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Sadia H, Naveed S, Rehman H, Jamshed S. To prescribe or not to prescribe in the elderly: a qualitative exploration of prescribing dilemmas among Pakistani healthcare providers. BMJ Open 2025; 15:e094545. [PMID: 40306918 PMCID: PMC12049882 DOI: 10.1136/bmjopen-2024-094545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Accepted: 04/17/2025] [Indexed: 05/02/2025] Open
Abstract
OBJECTIVE Potentially inappropriate prescribing is a global health issue with catastrophic consequences in the elderly population. Healthcare providers play a critical role in medication optimisation in elderly patients. The present study aims to explore the perceptions of healthcare professionals (prescribers) regarding the complexities of inappropriate prescribing practices in the elderly population. DESIGN A qualitative study using semistructured interviews was conducted. All the data were transcribed verbatim and analysed via Braun and Clarke's thematic analysis approach. SETTING Prescribers working in a tertiary care hospital in Karachi, Pakistan. PARTICIPANTS Prescribers having more than 5 years of experience in elderly prescribing. Participants were selected using purposive sampling, and recruitment continued until the point of data saturation, meaning no new major themes emerged. RESULTS 13 prescribers, five females and eight males with an average experience of 15.3 years, were interviewed. The interviews lasted for an average of 15 min. The analysis revealed three primary themes: (1) inappropriate prescribing, characterised by knowledge and awareness of inappropriate prescribing and its assessment tools; (2) complexities in elderly prescribing, highlighting patient factors such as comorbidities, polypharmacy, psychological issues and socioeconomic challenges, as well as prescriber factors; and (3) interventions to improve prescribing, emphasising the role of pharmacists in enhancing medication safety, the importance of effective patient-prescriber relationships through counselling and the need for regulatory measures to monitor prescribing behaviours. Inadequate knowledge of standardised assessment tools such as the Screening Tool to Alert to Right Treatment/Screening Tool of Older Persons' Prescriptions criteria, time constraints faced by prescribers and fragmented healthcare systems were some of the barriers identified by the respondents in medication optimisation for elderly individuals. CONCLUSION The findings highlight the need for enhanced education on standardised assessment tools and the implementation of targeted interventions. A key recommendation is the integration of clinical pharmacists into care teams to optimise prescribing practices.
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Affiliation(s)
- Halima Sadia
- Department of Pharmacy Practice, Faculty of Pharmacy, Jinnah University for Women, Karachi, Pakistan
| | - Safila Naveed
- Department of Pharmacy Practice, Faculty of Pharmacy, Jinnah University for Women, Karachi, Pakistan
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Karachi, Karachi, Pakistan
| | - Hina Rehman
- Department of Pharmacy Practice, Institute of Pharmaceutical Sciences, Jinnah Sindh Medical University, Karachi, Pakistan
| | - Shazia Jamshed
- Department of Pharmacy Practice, School of Pharmacy, IMU International Medical University, Kuala Lumpur, Malaysia
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Candeias C, Gama J, Rodrigues M, Meirinho S, Falcão A, Castelo-Branco M, Alves G. Potentially Inappropriate Prescribing to Older Patients Admitted to Units for Integrated Continuous Care: Application of STOPP/START Criteria. J Clin Med 2025; 14:2861. [PMID: 40363893 PMCID: PMC12072715 DOI: 10.3390/jcm14092861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2025] [Revised: 04/07/2025] [Accepted: 04/18/2025] [Indexed: 05/15/2025] Open
Abstract
Background: Potentially inappropriate medications (PIMs) and potential prescription omissions (PPOs) have been widely explored, but few studies focused on patients aged 75 years and over. This study was planned to explore the demographic and clinical characteristics of the older patients admitted to Units for Integrated Continuous Care, and to assess the prevalence and potential predictors of PIMs and PPOs. Methods: An observational, retrospective, and multicenter study was performed on 135 patients aged 75 years or older (i.e., 75-84 years and ≥85 years). PIMs and PPOs were investigated by applying the Screening Tool of Older People's Prescriptions (STOPP) and Screening Tool to Alert to Right Treatment (START) criteria. Results: The oldest-old patients (≥85 years) were less likely to come from a hospital, had fewer daily medications and a lower number of oral doses, but they presented a higher Charlson Comorbidity Index, were more dependent on activities of daily living, and were less obese than those aged 75-84 years. Results showed a high prevalence of PIMs and PPOs in both age groups. The more common PIMs and PPOs were the same in both age groups. The oldest-old patients who suffered falls were more likely to have a prescription omission of vitamin D supplements. The PIM index was not significantly different between age groups but was higher in the oldest-old group. Conclusions: Patients with a higher number of prescriptions had a higher risk of PIMs. Regarding PPOs, male gender and fall risk were predictors in the youngest group, while the number of comorbidities was significantly associated with PPOs in the oldest group. This study supports the usefulness of the STOPP/START criteria to identify PIMs and PPOs in these patients, but more research is required to determine the potential adverse outcomes of PIMs and PPOs and their clinical and economic consequences.
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Affiliation(s)
- Catarina Candeias
- RISE-Health, Department of Medical Sciences, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal; (C.C.); (S.M.); (M.C.-B.)
- ULSCB—Castelo Branco Local Health Unit, Av. Pedro Álvares Cabral, 6000-084 Castelo Branco, Portugal
| | - Jorge Gama
- CMA-UBI—Centre of Mathematics and Applications, Faculty of Sciences, University of Beira Interior, Rua Marquês D’Ávila e Bolama, 6201-001 Covilhã, Portugal;
| | - Márcio Rodrigues
- RISE-Health, Department of Medical Sciences, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal; (C.C.); (S.M.); (M.C.-B.)
- BRIDGES—Biotechnology Research, Innovation and Design for Health Products, Polytechnic University of Guarda, Avenida Dr. Francisco Sá Carneiro, n.º 50, 6300-559 Guarda, Portugal
| | - Sara Meirinho
- RISE-Health, Department of Medical Sciences, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal; (C.C.); (S.M.); (M.C.-B.)
| | - Amílcar Falcão
- CIBIT—Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal;
- Laboratory of Pharmacology, Faculty of Pharmacy, University of Coimbra, Pólo das Ciências da Saúde, Azinhaga de Santa Comba, 3000-548 Coimbra, Portugal
| | - Miguel Castelo-Branco
- RISE-Health, Department of Medical Sciences, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal; (C.C.); (S.M.); (M.C.-B.)
- CACB—Academic Clinical Center of Beiras, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal
| | - Gilberto Alves
- RISE-Health, Department of Medical Sciences, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal; (C.C.); (S.M.); (M.C.-B.)
- CACB—Academic Clinical Center of Beiras, Faculty of Health Sciences, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal
- ESALD-IPCB—Dr. Lopes Dias School of Health, Polytechnic Institute of Castelo Branco, Av. do Empresário, Campus da Talagueira, 6000-767 Castelo Branco, Portugal
- UFBI—Pharmacovigilance Unit of Beira Interior, University of Beira Interior, Av. Infante D. Henrique, 6200-506 Covilhã, Portugal
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Jiang H, Lin Y, Ren W, Lu L, Tan X, Lv X, Zhang N. Potential inappropriate medications and drug-drug interactions in adverse drug reactions in the elderly: a retrospective study in a pharmacovigilance database. Front Pharmacol 2025; 16:1546012. [PMID: 40264670 PMCID: PMC12011604 DOI: 10.3389/fphar.2025.1546012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Accepted: 03/07/2025] [Indexed: 04/24/2025] Open
Abstract
Introduction Potential inappropriate medications (PIMs) and potential drug-drug interactions (pDDIs) are important factors leading to adverse drug reactions (ADRs) in the elderly. This study aimed to evaluate the incidence and pattern of PIMs and pDDIs in the elderly based on a real-world pharmacovigilance database and identify the variables associated with them. Methods This retrospective study evaluated PIMs and pDDIs by updated Beers criteria and Lexi-Interact online, respectively, using ADRs reported for those aged ≥65 years submitted between 2011 and 2023 from a real-world database of a tertiary care teaching hospital. Correlation factors were investigated by binary and multiple logistic regression analyses. Results A total of 1,423 ADRs were included and involved 2,238 prescribed drugs; 54.11% of the total were men, and 23.47% were classified as serious. The most commonly implicated pharmacological group was antimicrobial agents. Aspirin and clopidogrel emerged as the drugs causing the majority of ADRs. PIMs were detected in 32.04% of all ADR reports. Aspirin and diclofenac were the most common active pharmaceutical ingredients involved, and gastrointestinal bleeding was the primary clinical manifestation of severe ADRs caused by PIMs or involved in PIM-related risk factors. Age, number of diagnosed diseases and prescribed drugs, ADR severity and preventability, hypertension, coronary heart disease, and arthritis were independent influencing factors of PIMs. Among 498 ADR reports with ≥2 prescribed drugs, 202 cases (14.20%) had pDDIs. Blood and hematopoietic organ and cardiovascular agents were the most commonly involved categories. The most frequent drug combinations in classes C, D, and X were aspirin-clopidogrel, aspirin-heparin, and potassium chloride-promethazine, respectively. The majority of pDDIs increased the risk of bleeding through pharmacodynamic mechanisms. The number of prescribed drugs and diagnosed diseases, ADR severity and preventability, stroke, diabetes, and coronary heart disease, along with PIM use, were independent predictors of pDDIs. Conclusion The incidence of PIMs and pDDIs was found to be relatively high in the elderly, especially in the treatment of cardiovascular and cerebrovascular diseases and non-steroidal anti-inflammatory drugs (NSAIDs), and relevant factors have been identified. Healthcare institutions should reinforce the management of rational drug use in the elderly to mitigate the occurrence of PIMs and pDDIs, thereby enhancing medication safety.
