- School of Economics, Innovation and Technology, Oslo, Norway
| | - Vitalii Poberezhets
- Department of Propedeutics of Internal Medicine, National Pirogov Memorial Medical University, Vinnytsya, Ukraine
| | - Richard W Costello
- Department of Respiratory Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
- Department of Respiratory Medicine, Beaumont Hospital, Dublin, Ireland
- Clinical Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Hilary Pinnock
- The University of Edinburgh, Allergy and Respiratory Research Group, Usher Institute, Edinburgh, UK
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11
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Achterbosch M, Vart P, van Dijk L, van Boven JFM. Shared decision making and medication adherence in patients with COPD and/or asthma: the ANANAS study. Front Pharmacol 2023; 14:1283135. [PMID: 37954848 PMCID: PMC10634231 DOI: 10.3389/fphar.2023.1283135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 10/03/2023] [Indexed: 11/14/2023] Open
Abstract
Background: Medication adherence to inhalation medication is suboptimal in patients with COPD and asthma. Shared decision making (SDM) is proposed as an intervention to improve medication adherence. Despite its wide promotion, evidence of SDM's association with greater medication adherence is scarce. Also, it is unknown to what degree patients presently experience SDM and how it is associated with medication adherence. Objective: To (i) assess the level of SDM and (ii) medication adherence, (iii) explore the relation between SDM and medication adherence and iv) investigate possible underlying mechanisms. Methods: Cross-sectional observational study. A survey was distributed among Dutch patients with COPD and/or asthma using inhaled medication. Medication adherence was measured using the Test of Adherence to Inhalers (TAI-10), and SDM by the 9-item Shared Decision-Making questionnaire (SMD-Q-9). Feeling of competence, relatedness and feeling of autonomy from the Self-Determination Theory (SDT) were considered as possible mechanisms. The primary outcome was adherence. Results: A total of 396 patients with complete information on relevant covariates were included. Mean SDM-Q-9 score was 26.7 (SD 12.1, range 0-45) and complete adherence was 41.2%. The odds ratio for the association of SDM with adherence was 1.01 (95% CI: 0.99, 1.02). This only changed minimally when adjusted for mediators (mediating effect <3%). Conclusion: The patient experienced level of SDM in daily practice and medication adherence have room for improvement. No association between SDM and medication adherence was observed. Factors related to feeling of competence, relatedness and feeling of autonomy did not meaningfully explain this finding.
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Affiliation(s)
- Maria Achterbosch
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, Netherlands
| | - Priya Vart
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, Netherlands
| | - Liset van Dijk
- Nivel Netherlands Institute for Health Services Research, Utrecht, Netherlands
- Medication Adherence Expertise Centre of the Northern Netherlands (MAECON), Groningen, Netherlands
- Department of PharmacoTherapy, Epidemiology and Economics (PTEE), Faculty of Science and Engineering, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, Netherlands
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, University of Groningen, Groningen, Netherlands
- Medication Adherence Expertise Centre of the Northern Netherlands (MAECON), Groningen, Netherlands
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, Netherlands
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12
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Cushen B, Koh MS, Tran TN, Martin N, Murray R, Uthaman T, Goh CYY, Vella R, Eleangovan N, Bulathsinhala L, Maspero JF, Peters MJ, Schleich F, Pitrez P, Christoff G, Sadatsafavi M, Torres-Duque CA, Porsbjerg C, Altraja A, Lehtimäki L, Bourdin A, Taube C, Papadopoulos NG, Zsuzsanna C, Björnsdóttir U, Salvi S, Heffler E, Iwanaga T, al-Ahmad M, Larenas-Linnemann D, van Boven JFM, Aarli BB, Kuna P, Loureiro CC, Al-lehebi R, Lee JH, Marina N, Bjermer L, Sheu CC, Mahboub B, Busby J, Menzies-Gow A, Wang E, Price DB. Adult Severe Asthma Registries: A Global and Growing Inventory. Pragmat Obs Res 2023; 14:127-147. [PMID: 37881411 PMCID: PMC10595155 DOI: 10.2147/por.s399879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 09/11/2023] [Indexed: 10/27/2023] Open
Abstract
Aim The International Severe Asthma Registry (ISAR; http://isaregistries.org/) uses standardised variables to enable multi-country and adequately powered research in severe asthma. This study aims to look at the data countries within ISAR and non-ISAR countries reported collecting that enable global research that support individual country interests. Methods Registries were identified by online searches and approaching severe asthma experts. Participating registries provided data collection specifications or confirmed variables collected. Core variables (results from ISAR's Delphi study), steroid-related comorbidity variables, biologic safety variables (serious infection, anaphylaxis, and cancer), COVID-19 variables and additional variables (not belonging to the aforementioned categories) that registries reported collecting were summarised. Results Of the 37 registries identified, 26 were ISAR affiliates and 11 non-ISAR affiliates. Twenty-five ISAR-registries and 4 non-ISAR registries reported collecting >90% of the 65 core variables. Twenty-three registries reported collecting all optional steroid-related comorbidity variables. Twenty-nine registries reported collecting all optional safety variables. Ten registries reported collecting COVID-19 variables. Twenty-four registries reported collecting additional variables including data from asthma questionnaires (10 Asthma Control Questionnaire, 20 Asthma Control Test, 11 Asthma Quality of Life Questionnaire, and 4 EuroQol 5-dimension 5-level Questionnaire). Eight registries are linked to databases such as electronic medical records and national claims or disease databases. Conclusion Standardised data collection has enabled individual severe asthma registries to collect unified data and increase statistical power for severe asthma research irrespective of ISAR affiliations.
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Affiliation(s)
- Breda Cushen
- Department of Respiratory Medicine, Beaumont Hospital, Dublin, Ireland
| | - Mariko Siyue Koh
- Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore
| | | | - Neil Martin
- AstraZeneca, Gaithersburg, MD, USA
- Department of Respiratory Medicine, University of Leicester, Leicester, UK
| | | | - Thendral Uthaman
- Observational Pragmatic Research Institute, Singapore, Singapore
| | - Celine Yun Yi Goh
- Optimum Patient Care Global, Cambridge, UK
- Observational Pragmatic Research Institute, Singapore, Singapore
| | - Rebecca Vella
- Optimum Patient Care, Brisbane, Queensland, Australia
| | - Neva Eleangovan
- Optimum Patient Care Global, Cambridge, UK
- Observational Pragmatic Research Institute, Singapore, Singapore
| | - Lakmini Bulathsinhala
- Optimum Patient Care Global, Cambridge, UK
- Observational Pragmatic Research Institute, Singapore, Singapore
| | - Jorge F Maspero
- Clinical Research for Allergy and Respiratory Medicine, CIDEA Foundation, Buenos Aires, Argentina
- University Career of Specialists in Allergy and Clinical Immunology at the Buenos Aires University School of Medicine, Buenos Aires, Argentina
| | - Matthew J Peters
- Department of Thoracic Medicine, Concord Hospital, Sydney, Australia
| | - Florence Schleich
- CHU Sart-Tilman, GIGA I3, University of Liege, Liège, Wallonia, Belgium
| | - Paulo Pitrez
- Pulmonology Division, Hospital Santa Casa de Porto Alegre, Porto Alegre, Brazil
| | | | - Mohsen Sadatsafavi
- Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, Canada
| | - Carlos A Torres-Duque
- CINEUMO, Respiratory Research Center, Fundación Neumológica Colombiana, Bogotá, Colombia
- Universidad de La Sabana, Chia, Colombia
| | - Celeste Porsbjerg
- Department of Respiratory Medicine and Infectious Diseases, Research Unit, Bispebjerg Hospital, Copenhagen, Denmark
| | - Alan Altraja
- Department of Pulmonology, University of Tartu and Lung Clinic, Tartu University Hospital, Tartu, Estonia
| | - Lauri Lehtimäki
- Allergy Centre, Tampere University Hospital, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Arnaud Bourdin
- PhyMedExp, Univ Montpellier, CNRS, INSERM, CHU Montpellier, Montpellier, France
| | - Christian Taube
- Department of Pulmonary Medicine, University Medical Center Essen-Ruhrlandklinik, Essen, Germany
| | - Nikolaos G Papadopoulos
- Division of Infection, Immunity & Respiratory Medicine, University of Manchester, Manchester, UK
- Allergy Department, 2nd Pediatric Clinic, University of Athens, Athens, Greece
| | - Csoma Zsuzsanna
- Asthma Outpatient Clinic, National Koranyi Institute for Pulmonology, Budapest, Hungary
| | - Unnur Björnsdóttir
- Department of Allergy and Respiratory Medicine, University Hospital, Reykjavik, Iceland
| | - Sundeep Salvi
- Pulmocare Research and Education Foundation, Pune, India
| | - Enrico Heffler
- Personalized Medicine, Asthma and Allergy, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | | | - Mona al-Ahmad
- Microbiology Department, College of Medicine, Kuwait University, Kuwait, Al-Rashed Allergy Center, Ministry of Health, Kuwait City, Kuwait
| | | | - Job F M van Boven
- University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Department of Clinical Pharmacy & Pharmacology, Groningen, the Netherlands
| | - Bernt Bøgvald Aarli
- Department of Thoracic Medicine, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Piotr Kuna
- Division of Internal Medicine Asthma and Allergy, Medical University of Lodz, Lodz, Poland
| | - Cláudia Chaves Loureiro
- Pneumology Unit, Hospitais da Universidade de Coimbra, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- Centre of Pneumology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Riyad Al-lehebi
- Department of Pulmonology, King Fahad Medical City, Riyadh, Saudi Arabia, Alfaisal University, Riyadh, Saudi Arabia
| | - Jae Ha Lee
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
| | - Nuria Marina
- Pneumology Service, Biocruces, Cruces University Hospital, Barakaldo, Spain
| | - Leif Bjermer
- Respiratory Medicine and Allergology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
| | - Chau-Chyun Sheu
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Bassam Mahboub
- Rashid Hospital, Dubai Health Authority (DHA), Dubai, United Arab Emirates
| | - John Busby
- Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, Northern Ireland, UK
| | | | - Eileen Wang
- Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health and University of Colorado School of Medicine, Denver and Aurora, CO, USA
| | - David B Price
- Optimum Patient Care Global, Cambridge, UK
- Observational Pragmatic Research Institute, Singapore, Singapore
- Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, UK
| | - On behalf of ISAR Inventory Study Group
- Department of Respiratory Medicine, Beaumont Hospital, Dublin, Ireland
- Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore
- AstraZeneca, Gaithersburg, MD, USA
- Department of Respiratory Medicine, University of Leicester, Leicester, UK
- Optimum Patient Care Global, Cambridge, UK
- Observational Pragmatic Research Institute, Singapore, Singapore
- Optimum Patient Care, Brisbane, Queensland, Australia
- Clinical Research for Allergy and Respiratory Medicine, CIDEA Foundation, Buenos Aires, Argentina
- University Career of Specialists in Allergy and Clinical Immunology at the Buenos Aires University School of Medicine, Buenos Aires, Argentina
- Department of Thoracic Medicine, Concord Hospital, Sydney, Australia
- CHU Sart-Tilman, GIGA I3, University of Liege, Liège, Wallonia, Belgium
- Pulmonology Division, Hospital Santa Casa de Porto Alegre, Porto Alegre, Brazil
- Faculty of Public Health, Medical University, Sofia, Bulgaria
- Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, Canada
- CINEUMO, Respiratory Research Center, Fundación Neumológica Colombiana, Bogotá, Colombia
- Universidad de La Sabana, Chia, Colombia
- Department of Respiratory Medicine and Infectious Diseases, Research Unit, Bispebjerg Hospital, Copenhagen, Denmark
- Department of Pulmonology, University of Tartu and Lung Clinic, Tartu University Hospital, Tartu, Estonia
- Allergy Centre, Tampere University Hospital, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- PhyMedExp, Univ Montpellier, CNRS, INSERM, CHU Montpellier, Montpellier, France
- Department of Pulmonary Medicine, University Medical Center Essen-Ruhrlandklinik, Essen, Germany
- Division of Infection, Immunity & Respiratory Medicine, University of Manchester, Manchester, UK
- Allergy Department, 2nd Pediatric Clinic, University of Athens, Athens, Greece
- Asthma Outpatient Clinic, National Koranyi Institute for Pulmonology, Budapest, Hungary
- Department of Allergy and Respiratory Medicine, University Hospital, Reykjavik, Iceland
- Pulmocare Research and Education Foundation, Pune, India
- Personalized Medicine, Asthma and Allergy, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
- Kindai University Hospital, Osakasayama, Japan
- Microbiology Department, College of Medicine, Kuwait University, Kuwait, Al-Rashed Allergy Center, Ministry of Health, Kuwait City, Kuwait
- Centro de Excelencia en Asma y Alergia, Hospital Médica Sur, Ciudad de México, Mexico
- University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Department of Clinical Pharmacy & Pharmacology, Groningen, the Netherlands
- Department of Thoracic Medicine, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Division of Internal Medicine Asthma and Allergy, Medical University of Lodz, Lodz, Poland
- Pneumology Unit, Hospitais da Universidade de Coimbra, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- Centre of Pneumology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Department of Pulmonology, King Fahad Medical City, Riyadh, Saudi Arabia, Alfaisal University, Riyadh, Saudi Arabia
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea
- Pneumology Service, Biocruces, Cruces University Hospital, Barakaldo, Spain
- Respiratory Medicine and Allergology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- Rashid Hospital, Dubai Health Authority (DHA), Dubai, United Arab Emirates
- Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, Northern Ireland, UK
- Lung Division, Royal Brompton & Harefield Hospital, London, UK
- Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health and University of Colorado School of Medicine, Denver and Aurora, CO, USA
- Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, UK
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13
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Kardas P, Aarnio E, Agh T, van Boven JFM, Dima AL, Ghiciuc CM, Kamberi F, Petrova GI, Nabergoj Makovec U, Trečiokienė I. New terminology of medication adherence enabling and supporting activities: ENABLE terminology. Front Pharmacol 2023; 14:1254291. [PMID: 37900155 PMCID: PMC10613051 DOI: 10.3389/fphar.2023.1254291] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 09/28/2023] [Indexed: 10/31/2023] Open
Abstract
Introduction: Medication non-adherence negatively affects the effectiveness of evidence-based therapies and sustainability of healthcare systems. Lack of agreed terminology of medication adherence enabling and supporting activities leads to underuse of the available tools. The ENABLE COST Action was aimed at proposing a new terminology for these activities in order to help both scientific research and its clinical application. Methods: Initial discussions within the ENABLE Working Groups allowed for the conceptualization of four interlinked terms related to adherence, i.e., "medication adherence technology", "medication adherence enhancing intervention", "best practice" and "reimbursement". The iterative process of internal discussion was structured around two dedicated international workshops. Moreover, extensive stakeholder consultations have been organised, including an interactive online survey used to assess the level of agreement with, and the clarity of relevant terms and definitions proposed. Results: Detailed analysis of the results of this process allowed for fine-tuning of the items, and finally, for proposing the final set of definitions. Across all the three phases of this process, the definitions were substantially modified to better reflect the concepts, simplify the language, and assure completeness and cohesiveness of terminology. Feedback obtained from the stakeholders helped this process and confirmed that the final terms and definitions were well received by the experts active in the field of medication adherence. Discussion: Covering the gap in the existing terminology, this work proposes a cohesive set of terms and definitions applicable to medication adherence enabling and supporting activities. Promoting evidence-based approach to this field, this terminology may help research, clinical practice and policy.