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Affiliation(s)
- Huaqiao Jiang
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Yanhua Lin
- Department of Nursing, Jinshan Hospital, Fudan University, Shanghai, China
| | - Weifang Ren
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Lina Lu
- Department of Dermatology, Jinshan Hospital, Fudan University, Shanghai, China
| | - Xiaofang Tan
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Xiaoqun Lv
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Ning Zhang
- Department of Pharmacy, Jinshan Hospital, Fudan University, Shanghai, China
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Malekzadeh M, Khadivi Y, Sohrevardi SM, Afzal G. Drug prescription patterns and compliance with WHO and beers criteria in older patients. BMC Geriatr 2025; 25:135. [PMID: 40016640 PMCID: PMC11866591 DOI: 10.1186/s12877-025-05780-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 02/10/2025] [Indexed: 03/01/2025] Open
Abstract
BACKGROUND As the population ages, the prevalence of chronic diseases increases, leading to greater reliance on multiple medications that are conducted to increase the risk of adverse drug reactions (ADR) that may cause higher morbidity and mortality rates. This study aims to evaluate medication prescribing patterns in the older adults and assess compliance with the World Health Organization (WHO) guidelines and Beers Criteria. METHODS A cross-sectional study was conducted over six months in 2022, collecting prescriptions for patients aged 65 and above from a 24-hour community pharmacy in Iran. The prescriptions were analyzed according to the WHO prescribing guidelines, including the mean number of prescribed drugs, the number of injectable drugs and antibiotics per prescription, and also the prescription of drugs with generic names and from the list of Essential Drug List (EDL). In addition, the prescriptions were assessed according to the Beers Criteria for the frequency of prescription of potentially inappropriate medications (PIMs). Also, polypharmacy, which is defined as the prescription of more than five drugs per prescription, has been investigated based on the number of drugs prescribed per prescription. RESULTS 1,053 older patient prescriptions were assessed, whose average age was 72.3 ± 6.7 years, with 36.2% of prescriptions involving polypharmacy (five or more drugs). The most frequent medical discipline of prescribers was general practice (30.3%). The average number of drugs per prescription was 4.1 ± 2.1, which exceeded the WHO recommendation. Additionally, 47.3% of prescriptions contained at least one PIM according to the Beers Criteria, with non-steroidal anti-inflammatory drugs (NSAIDs) being the most common (17.9%). The relative frequency of injectable drugs and antibiotics used per prescription was 20.8 and 18.9%, respectively, while 7.6% of prescriptions did not use generic names. CONCLUSIONS The study highlights concern about levels of polypharmacy and PIM use in older patients. While the low rate of antibiotic prescribing and relatively high use of generic drugs indicate some positive adherence to WHO guidelines, the frequent prescription of PIMs and the high average number of drugs per prescription point to substantial room for improvement.
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Affiliation(s)
- Mahan Malekzadeh
- Student Research Committee, Faculty of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
| | - Yousef Khadivi
- Metabolic Liver Disease Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Seyed Mojtaba Sohrevardi
- Department of Clinical Pharmacy, Faculty of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd, Iran
- Stroke Prevention and Atherosclerosis Research Centre, University of Western Ontario, London, Canada
| | - Golnaz Afzal
- Department of Clinical Pharmacy, Faculty of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
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Abdu N, Idrisnur S, Said H, Kifle L, Habte N, Ghirmai S, Tewelde T, Siele SM, Tesfamariam EH. Inappropriate medication prescribing, polypharmacy, potential drug-drug interactions and medication regimen complexity in older adults attending three referral hospitals in Asmara, Eritrea: a cross-sectional study. BMC Geriatr 2025; 25:76. [PMID: 39901132 PMCID: PMC11789384 DOI: 10.1186/s12877-025-05736-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 01/24/2025] [Indexed: 02/05/2025] Open
Abstract
BACKGROUND Older adults often face several chronic illnesses that require them to take multiple medications. The increased number of prescribed medications has led to more complex medication regimens, putting older adults at a higher risk of potential drug-drug interactions, inappropriate medication prescribing, and adverse events. This study aimed to assess inappropriate prescribing practices, polypharmacy, medication regimen complexity, and their determinants in older adults. METHODS A cross-sectional study was conducted among older adults (aged 65 years and above) who visited three referral hospitals in Asmara, Eritrea, between June and August, 2023. A stratified random sampling technique was used, and data were collected from patient prescriptions, medical cards, and through interviews with a questionnaire. Inappropriate medication prescribing was evaluated using STOPP (Screening Tool of Older Person's Prescriptions)/ START (Screening Tool to Alert to Right Treatment) criteria version 3. Potential drug-drug interactions (pDDIs) and medication regimen complexity (MRC) were assessed using Lexi-comp drug interaction checker and MRC index, respectively. Descriptive statistics, logistic regression, Pearson's correlation coefficient, independent samples t-test, one-way Analysis of Variance, and paired t-test were employed using IBM SPSS (version-26.0). RESULTS A total of 430 respondents, with a similar male to female ratio, were included. The prevalence of polypharmacy was 5.3% (95%CI: 3.2, 7.5). Moreover, the prevalence of clinically significant pDDI was 51% (95%CI: 46, 56). The most common medicines involved in clinically significant pDDIs were enalapril (n = 179) and acetylsalicylic acid (n = 124). The presence of chronic illness (AOR = 7.58, 95%CI: 3.73, 15.39) and the number of drugs prescribed (AOR = 2.80, 95%CI: 1.91, 4.10) were predictors of clinically significant pDDIs. The prevalence of potentially inappropriate medications (PIMs) and potential prescribing omissions (PPOs) were 27.4% (95% CI: 23.4, 31.8) and 13.3% (95% CI: 10.3, 16.7), respectively. The most common PIMs were long-acting sulfonylureas (n = 63) and aldosterone antagonists (n = 19). Besides, proton pump inhibitors (PPIs) (n = 41) and cardio-selective beta-blockers (n = 14) were the most common PPOs identified. Age (AOR: 0.95, 95% CI: 0.92, 0.98), presence of chronic illness (AOR: 1.51, 95% CI: 0.81, 2.80), and number of drugs prescribed (AOR: 2.01, 95% CI: 1.51, 2.69) were significant factors associated with PIM. MRCI score was a significant determinant of PPO (AOR: 1.25, 95% CI: 1.14, 1.38). The mean (SD) of the overall MRCI score was 9.1 (3.7), with dose frequency being the major contributor. The number of drugs prescribed was a determinant of MRCI score (r = 0.625, p < 0.001). CONCLUSION Inappropriate medication prescribing and clinically significant drug-drug interactions were common among older adults, highlighting the need for immediate attention from policymakers, program managers, and healthcare professionals.
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Affiliation(s)
- Nuru Abdu
- Medicine Information Services Unit, Pharmacy Services Division, Department of Medical Services, Ministry of Health, Asmara, Eritrea.
| | - Saleh Idrisnur
- Product Evaluation and Registration Unit, National Medicines and Food Administration, Ministry of Health, Asmara, Eritrea
| | - Hanae Said
- Department of Medical Sciences, Pharmacy Unit, Orotta College of Medicine and Health Sciences, Asmara, Eritrea
| | - Lude Kifle
- Department of Medical Sciences, Pharmacy Unit, Orotta College of Medicine and Health Sciences, Asmara, Eritrea
| | - Natnael Habte
- Department of Medical Sciences, Pharmacy Unit, Orotta College of Medicine and Health Sciences, Asmara, Eritrea
| | - Semira Ghirmai
- Department of Medical Sciences, Pharmacy Unit, Orotta College of Medicine and Health Sciences, Asmara, Eritrea
| | - Tomas Tewelde
- Gash-Barka Zonal Pharmaceutical Services, Ministry of Health, Barentu, Eritrea
| | - Senai Mihreteab Siele
- Department of Medical Sciences, Pharmacy Unit, Orotta College of Medicine and Health Sciences, Asmara, Eritrea
| | - Eyasu H Tesfamariam
- Department of Statistics, Biostatistics and Epidemiology, College of Sciences, Mai-Nefhi, Eritrea
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Sprake E, Kung J, Graham M, Tsuyuki R, Gibson W. Deprescribing for older adults during acute care admission: a scoping review protocol. JBI Evid Synth 2024; 22:2585-2592. [PMID: 39005222 PMCID: PMC11630656 DOI: 10.11124/jbies-23-00406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
OBJECTIVE The objective of this scoping review is to understand the current body of knowledge regarding deprescribing in adults aged 60 years or older in acute care settings, including the deprescribing activities that are being undertaken, and the feasibility, challenges, and outcomes of the practice. INTRODUCTION Polypharmacy is prevalent amongst older adults, despite risks to patients. Much of the existing research on deprescribing has occurred in the outpatient context, with recent research emerging on the unique opportunity that acute care may provide. INCLUSION CRITERIA This review will include deprescribing in adults aged 60 years or older in acute care. It will consider deprescribing occurring during inpatient admission and at the time of discharge from hospital. METHODS The JBI method for scoping reviews will guide this review. A search of MEDLINE (Ovid), Scopus, Web of Science Core Collection, CINAHL (EBSCOhost), Embase (Ovid), and the Cochrane Database of Systematic Reviews will be undertaken from inception to present with no language restrictions. Qualitative, quantitative, and mixed method studies, clinical practice guidelines, and opinion papers will be considered for inclusion. Systematic reviews and scoping reviews will be excluded. Google Scholar and a general Google search will be conducted for gray literature. Two reviewers will assess articles for inclusion and any disagreements will be discussed and resolved by discussion or a third reviewer, if required. Findings will be presented in the scoping review using a narrative approach with supporting quantitative data in a tabular format according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews checklist (PRISMA-ScR). REVIEW REGISTRATION Open Science Framework https://osf.io/pb7aw/.
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Affiliation(s)
- Erika Sprake
- Division of Geriatric Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Janice Kung
- John W. Scott Health Sciences Library, University of Alberta, Edmonton, AB, Canada
| | - Michelle Graham
- Division of Cardiology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Ross Tsuyuki
- Department of Medicine, EPICORE Center, University of Alberta, Edmonton, AB, Canada
| | - William Gibson
- Division of Geriatric Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
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Chan FKI, Moraga M, Habib B, Girard N, Boulet JR, Tamblyn R. Does Physicians' Clinical Competence, Communication Ability, or Cultural Background Influence Potentially Inappropriate Prescribing of Benzodiazepines and Z-Drugs Among Older Adults With Insomnia? Pharmacoepidemiol Drug Saf 2024; 33:e70068. [PMID: 39628100 PMCID: PMC11615419 DOI: 10.1002/pds.70068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 10/09/2024] [Accepted: 11/15/2024] [Indexed: 12/08/2024]
Abstract
OBJECTIVE The objective of this study is to estimate the association between physician's age, sex, clinical and communication competencies, and cultural background on benzodiazepines and Z-drugs (BDZ) prescribing to older adults with insomnia. METHODS A cohort of international medical graduates (IMGs) who completed their pre-residency licensure exam in 1998-2004 were linked to all U.S. Medicare patients they provided care to in 2014-2015. Their care records in Parts A, B, and D from all physicians were extracted. The first outpatient visit for insomnia to a study IMG was identified for each patient in that period. The outcome was incident BDZ prescribing by the study physician following the visit. Main exposures were physician age, sex, citizenship at birth, and clinical and communication competency as measured on the licensure exam. The association between physician characteristics and BDZ prescribing, adjusting for physician and patient covariates, was estimated using generalized estimating equations multivariable logistic regression. RESULTS We analyzed 28 018 patients seen by 4069 unique physicians. IMGs born in all other regions of the world were less likely to prescribe BDZs compared to U.S.-born IMGs, with physicians from the United Kingdom being least likely (OR 0.54 [95%CI 0.34-0.85]). Neither physician's clinical competency nor communication ability were associated with BDZ prescribing (OR per 10% increase, respectively: 0.95 [95%CI 0.88-1.02] and 0.98 [95%CI 0.93-1.04]). Older physicians remain more likely to prescribe BDZ (OR per 5-year increase 1.04 [95%CI 1.00-1.08]). CONCLUSIONS The associations between cultural background and physician's age on BDZ prescribing highlight the potential targets for remedial solutions to reduce the use of potentially inappropriate medications.