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Affiliation(s)
- Przemyslaw Kardas
- Department of Family Medicine, Medical University of Lodz, Lodz, Poland
| | - Emma Aarnio
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tamas Agh
- Syreon Research Institute, Budapest, Hungary
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Alexandra Lelia Dima
- Health Technology Assessment in Primary Care and Mental Health (PRISMA), Institut de Recerca Sant Joan de Déu (IRSJD), Esplugues de Llobregat, Spain
| | - Cristina Mihaela Ghiciuc
- Pharmacology, Clinical Pharmacology and Algeziology, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy of Iasi, Iași, Romania
| | - Fatjona Kamberi
- Scientific Research Centre for Public Health, Faculty of Health, University of Vlore “Ismail Qemali”, Vlore, Albania
| | | | | | - Indrė Trečiokienė
- Pharmacy and Pharmacology Center, Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
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Miravitlles M, Bhutani M, Hurst JR, Franssen FME, van Boven JFM, Khoo EM, Zhang J, Brunton S, Stolz D, Winders T, Asai K, Scullion JE. Implementing an Evidence-Based COPD Hospital Discharge Protocol: A Narrative Review and Expert Recommendations. Adv Ther 2023; 40:4236-4263. [PMID: 37537515 PMCID: PMC10499689 DOI: 10.1007/s12325-023-02609-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 07/06/2023] [Indexed: 08/05/2023]
Abstract
Discharge bundles, comprising evidence-based practices to be implemented prior to discharge, aim to optimise patient outcomes. They have been recommended to address high readmission rates in patients who have been hospitalised for an exacerbation of chronic obstructive pulmonary disease (COPD). Hospital readmission is associated with increased morbidity and healthcare resource utilisation, contributing substantially to the economic burden of COPD. Previous studies suggest that COPD discharge bundles may result in fewer hospital readmissions, lower risk of mortality and improvement of patient quality of life. However, evidence for their effectiveness is inconsistent, likely owing to variable content and implementation of these bundles. To ensure consistent provision of high-quality care for patients hospitalised with an exacerbation of COPD and reduce readmission rates following discharge, we propose a comprehensive discharge protocol, and provide evidence highlighting the importance of each element of the protocol. We then review care bundles used in COPD and other disease areas to understand how they affect patient outcomes, the barriers to implementing these bundles and what strategies have been used in other disease areas to overcome these barriers. We identified four evidence-based care bundle items for review prior to a patient's discharge from hospital, including (1) smoking cessation and assessment of environmental exposures, (2) treatment optimisation, (3) pulmonary rehabilitation, and (4) continuity of care. Resource constraints, lack of staff engagement and knowledge, and complexity of the COPD population were some of the key barriers inhibiting effective bundle implementation. These barriers can be addressed by applying learnings on successful bundle implementation from other disease areas, such as healthcare practitioner education and audit and feedback. By utilising the relevant implementation strategies, discharge bundles can be more (cost-)effectively delivered to improve patient outcomes, reduce readmission rates and ensure continuity of care for patients who have been discharged from hospital following a COPD exacerbation.
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Affiliation(s)
- Marc Miravitlles
- Pneumology Department, Vall d'Hebron University Hospital/Vall d'Hebron Research Institute (VHIR), Vall d'Hebron Barcelona Hospital Campus, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.
| | - Mohit Bhutani
- Division of Pulmonary Medicine, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - John R Hurst
- UCL Respiratory, University College London, London, UK
| | - Frits M E Franssen
- Department of Respiratory Medicine, Maastricht University Medical Center, Maastricht, Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Ee Ming Khoo
- Department of Primary Care Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- International Primary Care Respiratory Group, Leicester, UK
| | - Jing Zhang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | | | - Daiana Stolz
- Clinic of Respiratory Medicine and Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Tonya Winders
- Global Allergy and Airways Patient Platform, Vienna, Austria
| | - Kazuhisa Asai
- Department of Respiratory Medicine, Osaka Metropolitan University, Osaka, Japan
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van de Hei SJ, Kim CH, Honkoop PJ, Sont JK, Schermer TRJ, MacHale E, Costello RW, Kocks JWH, Postma MJ, van Boven JFM. Long-Term Cost-Effectiveness of Digital Inhaler Adherence Technologies in Difficult-to-Treat Asthma. J Allergy Clin Immunol Pract 2023; 11:3064-3073.e15. [PMID: 37406806 DOI: 10.1016/j.jaip.2023.06.051] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 06/14/2023] [Accepted: 06/19/2023] [Indexed: 07/07/2023]
Abstract
BACKGROUND Digital inhalers can monitor inhaler usage, support difficult-to-treat asthma management, and inform step-up treatment decisions yet their economic value is unknown, hampering wide-scale implementation. OBJECTIVE We aimed to assess the long-term cost-effectiveness of digital inhaler-based medication adherence management in difficult-to-treat asthma. METHODS A model-based cost-utility analysis was performed. The Markov model structure was determined by biological and clinical understanding of asthma and was further informed by guideline-based assessment of model development. Internal and external validation was performed using the Assessment of the Validation Status of Health-Economic (AdViSHE) tool. The INCA (Inhaler Compliance Assessment) Sun randomized clinical trial data were incorporated into the model to evaluate the cost-effectiveness of digital inhalers. Several long-term clinical case scenarios were assessed (reduced number of exacerbations, increased asthma control, introduction of biosimilars [25% price-cut on biologics]). RESULTS The long-term modelled cost-effectiveness based on a societal perspective indicated 1-year per-patient costs for digital inhalers and usual care (ie, regular inhalers) of €7,546 ($7,946) and €10,752 ($11,322), respectively, reflecting cost savings of €3,207 ($3,377) for digital inhalers. Using a 10-year intervention duration and time horizon resulted in cost savings of €26,309 ($27,703) for digital inhalers. In the first year, add-on biologic therapies accounted for 69% of the total costs in the usual care group and for 49% in the digital inhaler group. Scenario analyses indicated consistent cost savings ranging from €2,287 ($2,408) (introduction biosimilars) to €4,581 ($4,824) (increased control, decreased exacerbations). CONCLUSIONS In patients with difficult-to-treat asthma, digital inhaler-based interventions can be cost-saving in the long-term by optimizing medication adherence and inhaler technique and reducing add-on biologic prescriptions.
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Affiliation(s)
- Susanne J van de Hei
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; General Practitioners Research Institute, Groningen, The Netherlands
| | - Chong H Kim
- Center for Pharmaceutical Outcomes Research, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Denver, Colo
| | - Persijn J Honkoop
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Jacob K Sont
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Tjard R J Schermer
- Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, The Netherlands; Science Support Office, Gelre Hospitals, Apeldoorn, the Netherlands
| | - Elaine MacHale
- Clinical Research Centre, Smurfit Building Beaumont Hospital, Department of Respiratory Medicine, RCSI, Dublin, Ireland
| | - Richard W Costello
- Clinical Research Centre, Smurfit Building Beaumont Hospital, Department of Respiratory Medicine, RCSI, Dublin, Ireland
| | - Janwillem W H Kocks
- Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; General Practitioners Research Institute, Groningen, The Netherlands; Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, The Netherlands; Observational and Pragmatic Research Institute, Singapore
| | - Maarten J Postma
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Center of Excellence for Pharmaceutical Care Innovation, Padjadjaran University, Bandung, Indonesia; Department of Economics, Econometrics & Finance, University of Groningen, Faculty of Economics & Business, Groningen, The Netherlands
| | - Job F M van Boven
- Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, The Netherlands; Department of Clinical Pharmacy & Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
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Hafez G, van Boven JFM. Digital adherence technologies in tuberculosis. Lancet Glob Health 2023; 11:e1341-e1342. [PMID: 37591581 DOI: 10.1016/s2214-109x(23)00308-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 06/23/2023] [Indexed: 08/19/2023]
Affiliation(s)
- Gaye Hafez
- Department of Pharmacology, Faculty of Pharmacy, Altinbas University, Istanbul 34140, Türkiye.
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, Medication Adherence Expertise Center of the Northern Netherlands, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
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Khoiry QA, Alfian SD, van Boven JFM, Abdulah R. Self-reported medication adherence instruments and their applicability in low-middle income countries: a scoping review. Front Public Health 2023; 11:1104510. [PMID: 37521968 PMCID: PMC10374330 DOI: 10.3389/fpubh.2023.1104510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 06/23/2023] [Indexed: 08/01/2023] Open
Abstract
Introduction Medication non-adherence is an important public health issue, associated with poor clinical and economic outcomes. Globally, self-reported instruments are the most widely used method to assess medication adherence. However, the majority of these were developed in high-income countries (HICs) with a well-established health care system. Their applicability in low- and middle-income countries (LMICs) remains unclear. The objective of this study is to systematically review the applicability of content and use of self-reported adherence instruments in LMICs. Method A scoping review informed by a literature search in Pubmed, EBSCO, and Cochrane databases was conducted to identify studies assessing medication adherence using self-reported instruments for patients with five common chronic diseases [hypertension, diabetes, dyslipidemia, asthma, or Chronic Obstructive Pulmonary Disease (COPD)] in LMICs up to January 2022 with no constraints on publication year. Two reviewers performed the study selection process, data extraction and outcomes assessment independently. Outcomes focused on LMIC applicability of the self-reported adherence instruments assessed by (i) containing LMIC relevant adherence content; (ii) methodological quality and (iii) fees for use. Findings We identified 181 studies that used self-reported instruments for assessing medication adherence in LMICs. A total of 32 distinct types of self-reported instruments to assess medication adherence were identified. Of these, 14 self-reported instruments were developed in LMICs, while the remaining ones were adapted from self-reported instruments originally developed in HICs. All self-reported adherence instruments in studies included presented diverse potential challenges regarding their applicability in LMICs, included an underrepresentation of LMIC relevant non-adherence reasons, such as financial issues, use of traditional medicines, religious beliefs, lack of communication with healthcare provider, running out of medicine, and access to care. Almost half of included studies showed that the existing self-reported adherence instruments lack sufficient evidence regarding cross cultural validation and internal consistency. In 70% of the studies, fees applied for using the self-reported instruments in LMICs. Conclusion There seems insufficient emphasis on applicability and methodological rigor of self-reported medication adherence instruments used in LMICs. This presents an opportunity for developing a self-reported adherence instrument that is suitable to health systems and resources in LMICs. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier: CRD42022302215.
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Affiliation(s)
- Qisty A. Khoiry
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
| | - Sofa D. Alfian
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
- Center of Excellence for Pharmaceutical Care Innovation, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Centre Groningen, Groningen, Netherlands
- Medication Adherence Expertise Centre of The Northern Netherlands (MAECON), Groningen, Netherlands
| | - Rizky Abdulah
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
- Center of Excellence for Pharmaceutical Care Innovation, Faculty of Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
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18
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van Boven JFM, Achterbosch M. Once- or Twice-Daily Inhaler Therapy for Optimal Adherence: "No-Brainer" or Shared Decision? J Allergy Clin Immunol Pract 2023; 11:2094-2095. [PMID: 37422325 DOI: 10.1016/j.jaip.2023.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 05/04/2023] [Indexed: 07/10/2023]
Affiliation(s)
- Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, Groningen, The Netherlands; Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands; Centre for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, Australia.
| | - Maria Achterbosch
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, Groningen, The Netherlands
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Hale EM, Greene G, Mulvey C, Mokoka MC, van Boven JFM, Cushen B, Sulaiman I, Brennan V, Lombard L, Walsh J, Plunkett S, McCartan TA, Kerr PJ, Reilly RB, Hughes C, Kent BD, Jackson DJ, Butler M, Counihan I, Hayes J, Faul J, Kelly M, Convery R, Nanzer AM, Fitzgerald JM, Murphy DM, Heaney LG, Costello RW. Use of digital measurement of medication adherence and lung function to guide the management of uncontrolled asthma (INCA Sun): a multicentre, single-blinded, randomised clinical trial. Lancet Respir Med 2023; 11:591-601. [PMID: 36963417 DOI: 10.1016/s2213-2600(22)00534-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 12/14/2022] [Accepted: 12/14/2022] [Indexed: 03/26/2023]
Abstract
BACKGROUND The clinical value of using digital tools to assess adherence and lung function in uncontrolled asthma is not known. We aimed to compare treatment decisions guided by digitally acquired data on adherence, inhaler technique, and peak flow with existing methods. METHODS A 32-week prospective, multicentre, single-blinded, parallel, randomly controlled trial was done in ten severe asthma clinics across Ireland, Northern Ireland, and England. Participants were 18 years or older, had uncontrolled asthma, asthma control test (ACT) score of 19 or less, despite treatment with high-dose inhaled corticosteroids, and had at least one severe exacerbation in the past year despite high-dose inhaled corticosteroids. Patients were randomly assigned in a 1:1 ratio to the active group or the control group, by means of a computer-generated randomisation sequence of permuted blocks of varying sizes (2, 4, and 6) stratified by fractional exhaled nitric oxide (FeNO) concentration and recruitment site. In the control group, participants were masked to their adherence and errors in inhaler technique data. A statistician masked to study allocation did the statistical analysis. After a 1-week run-in period, both groups attended three nurse-led education visits over 8 weeks (day 7, week 4, and week 8) and three physician-led treatment adjustment visits at weeks 8, 20, and 32. In the active group, treatment adjustments during the physician visits were informed by digital data on inhaler adherence, twice daily digital peak expiratory flow (ePEF), patient-reported asthma control, and exacerbation history. Treatment was adjusted in the control group on the basis of pharmacy refill rates (a measure of adherence), asthma control by ACT questionnaire, and history of exacerbations and visual management of inhaler technique. Both groups used a digitally enabled Inhaler Compliance Assessment (INCA) and PEF. The primary outcomes were asthma medication burden measured as proportion of patients who required a net increase in treatment at the end of 32 weeks and adherence rate measured in the last 12 weeks by area under the curve in the intention-to-treat population. The safety analyses included all patients who consented for the trial. The trial is registered with ClinicalTrials.gov, NCT02307669 and is complete. FINDINGS Between Oct 25, 2015, and Jan 26, 2020, of 425 patients assessed for eligibility, 220 consented to participate in the study, 213 were randomly assigned (n=108 in the active group; n=105 in the control group) and 200 completed the study (n=102 in the active group; n=98 in the control group). In the intention-to-treat analysis at week 32, 14 (14%) active and 31 (32%) control patients had a net increase in treatment compared with baseline (odds ratio [OR] 0·31 [95% CI 0·15-0·64], p=0·0015) and 11 (11%) active and 21 (21%) controls required add-on biological therapy (0·42 [0·19-0·95], p=0·038) adjusted for study site, age, sex, and baseline FeNO. Three (16%) of 19 active and 11 (44%) of 25 control patients increased their medication from fluticasone propionate 500 μg daily to 1000 μg daily (500 μg twice a day; adjusted OR 0·23 [0·06-0·87], p=0·026). 26 (31%) of 83 active and 13 (18%) of 73 controls reduced their medication from fluticasone propionate 1000 μg once daily to 500 μg once daily (adjusted OR 2·43 [1·13-5·20], p=0·022. Week 20-32 actual mean adherence was 64·9% (SD 23·5) in the active group and 55·5% (26·8) in the control group (between-group difference 11·1% [95% CI 4·4-17·9], p=0·0012). A total of 29 serious adverse events were recorded (16 [55%] in the active group, and 13 [45%] in the control group), 11 of which were confirmed as respiratory. None of the adverse events reported were causally linked to the study intervention, to the use of salmeterol-fluticasone inhalers, or the use of the digital PEF or INCA. INTERPRETATION Evidence-based care informed by digital data led to a modest improvement in medication adherence and a significantly lower treatment burden. FUNDING Health Research Board of Ireland, Medical Research Council, INTEREG Europe, and an investigator-initiated project grant from GlaxoSmithKline.
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Affiliation(s)
- Elaine Mac Hale
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Garrett Greene
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland; Department of Statistics, University College Dublin, Dublin
| | - Christopher Mulvey
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Matshediso C Mokoka
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, Groningen Research Institute for Asthma and COPD, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Breda Cushen
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Imran Sulaiman
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Vincent Brennan
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Lorna Lombard
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Joanne Walsh
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Sinead Plunkett
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Thomas A McCartan
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Patrick J Kerr
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland
| | - Richard B Reilly
- Trinity Centre for Biomedical Engineering, School of Medicine, Trinity College, University of Dublin, Dublin, Ireland
| | - Cian Hughes
- Trinity Centre for Biomedical Engineering, School of Medicine, Trinity College, University of Dublin, Dublin, Ireland
| | - Brian D Kent
- Guy's Severe Asthma Centre, Guy's Hospital, School of Immunology & Microbial Sciences, King's College London, London, UK
| | - David J Jackson
- Guy's Severe Asthma Centre, Guy's Hospital, School of Immunology & Microbial Sciences, King's College London, London, UK
| | - Marcus Butler
- Respiratory Medicine Division, St Vincent's Hospital, Dublin, Ireland
| | - Ian Counihan
- Respiratory Medicine Division, OLUH, Drogheda, Ireland
| | - James Hayes
- Respiratory Medicine Division, Cavan Hospital, Cavan, Ireland
| | - John Faul
- Respiratory Medicine, James Connolly Hospital, Dublin
| | - Martin Kelly
- Respiratory Medcine, Altnagelvin Area Hospital, Northern Ireland, UK
| | - Rory Convery
- Consultant Respiratory Physician at Southern Health and Social Care Trust, Northern Ireland, UK
| | - Alexandra M Nanzer
- Guy's Severe Asthma Centre, Guy's Hospital, School of Immunology & Microbial Sciences, King's College London, London, UK
| | - J Mark Fitzgerald
- Respiratory Medicine Division, University of British Colombia, Vancouver, Canada
| | - Desmond M Murphy
- Department of Respiratory Medicine, University Hospital Cork and Clinical Research Facility, University College Cork, Cork, Ireland
| | - Liam G Heaney
- Centre for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queens University, Belfast, UK
| | - Richard W Costello
- INCA Research Team, RCSI University of Medicine and Health Science, Clinical Research Centre, Dublin, Ireland; Department of Respiratory Medicine, Beaumont Hospital and RCSI University of Medicine and Health Science, Dublin, Ireland.