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Affiliation(s)
- Fiona K. I. Chan
- Department of Epidemiology, Biostatistics, and Occupational Health, Faculty of MedicineMcGill UniversityMontrealQuebecCanada
| | - Maria‐Teresa Moraga
- Clinical and Health Informatics Research GroupMcGill UniversityMontrealQuebecCanada
| | - Bettina Habib
- Clinical and Health Informatics Research GroupMcGill UniversityMontrealQuebecCanada
| | - Nadyne Girard
- Clinical and Health Informatics Research GroupMcGill UniversityMontrealQuebecCanada
| | - John R. Boulet
- National Board of Osteopathic Medical ExaminersChicagoIllinoisUSA
- Medical Council of CanadaOttawaOntarioCanada
| | - Robyn Tamblyn
- Department of Epidemiology, Biostatistics, and Occupational Health, Faculty of MedicineMcGill UniversityMontrealQuebecCanada
- Faculty of MedicineMcGill UniversityMontrealQuebecCanada
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A Rodrigues D, I Plácido A, Mateos-Campos R, Figueiras A, Herdeiro MT, Roque F. Usability of APIMedOlder: A Web Application to Manage Potentially Inappropriate Medication in Older Adults. ACTA MEDICA PORT 2024; 37:609-616. [PMID: 39226560 DOI: 10.20344/amp.21537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 06/05/2024] [Indexed: 09/05/2024]
Abstract
INTRODUCTION Considering the increase in the proportion of the older population worldwide, the demand for health system resources also arises. These tools optimize clinical decision-making, thus avoiding iatrogenesis and thus contributing to a better quality of life for the older population. In response, we created an online web application, the APIMedOlder, that provides access to healthcare professionals to allow healthcare professionals to access potentially inappropriate medication identification criteria through a useful tool with a simplified profile, allowing its applicability in clinical practice. This study aims to assess the usability of the APIMedOlder online web application by healthcare professionals. METHODS A questionnaire, based on the System Usability Scale, was distributed among 15 healthcare professionals (five pharmacists, four physicians, three pharmacy technicians, and three nurses), to fully explore the website. RESULTS Overall, healthcare professionals' evaluation of the usability of the APIMedOlder online web application was rated as "Best imaginable" (mean score of 87.17 points), with individual scores ranging from 75 to 100 points. Internal consistency of α = 0.881 (CI 95%: 0.766 - 0.953) was achieved. Specific questionnaire items contributing to this high score included ease of use, learning efficiency, and integration of functions. CONCLUSION The overall evaluation of the developed tool was positive, with this online application being recognized as being easy to use and having well-integrated functions.
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Affiliation(s)
- Daniela A Rodrigues
- Biotechnology Research, Innovation and Design for Health Products (BRIDGES) - Research Laboratory on Epidemiology and Population Health. Instituto Politécnico da Guarda. Guarda; Health Sciences Research Centre (CICS). Universidade da Beira Interior. Covilhã; Universidad de Salamanca. Salamanca. Spain
| | - Ana I Plácido
- Biotechnology Research, Innovation and Design for Health Products (BRIDGES) - Research Laboratory on Epidemiology and Population Health. Instituto Politécnico da Guarda. Guarda. Portugal
| | - Ramona Mateos-Campos
- Area of Preventive Medicine and Public Health. Department of Biomedical and Diagnostic Sciences. Universidad de Salamanca. Salamanca. Spain
| | - Adolfo Figueiras
- Department of Preventive Medicine and Public Health. Universidade de Santiago de Compostela. Santiago de Compostela. Spain; Health Research Institute of Santiago de Compostela (IDIS). Santiago de Compostela. Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiology and Public Health-CIBERESP). Madrid. Spain
| | - Maria Teresa Herdeiro
- Department of Medical Sciences. Institute of Biomedicine (iBiMED). Universidade de Aveiro. Aveiro. Portugal
| | - Fátima Roque
- Biotechnology Research, Innovation and Design for Health Products (BRIDGES) - Research Laboratory on Epidemiology and Population Health. Instituto Politécnico da Guarda. Guarda; Health Sciences Research Centre (CICS). Universidade da Beira Interior. Covilhã. Portugal
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Hu Q, Zhao M, Teng F, Lin G, Jin Z, Xu T. A model for identifying potentially inappropriate medication used in older people with dementia: a machine learning study. Int J Clin Pharm 2024; 46:937-946. [PMID: 38980590 PMCID: PMC11286713 DOI: 10.1007/s11096-024-01730-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 03/21/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND Older adults with dementia often face the risk of potentially inappropriate medication (PIM) use. The quality of PIM evaluation is hindered by researchers' unfamiliarity with evaluation criteria for inappropriate drug use. While traditional machine learning algorithms can enhance evaluation quality, they struggle with the multilabel nature of prescription data. AIM This study aimed to combine six machine learning algorithms and three multilabel classification models to identify correlations in prescription information and develop an optimal model to identify PIMs in older adults with dementia. METHOD This study was conducted from January 1, 2020, to December 31, 2020. We used cluster sampling to obtain prescription data from patients 65 years and older with dementia. We assessed PIMs using the 2019 Beers criteria, the most authoritative and widely recognized standard for PIM detection. Our modeling process used three problem transformation methods (binary relevance, label powerset, and classifier chain) and six classification algorithms. RESULTS We identified 18,338 older dementia patients and 36 PIMs types. The classifier chain + categorical boosting (CatBoost) model demonstrated superior performance, with the highest accuracy (97.93%), precision (95.39%), recall (94.07%), F1 score (95.69%), and subset accuracy values (97.41%), along with the lowest Hamming loss value (0.0011) and an acceptable duration of the operation (371s). CONCLUSION This research introduces a pioneering CC + CatBoost warning model for PIMs in older dementia patients, utilizing machine-learning techniques. This model enables a quick and precise identification of PIMs, simplifying the manual evaluation process.
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Affiliation(s)
- Qiaozhi Hu
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, China
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Mengnan Zhao
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Fei Teng
- School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China
| | - Gongchao Lin
- School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China
| | - Zhaohui Jin
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, China.
| | - Ting Xu
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, China
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10
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Butauskaite J, Zumbakyte A, Aukstikalne L, Pancere J, Zukaitiene S, Karinauske E. High prevalence of medication errors in a secondary-level Lithuanian hospital: A prospective cross-sectional observational study. Pharmacol Res Perspect 2024; 12:e1246. [PMID: 39086141 PMCID: PMC11291557 DOI: 10.1002/prp2.1246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/06/2024] [Accepted: 07/04/2024] [Indexed: 08/02/2024] Open
Abstract
As the population continues to age, the occurrence of chronic illnesses and comorbidities that often necessitate the use of polypharmacy has been on the rise. Polypharmacy, among other factors that tend to coincide with chronic diseases, such as obesity, impaired kidney and liver function, and older age, can increase the risk of medication errors (MEs). Our study aims to evaluate the prevalence of MEs in the Internal medicine, Cardiology, and Neurology departments at the secondary-level university hospital. We conducted a prospective observational study of 145 patients' electronic or paper-based data of inpatient prescriptions and patients' pharmacokinetic risk factors, such as an impairment of renal and/or hepatic function, weight, and age. All included patients collectively received 1252 prescribed drugs. The median (Q1; Q3) number of drugs per patient was 8 (7;10). At least one ME was identified in 133 out of the 145 patients, indicating a significantly higher prevalence than hypothesized (91.7% vs. 50%; p < .001). There was moderate, positive correlation between the quantity of prescribed drugs and the number of MEs, meaning that the more drugs are prescribed, the higher the number of identified MEs (Spearman's ρ = 0.428; p < .001). These findings suggest that there is a need for continuous medication education activity for prescribing physicians, continuous evaluation of prescription appropriateness to objectively identify the MEs and to contribute to more rational patient treatment.
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Affiliation(s)
- J. Butauskaite
- Medical Academy, Faculty of MedicineLithuanian University of Health SciencesKaunasLithuania
| | - A. Zumbakyte
- Medical Academy, Faculty of MedicineLithuanian University of Health SciencesKaunasLithuania
| | - L. Aukstikalne
- Medical Academy, Faculty of Medicine, Institute of Physiology and PharmacologyLithuanian University of Health SciencesKaunasLithuania
| | - J. Pancere
- Medical Academy, Faculty of Medicine, Institute of Physiology and PharmacologyLithuanian University of Health SciencesKaunasLithuania
| | - S. Zukaitiene
- Medical Academy, Faculty of Medicine, Institute of Physiology and PharmacologyLithuanian University of Health SciencesKaunasLithuania
| | - E. Karinauske
- Medical Academy, Faculty of Medicine, Institute of Physiology and PharmacologyLithuanian University of Health SciencesKaunasLithuania
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Brannigan R, Hughes JE, Moriarty F, Wallace E, Kirke C, Williams D, Bennett K, Cahir C. Potentially Inappropriate Prescribing and Potential Prescribing Omissions and Their Association with Adverse Drug Reaction-Related Hospital Admissions. J Clin Med 2024; 13:323. [PMID: 38256457 PMCID: PMC10816937 DOI: 10.3390/jcm13020323] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 12/19/2023] [Accepted: 12/29/2023] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND This study aimed to determine the prevalence of potentially inappropriate prescribing (PIP) and potential prescribing omissions (PPOs) and their association with ADR-related hospital admissions in patients aged ≥ 65 years admitted acutely to the hospital. METHODS Information on medications and morbidities was extracted from the Adverse Drug Reactions in an Ageing Population (ADAPT) cohort (N = 798: N = 361 ADR-related admissions; 437 non-ADR-related admissions). PIP and PPOs were assessed using Beers Criteria 2019 and STOPP/START version 2. Multivariable logistic regression (adjusted odds ratios (aOR), 95%CI) was used to examine the association between PIP, PPOs and ADR-related admissions, adjusting for covariates (age, gender, comorbidity, polypharmacy). RESULTS In total, 715 (90%; 95% CI 87-92%) patients had ≥1 Beers Criteria, 555 (70%; 95% CI 66-73%) had ≥ 1 STOPP criteria and 666 patients (83%; 95% CI 81-86%) had ≥ 1 START criteria. Being prescribed at least one Beers (aOR = 1.66, 95% CI = 1.00-2.77), or meeting STOPP (aOR = 1.07, 95% CI = 0.79-1.45) or START (aOR = 0.72; 95%CI = 0.50-1.06) criteria or the number of PIP/PPO criteria met was not significantly associated with ADR-related admissions. Patients prescribed certain drug classes (e.g., antiplatelet agents, diuretics) per individual PIP criteria were more likely to have an ADR-related admission. CONCLUSION There was a high prevalence of PIP and PPOs in this cohort but no association with ADR-related admissions.