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Mommers I, van Boven JFM, Schuiling-Veninga CCM, Bos JHJ, Koetsier M, Hak E, Bijlsma MJ. Real-World Dispensing Patterns of Inhalation Medication in Young Adult Asthma: An Inception Cohort Study. Clin Epidemiol 2023; 15:721-732. [PMID: 37337562 PMCID: PMC10276997 DOI: 10.2147/clep.s410036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 05/08/2023] [Indexed: 06/21/2023] Open
Abstract
Purpose The Global Initiative for Asthma (GINA) suggests a step-wise approach for pharmacological treatment of asthma. Valid study of real-world treatment patterns using dispensing databases includes proper measurement of medication adherence. We aim to explore such patterns by applying a time-varying proportion of days covered (tPDC)-based algorithm. Patients and Methods We designed a retrospective inception cohort study using the University of Groningen IADB.nl community pharmacy dispensing database. Included were 19,184 young adults who initiated asthma medication anywhere between 1994 and 2021, in the Netherlands. Main treatment steps were defined as: 1 - SABA/ICS-formoterol as needed, 2 - low dose ICS, 3 - low dose ICS + LABA or tiotropium, or intermediate dose ICS, 4 - intermediate to high dose ICS + LABA or tiotropium, triple therapy, or high dose ICS, 5 - treatment prescribed by a specialist. Changes in treatment steps were determined using a time-varying proportion of days covered (tPDC)-based algorithm. Individual drug treatment trajectories were visualized over time using a lasagna plot. Results At initiation, of the 19,184 included individuals, 52%, 7%, 15%, 16%, and 10% started treatment in steps 1 to 5, respectively. The median (IQR) follow-up time was 3 (1-7) years. Median (IQR) number of switches was 1 (0-3). Comparing starting step to last observed step, 37% never switched between treatment steps, 20% of individuals stepped down and 22% stepped up. Conclusion The low proportion of treatment switches between steps indicates that tailoring of treatment to patients' needs might be suboptimal. The tPDC-based algorithm functions well in translating dispensing data into continuous drug-utilization data, enabling a more granular assessment of treatment patterns among asthma patients.
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Affiliation(s)
- Irene Mommers
- Pharmacotherapy, Epidemiology and -Economics, University of Groningen, Groningen, the Netherlands
| | - Job F M van Boven
- Groningen Research Institute for Asthma and COPD, University Medical Center Groningen, Groningen, the Netherlands
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Jens H J Bos
- Pharmacotherapy, Epidemiology and -Economics, University of Groningen, Groningen, the Netherlands
| | - Marten Koetsier
- Pharmacotherapy, Epidemiology and -Economics, University of Groningen, Groningen, the Netherlands
| | - Eelko Hak
- Pharmacotherapy, Epidemiology and -Economics, University of Groningen, Groningen, the Netherlands
| | - Maarten J Bijlsma
- Pharmacotherapy, Epidemiology and -Economics, University of Groningen, Groningen, the Netherlands
- Laboratory of Population Health, Max Planck Institute for Demographic Research, Rostock, Germany
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van de Hei SJ, Stoker N, Flokstra-de Blok BMJ, Poot CC, Meijer E, Postma MJ, Chavannes NH, Kocks JWH, van Boven JFM. Anticipated barriers and facilitators for implementing smart inhalers in asthma medication adherence management. NPJ Prim Care Respir Med 2023; 33:22. [PMID: 37208358 DOI: 10.1038/s41533-023-00343-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 05/05/2023] [Indexed: 05/21/2023] Open
Abstract
Smart inhalers are electronic monitoring devices which are promising in increasing medication adherence and maintaining asthma control. A multi-stakeholder capacity and needs assessment is recommended prior to implementation in healthcare systems. This study aimed to explore perceptions of stakeholders and to identify anticipated facilitators and barriers associated with the implementation of smart digital inhalers in the Dutch healthcare system. Data were collected through focus group discussions with female patients with asthma (n = 9) and healthcare professionals (n = 7) and through individual semi-structured interviews with policy makers (n = 4) and smart inhaler developers (n = 4). Data were analysed using the Framework method. Five themes were identified: (i) perceived benefits, (ii) usability, (iii) feasibility, (iv) payment and reimbursement, and (v) data safety and ownership. In total, 14 barriers and 32 facilitators were found among all stakeholders. The results of this study could contribute to the design of a tailored implementation strategy for smart inhalers in daily practice.
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Affiliation(s)
- Susanne J van de Hei
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Nilouq Stoker
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Bertine M J Flokstra-de Blok
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
- General Practitioners Research Institute, Groningen, the Netherlands
- Department of Pediatric Pulmonology and Pediatric Allergology, Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Charlotte C Poot
- Department of Primary Care and Public Health, Leiden University Medical Center, Leiden, The Netherlands
- National eHealth Living Lab, Leiden, The Netherlands
| | - Eline Meijer
- Department of Primary Care and Public Health, Leiden University Medical Center, Leiden, The Netherlands
- National eHealth Living Lab, Leiden, The Netherlands
| | - Maarten J Postma
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Niels H Chavannes
- Department of Primary Care and Public Health, Leiden University Medical Center, Leiden, The Netherlands
- National eHealth Living Lab, Leiden, The Netherlands
| | - Janwillem W H Kocks
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
- General Practitioners Research Institute, Groningen, the Netherlands
- Observational and Pragmatic Research Institute, Singapore, Singapore
- Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands
| | - Job F M van Boven
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands.
- Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands.
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
- Centre for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia.
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22
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Kardas P, Ágh T, Dima A, Goetzinger C, Potočnjak I, Wettermark B, van Boven JFM. Half a Century of Fragmented Research on Deviations from Advised Therapies: Is This a Good Time to Call for Multidisciplinary Medication Adherence Research Centres of Excellence? Pharmaceutics 2023; 15:pharmaceutics15030933. [PMID: 36986794 PMCID: PMC10053985 DOI: 10.3390/pharmaceutics15030933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 03/09/2023] [Accepted: 03/12/2023] [Indexed: 03/16/2023] Open
Abstract
Medication adherence is a key precondition of the effectiveness of evidence-based therapies. However, in real-life settings, non-adherence to medication is still very common. This leads to profound health and economic consequences at both individual and public health levels. The problem of non-adherence has been extensively studied in the last 50 years. Unfortunately, with more than 130,000 scientific papers published on that subject so far, we are still far from finding an ultimate solution. This is, at least partly, due to fragmented and poor-quality research that has been conducted in this field sometimes. To overcome this deadlock, there is a need to stimulate the adoption of best practices in medication adherence-related research in a systematic way. Therefore, herein we propose the establishment of dedicated medication adherence research Centres of Excellence (CoEs). These Centres could not only conduct research but could also create a profound societal impact, directly serving the needs of patients, healthcare providers, systems and economies. Additionally, they could play a role as local advocates for good practices and education. In this paper, we propose some practical steps that might be taken in order to establish such CoEs. We describe two success stories, i.e., Dutch and Polish Medication Adherence Research CoEs. The COST Action “European Network to Advance Best practices & technoLogy on medication adherencE” (ENABLE) aims to develop a detailed definition of the Medication Adherence Research CoE in the form of a list of minimal requirements regarding their objectives, structure and activities. We hope that it will help to create a critical mass and catalyse the setup of regional and national Medication Adherence Research CoEs in the near future. This, in turn, may not only increase the quality of the research but also raise the awareness of non-adherence and promote the adoption of the best medication adherence-enhancing interventions.
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Affiliation(s)
- Przemysław Kardas
- Medication Adherence Research Center, Department of Family Medicine, Medical University of Lodz, 90-419 Lodz, Poland
- Correspondence:
| | - Tamás Ágh
- Syreon Research Institute, 1145 Budapest, Hungary
- Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pécs, 7623 Pécs, Hungary
| | | | - Catherine Goetzinger
- Deep Digital Phenotyping Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, 1445 Luxembourg, Luxembourg
- Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, 4365 Luxembourg, Luxembourg
| | - Ines Potočnjak
- Institute for Clinical Medical Research and Education, University Hospital Center Sisters of Charity, 10000 Zagreb, Croatia
| | - Björn Wettermark
- Department of Pharmacy, Faculty of Pharmacy, Uppsala University, Husargatan 3, 752 37 Uppsala, Sweden
- Faculty of Medicine, Vilnius University, Universiteto g. 3, LT-01513 Vilnius, Lithuania
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, Medication Adherence Expertise Center of the Northern Netherlands (MAECON), University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
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23
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Meertens M, Muntinghe-Wagenaar MB, Sikkema BJ, Lopez-Yurda M, Retèl VP, Paats MS, Ter Heine R, Schuuring E, Timens W, Touw DJ, van Boven JFM, de Langen AJ, Hashemi SMS, Hendriks LEL, Croes S, van den Heuvel MM, Dingemans AMC, Mathijssen RHJ, Smit EF, Huitema ADR, Steeghs N, van der Wekken AJ. Therapeutic drug monitoring guided dosing versus standard dosing of alectinib in advanced ALK positive non-small cell lung cancer patients: Study protocol for an international, multicenter phase IV randomized controlled trial (ADAPT ALEC). Front Oncol 2023; 13:1136221. [PMID: 36969063 PMCID: PMC10035072 DOI: 10.3389/fonc.2023.1136221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 02/22/2023] [Indexed: 03/11/2023] Open
Abstract
BackgroundAlectinib is first-line therapy in patients with stage IV non-small cell lung carcinoma (NSCLC) and an anaplastic lymphoma kinase (ALK) fusion. A shorter median progression-free survival (mPFS) was observed when alectinib minimum plasma concentrations during steady state (Cmin,SS) were below 435 ng/mL. This may suggest that patients should have an alectinib Cmin,SS ≥ 435 ng/mL for a more favorable outcome. This potential target could be attained by using therapeutic drug monitoring (TDM), i.e. adjusting the dose based on measured plasma trough concentrations. Hypothetically, this will increase mPFS, but this has not yet been evaluated in a randomized controlled trial (RCT). Therefore, the ADAPT ALEC trial is designed, with the primary objective to prolong mPFS in NSCLC patients treated with alectinib by using TDM.MethodsADAPT ALEC is a multicenter, phase IV RCT, in which patients aged ≥ 18 years with advanced ALK positive (+) NSCLC eligible for alectinib in daily care are enrolled. Participants will be randomized (1:1 ratio) into intervention arm A (TDM) or B (control), stratified by brain metastases and prior ALK treatments. Starting dose in both arms is the approved flat fixed dose of alectinib 600 mg taken twice daily with food. In case of alectinib Cmin,SS < 435 ng/mL, arm A will receive increased doses of alectinib till Cmin,SS ≥ 435 ng/mL when considered tolerable. The primary outcome is mPFS, where progressive disease is defined according to RECIST v1.1 or all-cause death and assessed by CT-scans and MRI brain. Secondary endpoints are feasibility and tolerability of TDM, patient and physician adherence, overall response rate, median overall survival, intracranial PFS, quality of life, toxicity, alectinib-M4 concentrations and cost-effectiveness of TDM. Exploratory endpoints are circulating tumor DNA and body composition.DiscussionThe ADAPT ALEC will show whether treatment outcomes of patients with advanced ALK+ NSCLC improve when using TDM-guided dosing of alectinib instead of fixed dosing. The results will provide high quality evidence for deciding whether TDM should be implemented as standard of care and this will have important consequences for the prescribing of alectinib.Clinical trial registrationClinicalTrials.gov, identifier NCT05525338.
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Affiliation(s)
- Marinda Meertens
- Department of Pharmacy and Pharmacology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - M. Benthe Muntinghe-Wagenaar
- Department of Pulmonology and Tuberculosis, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Barend J. Sikkema
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Marta Lopez-Yurda
- Department of Biometrics, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Valesca P. Retèl
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Marthe S. Paats
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Rob Ter Heine
- Department of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical Center Nijmegen, Nijmegen, Netherlands
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Wim Timens
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Daan J. Touw
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Adrianus. J. de Langen
- Department of Thoracic Oncology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, Netherlands
| | - Sayed M. S. Hashemi
- Department of Pulmonary Medicine, Amsterdam University Medical Center, VU University Medical Center, Amsterdam, Netherlands
| | - Lizza E. L. Hendriks
- Department of Respiratory Medicine, Maastricht University Medical Center, GROW School for Oncology and Reproduction, Maastricht, Netherlands
| | - Sander Croes
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Center, CARIM School for Cardiovascular disease, Maastricht, Netherlands
| | | | - Anne-Marie C. Dingemans
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Ron H. J. Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Egbert F. Smit
- Department of Pulmonology, Leiden University Medical Center, Leiden, Netherlands
| | - Alwin D. R. Huitema
- Department of Pharmacy and Pharmacology, Netherlands Cancer Institute, Amsterdam, Netherlands
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht, Netherlands
- Department of Pharmacology, Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
| | - Neeltje Steeghs
- Department of Clinical Pharmacology, Division of Medical Oncology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, Netherlands
| | - Anthonie J. van der Wekken
- Department of Pulmonology and Tuberculosis, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- *Correspondence: Anthonie J. van der Wekken,
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24
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Iskandar D, Suwantika AA, Pradipta IS, Postma MJ, van Boven JFM. Clinical and economic burden of drug-susceptible tuberculosis in Indonesia: national trends 2017-19. Lancet Glob Health 2023; 11:e117-e125. [PMID: 36435182 DOI: 10.1016/s2214-109x(22)00455-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 09/28/2022] [Accepted: 10/10/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND The global incidence of tuberculosis is decreasing, yet it remains high in Indonesia. The Indonesian National Tuberculosis Program facilitates mandatory notification, which enables early detection and treatment, minimises complications, prevents transmission, and decreases deaths. This study aimed to assess the characteristics, trends, and economic burden of notified drug-susceptible tuberculosis cases registered in this system from 2017 to 2019. METHODS We performed a multiyear cross-sectional study focusing on drug-susceptible tuberculosis notified cases, incidence, geographical tuberculosis case distribution, treatment outcomes, and costs in Indonesia using data from Sistem Informasi Tuberkulosis (2017-19). The settings were Indonesian health-care facilities that provide tuberculosis control programmes and services. Eligible patients were those who were diagnosed with drug-susceptible tuberculosis and notified to Sistem Informasi Tuberkulosis. FINDINGS Between 2017 and 2019, notified cases increased from 429 219 to 523 614 individuals, corresponding to an increase in incidence from 167 cases per 100 000 to 196 cases per 100 000. In 2019, more than 250 cases per 100 000 inhabitants were notified in Jakarta, North Sulawesi, Gorontalo, and Papua. Treatment success rate increased from 363 098 (84·60%) of 429 219 in 2017 to 452 966 (86·51%) of 523 614 in 2019, with a relatively stable mortality, changing from 3·15% to 3·05%. HIV status was increasingly confirmed, with unknown status decreasing from 66·21% to 43·68%. The costs of visits and monitoring and drug regimens were relatively stable, with total direct medical costs slightly increasing from US$39·40 to $40·40 per case. INTERPRETATION Progress was made on drug-susceptible tuberculosis management in Indonesia. However, further intensified efforts, including case-finding, optimising diagnosis, and cost-effective tuberculosis management are required if Indonesia is to achieve the 2025 WHO End Tuberculosis Strategy target incidence of fewer than 55 cases per 100 000 people. These data are an important starting point for understanding drug-susceptible tuberculosis dynamics in Indonesia and optimising its management. FUNDING Directorate General of Higher Education; Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia.
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Affiliation(s)
- Deni Iskandar
- Faculty of Pharmacy, Bhakti Kencana University, Bandung, Indonesia; Unit of Global Health, Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, Netherlands; Research Institute Science in Healthy Aging and healthcaRE, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.
| | - Auliya A Suwantika
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, Indonesia; Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Bandung, Indonesia; Center for Health Technology Assessment, Universitas Padjadjaran, Bandung, Indonesia
| | - Ivan S Pradipta
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, Indonesia; Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Bandung, Indonesia; Indonesian Tuberculosis Research Network/Jet Set TB Indonesia
| | - Maarten J Postma
- Unit of Global Health, Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, Netherlands; Research Institute Science in Healthy Aging and healthcaRE, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands; Groningen Research Institute for Asthma and COPD, University Medical Center Groningen, University of Groningen, Groningen, Netherlands; Centre for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia
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25
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van de Hei SJ, Poot CC, van den Berg LN, Meijer E, van Boven JFM, Flokstra-de Blok BMJ, Postma MJ, Chavannes NH, Kocks JWH. Effectiveness, usability and acceptability of a smart inhaler programme in patients with asthma: protocol of the multicentre, pragmatic, open-label, cluster randomised controlled ACCEPTANCE trial. BMJ Open Respir Res 2022; 9:9/1/e001400. [PMID: 36522130 PMCID: PMC9756226 DOI: 10.1136/bmjresp-2022-001400] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Suboptimal asthma control is associated with incorrect inhaler use and poor medication adherence, which could lead to unfavourable clinical and economic outcomes. Smart inhaler programmes using electronic monitoring devices (EMDs) could support self-management and increase medication adherence and asthma control. However, evidence on long-term benefits and acceptability is scarce. This study aims to investigate the effectiveness of a smart inhaler asthma self-management programme on medication adherence and clinical outcomes in adults with uncontrolled asthma, to evaluate its acceptability and to identify subgroups who would benefit most based on patient characteristics. METHODS AND ANALYSIS This open-label cluster randomised controlled trial of 12 months will be conducted in primary care in the Netherlands. General practices will be randomly assigned to either intervention or control group. We aim to include 242 patients. The intervention consists of (1) an EMD attached to the patient's inhaler that measures medication use; (2) a smartphone application to set medication reminders, receive motivational messages and track asthma symptoms; and (3) a portal for healthcare professionals to view data on medication use. The control group is passively monitored by the EMD but cannot view their inhaler data or receive feedback. Eligible patients are adults with suboptimal controlled asthma (Asthma Control Questionnaire score ≥0.75) with evidence of non-adherence established by the EMD during a 6-week run-in period. Primary outcome is the difference in mean medication adherence between intervention and control group. Secondary outcomes include asthma control, asthma-related quality of life, exacerbations, acceptance, cost-effectiveness and whether the effect of the intervention on medication adherence and asthma control is modified by patient characteristics (eg, self-efficacy, medication beliefs and eHealth literacy).Trial registration numberNL7854.
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Affiliation(s)
- Susanne J van de Hei
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands,General Practitioners Research Institute, Groningen, The Netherlands,Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Charlotte C Poot
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Liselot N van den Berg
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Eline Meijer
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Job F M van Boven
- Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center Groningen, Groningen, Netherlands,Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands,Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, The Netherlands
| | - Bertine M J Flokstra-de Blok
- General Practitioners Research Institute, Groningen, The Netherlands,Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center Groningen, Groningen, Netherlands,Department of Pediatric Pulmonology and Pediatric Allergology, Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Maarten J Postma
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Niels H Chavannes
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Janwillem W H Kocks
- General Practitioners Research Institute, Groningen, The Netherlands,Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center Groningen, Groningen, Netherlands,Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, The Netherlands,Observational and Pragmatic Research Institute, Singapore
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26
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Ghimire S, Iskandar D, van der Borg-Boekhout R, Zenina M, Bolhuis MS, Kerstjens HAM, van Rossum M, Touw DJ, Zijp TR, van Boven JFM, Akkerman OW. Combining digital adherence technology and therapeutic drug monitoring for personalised tuberculosis care. Eur Respir J 2022; 60:2201690. [PMID: 36356974 DOI: 10.1183/13993003.01690-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 10/14/2022] [Indexed: 11/12/2022]
Affiliation(s)
- Samiksha Ghimire
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Deni Iskandar
- Unit of Global Health, Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Roelina van der Borg-Boekhout
- TB center Beatrixoord, Haren, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Marina Zenina
- TB center Beatrixoord, Haren, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Mathieu S Bolhuis
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Huib A M Kerstjens
- Department of Pulmonary Diseases and Tuberculosis, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Marieke van Rossum
- TB center Beatrixoord, Haren, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Daan J Touw
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Medication Adherence Expertise Center Of the northern Netherlands (MAECON), Groningen, The Netherlands
- Institute of Pharmacy, Department of Pharmaceutical Analysis, University of Groningen, Groningen, The Netherlands
| | - Tanja R Zijp
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Medication Adherence Expertise Center Of the northern Netherlands (MAECON), Groningen, The Netherlands
| | - Onno W Akkerman
- TB center Beatrixoord, Haren, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Pulmonary Diseases and Tuberculosis, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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27
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Rollema C, van Roon EN, van Boven JFM, Hagedoorn P, Klemmeier T, Kocks JH, Metting EI, Oude Elberink HNG, Peters TTA, San Giorgi MRM, de Vries TW. Pharmacology, particle deposition and drug administration techniques of intranasal corticosteroids for treating allergic rhinitis. Clin Exp Allergy 2022; 52:1247-1263. [PMID: 35947495 DOI: 10.1111/cea.14212] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 07/29/2022] [Accepted: 08/01/2022] [Indexed: 01/26/2023]
Abstract
This review presents an overview of the available literature regarding intranasal corticosteroids (INCs) for the treatment of allergic rhinitis (AR). Various treatment options exist for AR including INCs, antihistamines and leucotriene antagonists. INCs are considered to be the most effective therapy for moderate-to-severe AR, as they are effective against nasal and ocular symptoms and improve quality of life. Their safety has been widely observed. INCs are effective and safe for short-term use. Local adverse events are observed but generally well-tolerated. The occurrence of (serious) systemic adverse events is unlikely but cannot be ruled out. There is a lack of long-term safety data. INC may cause serious eye complications. The risk of INCs on the hypothalamic-pituitary-adrenal axis, on bone mineral density reduction or osteoporosis and on growth in children, should be considered during treatment. Pharmacological characteristics of INCs (e.g. the mode of action and pharmacokinetics) are well known and described. We sought to gain insight into whether specific properties affect the efficacy and safety of INCs, including nasal particle deposition, which the administration technique affects. However, advances are lacking regarding the improved understanding of the effect of particle deposition on efficacy and safety and the effect of the administration technique. This review emphasizes the gaps in knowledge regarding this subject. Advances in research and health care are necessary to improve care for patients with AR.
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Affiliation(s)
- Corine Rollema
- Department of Clinical Pharmacy and Pharmacology, Medical Centre Leeuwarden, Leeuwarden, The Netherlands
| | - Eric N van Roon
- Department of Clinical Pharmacy and Pharmacology, Medical Centre Leeuwarden, Leeuwarden, The Netherlands.,Department PharmacoTherapy, Epidemiology and Economy, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Paul Hagedoorn
- Department of Pharmaceutical Technology and Biopharmacy, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Titia Klemmeier
- Department of Pulmonology, Martini Hospital Groningen, Groningen, The Netherlands
| | - Janwillem H Kocks
- Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,General Practitioners Research Institute (GRIP), Groningen, The Netherlands.,Observational and Pragmatic Research Institute, Singapore City, Singapore.,Department of Pulmonology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Esther I Metting
- Data Science Center in Health, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands
| | - Hanneke N G Oude Elberink
- Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Department of Allergology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Thomas T A Peters
- Department of Otorhinolaryngology, Medical Centre Leeuwarden, Leeuwarden, The Netherlands
| | - Michel R M San Giorgi
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | - Tjalling W de Vries
- Department of Paediatrics, Medical Centre Leeuwarden, Leeuwarden, The Netherlands
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Paske RT, van Dijk L, Linn AJ, van Boven JFM, Koster ES, Vervloet M. Better use of inhaled medication in asthma and COPD through training, preparation and counselling: the On TRACk study protocol for a cluster randomised controlled trial. BMJ Open 2022; 12:e061266. [PMID: 36691116 PMCID: PMC9454022 DOI: 10.1136/bmjopen-2022-061266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 07/27/2022] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION About 70% of patients with asthma and/or chronic obstructive pulmonary disease (COPD) use their inhaled medication incorrectly, leading to reduced disease control, higher healthcare use and costs. Adequate guidance from the pharmacy team from first dispense onwards can benefit patients in the long run. We propose an intervention ('On TRACk') to improve medication adherence and inhaler technique of adult patients with asthma and/or COPD. This intervention focuses on training pharmacy technicians (PTs) in patient-centred communication and inhalation instruction skills. In addition, patients are actively involved in refill consultations at the pharmacy. The aim of this study is to improve inhaler technique and better inhaled medication adherence among patients with asthma and/or COPD. This paper describes the study protocol. METHODS AND ANALYSIS A cluster randomised controlled trial (RCT) with an intervention and control group of 15 pharmacies each will be conducted. Per intervention pharmacy, two PTs will be trained online. Each PT will include five patients who will prepare their second and third dispense counselling sessions by selecting three topics they wish to discuss. Pharmacies in the control cluster provide usual care. In total, 300 patients (150 per group) will be included. Up to 12 months after inclusion, patients complete 3-monthly follow-up questionnaires. Both a process evaluation and a cost-effectiveness analysis will be performed alongside the trial. Trial effectiveness on the patient level will be evaluated after the 12-month follow-up period.Patient data will be collected through questionnaires and pharmacy refill data. Patients' inhaler technique will be visually assessed by PTs. Semistructured interviews with PTs and patients will be conducted regarding implementation and fidelity. Direct and indirect health costs will be collected to assess cost-effectiveness.The primary outcome is adherence to inhalation maintenance medication measured with pharmacy refill data. Secondary outcomes are inhaler technique, persistence, patients' attitudes towards medication, self-efficacy in medication use and communication with their PTs. ETHICS AND DISSEMINATION The study was approved by the Vrije Universiteit Amsterdam Ethics Committee (number: 2020.358). Results will be presented at (inter)national conferences and published in peer-reviewed journals. If proven to be (cost-)effective, the intervention should be considered for reimbursement and implementation in Dutch community pharmacies. TRIAL REGISTRATION NUMBER NL9750.
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Affiliation(s)
- R Te Paske
- Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands
- Department of PharmacoTherapy, Epidemiology & Economics, Groningen Research Institute of Pharmacy, Faculty of Mathematics and Natural Sciences, University of Groningen, Groningen, The Netherlands
| | - Liset van Dijk
- Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands
- Department of PharmacoTherapy, Epidemiology & Economics, Groningen Research Institute of Pharmacy, Faculty of Mathematics and Natural Sciences, University of Groningen, Groningen, The Netherlands
| | - Annemiek J Linn
- Amsterdam School of Communication Research/ASCoR, University of Amsterdam, Amsterdam, The Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Ellen S Koster
- Utrecht Pharmacy Practice network for Education and Research (UPPER), Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, The Netherlands
| | - Marcia Vervloet
- Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands
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Leving MT, van Boven JFM, Bosnic-Anticevich SZ, van Cooten J, Correia de Sousa J, Cvetkovski B, Dekhuijzen R, Dijk L, García Pardo M, Gardev A, Gawlik R, van der Ham I, Hartgers-Gubbels ES, Janse Y, Lavorini F, Maricoto T, Meijer J, Metz B, Price DB, Roman-Rodríguez M, Schuttel K, Stoker N, Tsiligianni I, Usmani OS, Kocks JH. Suboptimal Peak Inspiratory Flow and Critical Inhalation Errors are Associated with Higher COPD-Related Healthcare Costs. Int J Chron Obstruct Pulmon Dis 2022; 17:2401-2415. [PMID: 36185173 PMCID: PMC9521797 DOI: 10.2147/copd.s380736] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 09/12/2022] [Indexed: 12/03/2022] Open
Abstract
Purpose To assess the relationship between suboptimal Peak Inspiratory Flow (sPIF), inhalation technique errors, and non-adherence, with Healthcare Resource Utilisation (HCRU) in Chronic Obstructive Pulmonary Disease (COPD) patients receiving maintenance therapy via a Dry Powder Inhaler (DPI). Patients and methods The cross-sectional, multi-country PIFotal study included 1434 COPD patients (≥40 years) using a DPI for maintenance therapy. PIF was measured with the In-Check DIAL G16, and sPIF was defined as a typical PIF lower than required for the device. Inhalation technique was assessed by standardised evaluation of video recordings and grouped into 10 steps. Patients completed the “Test of Adherence to Inhalers” questionnaire. HCRU was operationalised as COPD-related costs for primary healthcare, secondary healthcare, medication, and total COPD-related costs in a 1-year period. Results Participants with sPIF had higher medication costs compared with those with optimal PIF (cost ratio [CR]: 1.07, 95% CI [1.01, 1.14]). Multiple inhalation technique errors were associated with increased HCRU. Specifically, “insufficient inspiratory effort” with higher secondary healthcare costs (CR: 2.20, 95% CI [1.37, 3.54]) and higher total COPD-related costs (CR: 1.16, 95% CI 1.03–1.31). “no breath-hold following the inhalation manoeuvre (<6 s)” with higher medication costs (CR: 1.08, 95% CI [1.02, 1.15]) and total COPD-related costs (CR 1.17, 95% CI [1.07, 1.28]), and “not breathing out calmly after inhalation” with higher medication costs (CR: 1.19, 95% CI [1.04, 1.37]). Non-adherence was not significantly associated with HCRU. Conclusion sPIF and inhalation technique errors were associated with higher COPD-related healthcare utilisation and costs in COPD patients on DPI maintenance therapy.