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Affiliation(s)
- Ross Brannigan
- School of Population Health, RCSI University of Medicine and Health Sciences, D02 YN77 Dublin, Ireland; (R.B.); (K.B.)
| | - John E. Hughes
- School of Population Health, RCSI University of Medicine and Health Sciences, D02 YN77 Dublin, Ireland; (R.B.); (K.B.)
| | - Frank Moriarty
- School of Pharmacy and Biomolecular Sciences, RCSI University of Medicine and Health Sciences, D02 YN77 Dublin, Ireland;
| | - Emma Wallace
- Department of General Practice, University College Cork, T12 R229 Cork, Ireland;
| | - Ciara Kirke
- National Quality and Patient Safety Directorate at Health Service Executive, D08 W2A8 Dublin, Ireland;
| | - David Williams
- Department of Geriatric and Stroke Medicine, RCSI University of Medicine and Health Sciences, D02 YN77 Dublin, Ireland;
- Department of Geriatric and Stroke Medicine Beaumont Hospital, D05 E840 Dublin, Ireland
| | - Kathleen Bennett
- School of Population Health, RCSI University of Medicine and Health Sciences, D02 YN77 Dublin, Ireland; (R.B.); (K.B.)
| | - Caitriona Cahir
- School of Population Health, RCSI University of Medicine and Health Sciences, D02 YN77 Dublin, Ireland; (R.B.); (K.B.)
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12
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Veldhuis A, Sent D, Loijmans RJB, Abu-Hanna A. Time-dependent association between STOPP and START criteria and gastrointestinal bleeding in older patients using routinely collected primary care data. PLoS One 2023; 18:e0292161. [PMID: 38060536 PMCID: PMC10703206 DOI: 10.1371/journal.pone.0292161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 09/13/2023] [Indexed: 12/18/2023] Open
Abstract
PURPOSE Only few studies have assessed the preventive effect of the STOPP/START criteria on adverse events. We aim to quantify 1) the association between nonadherence to STOPP/START criteria and gastrointestinal bleedings, and 2) the association between exposure to the potentially harmful START-medications and gastrointestinal bleedings. DESIGN A retrospective cohort study using routinely collected data of patients aged ≥ 65 years from the electronic health records (EHR) of 49 general practitioners (GPs) in 6 GP practices, from 2007 to 2014. The database is maintained in the academic research network database (AHA) of Amsterdam UMC, the Netherlands. METHODS Gastrointestinal bleedings were identified using ICPC codes and free text inspections. Three STOPP and six START criteria pertaining to gastrointestinal bleedings were selected. Cox proportional hazards regression with time-dependent covariate analysis was performed to assess the independent association between nonadherence to the STOPP/START criteria and gastrointestinal bleedings. The analysis was performed with all criteria as a composite outcome, as well as separately for the individual criteria. RESULTS Out of 26,576 participants, we identified 19,070 Potential Inappropriate Medications (PIM)/Potential Prescribing Omission (PPO) instances for 3,193 participants and 146 gastrointestinal bleedings in 143 participants. The hazard ratio for gastrointestinal bleedings of STOPP/STARTs, taken as composite outcome, was 5.45 (95% CI 3.62-8.21). When analysed separately, two out of nine STOPP/STARTs showed significant associations. CONCLUSION This study demonstrates a significant positive association between nonadherence to the STOPP/START criteria and gastrointestinal bleeding. We emphasize the importance of adherence to the relevant criteria for gastrointestinal bleeding, which may be endorsed by decision support systems.
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Affiliation(s)
- Anouk Veldhuis
- Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
| | - Danielle Sent
- Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
| | - Rik J. B. Loijmans
- Department of General Practice, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
| | - Ameen Abu-Hanna
- Department of Medical Informatics, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
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13
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Ham L, Slotman E, Burghout C, Raijmakers NJ, van de Poll-Franse LV, van Zuylen L, Fransen HP. Potentially inappropriate end-of-life care and its association with relatives' well-being: a systematic review. Support Care Cancer 2023; 31:731. [PMID: 38055062 DOI: 10.1007/s00520-023-08198-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 11/20/2023] [Indexed: 12/07/2023]
Abstract
PURPOSE Potentially inappropriate end-of-life cancer care (e.g., frequent hospital admission and emergency room visits in the last month of life) is known to be associated with a poorer quality of life of patients, but research on its association with the well-being of relatives is scarce. The aim of this systematic literature review was to evaluate the association between potentially inappropriate end-of-life cancer care and relatives' well-being. METHODS We conducted a systematic search and review, and reported according to the PRISMA guideline, on the association between potentially inappropriate end-of-life cancer care and well-being of relatives before and after the death of their loved one. Pubmed, PsycInfo, Embase, and CINAHL were searched for studies published from January 2000 to July 2022. Studies' quality was assessed using the Critical Appraisal Checklists from the Joanne Briggs Institute (JBI). RESULTS We identified eight studies including 10,062 relatives (59-79% female, mean age 46-61 years, 29-72% partner). Potentially inappropriate end-of-life cancer care was associated with poorer well-being of relatives including lower quality of life, higher burden of depressive symptoms, more regret, and more feelings of unpreparedness for the patient's death. CONCLUSION Potentially inappropriate cancer care at the end-of-life is associated with poorer well-being of relatives before and after the death of their loved one. This emphasizes the importance of avoiding potentially inappropriate end-of-life cancer care, as it is both associated with poorer outcomes for relatives and patients. However, the number of studies examining this association is small, and more research is needed in this area.
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Affiliation(s)
- Laurien Ham
- Department of Research & Development, The Netherlands Comprehensive Cancer Organization (IKNL), PO box 19079, 3501, DB, Utrecht, The Netherlands.
- Netherlands Association for Palliative Care (PZNL), Utrecht, The Netherlands.
| | - Ellis Slotman
- Department of Research & Development, The Netherlands Comprehensive Cancer Organization (IKNL), PO box 19079, 3501, DB, Utrecht, The Netherlands
| | - Carolien Burghout
- Department of Hemato-Oncology, Jeroen Bosch Hospital, Den Bosch, The Netherlands
- Jeroen Bosch Academy Research, Jeroen Bosch Hospital, Den Bosch, The Netherlands
- Department of Tranzo, School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Natasja Jh Raijmakers
- Department of Research & Development, The Netherlands Comprehensive Cancer Organization (IKNL), PO box 19079, 3501, DB, Utrecht, The Netherlands
| | - Lonneke V van de Poll-Franse
- Department of Research & Development, The Netherlands Comprehensive Cancer Organization (IKNL), PO box 19079, 3501, DB, Utrecht, The Netherlands
- Department of Medical and Clinical Psychology, CoRPS - Center for Research on Psychology in Somatic Diseases, Tilburg University, Tilburg, The Netherlands
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Lia van Zuylen
- Department of Medical Oncology, Amsterdam University Medical Centers, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Heidi P Fransen
- Department of Research & Development, The Netherlands Comprehensive Cancer Organization (IKNL), PO box 19079, 3501, DB, Utrecht, The Netherlands
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Nazarko L. Can medication increase the risk of falls? The importance of medication review. Br J Community Nurs 2023; 28:534-540. [PMID: 37930860 DOI: 10.12968/bjcn.2023.28.11.534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
Falls are the second leading cause of unintentional injury deaths worldwide and are a major health issue for older people. One of the factors that can increase the risk of falls is medication. This article examines how medication can affect fall risk and how medication review can reduce the risk of falls.
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15
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Stolz R, Krause O, Junius-Walker U, Thürmann P, Fuchs A, Wilm S, Wollny A, Rebentisch F, Wiese B, Joos S, Haumann H. The role of qualification and quality management in the prescription of antipsychotics and potentially inappropriate medication (PIM) in nursing home residents in Germany: results of the HIOPP-3-iTBX study. Aging Clin Exp Res 2023; 35:2227-2235. [PMID: 37550560 PMCID: PMC10520111 DOI: 10.1007/s40520-023-02513-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 07/19/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND Nursing home residents (NHR) show high rates of polypharmacy. The HIOPP-3-iTBX study is the first cRCT on medication optimization in nursing homes (NH) in Germany. The intervention did not result in a reduction of PIM and/or antipsychotics. This analysis looks at structure quality in the HIOPP-3-iTBX study participants. AIMS Evaluation of structure quality as part of a cluster-randomized controlled intervention study. METHODS Structure quality in multiprofessional teams from n = 44 NH (n = 44 NH directors, n = 91 family doctors (FD), and n = 52 pharmacies with n = 62 pharmacists) was assessed using self-designed questionnaires at baseline. Main aspects of the questionnaires related to the qualification of participants, quality management, the medication process and size of the facilities. All completed questionnaires were included. number of PIM/antipsychotics was drawn from the baseline medication analysis in 692 NHR. Data were analyzed by descriptive statistics and mixed model logistic regression. RESULTS The presence of a nurse with one of the additional qualifications pain nurse or Zertifiziertes Curriculum (Zercur) Geriatrie in the participating NH was associated with a lower risk for the prescription of PIM/antipsychotics. No association between any characteristic in the other participants at baseline was observed. CONCLUSIONS AND DISCUSSION The results support the known role of nursing qualification in the quality and safety of care. Further studies need to look more closely at how use is made of the additional qualifications within the multiprofessional teams. Perspectively, the results can contribute to the development of quality standards in NH in Germany.