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Affiliation(s)
- Marika T Leving
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Job F M van Boven
- University Medical Centre Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, Groningen, the Netherlands
- University Medical Centre Groningen, Department of Clinical Pharmacy & Pharmacology, University of Groningen, Groningen, the Netherlands
- Medication Adherence Expertise Centre of the Northern Netherlands (MAECON), Groningen, the Netherlands
| | - Sinthia Z Bosnic-Anticevich
- Woolcock Institute of Medical Research, University of Sydney, Sydney, Australia
- Sydney Local Health District, Sydney, Australia
| | - Joyce van Cooten
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Jaime Correia de Sousa
- Life and Health Sciences Research Institute (ICVS), PT Government Associate Laboratory, School of Medicine, University of Minho, Braga, Portugal
| | - Biljana Cvetkovski
- Woolcock Institute of Medical Research, University of Sydney, Sydney, Australia
| | | | - Lars Dijk
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Marina García Pardo
- Primary Care Respiratory Research Unit, Instituto De Investigación Sanitaria De Baleares (IdISBa), Palma de Mallorca, Spain
| | - Asparuh Gardev
- Boehringer Ingelheim International GmbH, Ingelheim am Rhein, Germany
| | - Radosław Gawlik
- Department of Internal Medicine, Allergology, Clinical Immunology, Medical University of Silesia, Katowice, Poland
| | - Iris van der Ham
- General Practitioners Research Institute, Groningen, the Netherlands
| | | | - Ymke Janse
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Federico Lavorini
- Department of Experimental and Clinical Medicine, Careggi University Hospital, Florence, Italy
| | - Tiago Maricoto
- Faculty of Health Sciences, University of Beira Interior, Covilha, Portugal
| | - Jiska Meijer
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Boyd Metz
- General Practitioners Research Institute, Groningen, the Netherlands
| | - David B Price
- Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
- Observational and Pragmatic Research Institute, Singapore
| | - Miguel Roman-Rodríguez
- Primary Care Respiratory Research Unit, Instituto De Investigación Sanitaria De Baleares (IdISBa), Palma de Mallorca, Spain
| | - Kirsten Schuttel
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Nilouq Stoker
- General Practitioners Research Institute, Groningen, the Netherlands
| | - Ioanna Tsiligianni
- Department of Social Medicine, Health Planning Unit, Faculty of Medicine, University of Crete, Rethymno, Greece
| | - Omar S Usmani
- Airway Disease, National Heart and Lung Institute (NHLI), Imperial College London and Royal Brompton Hospital, London, UK
| | - Janwillem H Kocks
- General Practitioners Research Institute, Groningen, the Netherlands
- University Medical Centre Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, Groningen, the Netherlands
- Observational and Pragmatic Research Institute, Singapore
- Department of Pulmonology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Correspondence: Janwillem H Kocks, General Practitioners Research Institute, Professor Enno Dirk Wiersmastraat 5, Groningen, 9713 GH, the Netherlands, Tel +31 50 211 3898, Email
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Bandiera C, Ribaut J, Dima AL, Allemann SS, Molesworth K, Kalumiya K, Käser F, Olson MS, Burnier M, van Boven JFM, Szucs T, Albrecht D, Wilson I, De Geest S, Schneider MP. Swiss Priority Setting on Implementing Medication Adherence Interventions as Part of the European ENABLE COST Action. Int J Public Health 2022; 67:1605204. [PMID: 36032275 PMCID: PMC9411421 DOI: 10.3389/ijph.2022.1605204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 07/18/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
- Carole Bandiera
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, University of Lausanne, Geneva, Switzerland
| | - Janette Ribaut
- Nursing Science, Department Public Health, Faculty of Medicine, University of Basel, Basel, Switzerland
- Department of Hematology, University Hospital of Basel, Basel, Switzerland
| | - Alexandra L. Dima
- Research and Development Unit, Institut de Recerca Sant Joan de Déu, Barcelona, Spain
| | - Samuel S. Allemann
- Pharmaceutical Care, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Kate Molesworth
- Swiss Centre for International Health, Swiss Tropical and Public Health Institute, University of Basel, Basel, Switzerland
| | - Kabeza Kalumiya
- Patient-as-Partner Project, Geneva University Hospitals, Geneva, Switzerland
| | | | - Melvin Skip Olson
- Real World Data Strategy and Innovation, Novartis Pharma AG, Basel, Switzerland
| | - Michel Burnier
- Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, Netherlands
| | - Thomas Szucs
- European Center of Pharmaceutical Medicine, University of Basel, Basel, Switzerland
| | - Daniel Albrecht
- Federal Department of Home Affairs, Federal Office of Public Health Division, Bern, Switzerland
| | - Ira Wilson
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, United States
| | - Sabina De Geest
- Nursing Science, Department Public Health, Faculty of Medicine, University of Basel, Basel, Switzerland
- Academic Center for Nursing and Midwifery, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
- *Correspondence: Sabina De Geest, ; Marie P. Schneider,
| | - Marie P. Schneider
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, University of Lausanne, Geneva, Switzerland
- *Correspondence: Sabina De Geest, ; Marie P. Schneider,
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Kardas P, Bago M, Barnestein-Fonseca P, Garuolienė K, Granas AG, Gregório J, Hadžiabdić MO, Kostalova B, Leiva-Fernández F, Lewek P, Mala-Ladova K, Schneider MP, van Boven JFM, Volmer D, Ziampara I, Ágh T. Reimbursed medication adherence enhancing interventions in 12 european countries: Current state of the art and future challenges. Front Pharmacol 2022; 13:944829. [PMID: 36034792 PMCID: PMC9403510 DOI: 10.3389/fphar.2022.944829] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Accepted: 07/06/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Medication non-adherence jeopardises the effectiveness of chronic therapies and negatively affects financial sustainability of healthcare systems. Available medication adherence-enhancing interventions (MAEIs) are utilised infrequently, and even more rarely reimbursed. The aim of this paper was to review reimbursed MAEIs across selected European countries.Methods: Data on reimbursed MAEIs were collected from European countries at the ENABLE Cost Action expert meeting in September 2021. The identified MAEIs were analysed and clustered according to their characteristics, direct vs. indirect relation to adherence, and the targeted adherence phase.Results: Out of 12 contributing countries, 10 reported reimbursed MAEIs, 28 in total, of which 20 were identified as MAEIs targeting adherence directly. Reimbursed MAEIs were most often performed by either doctors (n = 6), nurses (n = 6), or pharmacists (n = 3). The most common types of MAEIs were education (n = 6), medication regimen management (n = 5), and adherence monitoring feedback (n = 4). Only seven reimbursed MAEIs were technology-mediated, whereas 11 addressed two interlinked phases of medication adherence, i.e., implementation and persistence.Conclusion: Our review highlights the scarcity of reimbursed MAEIs across the selected European countries, and calls for their more frequent use and reimbursement.
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Affiliation(s)
- Przemysław Kardas
- Medication Adherence Research Centre, Department of Family Medicine, Medical University of Lodz, Lodz, Poland
- *Correspondence: Przemysław Kardas,
| | - Martina Bago
- Reference Center of Pharmacoepidemiology, Research and Teaching Department, Andrija Stampar Teaching Institute of Public Health, Zagreb, Croatia
| | - Pilar Barnestein-Fonseca
- CUDECA Institute for Training and Research in Palliative Care, CUDECA Hospice Foundation, Málaga, Spain; Instituto de Investigación Biomédica de Málaga-IBIMA Group C08: Pharma Economy: Clinical and Economic Evaluation of Medication and Palliative Care, Málaga, Spain
| | - Kristina Garuolienė
- Pharmacy Center, Institute of Biomedical Science, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Anne Gerd Granas
- Section for Pharmaceutics and Social Pharmacy, Department of Pharmacy, University of Oslo, Oslo, Norway
- Norwegian Centre for E-health Research, University Hospital of North Norway, Tromsø, Norway
| | - João Gregório
- CBIOS – Universidade Lusófona’s Research Center for Biosciences and Health Technologies, Lisbon, Portugal
| | - Maja Ortner Hadžiabdić
- Centre for Applied Pharmacy, Faculty of Pharmacy and Biochemistry, University of Zagreb, Zagreb, Croatia
| | - Barbora Kostalova
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Francisca Leiva-Fernández
- Multiprofessional Teaching Unit of Community and Family Care Primary Care District Málaga-Guadalhorce, Andalusian Health Service (SAS), Instituto de Investigación Biomédica de Málaga-IBIMA Group C08, Málaga, Spain
| | - Pawel Lewek
- Medication Adherence Research Centre, Department of Family Medicine, Medical University of Lodz, Lodz, Poland
| | - Katerina Mala-Ladova
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Marie Paule Schneider
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, Medication Adherence Expertise Center of the Northern Netherlands (MAECON), University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Daisy Volmer
- Faculty of Medicine, Institute of Pharmacy, University of Tartu, Tartu, Estonia
| | - Ioli Ziampara
- Health Insurance Organization, National Health Insurance System, Nicosia, Cyprus
| | - Tamás Ágh
- Syreon Research Institute, Budapest, Hungary
- Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pécs, Pécs, Hungary
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Beernink JM, Oosterwijk MM, van Boven JFM, Heerspink HJL, Bakker SJL, Navis G, Nijboer RM, Gant CM, Haverkate H, Kruik-Kollöffel WJ, Laverman GD. Adherence to Statin Therapy and Attainment of LDL Cholesterol Targets in an Outpatient Population of Type 2 Diabetes Patients: Analysis in the DIAbetes and LifEstyle Cohort Twente (DIALECT). Front Pharmacol 2022; 13:888110. [PMID: 35903346 PMCID: PMC9315395 DOI: 10.3389/fphar.2022.888110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 06/14/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: To assess adherence to statin therapy and its association with sociodemographic data, medical characteristics, LDLc levels, and LDLc target attainment in real-world T2D patients treated in secondary care.Research Design and Methods: Cross-sectional analyses were performed on baseline data of 393 patients in the DIAbetes and LifEstyle Cohort Twente (DIALECT). The medication possession ratio (MPR), calculated with pharmacy dispensing data, was used to determine adherence to statins for an intended period of 24 months. Statins were included in the analyses if they were used for at least six consecutive months with at least three dispenses. Adherence was defined as an MPR ≥80%. Associations with adherence were assessed using descriptive statistics and binary logistic regression.Results: Overall, 80% of the patients had a statin prescription and of those, 89% were adherent. The proportion of patients who reached LDLc targets of ≤2.5 mmol/L and <1.8 mmol/L differed significantly between the adherent, nonadherent and non-statin group (90% vs. 74% vs. 46%; p < 0.01 and 56% vs. 26% vs. 6%; p < 0.01, respectively). Serum LDLc levels were lower in the adherent versus the nonadherent and non-statin group (1.76 ± 0.60 vs. 2.23 ± 0.90 vs. 2.71 ± 0.67 mmol/L; p < 0.01). Higher HbA1c levels were independently associated with nonadherence (OR: 1.05, 95% CI 1.01–1.08; p < 0.01). Mediation adherence (OR: 2.88, 95% CI 1.04–7.97; p = 0.041) and lower BMI (OR: 0.88, 95% CI 0.81–0.96; p < 0.01) were independently associated with attaining the LDLc target of ≤2.5 mmol/L.Conclusion: In patients with T2D treated in secondary care, statin adherence was relatively high and was associated with significantly lower LDLc levels. It is important to identify nonadherence as it appeared an important determinant of failure to reach LDLc targets. The finding that many patients who failed to attain LDLc targets did not receive statin treatment offers an opportunity to improve diabetes care.
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Affiliation(s)
- Jelle M. Beernink
- Department of Internal Medicine/Nephrology, Ziekenhuis Groep Twente, Almelo, Netherlands
- *Correspondence: Jelle M. Beernink, ,
| | - Milou M. Oosterwijk
- Department of Internal Medicine/Nephrology, Ziekenhuis Groep Twente, Almelo, Netherlands
| | - Job F. M. van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, Netherlands
| | - Hiddo J. L. Heerspink
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Stephan J. L. Bakker
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, Netherlands
- Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Gerjan Navis
- Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Roos M. Nijboer
- Department of Internal Medicine/Nephrology, Ziekenhuis Groep Twente, Almelo, Netherlands
| | - Christina M. Gant
- Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Internal Medicine, Meander Medical Center, Amersfoort, Netherlands
| | - Heleen Haverkate
- Department of Clinical Pharmacy, Ziekenhuis Groep Twente, Almelo, Netherlands
| | | | - Gozewijn D. Laverman
- Department of Internal Medicine/Nephrology, Ziekenhuis Groep Twente, Almelo, Netherlands
- Biomedical Signals and Systems (BSS), University of Twente, Enschede, Netherlands
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Dierick BHJ, Achterbosch M, Been-Buck S, Klemmeier T, van de Hei SJ, Hagedoorn P, Kerstjens HAM, Kocks JWH, van Boven JFM. Can electronic monitoring with a digital smart spacer support personalised medication adherence and inhaler technique education in patients with asthma?: Protocol of the randomised controlled OUTERSPACE trial. BMJ Open 2022; 12:e059929. [PMID: 35697450 PMCID: PMC9196171 DOI: 10.1136/bmjopen-2021-059929] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION Medication adherence and inhaler technique in patients with asthma remain suboptimal. A digital, smart spacer may support personalised adherence and inhaler technique education. The aim of this study is to assess the feasibility of undertaking a definitive randomised controlled trial of personalised, smart spacer data-driven education and explore clinical benefits. METHODS AND ANALYSIS We present the design of the multicentre, randomised controlled OUtcomes following Tailored Education and Retraining: Studying Performance and AdherenCE feasibility trial of 2 months. Patients will be recruited from four Dutch general practices. At t=-1, patients with asthma ≥18 years using inhaled corticosteroids±long-acting beta-agonists±short-acting beta-agonists administered with a pressurised-metered-dose-inhaler and spacer (n=40) will use a smart spacer for 1 month. The rechargeable CE-marked smart spacer (Aerochamber Plus with Flow Vu) includes a sensor that monitors adherence and inhalation technique to prescribed dosing regimen of both maintenance and reliever inhalers. After 1 month (t=0), patients are 1:1 randomised into two groups: control group (usual care) versus intervention group (personalised education). At t=-1, t=0 and t=1 month, the Asthma Control Questionnaire (ACQ), Work Productivity and Activity Impairment (WPAI) questionnaire and Test of Adherence to Inhalers (TAI) are administered and fractional exhaled nitric oxide (FeNO) is assessed. At t=0 and t=1, spirometry is performed. At t=1, usability and satisfaction will be analysed using the System Usability Scale and interviews with patients and healthcare providers. Primary outcome is the overall feasibility of a definitive trial assessed by patient recruitment speed, participation and drop-out rate. Secondary outcomes are patient and healthcare provider satisfaction and exploratory clinical outcomes are adherence, inhaler technique, TAI score, FeNO, lung function, ACQ and WPAI. ETHICS AND DISSEMINATION Ethical approval was obtained from the RTPO in Leeuwarden, Netherlands (number: NL78361.099.21). Patients will provide written informed consent. Study findings will be disseminated through conferences and peer-reviewed scientific and professional journals. TRIAL REGISTRATION NUMBER NL9637.
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Affiliation(s)
- Boudewijn H J Dierick
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of General Practice & Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
| | - Maria Achterbosch
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Sandra Been-Buck
- Department of Pulmonology, Martini Hospital, Groningen, The Netherlands
| | - Titia Klemmeier
- Department of Pulmonology, Martini Hospital, Groningen, The Netherlands
| | - Susanne J van de Hei
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Paul Hagedoorn
- Pharmaceutical Technology and Biopharmacy, University of Groningen, Groningen, The Netherlands
- Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands
| | - Huib A M Kerstjens
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
- Department of Pulmonary Diseases and Tuberculosis, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Janwillem W H Kocks
- Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands
- Observational and Pragmatic Research Institute, Singapore
- General Practitioners Research Institute, Groningen, The Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
- Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands
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Schnoor K, Versluis A, Bakema R, van Luenen S, Kooij MJ, van den Heuvel JM, Teichert M, Honkoop PJ, van Boven JFM, Chavannes NH, Aardoom JJ. A Pharmacy-Based eHealth Intervention Promoting Correct Use of Medication in Patients With Asthma and COPD: Nonrandomized Pre-Post Study. J Med Internet Res 2022; 24:e32396. [PMID: 35675120 PMCID: PMC9218880 DOI: 10.2196/32396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 02/10/2022] [Accepted: 05/12/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Asthma and chronic obstructive pulmonary disease (COPD) affect millions of people worldwide. While medication can control and improve disease symptoms, incorrect use of medication is a common problem. The eHealth intervention SARA (Service Apothecary Respiratory Advice) aims to improve participants' correct use of inhalation medication by providing information and as-needed tailored follow-up support by a pharmacist. OBJECTIVE The primary aim of this study was to investigate the effect of SARA on exacerbation rates in participants with asthma and COPD. Secondary aims were to investigate its effects in terms of adherence to maintenance medication and antimycotic treatment. METHODS In this nonrandomized pre-post study, medication dispensing data from 382 Dutch community pharmacies were included. Exacerbation rates were assessed with dispensed short-course oral corticosteroids. Medication adherence between new and chronic users was assessed by calculating the proportion of days covered from dispensed inhalation maintenance medication. Antimycotic treatment was investigated from dispensed oral antimycotics in participants who were also dispensed inhaled corticosteroids (ICS). Outcomes were assessed 1 year before and 1 year after implementation of SARA and were compared between SARA participants and control participants. More specifically, for exacerbation rates and medication adherence, a difference score was calculated (ie, 1 year after SARA minus 1 year before SARA) and was subsequently compared between the study groups with independent-samples t tests. For antimycotics, the relative number of participants who were dispensed antimycotics was calculated and subsequently analyzed with a mixed-effects logistic regression. RESULTS The study population comprised 9452 participants, of whom 2400 (25.39%) were SARA participants. The mean age of the population was 60.8 (15.0) years, and approximately two-thirds (n=5677, 60.06%) were female. The results showed an increase in mean exacerbation rates over time for both study groups (SARA: 0.05; control: 0.15). However, this increase in exacerbation rates was significantly lower for SARA participants (t9450=3.10, 95% CI 0.04-0.16; P=.002; Cohen d=0.06). Chronic users of inhalation medication in both study groups showed an increase in mean medication adherence over time (SARA: 6.73; control: 4.48); however, this increase was significantly higher for SARA participants (t5886=-2.74, 95% CI -3.86 to -0.84; P=.01; Cohen d=-0.07). Among new users of inhalation medication, results showed no significant difference in medication adherence between SARA and control participants in the year after implementation of SARA (t1434=-1.85, 95% CI -5.60 to 0.16; P=.06; Cohen d=-0.10). Among ICS users, no significant differences between the study groups were found over time in terms of the proportion of participants who were dispensed antimycotics (t5654=0.29, 95% CI -0.40 to 0.54; P=.76; Cohen d=0). CONCLUSIONS This study provides preliminary evidence that the SARA eHealth intervention might have the potential to decrease exacerbation rates and improve medication adherence among patients with asthma and COPD.