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Affiliation(s)
- Regina Stolz
- Institute for General Practice and Interprofessional Care, Medical Faculty, University Tübingen, Osianderstr. 5, 72076, Tübingen, Germany.
| | - Olaf Krause
- Institute for General Practice and Palliative Care, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Ulrike Junius-Walker
- Institute for General Practice and Palliative Care, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Petra Thürmann
- Chair of Clinical Pharmacology, Faculty of Health, University Witten/Herdecke, Helios University Hospital Wuppertal University Witten/Herdecke, Heusnerstr. 40, 42283, Wuppertal, Germany
| | - Angela Fuchs
- Institute of General Practice, Medical Faculty, Centre for Health and Society, Heinrich-Heine University Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Stefan Wilm
- Institute of General Practice, Medical Faculty, Centre for Health and Society, Heinrich-Heine University Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Anja Wollny
- Institute of General Practice, University Medical Center Rostock, Doberaner Strasse 142, P.O. Box 108880, 18057, Rostock, Germany
| | - Franziska Rebentisch
- Institute of General Practice, University Medical Center Rostock, Doberaner Strasse 142, P.O. Box 108880, 18057, Rostock, Germany
| | - Birgitt Wiese
- Institute for General Practice and Palliative Care, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Stefanie Joos
- Institute for General Practice and Interprofessional Care, Medical Faculty, University Tübingen, Osianderstr. 5, 72076, Tübingen, Germany
| | - Hannah Haumann
- Institute for General Practice and Interprofessional Care, Medical Faculty, University Tübingen, Osianderstr. 5, 72076, Tübingen, Germany
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Calvo-Cidoncha E, Verdinelli J, González-Bueno J, López-Soto A, Camacho Hernando C, Pastor-Duran X, Codina-Jané C, Lozano-Rubí R. An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study. JMIR Med Inform 2023; 11:e45850. [PMID: 37477131 PMCID: PMC10366962 DOI: 10.2196/45850] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/30/2023] [Accepted: 04/03/2023] [Indexed: 04/05/2023] Open
Abstract
Background: Inappropriate medication in older patients with multimorbidity results in a greater risk of adverse drug events. Clinical decision support systems (CDSSs) are intended to improve medication appropriateness. One approach to improving CDSSs is to use ontologies instead of relational databases. Previously, we developed OntoPharma-an ontology-based CDSS for reducing medication prescribing errors. Objective: The primary aim was to model a domain for improving medication appropriateness in older patients (chronic patient domain). The secondary aim was to implement the version of OntoPharma containing the chronic patient domain in a hospital setting. Methods: A 4-step process was proposed. The first step was defining the domain scope. The chronic patient domain focused on improving medication appropriateness in older patients. A group of experts selected the following three use cases: medication regimen complexity, anticholinergic and sedative drug burden, and the presence of triggers for identifying possible adverse events. The second step was domain model representation. The implementation was conducted by medical informatics specialists and clinical pharmacists using Protégé-OWL (Stanford Center for Biomedical Informatics Research). The third step was OntoPharma-driven alert module adaptation. We reused the existing framework based on SPARQL to query ontologies. The fourth step was implementing the version of OntoPharma containing the chronic patient domain in a hospital setting. Alerts generated from July to September 2022 were analyzed. Results: We proposed 6 new classes and 5 new properties, introducing the necessary changes in the ontologies previously created. An alert is shown if the Medication Regimen Complexity Index is ≥40, if the Drug Burden Index is ≥1, or if there is a trigger based on an abnormal laboratory value. A total of 364 alerts were generated for 107 patients; 154 (42.3%) alerts were accepted. Conclusions: We proposed an ontology-based approach to provide support for improving medication appropriateness in older patients with multimorbidity in a scalable, sustainable, and reusable way. The chronic patient domain was built based on our previous research, reusing the existing framework. OntoPharma has been implemented in clinical practice and generates alerts, considering the following use cases: medication regimen complexity, anticholinergic and sedative drug burden, and the presence of triggers for identifying possible adverse events.
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Affiliation(s)
| | - Julián Verdinelli
- Clinical Informatics Service, Hospital Clínic of Barcelona, Barcelona, Spain
| | - Javier González-Bueno
- Pharmacy Service, Hospital Dos de Maig, Consorci Sanitari Integral, Barcelona, Spain
| | - Alfonso López-Soto
- Geriatric Unit, Department of Internal Medicine, Hospital Clínic of Barcelona, Barcelona, Spain
| | | | - Xavier Pastor-Duran
- Clinical Informatics Service, Hospital Clínic of Barcelona, Barcelona, Spain
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Zhou S, Li R, Zhang X, Zong Y, Lei L, Tao Z, Sun M, Liu H, Zhou Y, Cui Y. The effects of pharmaceutical interventions on potentially inappropriate medications in older patients: a systematic review and meta-analysis. Front Public Health 2023; 11:1154048. [PMID: 37497025 PMCID: PMC10368444 DOI: 10.3389/fpubh.2023.1154048] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 06/21/2023] [Indexed: 07/28/2023] Open
Abstract
Introduction Potentially inappropriate medications (PIMs) is a particular concern in older patients and is associated with negative health outcomes. As various interventions have been developed to manage it, we performed a systematic review and meta-analysis to evaluate the effect of pharmaceutical interventions on outcomes of PIMs in older patients. Methods Meta-analysis of eligible randomized controlled trials (RCTs) was conducted to report the outcomes of pharmaceutical interventions in older patients searching from the databases of Cochrane Library, PubMed, Embase, Web of Science, Clinicaltrials.gov, SinoMed and Chinese Clinical Trial Registry (ChiCTR). The PRISMA guidelines were followed and the protocol was registered in PROSPERO (CRD42019134754). Cochrane bias risk assessment tool and the modified Jadad scale were used to assess the risk bias. RevMan software was used for data processing, analysis and graphical plotting. Results Sixty-five thousand, nine hundred seventy-one patients in 14 RCTs were included. Of the primary outcomes, pharmaceutical interventions could significantly reduce the incidence of PIMs in older patients (OR = 0.51, 95% CI: 0.42, 0.62; p < 0.001), and the number of PIMs per person (MD = -0.41, 95%CI: -0.51, -0.31; p < 0.001), accompanying by a low heterogeneity. Subgroup analysis showed that the application of computer-based clinical decision support for pharmacological interventions could remarkably decrease the incidence of PIMs and two assessment tools were more effective. Of the secondary outcomes, the meta-analysis showed that pharmacological interventions could reduce the number of drugs used per person (MD = -0.94, 95%CI: -1.51, -0.36; p = 0.001) and 30-day readmission rate (OR = 0.58, 95%CI: 0.36, 0.92; p = 0.02), accompanying by a low heterogeneity. However, the pharmaceutical interventions demonstrated no significant improvement on all-cause mortality and the number of falls. Conclusion Our findings supported the efficacy of pharmaceutical interventions to optimize the use and management of drugs in older patients. Systematic review registration https://clinicaltrials.gov/, CRD42019134754.
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Affiliation(s)
- Shuang Zhou
- Department of Pharmacy, Peking University First Hospital, Beijing, China
- Department of Pharmaceutical Administration and Clinical Pharmacy, School of Pharmaceutical Science, Peking University, Beijing, China
| | - Rui Li
- Department of Pharmaceutical Administration and Clinical Pharmacy, School of Pharmaceutical Science, Peking University, Beijing, China
- Department of Pharmacy, Aerospace Center Hospital, Beijing, China
| | - Xiaolin Zhang
- Department of Geriatrics, Peking University First Hospital, Beijing, China
| | - Yutong Zong
- Department of Pharmacy, Peking University First Hospital, Beijing, China
| | - Lili Lei
- Department of Pharmacy, Peking University First Hospital, Beijing, China
| | - Zhenhui Tao
- Department of Nursing, Peking University First Hospital, Beijing, China
| | - Minxue Sun
- Department of Pharmacy, Peking University First Hospital, Beijing, China
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Jiangsu, China
| | - Hua Liu
- Department of Pharmacy, Aerospace Center Hospital, Beijing, China
| | - Ying Zhou
- Department of Pharmacy, Peking University First Hospital, Beijing, China
| | - Yimin Cui
- Department of Pharmacy, Peking University First Hospital, Beijing, China
- Department of Pharmaceutical Administration and Clinical Pharmacy, School of Pharmaceutical Science, Peking University, Beijing, China
- Institute of Clinical Pharmacology, Peking University, Beijing, China
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18
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Hu Q, Tian F, Jin Z, Lin G, Teng F, Xu T. Developing a Warning Model of Potentially Inappropriate Medications in Older Chinese Outpatients in Tertiary Hospitals: A Machine-Learning Study. J Clin Med 2023; 12:jcm12072619. [PMID: 37048702 PMCID: PMC10095456 DOI: 10.3390/jcm12072619] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/13/2023] [Accepted: 03/24/2023] [Indexed: 04/03/2023] Open
Abstract
Due to multiple comorbid illnesses, polypharmacy, and age-related changes in pharmacokinetics and pharmacodynamics in older adults, the prevalence of potentially inappropriate medications (PIMs) is high, which affects the quality of life of older adults. Building an effective warning model is necessary for the early identification of PIMs to prevent harm caused by medication in geriatric patients. The purpose of this study was to develop a machine learning-based model for the warning of PIMs in older Chinese outpatients. This retrospective study was conducted among geriatric outpatients in nine tertiary hospitals in Chengdu from January 2018 to December 2018. The Beers criteria 2019 were used to assess PIMs in geriatric outpatients. Three problem transformation methods were used to tackle the multilabel classification problem in prescriptions. After the division of patient prescriptions into the training and test sets (8:2), we adopted six widely used classification algorithms to conduct the classification task and assessed the discriminative performance by the accuracy, precision, recall, F1 scores, subset accuracy (ss Acc), and Hamming loss (hm) of each model. The results showed that among 11,741 older patient prescriptions, 5816 PIMs were identified in 4038 (34.39%) patient prescriptions. A total of 41 types of PIMs were identified in these prescriptions. The three-problem transformation methods included label power set (LP), classifier chains (CC), and binary relevance (BR). Six classification algorithms were used to establish the warning models, including Random Forest (RF), Light Gradient Boosting Machine (LightGBM), eXtreme Gradient Boosting (XGBoost), CatBoost, Deep Forest (DF), and TabNet. The CC + CatBoost model had the highest accuracy value (97.83%), recall value (89.34%), F1 value (90.69%), and ss Acc value (97.79%) with a good precision value (92.18%) and the lowest hm value (0.0006). Therefore, the CC + CatBoost model was selected to predict the occurrence of PIM in geriatric Chinese patients. This study’s novelty establishes a warning model for PIMs in geriatric patients by using machine learning. With the popularity of electronic patient record systems, sophisticated computer algorithms can be implemented at the bedside to improve medication use safety in geriatric patients in the future.