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Affiliation(s)
- Kyma Schnoor
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
| | - Anke Versluis
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
| | - Robbert Bakema
- Nederlandse Service Apotheek Beheer, 's Hertogenbosch, Netherlands
| | - Sanne van Luenen
- Department of Clinical Psychology, Leiden University, Leiden, Netherlands
| | | | - J Maurik van den Heuvel
- Department of Respiratory Medicine, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Martina Teichert
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Leiden, Netherlands
| | - Persijn J Honkoop
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, Groningen Research Institute for Asthma and COPD, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Niels H Chavannes
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
| | - Jiska J Aardoom
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
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Tay TR, van Boven JFM, Chan A, Hew M. Electronic Inhaler Monitoring for Chronic Airway Disease: Development and Application of a Multidimensional Efficacy Framework. J Allergy Clin Immunol Pract 2022; 10:1189-1201.e1. [PMID: 34915225 DOI: 10.1016/j.jaip.2021.11.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 11/12/2021] [Accepted: 11/23/2021] [Indexed: 06/14/2023]
Abstract
Inhaled therapy is the cornerstone of chronic airway disease therapy, but poor adherence to controller inhalers worsens clinical outcomes and increases cost. Monitoring of controller use is needed to improve adherence, and monitoring of reliever use can predict impending exacerbations. Both can be accurately achieved by electronic inhaler monitoring (EIM). However, evidence for EIM use in clinical practice is limited and varied, and knowledge gaps remain across different outcomes and health settings. We aimed to develop a framework to assess EIM systematically across all aspects of efficacy, apply this framework to the current literature, and identify gaps in efficacy to inform future development in the field. We adapted an existing framework for diagnostic tests, consisting of six levels of efficacy with ascending clinical relevance: technical, diagnostic accuracy, diagnostic thinking, therapeutic, patient outcome, and societal efficacy. Tailoring this framework to EIM, we incorporated expert feedback and applied it to the EIM efficacy literature. We found that EIM has good diagnostic accuracy, diagnostic thinking, and therapeutic efficacies, but evidence is lacking for specific aspects of technical, patient outcome, and societal efficacies. Further development of EIM requires improved reliability, usability, and data security for patients, and optimal integration with electronic medical records and overall patient care. Defining appropriate target patient groups and pairing EIM data with effective interventions, in conjunction with reducing costs through technological innovation and economies of scale, will enhance patient and societal outcome efficacies.
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Affiliation(s)
- Tunn Ren Tay
- Department of Respiratory and Critical Care Medicine, Changi General Hospital, Singapore
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD, University of Groningen, Groningen, the Netherlands; Centre for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, Australia; Medication Adherence Expertise Center of the Northern Netherlands, Groningen, the Netherlands
| | - Amy Chan
- School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Mark Hew
- Allergy, Asthma, and Clinical Immunology, Alfred Hospital, Melbourne, Victoria, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
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Porsbjerg CM, Menzies-Gow AN, Tran TN, Murray RB, Unni B, Audrey Ang SL, Alacqua M, Al-Ahmad M, Al-Lehebi R, Altraja A, Belevskiy AS, Björnsdóttir US, Bourdin A, Busby J, Canonica GW, Christoff GC, Cosio BG, Costello RW, FitzGerald JM, Fonseca JA, Hansen S, Heaney LG, Heffler E, Hew M, Iwanaga T, Jackson DJ, Kocks JWH, Kallieri M, Bruce Ko HK, Koh MS, Larenas-Linnemann D, Lehtimäki LA, Loukides S, Lugogo N, Maspero J, Papaioannou AI, Perez-de-Llano L, Pitrez PM, Popov TA, Rasmussen LM, Rhee CK, Sadatsafavi M, Schmid J, Siddiqui S, Taillé C, Taube C, Torres-Duque CA, Ulrik C, Upham JW, Wang E, Wechsler ME, Bulathsinhala L, Carter V, Chaudhry I, Eleangovan N, Hosseini N, Rowlands MA, Price DB, van Boven JFM. Global Variability in Administrative Approval Prescription Criteria for Biologic Therapy in Severe Asthma. J Allergy Clin Immunol Pract 2022; 10:1202-1216.e23. [PMID: 34990866 DOI: 10.1016/j.jaip.2021.12.027] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 11/08/2021] [Accepted: 12/05/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Regulatory bodies have approved five biologics for severe asthma. However, regional differences in accessibility may limit the global potential for personalized medicine. OBJECTIVE To compare global differences in ease of access to biologics. METHODS In April 2021, national prescription criteria for omalizumab, mepolizumab, reslizumab, benralizumab, and dupilumab were reviewed by severe asthma experts collaborating in the International Severe Asthma Registry. Outcomes (per country, per biologic) were (1) country-specific prescription criteria and (2) development of the Biologic Accessibility Score (BACS). The BACS composite score incorporates 10 prescription criteria, each with a maximum score of 10 points. Referenced to European Medicines Agency marketing authorization specifications, a higher score reflects easier access. RESULTS Biologic prescription criteria differed substantially across 28 countries from five continents. Blood eosinophil count thresholds (usually ≥300 cells/μL) and exacerbations were key requirements for anti-IgE/anti-IL-5/5R prescriptions in around 80% of licensed countries. Most countries (40% for dupilumab to 54% for mepolizumab) require two or more moderate or severe exacerbations, whereas numbers ranged from none to four. Moreover, 0% (for reslizumab) to 21% (for omalizumab) of countries required long-term oral corticosteroid use. The BACS highlighted marked between-country differences in ease of access. For omalizumab, mepolizumab, benralizumab, and dupilumab, only two, one, four, and seven countries, respectively, scored equal or higher than the European Medicines Agency reference BACS. For reslizumab, all countries scored lower. CONCLUSIONS Although some differences were expected in country-specific biologic prescription criteria and ease of access, the substantial differences found in the current study present a challenge to implementing precision medicine across the world.
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Affiliation(s)
- Celeste M Porsbjerg
- Respiratory Research Unit, Copenhagen University Hospital-Bispebjerg, Copenhagen, Denmark
| | - Andrew N Menzies-Gow
- UK Severe Asthma Network and National Registry, Royal Brompton and Harefield Hospitals, London, United Kingdom
| | | | - Ruth B Murray
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Bindhu Unni
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Shi Ling Audrey Ang
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | | | - Mona Al-Ahmad
- Al-Rashed Allergy Center, Ministry of Health, Microbiology Department, Faculty of Medicine, Kuwait University, Kuwait
| | - Riyad Al-Lehebi
- Department of Pulmonology, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Alan Altraja
- Department of Pulmonology, University of Tartu and Lung Clinic, Tartu University Hospital, Tartu, Estonia
| | - Andrey S Belevskiy
- Department of Pulmonology, N.I. Pirogov Russian State National Research Medical University, Moscow, Russian Federation
| | - Unnur S Björnsdóttir
- Department of Respiratory Medicine and Sleep, Landspitali, The National University Hospital of Iceland, Reykjavik, Iceland
| | - Arnaud Bourdin
- PhyMedExp, University of Montpellier, CNRS, INSERM, CHU Montpellier, Montpellier, France
| | - John Busby
- UK Severe Asthma Network and National Registry, Queen's University Belfast, Belfast, Northern Ireland
| | - G Walter Canonica
- Personalized Medicine, Asthma and Allergy, Humanitas Clinical and Research Center IRCCS, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | | | - Borja G Cosio
- Son Espases University Hospital-IdISBa-Ciberes, Mallorca, Spain
| | - Richard W Costello
- Clinical Research Centre, Smurfit Building Beaumont Hospital, Department of Respiratory Medicine, RCSI, Dublin, Ireland
| | | | - João A Fonseca
- Health Information and Decision Sciences Department (MEDCIDS) and Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine of University of Porto, Porto, Portugal
| | - Susanne Hansen
- Respiratory Research Unit, Copenhagen University Hospital-Bispebjerg, Copenhagen, Denmark; Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Liam G Heaney
- Wellcome-Wolfson Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland
| | - Enrico Heffler
- Personalized Medicine, Asthma and Allergy, Humanitas Clinical and Research Center IRCCS, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Mark Hew
- Allergy, Asthma, and Clinical Immunology Service, Alfred Health, Melbourne, Victoria, Australia; Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Takashi Iwanaga
- Center for General Medical Education and Clinical Training, Kindai University Hospital, Osakasayama, Japan
| | - Daniel J Jackson
- UK Severe Asthma Network and National Registry, Guy's and St Thomas' NHS Trust, London, United Kingdom; School of Immunology and Microbial Sciences, King's College London, London, United Kingdom
| | - Janwillem W H Kocks
- Observational and Pragmatic Research Institute, Singapore, Singapore; General Practitioners Research Institute, Groningen, The Netherlands; Groningen Research Institute Asthma and COPD, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Department of Pulmonology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Maria Kallieri
- Second Respiratory Medicine Department, National and Kapodistrian University of Athens Medical School, Attikon University Hospital, Athens, Greece
| | | | - Mariko Siyue Koh
- Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore; SingHealth Duke-NUS Lung Centre, Duke-NUS Medical School, Singapore
| | - Désirée Larenas-Linnemann
- Directora Centro de Excelencia en Asma y Alergia, Hospital Médica Sur, Ciudad de México, Mexico City, Mexico
| | - Lauri A Lehtimäki
- Allergy Centre, Tampere University Hospital, and Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Stelios Loukides
- Second Respiratory Medicine Department, National and Kapodistrian University of Athens Medical School, Attikon University Hospital, Athens, Greece
| | - Njira Lugogo
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, Mich
| | - Jorge Maspero
- Clinical Research for Allergy and Respiratory Medicine, CIDEA Foundation, Buenos Aires, Argentina; University Career of Specialists in Allergy and Clinical Immunology at the Buenos Aires University School of Medicine, Buenos Aires, Argentina
| | - Andriana I Papaioannou
- Second Respiratory Medicine Department, National and Kapodistrian University of Athens Medical School, Attikon University Hospital, Athens, Greece
| | - Luis Perez-de-Llano
- Department of Respiratory Medicine, Hospital Universitario Lucus Augusti, Lugo, Spain
| | - Paulo Márcio Pitrez
- Hospital Moinhos de Vento, Porto Alegre, Brazil and Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
| | | | - Linda M Rasmussen
- Allergy Clinic, Copenhagen University Hospital-Gentofte, Hellerup, Denmark
| | - Chin Kook Rhee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul St Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Mohsen Sadatsafavi
- Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Salman Siddiqui
- University of Leicester, Department of Respiratory Sciences and NIHR Leicester Biomedical Research Centre, Leicester, United Kingdom
| | - Camille Taillé
- Department of Respiratory Diseases, Bichat Hospital, AP-HP Nord-Université de Paris, Paris, France
| | - Christian Taube
- Department of Pulmonary Medicine, University Medical Center Essen-Ruhrlandklinik, Essen, Germany
| | | | - Charlotte Ulrik
- Respiratory Research Unit, Department of Respiratory Medicine, Copenhagen University Hospital-Hvidovre, Hvidovre, Denmark
| | - John W Upham
- Diamantina Institute and PA-Southside Clinical Unit, The University of Queensland, Brisbane, Queensland, Australia
| | - Eileen Wang
- Division of Allergy and Clinical Immunology, Department of Medicine, National Jewish Health, Denver, Colo; Division of Allergy and Clinical Immunology, Department of Medicine, University of Colorado School of Medicine, Aurora, Colo
| | - Michael E Wechsler
- NJH Cohen Family Asthma Institute, Department of Medicine, National Jewish Health, Denver, Colo
| | - Lakmini Bulathsinhala
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Victoria Carter
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Isha Chaudhry
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Neva Eleangovan
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Naeimeh Hosseini
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Mari-Anne Rowlands
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore
| | - David B Price
- Optimum Patient Care, Cambridge, United Kingdom; Observational and Pragmatic Research Institute, Singapore, Singapore; Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom.
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, Groningen Research Institute for Asthma and COPD, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
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de Jong C, van Boven JFM, de Boer MR, Kocks JWH, Berger MY, van der Molen T. Improved health status of severe COPD patients after being included in an integrated primary care service: A prospective cohort study. Eur J Gen Pract 2022; 28:66-74. [PMID: 35410567 PMCID: PMC9009918 DOI: 10.1080/13814788.2022.2059070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Chronic obstructive pulmonary disease (COPD) is a prevalent lung disease. It is assumed that severe patients will receive better treatment in specialised care centres but the prevalence of severe COPD in primary care is high. Integrated primary care services combine input from several sources and advice from pulmonologists to provide general practitioners with support needed to improve diagnosis and treatment of patients with COPD. OBJECTIVES To evaluate patient-reported outcomes and costs of managing patients classified as GOLD D in an integrated primary care service over 12 months. METHODS Patients were included in this 1-year prospective cohort study if they met the 2014 GOLD D criteria, were aged ≥ 40 years and gave written informed consent for this study. Recruitment took place through the patients' general practitioners. The primary outcome was health status, assessed with the Clinical COPD Questionnaire (CCQ) and COPD Assessment Test (CAT). Secondary outcomes included self-reported exacerbations, quality-adjusted life years and health(care)-related costs. RESULTS Forty-nine patients were included. At baseline, the mean CAT score was 15.9 and the median CCQ score was 1.7. After 12 months, scores had improved by 2.3 (95% confidence interval, 0.8-3.7) and 0.4 (95% confidence interval, 0.2-0.7), respectively. Percentage of patients with ≥2 exacerbations in the past 12 months also decreased from baseline (77.6%) to 12 months (16.7%). Changes in mean quarterly costs were small. CONCLUSION An integrated service for COPD based in primary care may improve the health status of patients with a large burden of disease while not increasing health care costs.
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Affiliation(s)
- Corina de Jong
- Department of General Practice & Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Job F M van Boven
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands.,Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Michiel R de Boer
- Department of General Practice & Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Janwillem W H Kocks
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands.,General Practitioners Research Institute, Groningen, The Netherlands.,Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Marjolein Y Berger
- Department of General Practice & Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Thys van der Molen
- Department of General Practice & Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
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Ridho A, Alfian SD, van Boven JFM, Levita J, Yalcin EA, Le L, Alffenaar JW, Hak E, Abdulah R, Pradipta IS. Digital Health Technologies to Improve Medication Adherence and Treatment Outcomes in Patients With Tuberculosis: Systematic Review of Randomized Controlled Trials. J Med Internet Res 2022; 24:e33062. [PMID: 35195534 PMCID: PMC8908199 DOI: 10.2196/33062] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 11/30/2021] [Accepted: 01/07/2022] [Indexed: 02/06/2023] Open
Abstract
Background Nonadherence to medication in tuberculosis (TB) hampers optimal treatment outcomes. Digital health technology (DHT) seems to be a promising approach to managing problems of nonadherence to medication and improving treatment outcomes. Objective This paper systematically reviews the effect of DHT in improving medication adherence and treatment outcomes in patients with TB. Methods A literature search in PubMed and Cochrane databases was conducted. Randomized controlled trials (RCTs) that analyzed the effect of DHT interventions on medication adherence outcomes (treatment completion, treatment adherence, missed doses, and noncompleted rate) and treatment outcomes (cure rate and smear conversion) were included. Adult patients with either active or latent TB infection were included. The Jadad score was used for evaluating the study quality. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guideline was followed to report study findings. Results In all, 16 RCTs were selected from 552 studies found, and 6 types of DHT interventions for TB were identified: 3 RCTs examined video directly observed therapy (VDOT), 1 examined video-observed therapy (VOT), 1 examined an ingestible sensor, 1 examined phone call reminders, 2 examined medication monitor boxes, and 8 examined SMS text message reminders. The outcomes used were treatment adherence, including treatment completion, treatment adherence, missed dose, and noncompleted rate, as well as clinical outcomes, including cure rate and smear conversion. In treatment completion, 4 RCTs (VDOT, VOT, ingestible sensor, SMS reminder) found significant effects, with odds ratios and relative risks (RRs) ranging from 1.10 to 7.69. Treatment adherence was increased in 1 study by SMS reminders (RR 1.05; 95% CI 1.04-1.06), and missed dose was reduced in 1 study by a medication monitor box (mean ratio 0.58; 95% CI 0.42-0.79). In contrast, 3 RCTs of VDOT and 3 RCTs of SMS reminders did not find significant effects for treatment completion. Moreover, no improvement was found in treatment adherence in 1 RCT of VDOT, missed dose in 1 RCT of SMS reminder, and noncompleted rate in 1 RCT of a monitor box, and 2 RCTs of SMS reminders. For clinical outcomes such as cure rate, 2 RCTs reported that phone calls (RR 1.30; 95% CI 1.07-1.59) and SMS reminders (OR 2.47; 95% CI 1.13-5.43) significantly affected cure rates. However, 3 RCTs found that SMS reminders did not have a significant impact on cure rate or smear conversion. Conclusions It was found that DHT interventions can be a promising approach. However, the interventions exhibited variable effects regarding effect direction and the extent of improving TB medication adherence and clinical outcomes. Developing DHT interventions with personalized feedback is required to have a consistent and beneficial effect on medication adherence and outcomes among patients with TB.