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Croke A, Cardwell K, Clyne B, Moriarty F, McCullagh L, Smith SM. The effectiveness and cost of integrating pharmacists within general practice to optimize prescribing and health outcomes in primary care patients with polypharmacy: a systematic review. BMC PRIMARY CARE 2023; 24:41. [PMID: 36747132 PMCID: PMC9901090 DOI: 10.1186/s12875-022-01952-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 12/21/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND Polypharmacy and associated potentially inappropriate prescribing (PIP) place a considerable burden on patients and represent a challenge for general practitioners (GPs). Integration of pharmacists within general practice (herein 'pharmacist integration') may improve medications management and patient outcomes. This systematic review assessed the effectiveness and costs of pharmacist integration. METHODS A systematic search of ten databases from inception to January 2021 was conducted. Studies that evaluated the effectiveness or cost of pharmacist integration were included. Eligible interventions were those that targeted medications optimization compared to usual GP care without pharmacist integration (herein 'usual care'). Primary outcomes were PIP (as measured by PIP screening tools) and number of prescribed medications. Secondary outcomes included health-related quality of life, health service utilization, clinical outcomes, and costs. Randomised controlled trials (RCTs), non-RCTs, interrupted-time-series, controlled before-after trials and health-economic studies were included. Screening and risk of bias using Cochrane EPOC criteria were conducted by two reviewers independently. A narrative synthesis and meta-analysis of outcomes where possible, were conducted; the certainty of evidence was assessed using the Grading of Recommendations, Assessment, Development and Evaluation approach. RESULTS In total, 23 studies (28 full text articles) met the inclusion criteria. In ten of 11 studies, pharmacist integration probably reduced PIP in comparison to usual care (moderate certainty evidence). A meta-analysis of number of medications in seven studies reported a mean difference of -0.80 [-1.17, -0.43], which indicated pharmacist integration probably reduced number of medicines (moderate certainty evidence). It was uncertain whether pharmacist integration improved health-related quality of life because the certainty of evidence was very low. Twelve health-economic studies were included; three investigated cost effectiveness. The outcome measured differed across studies limiting comparisons and making it difficult to make conclusions on cost effectiveness. CONCLUSIONS Pharmacist integration probably reduced PIP and number of medications however, there was no clear effect on other patient outcomes; and while interventions in a small number of studies appeared to be cost-effective, further robust, well-designed cluster RCTs with economic evaluations are required to determine cost-effectiveness of pharmacist integration. TRIAL REGISTRATION CRD42019139679.
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Affiliation(s)
- Aisling Croke
- Department of General Practice, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Karen Cardwell
- Health Information and Quality Authority, Dublin, Ireland
| | - Barbara Clyne
- Department of General Practice, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Frank Moriarty
- School of Pharmacy and Biomolecular Sciences, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Laura McCullagh
- National Centre for Pharmacoeconomics, St James's Hospital, Dublin, Ireland
- Department of Pharmacology and Therapeutics, Trinity College Dublin, Dublin, Ireland
| | - Susan M Smith
- Department of General Practice, RCSI University of Medicine and Health Sciences, Dublin, Ireland.
- Discipline of Public Health and Primary Care, Trinity College Dublin, Dublin, Ireland.
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Ahomäki I, Böckerman P, Pehkonen J, Saastamoinen L. Effect of Information Intervention on Prescribing Practice for Neuropathic Pain in Older Patients: A Nationwide Register-Based Study. Drugs Aging 2023; 40:81-88. [PMID: 36633822 PMCID: PMC9883359 DOI: 10.1007/s40266-022-00993-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/29/2022] [Indexed: 01/13/2023]
Abstract
INTRODUCTION Management of prescription medicines is challenging for older patients due to frail health and the prevalence of multiple chronic conditions. A salient policy challenge of prescribing practices is that all physicians are not well informed about the national clinical guidelines. A feasible policy intervention to mitigate the harms caused by Potentially Inappropriate Medications is to influence the frequency of prescribing and other prescribing attributes of the drugs by providing accurate and up-to-date information about the national clinical guidelines. OBJECTIVES The objective of this study was to examine the effect of a nationwide information intervention on physicians' prescribing practices and patients' healthcare utilization. METHODS We used a quasi-experimental research design based on difference-in-differences variation and nationwide register data on prescribers and purchasers of pregabalin, nortriptyline, and amitriptyline combinations in Finland between January 2018 and May 2019. The study included 68,914 patients and 11,432 physicians. RESULTS We found that the information letter sent to all prescribers of pregabalin, nortriptyline, or amitriptyline combinations to patients aged 75 years or older decreased the probability of prescribing of these medications. The estimated effect of - 3.3 percentage points (95% confidence interval [- 0.041, - 0.024]) corresponds to a 29% reduction compared to the baseline mean of the outcome. The filled quantity, measured in Defined Daily Doses, of pregabalin, nortriptyline, and amitriptyline combinations per month was reduced by 11.7% [- 14.5% to - 8.9%] among patients aged 75 years or older. No effect on patients' healthcare utilization was observed. CONCLUSIONS Findings of the study suggest that personal information intervention was an effective policy tool for nudging physicians to reduce prescribing of potentially inappropriate medicines, whereas the reduction in prescribing was not accompanied by improvements or adverse effects in patients' health.
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Affiliation(s)
- Iiro Ahomäki
- School of Business and Economics, University of Jyväskylä, PO Box 35, 40014, Jyvaskyla, Finland. .,The Social Insurance Institution of Finland, Helsinki, Finland.
| | - Petri Böckerman
- grid.9681.60000 0001 1013 7965School of Business and Economics, University of Jyväskylä, PO Box 35, 40014 Jyvaskyla, Finland
| | - Jaakko Pehkonen
- grid.9681.60000 0001 1013 7965School of Business and Economics, University of Jyväskylä, PO Box 35, 40014 Jyvaskyla, Finland
| | - Leena Saastamoinen
- grid.460437.20000 0001 2186 1430The Social Insurance Institution of Finland, Helsinki, Finland
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Katzenberger B, Koller D, Strobl R, Kisch R, Sanftenberg L, Voigt K, Grill E. Exposure to anticholinergic and sedative medication is associated with impaired functioning in older people with vertigo, dizziness and balance disorders-Results from the longitudinal multicenter study MobilE-TRA. Front Pharmacol 2023; 14:1136757. [PMID: 36937862 PMCID: PMC10020174 DOI: 10.3389/fphar.2023.1136757] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 02/20/2023] [Indexed: 03/06/2023] Open
Abstract
Introduction: Anticholinergic and sedative medication is prescribed for various conditions in older patients. While the general association between anticholinergic and sedative medication and impaired functioning is well established, its specific role in older individuals with vertigo, dizziness, and balance disorders (VDB) is still incompletely understood. The objective of this study was to investigate, whether an exposure to anticholinergic and sedative medication is associated with lower generic and lower vertigo-specific functioning in older patients with VDB. Methods: Data originates from the longitudinal multicenter study MobilE-TRA with two follow-ups, conducted from 2017 to 2019 in two German federal states. Exposure to anticholinergic and sedative medication was quantified using the drug burden index (DBI). Generic functioning was assessed by the Health Assessment Questionnaire Disability Index, appraising the amount of difficulties in performing activities of daily living (ADL). Vertigo-specific functioning was measured using the Vestibular Activities and Participation (VAP) questionnaire, assessing patient-reported functioning regarding activities of daily living that are difficult to perform because of their propensity to provoke VDB (Scale 1) as well as immediate consequences of VDB on activities and participation related to mobility (Scale 2). Longitudinal linear mixed models were applied to assess the association of exposure to anticholinergic and sedative medication at baseline and the level of generic and vertigo-specific functioning status over time. Results: An overall of 19 (7 from Bavaria) primary care physicians (mean age = 54 years, 29% female) recruited 158 (59% from Bavaria) patients with VDB (median age = 78 years, 70% female). Anticholinergic and sedative medication at baseline was present in 56 (35%) patients. An exposure to anticholinergic and sedative medication at baseline was significantly associated with lower generic functioning [Beta = 0.40, 95%-CI (0.18; 0.61)] and lower vertigo-specific functioning [VAP Scale 1: Beta = 2.47, 95%-CI (0.92; 4.02)], and VAP Scale 2: Beta = 3.74, 95%-CI [2.23; 5.24]). Conclusion: Our results highlight the importance of a close monitoring of anticholinergic and sedative medication use in older patients with VDB. When feasible, anticholinergic and sedative medication should be replaced by equivalent alternative therapies in order to potentially reduce the burden of VDB.
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Affiliation(s)
- Benedict Katzenberger
- Institute for Medical Information Processing, Biometry, and Epidemiology, Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
- Pettenkofer School of Public Health, Munich, Germany
- Munich Center of Health Sciences, Ludwig Maximilian University of Munich, Munich, Germany
- *Correspondence: Benedict Katzenberger,
| | - Daniela Koller
- Institute for Medical Information Processing, Biometry, and Epidemiology, Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
- Munich Center of Health Sciences, Ludwig Maximilian University of Munich, Munich, Germany
| | - Ralf Strobl
- Institute for Medical Information Processing, Biometry, and Epidemiology, Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders, University Hospital Munich, Munich, Germany
| | - Rebecca Kisch
- Institute for Medical Information Processing, Biometry, and Epidemiology, Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
| | - Linda Sanftenberg
- Institute of General Practice and Family Medicine, University Hospital Munich, Munich, Germany
| | - Karen Voigt
- Department of General Practice/Medical Clinic III, Faculty of Medicine, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Eva Grill
- Institute for Medical Information Processing, Biometry, and Epidemiology, Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders, University Hospital Munich, Munich, Germany
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Heinrich CH, McHugh S, McCarthy S, Donovan MD. Barriers and enablers to deprescribing in long-term care: A qualitative investigation into the opinions of healthcare professionals in Ireland. PLoS One 2022; 17:e0274552. [PMID: 36520798 PMCID: PMC9754218 DOI: 10.1371/journal.pone.0274552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 08/31/2022] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION The prevalence of polypharmacy increases with age, increasing the exposure of older adults to potentially inappropriate medications (PIMs). Deprescribing has been shown to reduce PIMs for older residents in long-term care; however, deprescribing is not universally implemented. This study aims to identify the barriers and enablers to deprescribing in Irish long-term care facilities from the healthcare professionals' (HCPs) perspective. METHODS A qualitative descriptive approach was conducted using semi-structured interviews with HCPs working in long-term care (general practitioners, pharmacists and nurses). Purposive sampling with maximum variation was applied to select long-term care sites to identify HCPs, supplemented with convenience sampling of post-graduate HCPs from University College Cork. Data was thematically analysed and mapped to a framework of deprescribing barriers and enablers informed by the Theoretical Domains Framework. RESULTS Twenty-six HCPs participated from 13 long-term care facilities. The main barriers and enablers identified mapped to five domains. Barriers included insufficient resources, lack of co-ordination between healthcare settings and negative social influences. Additional barriers exist in private settings including deprescribing awareness, commitment and the need for incentives. Deprescribing enablers included interprofessional support and patient social influence. To encourage deprescribing, potential enablers include HCP education, pharmacist role expansion and tailored deprescribing guidelines within a structured process. CONCLUSION Interventions to support deprescribing should build on existing systems, involve stakeholders and utilise guidelines within a structured process. Any intervention must account for the nuanced barriers and enablers which exist in both public and private settings.
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Affiliation(s)
- Clara H. Heinrich
- School of Pharmacy, University College Cork, Cork City, Co. Cork, Ireland
- * E-mail:
| | - Sheena McHugh
- School of Public Health, University College Cork, Cork City, Co. Cork, Ireland
| | - Suzanne McCarthy
- School of Pharmacy, University College Cork, Cork City, Co. Cork, Ireland
| | - Maria D. Donovan
- School of Pharmacy, University College Cork, Cork City, Co. Cork, Ireland
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Rocha V, Plácido AI, Rodrigues DA, Tavares AB, Figueiras A, Roque F, Herdeiro MT. Geographic Variation in Top-10 Prescribed Medicines and Potentially Inappropriate Medication in Portugal: An Ecological Study of 2.2 Million Older Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12938. [PMID: 36232238 PMCID: PMC9564588 DOI: 10.3390/ijerph191912938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 09/29/2022] [Accepted: 10/06/2022] [Indexed: 06/16/2023]
Abstract
Multiple medication intake by older adults is considered a serious public health concern since it is associated with increased risk of adverse drug reactions and potentially inappropriate medication (PIM). This study described the top-10 prescribed active substances considering geographical distribution and PIM prescription in older adults. A cross-sectional ecological study using data on the active substances prescribed to people aged 65 years or older during 2020 was conducted. Information on active substances and the respective defined daily doses (DDD) stratified by age group, sex and region were collected from a Portuguese health administrative database. The average number of prescribed packages and DDD per 1000 inhabitants per day of top-10 active substances were assessed. This study included a total of 2,228,090 older adults (58% females). The furosemide and atorvastatin were the active substances with higher prescription rates (mean DDD/1000 inhabitants/day) in all ARS in both males and females, in comparison with the other top-10 active substances. Our results showed geographic differences in prescription, illustrated by more prescriptions in ARS North and Centre and fewer prescriptions in ARS Algarve. In females, two out of the 10 most prescribed active substances were PIM (benzodiazepines and opioids). Geographic disparities in PIM prescription across Portuguese regions were also observed. This study shows that drugs for the cardiovascular system were the active substances most prescribed to older adults. The prescription of benzodiazepines and opioids, classified as PIM, among females, alerts officials to the need of health policies to decrease inappropriate medication. The observed geographic differences in the 10 most prescribed active substances and in PIM prescription emphasized the importance of investing in medication optimization across the Portuguese regions.
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Affiliation(s)
- Vânia Rocha
- Department of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, Portugal
| | - Ana Isabel Plácido
- Research Unit for Inland Development, Polytechnic of Guarda (UDI-IPG), 6300-559 Guarda, Portugal
| | - Daniela A. Rodrigues
- Research Unit for Inland Development, Polytechnic of Guarda (UDI-IPG), 6300-559 Guarda, Portugal
| | - Ana Barbara Tavares
- Research Unit for Inland Development, Polytechnic of Guarda (UDI-IPG), 6300-559 Guarda, Portugal
| | - Adolfo Figueiras
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, 15702 Santiago de Compostela, Spain
- Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (PCIBER Epidemiology and Public Health-CIBERESP), 28001 Madrid, Spain
| | - Fátima Roque
- Research Unit for Inland Development, Polytechnic of Guarda (UDI-IPG), 6300-559 Guarda, Portugal
- Health Sciences Research Centre, University of Beira Interior (CICS-UBI), 6200-506 Covilhã, Portugal
- Sociedade Portuguesa de Farmacêuticos dos Cuidados de Saúde (SPFCS), Rua D. Manuel I, 74 1º Piso, 3030-320 Coimbra, Portugal
| | - Maria Teresa Herdeiro
- Department of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, 3810-193 Aveiro, Portugal
- Sociedade Portuguesa de Farmacêuticos dos Cuidados de Saúde (SPFCS), Rua D. Manuel I, 74 1º Piso, 3030-320 Coimbra, Portugal
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Robinson EG, Hedna K, Hakkarainen KM, Gyllensten H. Healthcare costs of adverse drug reactions and potentially inappropriate prescribing in older adults: a population-based study. BMJ Open 2022; 12:e062589. [PMID: 36153031 PMCID: PMC9511550 DOI: 10.1136/bmjopen-2022-062589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
OBJECTIVES To describe the distribution of costs based on potentially inappropriate prescribing (PIP) and adverse drug reaction (ADR) status in terms of total direct costs and costs caused by ADRs, among older adults. DESIGN A retrospective cohort study was conducted among older adults, identified from a random sample of the general Swedish population. PIP was identified based on the Screening Tool of Older Persons' Prescriptions (STOPP) criteria and ADRs were identified using the Howard criteria. Causality between PIP and ADRs was evaluated using Hallas' criteria. Prevalence-based direct healthcare costs were calculated for the 3-month study period, including the total cost for healthcare and drugs, and the cost caused by ADRs. SETTING All care levels, including primary care, other outpatient care and inpatient care. PARTICIPANTS 813 adults ≥65 years. PRIMARY OUTCOME MEASURES The prevalence and cost of PIP and ADRs. RESULTS Total direct cost for persons with PIP was approximately twice the total cost of those without PIP (€1958 (€1428-€2616) vs €881 (€817-€1167), p=0.0020). The costs caused by ADRs was 10 times higher among persons with PIP, compared with those without PIP (€270 (€86-€545) vs €27 (€10-€61), p=0.047). For persons with ADRs caused by PIP, total direct costs were €4646 (€2617-€7931). This group represented 8% of the study population and used 25% of the costs. The main cost driver in all studied patient groups was healthcare contacts. CONCLUSIONS Older persons with PIP and ADRs had high healthcare costs, particularly when ADRs were caused by PIP. Since these costs appear to be substantial, the potential savings by preventing their occurrence may, to a certain degree, cover the added cost of such activities. Further studies should be undertaken to provide further evidence on the costs of PIP, ADRs and ADRs caused by PIP.
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Affiliation(s)
| | - Khedidja Hedna
- Department of Psychiatry and Neurochemistry, University of Gothenburg, Goteborg, Sweden
- Statistikkonsulterna AB, Gothenburg, Sweden
| | - Katja M Hakkarainen
- Global Database Studies (GloDaSt), IQVIA, Mölndal, Sweden
- Epidemiology & Real-World Science, RWE Scientific Affairs, Parexel International, Gothenburg, Sweden
| | - Hanna Gyllensten
- Institute of Health and Care Sciences, Sahlgrenska Academy, University of Gothenburg, Goteborg, Sweden
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Kim J, Je NK, Choo E, Jang EJ, Lee IH. Association between cost-sharing and drug prescribing in Korean elderly veterans with chronic diseases: A real-world claims data study. Medicine (Baltimore) 2022; 101:e30649. [PMID: 36123850 PMCID: PMC9478235 DOI: 10.1097/md.0000000000030649] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
This study aimed to investigate the relationship between cost-sharing and drug prescribing and its appropriateness in Korean elderly veterans with chronic conditions. This is a cross-sectional study using real-world claims data. Veterans with primary hypertension or dyslipidemia were compared with two controls with higher levels of cost-sharing. Study subjects (age ≥65 years) were selected through stratified random sampling and matching the individual attributes. The primary outcome was the annual amount of drugs prescribed per patient, and the secondary outcomes included several other measures investigating multifaceted aspects of drug prescribing, medical institution utilization behavior, and prescribing appropriateness. Gamma regression models or logistic regression models were employed. Veterans were prescribed 59%~74% more drugs (exp (β) = 1.59 [95% confidence interval [CI] = 1.55-1.64] ~ 1.74 [1.70-1.79]) compared to the National Health Insurance (NHI) patients. This was attributed mainly to longer prescribing days (44%) and slightly more prescriptions (6%~7%) than NHI patients. Veterans spent 14%~15% higher medication costs. Veterans were less likely to visit multiple medical institutions by estimates of 0.77 (0.76-0.79) ~ 0.80 (0.79-0.82). Similar but smaller differences were observed between veterans and medical aid (MedAid) patients. The veteran patients showed a more than 50% increased risk of therapeutic duplication than the other two controls (adjusted odds ratio [ORs] = 1.47 [1.37-1.57] ~ 1.61 [1.50-1.72]). Inappropriate drug prescribing was also more common in veterans than the two controls (adjusted ORs = 1.20 [1.11-1.31] ~ 1.32 [1.22-1.43]). In Korean elderly veterans with chronic illnesses, a level of cost-sharing was associated with having more prescribed medicines, and increased inappropriate prescribing.