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Affiliation(s)
- Abdurahman Ridho
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.,Doctor Program in Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia
| | - Sofa D Alfian
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.,Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Sumedang, Indonesia
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.,Medication Adherence Expertise Center of the Northern Netherlands, Groningen, Netherlands
| | - Jutti Levita
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.,Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Sumedang, Indonesia
| | - Esin Aki Yalcin
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Ankara University, Ankara, Turkey
| | - Ly Le
- Vingroup Big Data Institute, Hanoi, Vietnam
| | - Jan-Willem Alffenaar
- Faculty of Medicine and Health, School of Pharmacy, University of Sydney, Sydney, Australia.,Sydney Institute for Infectious Diseases, Sydney, Australia.,Westmead Hospital, Sydney, Australia
| | - Eelko Hak
- Pharmacotherapy, Pharmacoepidemiology and Pharmacoeconomics, Research Institute of Pharmacy, University of Groningen, Groningen, Netherlands
| | - Rizky Abdulah
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.,Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Sumedang, Indonesia
| | - Ivan S Pradipta
- Department of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.,Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Sumedang, Indonesia
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van Boven JFM, Fonseca JA. Editorial: Digital Tools to Measure and Promote Medication Adherence. Front Med Technol 2022; 3:751976. [PMID: 35047961 PMCID: PMC8757829 DOI: 10.3389/fmedt.2021.751976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 08/31/2021] [Indexed: 11/27/2022] Open
Affiliation(s)
- Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, Medication Adherence Expertise Center of the Northern Netherlands (MAECON), University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - João A Fonseca
- Departamento Medicina da Comunidade, Informação e Decisão em Saúde (MEDCIDS), Faculdade de Medicina da Universidade Do Porto, Porto, Portugal
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van Boven JFM. Towards precision drug therapy in asthma. Ann Transl Med 2022; 10:921. [PMID: 36172113 PMCID: PMC9511191 DOI: 10.21037/atm-22-3803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 08/08/2022] [Indexed: 11/08/2022]
Affiliation(s)
- Job F. M. van Boven
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
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Izzah Z, Zijp TR, Åberg C, Touw DJ, van Boven JFM. Electronic Smart Blister Packages to Monitor and Support Medication Adherence: A Usability Study. Patient Prefer Adherence 2022; 16:2543-2558. [PMID: 36124125 PMCID: PMC9482437 DOI: 10.2147/ppa.s374685] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 07/29/2022] [Indexed: 11/23/2022] Open
Abstract
PURPOSE An electronic version of the Dosepak® (EDP) which records date and time of dosing events has been developed to monitor adherence to medication packaged in blisters. This study aimed to evaluate its usability and acceptance and to monitor dose-taking adherence for optimal implementation in future clinical trials and practice. METHODS Healthy volunteers aged over 18 years were asked to dispense placebo tablets twice daily from EDPs equipped with a re-usable electronic module for a total duration of four weeks. Afterwards, subjects were asked to complete an online questionnaire and partake in a short one-on-one interview. The usability of the EDP was assessed using the System Usability Scale (SUS), while dose-taking adherence was monitored by EDP records, pill counting, and self-report. The short interview explored user experiences in more detail. RESULTS Twenty subjects with median [IQR] age 41.5 [32-49.8] years, 55% female, 45% healthcare professionals, and 20% chronic medication users completed the study and found the EDP easy to use, with a mean [SD] SUS score of 78.0 [11.2]. Median [IQR] dose-taking adherence was 89% [82-95%] based on EDP records, 96.5% [89-100%] based on pill counting, 92% [91-96%] based on self-report, and the levels differed significantly (p < 0.05). Four themes emerged from the interviews: user preference, experience, patient burden, and ideas for improvement. Most participants preferred smaller sized blisters. They found the EDP simple to use and did not see any patient burden for its use in trials or clinical practice. Some reported forgetfulness and suggested reminders built into the blister or sent to their mobile phones. Adequate information or instruction should also be provided for older people and polypharmacy patients. CONCLUSION EDP had good perceived usability, was well accepted, and differed significantly from other adherence measurement methods. This study provides input to further guide scale-up of the blister packages.
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Affiliation(s)
- Zamrotul Izzah
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- Department of Pharmacy Practice, Faculty of Pharmacy, Universitas Airlangga, Surabaya, Indonesia
- Department of Pharmaceutical Analysis, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - Tanja R Zijp
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Christoffer Åberg
- Department of Pharmaceutical Analysis, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - Daan J Touw
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- Department of Pharmaceutical Analysis, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, the Netherlands
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, the Netherlands
- Correspondence: Job FM van Boven, Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Hanzeplein 1 (Internal Postcode AP50), Groningen, 9713 GZ, the Netherlands, Tel +31 50 361 7893, Fax +31 50 361 4087, Email
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Busby J, Price D, Al-Lehebi R, Bosnic-Anticevich S, van Boven JFM, Emmanuel B, FitzGerald JM, Gaga M, Hansen S, Hew M, Iwanaga T, Larenas Linnemann D, Mahboub B, Mitchell P, Morrone D, Pham J, Porsbjerg C, Roche N, Wang E, Eleangovan N, Heaney LG. Impact of Socioeconomic Status on Adult Patients with Asthma: A Population-Based Cohort Study from UK Primary Care. J Asthma Allergy 2021; 14:1375-1388. [PMID: 34785911 PMCID: PMC8591110 DOI: 10.2147/jaa.s326213] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 10/11/2021] [Indexed: 12/12/2022] Open
Abstract
Introduction Asthma morbidity and health-care utilization are known to exhibit a steep socioeconomic gradient. Further investigation into the modulators of this effect is required to identify potentially modifiable factors. Methods We identified a cohort of patients with asthma from the Optimum Patient Care Research Database (OPCRD). We compared demographics, clinical variables, and health-care utilization by quintile of the UK 2011 Indices of Multiple Deprivation based on the location of the patients’ general practice. Multivariable analyses were conducted using generalized linear models adjusting for year, age, and sex. We conducted subgroup analyses and interaction tests to investigate the impact of deprivation by age, sex, ethnicity, and treatment step. Results Our analysis included 127,040 patients with asthma. Patients from the most deprived socio-economic status (SES) quintile were more likely to report uncontrolled disease (OR: 1.54, 95% CI: 1.16, 2.05) and to have an exacerbation during follow-up (OR: 1.27, 95% CI: 1.13, 1.42) than the least deprived quintile. They had higher blood eosinophils (ratio: 1.03; 95% CI: 1.00, 1.06) and decreased peak flow (ratio: 0.95, 95% CI: 0.94, 0.97) when compared to those in the least deprived quintile. The effect of deprivation on asthma control was greater among those aged over 75 years (OR = 1.81, 95% CI: 1.20, 2.73) compared to those aged less than 35 years (OR: 1.22, 95% CI: 0.85, 1.74; pinteraction=0.019). Similarly, socioeconomic disparities in exacerbations were larger among those from ethnic minority groups (OR: 1.94, 95% CI: 1.40, 2.68) than white patients (OR: 1.24, 95% CI: 1.10, 1.39; pinteraction=0.012). Conclusion We found worse disease control and increased exacerbation rates among patients with asthma from more deprived areas. There was evidence that the magnitude of socioeconomic disparities was elevated among older patients and those from ethnic minority groups. The drivers of these differences require further exploration.
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Affiliation(s)
- John Busby
- Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland
| | - David Price
- Optimum Patient Care, Cambridge, UK.,Observational and Pragmatic Research Institute, Singapore, Singapore.,Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Riyad Al-Lehebi
- Department of Pulmonology, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Sinthia Bosnic-Anticevich
- Sydney Pharmacy School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.,Woolcock Institute of Medical Research, The University of Sydney, Sydney, Australia.,Central Sydney Local Area Health District, Sydney, Australia
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | | | - J Mark FitzGerald
- Department of Medicine, The University of British Columbia, Vancouver, Canada
| | - Mina Gaga
- 7th Respiratory Medicine Department and Asthma Centre, Athens Chest Hospital, Athens, Greece
| | - Susanne Hansen
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark.,Respiratory Research Unit, Bispebjerg University Hospital, Copenhagen, Denmark
| | - Mark Hew
- Allergy, Asthma & Clinical Immunology Service, Alfred Health, Melbourne, Australia.,Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Takashi Iwanaga
- Center for General Medical Education and Clinical Training, Kindai University Hospital, Osakasayama, Japan
| | | | - Bassam Mahboub
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates.,Rashid Hospital, Dubai Health Authority, Dubai, United Arab Emirates
| | - Patrick Mitchell
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Daniela Morrone
- Personalized Medicine, Asthma and Allergy, Humanitas Clinical and Research Center, IRCCS, Rozzano, Italy
| | - Jonathan Pham
- Allergy, Asthma & Clinical Immunology Service, Alfred Health, Melbourne, Australia.,Allergy and Lung Health Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population & Global Health, The University of Melbourne, Melbourne, Australia
| | - Celeste Porsbjerg
- Respiratory Research Unit, Bispebjerg University Hospital, Copenhagen, Denmark
| | - Nicolas Roche
- Respiratory Medicine, Cochin Hospital, APHP.Centre, Paris, France.,University of Paris, Cochin Institute (UMR1016), Paris, France
| | - Eileen Wang
- Division of Allergy & Clinical Immunology, Department of Medicine, National Jewish Health, Denver, CO, USA.,Division of Allergy & Clinical Immunology, Department of Internal Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Neva Eleangovan
- Optimum Patient Care, Cambridge, UK.,Observational and Pragmatic Research Institute, Singapore, Singapore
| | - Liam G Heaney
- Wellcome-Wolfson Centre for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland
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Zijp TR, Izzah Z, Åberg C, Gan CT, Bakker SJL, Touw DJ, van Boven JFM. Clinical Value of Emerging Bioanalytical Methods for Drug Measurements: A Scoping Review of Their Applicability for Medication Adherence and Therapeutic Drug Monitoring. Drugs 2021; 81:1983-2002. [PMID: 34724175 PMCID: PMC8559140 DOI: 10.1007/s40265-021-01618-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2021] [Indexed: 12/05/2022]
Abstract
INTRODUCTION Direct quantification of drug concentrations allows for medication adherence monitoring (MAM) and therapeutic drug monitoring (TDM). Multiple less invasive methods have been developed in recent years: dried blood spots (DBS), saliva, and hair analyses. AIM To provide an overview of emerging drug quantification methods for MAM and TDM, focusing on the clinical validation of methods in patients prescribed chronic drug therapies. METHODS A scoping review was performed using a systematic search in three electronic databases covering the period 2000-2020. Screening and inclusion were performed by two independent reviewers in Rayyan. Data from the articles were aggregated in a REDCap database. The main outcome was clinical validity of methods based on study sample size, means of cross-validation, and method description. Outcomes were reported by matrix, therapeutic area and application (MAM and/or TDM). RESULTS A total of 4590 studies were identified and 175 articles were finally included; 57 on DBS, 66 on saliva and 55 on hair analyses. Most reports were in the fields of neurological diseases (37%), infectious diseases (31%), and transplantation (14%). An overview of clinical validation was generated of all measured drugs. A total of 62 drugs assays were applied for MAM and 131 for TDM. CONCLUSION MAM and TDM are increasingly possible without traditional invasive blood sampling: the strengths and limitations of DBS, saliva, and hair differ, but all have potential for valid and more convenient drug monitoring. To strengthen the quality and comparability of future evidence, standardisation of the clinical validation of the methods is recommended.
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Affiliation(s)
- Tanja R Zijp
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, The Netherlands
| | - Zamrotul Izzah
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, The Netherlands
- Department of Pharmacy Practice, Faculty of Pharmacy, Universitas Airlangga, Surabaya, Indonesia
- University of Groningen, Groningen Research Institute of Pharmacy, Department of Pharmaceutical Analysis, Groningen, The Netherlands
| | - Christoffer Åberg
- University of Groningen, Groningen Research Institute of Pharmacy, Department of Pharmaceutical Analysis, Groningen, The Netherlands
| | - C Tji Gan
- University of Groningen, University Medical Center Groningen, Respiratory Diseases and Lung Transplantation, Groningen, The Netherlands
| | - Stephan J L Bakker
- University of Groningen, University Medical Center Groningen, Department of Internal Medicine, Division of Nephrology, Groningen, The Netherlands
| | - Daan J Touw
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, The Netherlands.
- University of Groningen, Groningen Research Institute of Pharmacy, Department of Pharmaceutical Analysis, Groningen, The Netherlands.
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, The Netherlands.
| | - Job F M van Boven
- University of Groningen, University Medical Center Groningen, Department of Clinical Pharmacy and Pharmacology, Groningen, The Netherlands
- Medication Adherence Expertise Center of the Northern Netherlands (MAECON), Groningen, The Netherlands
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Tabyshova A, Estebesova B, Beishenbekova A, Sooronbaev T, Brakema EA, Chavannes NH, Postma MJ, van Boven JFM. Clinical Characteristics, Treatment Patterns and Economic Burden of COPD in Kyrgyzstan: A FRESH AIR Study. Int J Chron Obstruct Pulmon Dis 2021; 16:2833-2843. [PMID: 34703219 PMCID: PMC8523360 DOI: 10.2147/copd.s322778] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 09/13/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND COPD prevalence and mortality in Kyrgyzstan are high. Data on clinical and economic impact of COPD in Kyrgyzstan are scarce. This study was part of the FRESH AIR research project that focused on prevention, diagnosis and treatment of chronic lung diseases in low-resource settings. AIM We aimed to evaluate the clinical characteristics, treatment patterns and economic burden of COPD in Kyrgyzstan. METHODS A representative sample of patients with a spirometry-confirmed diagnosis of COPD was included. All patients were registered in one of the five major hospitals in Kyrgyzstan. Patients were surveyed on COPD risk factors, health-care utilization and patient reported outcomes (CCQ, MRC). Associations with high symptom burden (MRC score ≥4) and cost were assessed using logistic regression analyses. RESULTS A total of 306 patients were included with mean age 62.1 (SD: 11.2), 61.4% being male, mean BMI 26.9 (SD: 5.2) and mean monthly income $85.1 (SD: 75.4). Biomass was used for heating and cooking by 71.2% and 52.0%. Current and ex-smokers accounted 14.1% and 32%. Mean FEV1 was 46% (SD: 12.8), 71.9% had COPD GOLD III-IV and most frequent co-morbidities were hypertension (25.2%), diabetes (5.6%) and heart diseases (4.6%). Mean CCQ score was 2.0 (SD: 0.9) and MRC score 3.7 (SD: 0.9). Yearly mean number of hospital days due to COPD was 10.1 (SD: 3.9). Total annual per-patient costs of reimbursed health-care utilization ($107) and co-payments ($224, ie, 22% of patients' annual income) were $331. We found that only GOLD IV and hypertension were significantly associated with high symptom burden. Exacerbations and hypertension were significantly associated with high cost. CONCLUSION The clinical and economic burden of COPD on patients and the government in Kyrgyzstan is considerable. Notably, almost half of interviewed patients were current or ex-smokers and biomass exposure was high.
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Affiliation(s)
- Aizhamal Tabyshova
- Pulmonology Department, National Center of Cardiology and Internal Medicine Named After M.M. Mirrakhimov, Bishkek, Kyrgyzstan
- Department of Health Sciences, Unit of Global Health, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Bermet Estebesova
- Kyrgyz-Russian Slavic University (KRSU), Bishkek, Kyrgyzstan
- Primary Care Center of the Ministry of Internal Affairs, Bishkek, Kyrgyzstan
| | | | - Talant Sooronbaev
- Pulmonology Department, National Center of Cardiology and Internal Medicine Named After M.M. Mirrakhimov, Bishkek, Kyrgyzstan
| | - Evelyn A Brakema
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Niels H Chavannes
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Maarten J Postma
- Department of Health Sciences, Unit of Global Health, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Economics, Econometrics & Finance, University of Groningen, Faculty of Economics & Business, Groningen, The Netherlands
- Department of Pharmacology & Therapy, Airlangga University, Surabaya, Indonesia
- Center of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Bandung, Indonesia
| | - Job F M van Boven
- University of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
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45
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van Boven JFM, Dierick BJH, Usmani OS. When biology meets behaviour: can medication adherence mask the contribution of pharmacogenetic effects in asthma? Eur Respir J 2021; 58:58/3/2100304. [PMID: 34475112 DOI: 10.1183/13993003.00304-2021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 02/08/2021] [Indexed: 11/05/2022]
Affiliation(s)
- Job F M van Boven
- Dept of Clinical Pharmacy and Pharmacology, Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands .,Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands
| | - Boudewijn J H Dierick
- Dept of Clinical Pharmacy and Pharmacology, Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Omar S Usmani
- Imperial College London and Royal Brompton Hospital, London, UK
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Wang Y, van Boven JFM, Bos JHJ, Schuiling-Veninga CCM, Boezen HM, Wilffert B, Hak E. Risk of neuropsychiatric adverse events associated with varenicline treatment for smoking cessation among Dutch population: A sequence symmetry analysis. Pharmacoepidemiol Drug Saf 2021; 31:158-166. [PMID: 34464494 PMCID: PMC9292305 DOI: 10.1002/pds.5351] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 08/12/2021] [Accepted: 08/23/2021] [Indexed: 12/02/2022]
Abstract
Purpose Varenicline is an effective treatment for smoking cessation. While clinical trials did not confirm a causal role, case reports suggested a possible link of varenicline with neuropsychiatric adverse drug events (NPAEs). This study aims to investigate the risk of NPAEs associated with varenicline initiation among the general population in a real‐world setting. Methods We conducted a sequence symmetry analysis (SSA) based on the University of Groningen IADB.nl prescription database. We selected incident users of both varenicline and marker drugs for NPAEs, including depression, anxiety and sleep disorder within different time‐intervals. Adjusted sequence ratios (aSR) were calculated for each time‐interval. Results Within 365‐days' time‐interval 1066 patients were incident users of both varenicline and NPAE marker drugs. In total, 505 patients were prescribed varenicline before NPAE marker drugs and 561 vice versa (crude sequence ratio [cSR] 0.90, 95% CI: 0.80–1.02). After adjustments for trends in prescriptions, overall a null association was found (aSR 1.00, 95% CI: 0.89–1.13). Regarding specific NPAEs, no increased risks were found for depression nor anxiety within any time‐interval. A small transient increased risk was found for sleep disorders, particularly in earlier time‐intervals 3 and 6 months (aSRs 1.52, 95% CI: 1.10–2.11 and 1.45, 95% CI: 1.15–1.83, respectively). Subgroup and sensitivity analyses showed similar findings. Conclusions Varenicline initiation was unlikely to be associated with an increased risk of taking anti‐depressants nor anti‐anxiety drugs. Yet a small, but statistically significant, transient association with drugs for sleep disorders was noticed, possibly associated with withdrawal symptoms caused by smoking cessation.
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Affiliation(s)
- Yuanyuan Wang
- Department of PharmacoTherapy, -Epidemiology and -Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Job F M van Boven
- Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, Netherlands.,Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Jens H J Bos
- Department of PharmacoTherapy, -Epidemiology and -Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Catharina C M Schuiling-Veninga
- Department of PharmacoTherapy, -Epidemiology and -Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - H Marike Boezen
- Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, Netherlands.,Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Bob Wilffert
- Department of PharmacoTherapy, -Epidemiology and -Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands.,Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Eelko Hak
- Department of PharmacoTherapy, -Epidemiology and -Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands.,Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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van de Hei SJ, Dierick BJH, Aarts JEP, Kocks JWH, van Boven JFM. Personalized Medication Adherence Management in Asthma and Chronic Obstructive Pulmonary Disease: A Review of Effective Interventions and Development of a Practical Adherence Toolkit. J Allergy Clin Immunol Pract 2021; 9:3979-3994. [PMID: 34111571 DOI: 10.1016/j.jaip.2021.05.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 04/14/2021] [Accepted: 05/18/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND The management of medication nonadherence of patients with asthma or chronic obstructive pulmonary disease (COPD) remains challenging. Given the multitude of underlying causes, a personalized approach is required. The Test of Adherence to Inhalers (TAI) can identify reasons for nonadherence, but it does not provide guidance regarding how to act effectively after results. OBJECTIVE To develop a practical, evidence-based decision support toolkit for health care professionals managing adult patients with asthma and/or COPD, by matching TAI-identified adherence barriers to proven effective adherence-enhancing interventions. METHODS We performed a literature review in PubMed and Embase identifying interventions that enhanced medication adherence in adult patients with asthma and/or COPD. Randomized controlled trials published in English with full texts available were included. Effective interventions assessed by the Cochrane risk of bias tool were categorized, matched with specific TAI responses, and developed into a practical TAI Toolkit. The Toolkit was assessed for content and usability (System Usability Scale) by a multidisciplinary group of health care professionals. RESULTS In total, 40 randomized controlled trials were included in the review. Seven effective interventions categories were identified, informing the TAI Toolkit: reminders, educational interventions, motivational strategies, feedback on medication use, shared decision-making, simplifying the medication regimen, and multiple component interventions. Health care professionals rated the TAI Toolkit with a mean System Usability Scale score of 71.4 (range, 57.5-80.0). CONCLUSIONS Adherence can be improved using the different interventions that the TAI Toolkit helps select. The TAI Toolkit was well-received by health care professionals. Further research is required to test its validity, practicality, and effectiveness in practice.
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Affiliation(s)
- Susanne J van de Hei
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Groningen Research Institute for Asthma and COPD, Groningen, The Netherlands; General Practitioners Research Institute, Groningen, The Netherlands
| | - Boudewijn J H Dierick
- Groningen Research Institute for Asthma and COPD, Groningen, The Netherlands; Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Joyce E P Aarts
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Janwillem W H Kocks
- Groningen Research Institute for Asthma and COPD, Groningen, The Netherlands; General Practitioners Research Institute, Groningen, The Netherlands; Observational and Pragmatic Research Institute, Singapore
| | - Job F M van Boven
- Groningen Research Institute for Asthma and COPD, Groningen, The Netherlands; Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Centre for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, Australia; Medication Adherence Expertise Center of the northern Netherlands, Groningen, The Netherlands.
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48
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Jansen EM, van de Hei SJ, Dierick BJH, Kerstjens HAM, Kocks JWH, van Boven JFM. Global burden of medication non-adherence in chronic obstructive pulmonary disease (COPD) and asthma: a narrative review of the clinical and economic case for smart inhalers. J Thorac Dis 2021; 13:3846-3864. [PMID: 34277075 PMCID: PMC8264677 DOI: 10.21037/jtd-20-2360] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 01/18/2021] [Indexed: 12/14/2022]
Abstract
Medication non-adherence to asthma and chronic obstructive pulmonary disease therapy poses a significant burden for patients and societies. Non-adherence encompasses poor initiation, implementation (including poor inhalation technique) and non-persistence. Globally, non-adherence is associated with poor clinical outcomes, reduced quality of life and high healthcare and societal costs. Costs are mainly caused by excess hospitalizations and impaired work productivity. Multiple intervention programs to increase adherence in patients with asthma and chronic obstructive pulmonary disease have been conducted. However, these intervention programs are generally not as effective as intended. Additionally, adherence outcomes are mostly examined with non-objective or non-granular measures (e.g., self-report, dose count, pharmacy records). Recently developed smart inhalers could be the key to objectively diagnose and manage non-adherence effectively in patients with asthma and chronic obstructive pulmonary disease. Smart inhalers register usage of the inhaler, record time and date, send reminders, give feedback about adherence and some are able to assess inhaler technique and predict exacerbations. Still, some limitations need to be overcome before smart inhalers can be incorporated in usual care. For example, their cost-effectiveness and budget impact need to be examined. It is likely that smart inhalers are particularly cost-effective in specific asthma and chronic obstructive pulmonary disease subgroups, including patients with asthma eligible for additional GINA-5 therapy (oral corticosteroids or biologics), patients with severe asthma in GINA-5, patients with asthma with short-acting beta2 agonists overuse, patients with asthma and chronic obstructive pulmonary disease with frequent exacerbations and patients with asthma and chronic obstructive pulmonary disease of working-age. While there is high potential and evidence is accumulating, a final push seems needed to cost-effectively integrate smart inhalers in the daily management of patients with asthma and chronic obstructive pulmonary disease.
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Affiliation(s)
- Evalyne M Jansen
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Susanne J van de Hei
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands
| | - Boudewijn J H Dierick
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands.,Department of General Practice & Elderly Care Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Huib A M Kerstjens
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands.,Department of Pulmonary Diseases and Tuberculosis, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands
| | - Janwillem W H Kocks
- Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands.,Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands.,General Practitioners Research Institute (GPRI), Groningen, The Netherlands.,Observational and Pragmatic Research Institute (OPRI), Singapore
| | - Job F M van Boven
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, The Netherlands.,Medication Adherence Expertise Center of the northern Netherlands (MAECON), Groningen, The Netherlands
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49
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Beernink JM, Oosterwijk MM, Khunti K, Gupta P, Patel P, van Boven JFM, Lambers Heerspink HJ, Bakker SJL, Navis G, Nijboer RM, Laverman GD. Biochemical Urine Testing of Medication Adherence and Its Association With Clinical Markers in an Outpatient Population of Type 2 Diabetes Patients: Analysis in the DIAbetes and LifEstyle Cohort Twente (DIALECT). Diabetes Care 2021; 44:1419-1425. [PMID: 33893164 PMCID: PMC8247497 DOI: 10.2337/dc20-2533] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 02/25/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess adherence to the three main drug classes in real-world patients with type 2 diabetes using biochemical urine testing, and to determine the association of nonadherence with baseline demographics, treatment targets, and complications. RESEARCH DESIGN AND METHODS Analyses were performed of baseline data on 457 patients in the DIAbetes and LifEstyle Cohort Twente (DIALECT) study. Adherence to oral antidiabetics (OADs), antihypertensives, and statins was determined by analyzing baseline urine samples using liquid chromatography-tandem mass spectrometry. Primary outcomes were microvascular and macrovascular complications and treatment targets of LDL cholesterol, HbA1c, and blood pressure. These were assessed cross-sectionally at baseline. RESULTS Overall, 89.3% of patients were identified as adherent. Adherence rates to OADs, antihypertensives, and statins were 95.7%, 92.0%, and 95.5%, respectively. The prevalence of microvascular (81.6% vs. 66.2%; P = 0.029) and macrovascular complications (55.1% vs. 37.0%; P = 0.014) was significantly higher in nonadherent patients. The percentage of patients who reached an LDL cholesterol target of ≤2.5 mmol/L was lower (67.4% vs. 81.1%; P = 0.029) in nonadherent patients. Binary logistic regression indicated that higher BMI, current smoking, elevated serum LDL cholesterol, high HbA1c, presence of diabetic kidney disease, and presence of macrovascular disease were associated with nonadherence. CONCLUSIONS Although medication adherence of real-world type 2 diabetes patients managed in specialist care was relatively high, the prevalence of microvascular and macrovascular complications was significantly higher in nonadherent patients, and treatment targets were reached less frequently. This emphasizes the importance of objective detection and tailored interventions to improve adherence.
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Affiliation(s)
- Jelle M Beernink
- Department of Internal Medicine/Nephrology, Ziekenhuis Groep Twente, Almelo, the Netherlands
| | - Milou M Oosterwijk
- Department of Internal Medicine/Nephrology, Ziekenhuis Groep Twente, Almelo, the Netherlands
| | - Kamlesh Khunti
- Leicester Diabetes Centre, Leicester General Hospital, Leicester, U.K.,Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, U.K
| | - Pankaj Gupta
- Department of Chemical Pathology and Metabolic Diseases, University Hospitals of Leicester NHS Trust, Leicester, U.K.,Department of Cardiovascular Sciences, University of Leicester, Leicester, U.K
| | - Prashanth Patel
- Department of Chemical Pathology and Metabolic Diseases, University Hospitals of Leicester NHS Trust, Leicester, U.K.,Department of Cardiovascular Sciences, University of Leicester, Leicester, U.K
| | - Job F M van Boven
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.,Medication Adherence Expertise Center of the Northern Netherlands, Groningen, the Netherlands
| | - Hiddo J Lambers Heerspink
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Stephan J L Bakker
- Medication Adherence Expertise Center of the Northern Netherlands, Groningen, the Netherlands.,Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Gerjan Navis
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Roos M Nijboer
- Department of Internal Medicine/Nephrology, Ziekenhuis Groep Twente, Almelo, the Netherlands
| | - Gozewijn D Laverman
- Department of Internal Medicine/Nephrology, Ziekenhuis Groep Twente, Almelo, the Netherlands.,Biomedical Signals and Systems, University of Twente, Enschede, the Netherlands
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50
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Wang Y, Bos JH, Schuiling-Veninga CCM, Boezen HM, van Boven JFM, Wilffert B, Hak E. Neuropsychiatric safety of varenicline in the general and COPD population with and without psychiatric disorders: a retrospective cohort study in a real-world setting. BMJ Open 2021; 11:e042417. [PMID: 34035088 PMCID: PMC8154988 DOI: 10.1136/bmjopen-2020-042417] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES To evaluate the real-world association between varenicline and neuropsychiatric adverse events (NPAEs) in general and chronic obstructive pulmonary disease (COPD) population with and without psychiatric disorders compared with nicotine replacement therapy (NRT) to strengthen the knowledge of varenicline safety. DESIGN A retrospective cohort study. SETTING Prescription database IADB.nl, the Netherlands. PARTICIPANTS New users of varenicline or NRT among general (≥18 years) and COPD (≥40 years) population. Psychiatric subcohort was defined as people prescribed psychotropic medications (≥2) within 6 months before the index date. OUTCOME MEASURES The incidence of NPAEs including depression, anxiety and insomnia, defined by new or naive prescriptions of related medications in IADB.nl within 24 weeks after the first treatment initiation of varenicline or NRT. RESULTS For the general population in non-psychiatric cohort, the incidence of total NPAEs in varenicline (4480) and NRT (1970) groups was 10.5% and 12.6%, respectively (adjusted OR (aOR) 0.85, 95% CI 0.72 to 1.00). For the general population in psychiatric cohort, the incidence of total NPAEs was much higher, 75.3% and 78.5% for varenicline (1427) and NRT (1200) groups, respectively (aOR 0.82, 95% CI 0.68 to 0.99). For the COPD population (1598), there were no differences in the incidence of NPAEs between comparison groups in both the psychiatric cohort (aOR 0.97, 95% CI 0.66 to 1.44) and non-psychiatric cohort (aOR 0.81, 95% CI 0.54 to 1.20). Results from subgroup or sensitivity analyses also did not reveal increased risks of NPAEs but showed decreased risk of some subgroup NPAEs associated with varenicline. CONCLUSIONS In contrast to the concerns of a possible increased risk of NPAEs among varenicline users, we found a relative decreased risk of total NPAEs in varenicline users of the general population in psychiatric or non-psychiatric cohorts compared with NRT and no difference for NPAEs between varenicline and NRT users in smaller population with COPD.
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Affiliation(s)
- Yuanyuan Wang
- Department of PharmacoTherapy, -Epidemiology & -Economics, Groningen Research Institutte of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Jens H Bos
- Department of PharmacoTherapy, -Epidemiology & -Economics, Groningen Research Institutte of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Catharina C M Schuiling-Veninga
- Department of PharmacoTherapy, -Epidemiology & -Economics, Groningen Research Institutte of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - H Marike Boezen
- Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Job F M van Boven
- Groningen Research Institute for Asthma and COPD (GRIAC), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Bob Wilffert
- Department of PharmacoTherapy, -Epidemiology & -Economics, Groningen Research Institutte of Pharmacy, University of Groningen, Groningen, The Netherlands
- Department of Clinical Pharmacy & Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Eelko Hak
- Department of PharmacoTherapy, -Epidemiology & -Economics, Groningen Research Institutte of Pharmacy, University of Groningen, Groningen, The Netherlands
- Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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