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Affiliation(s)
- Jin Kim
- College of Pharmacy, Yeungnam University, Gyeongsan, Republic of Korea
| | - Nam Kyung Je
- College of Pharmacy, Pusan National University, Busan, Republic of Korea
| | - Eunjung Choo
- College of Pharmacy, Ajou University, Suwon, Republic of Korea
| | - Eun Jin Jang
- Department of Information Statistics, Andong National University, Andong, Republic of Korea
| | - Iyn-Hyang Lee
- College of Pharmacy, Yeungnam University, Gyeongsan, Republic of Korea
- *Correspondence: Iyn-Hyang Lee, College of Pharmacy, Yeungnam University, Gyeongsan 38541, Republic of Korea (e-mail: )
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Gerard E, Quindroit P, Lemaitre M, Robert L, Gautier S, Decaudin B, Vambergue A, Beuscart JB. Defining explicit definitions of potentially inappropriate prescriptions for antidiabetic drugs in patients with type 2 diabetes: A systematic review. PLoS One 2022; 17:e0274256. [PMID: 36094919 PMCID: PMC9467327 DOI: 10.1371/journal.pone.0274256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 08/25/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction Potentially inappropriate prescriptions (PIPs) of antidiabetic drugs (ADs) (PIPADs) to patients with type 2 diabetes mellitus (T2DM) have been reported in some studies. The detection of PIPs in electronic databases requires the development of explicit definitions. This approach is widely used in geriatrics but has not been extended to PIPADs in diabetes mellitus. The objective of the present literature review was to identify all explicit definitions of PIPADs in patients with T2DM. Materials and methods We performed a systematic review of the literature listed on Medline (via PubMed), Scopus, Web of Science, and, Embase between 2010 and 2021. The query included a combination of three concepts ("T2DM" AND "PIPs" AND "ADs") and featured a total of 86 keywords. Two independent reviewers selected publications, extracted explicit definitions of PIPADs, and then classified the definitions by therapeutic class and organ class. Results Of the 4,093 screened publications, 39 were included. In all, 171 mentions of PIPADs (corresponding to 56 unique explicit definitions) were identified. More than 50% of the definitions were related to either metformin (34%) or sulfonylureas (29%). More than 75% of the definitions were related to either abnormal renal function (56%) or age (22%). In addition, 20% (n = 35) mentions stated that biguanides were inappropriate in patients with renal dysfunction and 17.5% (n = 30) stated that sulfonylureas were inappropriate above a certain age. The definitions of PIPADs were heterogeneous and had various degrees of precision. Conclusion Our results showed that researchers focused primarily on the at-risk situations related to biguanide prescriptions in patients with renal dysfunction and the prescription of sulfonylureas to older people. Our systematic review of the literature revealed a lack of consensus on explicit definitions of PIPADs, which were heterogeneous and limited (in most cases) to a small number of drugs and clinical situations.
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Affiliation(s)
- Erwin Gerard
- Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France
- CHU Lille, Institut de Pharmacie, Lille, France
- * E-mail:
| | - Paul Quindroit
- Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France
| | - Madleen Lemaitre
- CHU Lille, Department of Diabetology, Endocrinology, Metabolism and Nutrition, Lille University Hospital, Lille, France
- University of Lille, Lille, France
| | - Laurine Robert
- Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France
- CHU Lille, Institut de Pharmacie, Lille, France
| | - Sophie Gautier
- CHU de Lille, Centre Régional de Pharmacovigilance, Lille, France
| | - Bertrand Decaudin
- CHU Lille, Institut de Pharmacie, Lille, France
- Univ. Lille, CHU Lille, ULR 7365 - GRITA: Groupe de Recherche sur les Formes Injectables et les Technologies Associées, Lille, France
| | - Anne Vambergue
- CHU Lille, Department of Diabetology, Endocrinology, Metabolism and Nutrition, Lille University Hospital, Lille, France
- European Genomic Institute for Diabetes, University School of Medicine, Lille, France
| | - Jean-Baptiste Beuscart
- Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des Technologies de Santé et des Pratiques Médicales, Lille, France
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Ayalew MB, Spark MJ, Quirk F, Dieberg G. Potentially inappropriate prescribing for adults living with diabetes mellitus: a scoping review. Int J Clin Pharm 2022; 44:860-872. [PMID: 35776376 PMCID: PMC9393152 DOI: 10.1007/s11096-022-01414-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 04/11/2022] [Accepted: 04/12/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND People living with diabetes often experience multiple morbidity and polypharmacy, increasing their risk of potentially inappropriate prescribing. Inappropriate prescribing is associated with poorer health outcomes. AIM The aim of this scoping review was to explore and map studies conducted on potentially inappropriate prescribing among adults living with diabetes and to identify gaps regarding identification and assessment of potentially inappropriate prescribing in this group. METHOD Studies that reported any type of potentially inappropriate prescribing were included. Studies conducted on people aged < 18 years or with a diagnosis of gestational diabetes or prediabetes were excluded. No restrictions to language, study design, publication status, geographic area, or clinical setting were applied in selecting the studies. Articles were systematically searched from 11 databases. RESULTS Of the 190 included studies, the majority (63.7%) were conducted in high-income countries. None of the studies used an explicit tool specifically designed to identify potentially inappropriate prescribing among people with diabetes. The most frequently studied potentially inappropriate prescribing in high-income countries was contraindication while in low- and middle-income countries prescribing omission was the most common. Software and websites were mostly used for identifying drug-drug interactions. The specific events and conditions that were considered as inappropriate were inconsistent across studies. CONCLUSION Contraindications, prescribing omissions and dosing problems were the most commonly studied types of potentially inappropriate prescribing. Prescribers should carefully consider the individual prescribing recommendations of medications. Future studies focusing on the development of explicit tools to identify potentially inappropriate prescribing for adults living with diabetes are needed.
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Affiliation(s)
- Mohammed Biset Ayalew
- Pharmacy, School of Rural Medicine, University of New England, Armidale, NSW 2351, Australia
- Department of Clinical Pharmacy, School of Pharmacy, University of Gondar, Gondar, Ethiopia
| | - M Joy Spark
- Pharmacy, School of Rural Medicine, University of New England, Armidale, NSW 2351, Australia
| | - Frances Quirk
- School of Rural Medicine, University of New England, Armidale, NSW 2351, Australia
| | - Gudrun Dieberg
- Biomedical Science, School of Science and Technology, University of New England, Armidale, NSW 2351, Australia.
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Plácido AI, Aguiar A, Piñeiro-Lamas M, Varallo F, Figueiras A, Herdeiro MT, Roque F. Assessment of Potentially Inappropriate Medications Using the EU (7)-PIM List, in a Sample of Portuguese Older Adults' Residents in Nursing Homes. Risk Manag Healthc Policy 2022; 15:1343-1352. [PMID: 35860675 PMCID: PMC9289568 DOI: 10.2147/rmhp.s346300] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 07/05/2022] [Indexed: 11/23/2022] Open
Abstract
Abstract Prescription of potentially inappropriate medication (PIM) in older adults is associated with poor clinical outcomes. The EU (7)-PIM list was created for the European market to improve pharmacotherapy in older adults. Purpose This work aims to characterize the medication profile and assess the presence of PIM, using the EU (7)-PIM list in older adults’ residents at nursing homes. Methods Retrospective data were collected from the anonymized nursing home records. After PIM identification, a descriptive analysis was performed, and a generalized linear model for dependent negative binomial-type variables was constructed to assess the risk of PIM. Results Of the 210 participants (mean age 85.10), 82.40% were polymedicated. PIM was observed in 86.4% participants (mean per patient = 2.30± 0.10). The most common PIM were proton pump inhibitors (n = 121, 57.62%), followed by anxiolytics (n = 96, 45.71%). 64.30% of all patients take 2–4 PIM and 5.80% take five or more PIM. The occurrence of PIM is influenced by the number of prescribed medicines (RR 1.14; 95% CI 1.1.-1.17) and the presence of digestive system diseases (RR 1.05; 95% CI 1.0–1.09). Conclusion The high prevalence of PIM observations highlights the necessity of the implementation of guidelines to prevent PIM.
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Affiliation(s)
- Ana Isabel Plácido
- Research Unit for Inland Development, Polytechnic of Guarda (UDI-IPG), Guarda, Portugal
| | - Ana Aguiar
- Research Unit for Inland Development, Polytechnic of Guarda (UDI-IPG), Guarda, Portugal
| | - María Piñeiro-Lamas
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain.,Institute of Health Research of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Fabiana Varallo
- Department of Pharmaceutical Sciences, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Adolfo Figueiras
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain.,Institute of Health Research of Santiago de Compostela (IDIS), Santiago de Compostela, Spain.,Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Maria Teresa Herdeiro
- Institute of Biomedicine (iBiMED-UA), Department of Medical Sciences, University of Aveiro, Aveiro, 3810-193, Portugal
| | - Fátima Roque
- Research Unit for Inland Development, Polytechnic of Guarda (UDI-IPG), Guarda, Portugal.,Health Sciences Research Centre, University of Beira Interior (CICS-UBI) Covilhã, Covilhã, Portugal
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Yıldız E, Arslan Ş, Çölkesen F, Evcen R, Sadi Aykan F, Kılınç M. Anaphylaxis in older adult patients: a 10-year retrospective experience. World Allergy Organ J 2022; 15:100665. [PMID: 35891674 PMCID: PMC9293944 DOI: 10.1016/j.waojou.2022.100665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Revised: 06/15/2022] [Accepted: 06/16/2022] [Indexed: 11/25/2022] Open
Abstract
Background Despite the worldwide increase in life expectancy and the elderly population, very little is known about the characteristics of anaphylaxis in older adults. Methods A retrospective scan was made of the files of patients who presented at the Allergy Unit of our clinic between October 2011 and October 2021. The study included 971 patients aged ≥18 years who met the criteria for diagnosis of anaphylaxis. The patients were separated into 2 groups of adults (18–64 years) and older adults (≥65 years). Results The adult group included 887 (91.3%) patients and the older adult group, 84 (8.7%) patients. Comorbid diseases were seen more frequently in the older adults than in the adult group (p < 0.001). Drugs were seen to be the most common trigger of anaphylaxis in both groups, and this was more common in the older adult group (p = 0.039). Food was a more common trigger of anaphylaxis in the adult group than in the older adult group (p = 0.017). In both groups, the skin was the organ most affected, and was less affected in the older adults than in the adults (p = 0.020). Cardiovascular symptoms were seen significantly more and respiratory symptoms significantly less in the older adult group (p < 0.001, p = 0.002, respectively). Admission to the hospital and the intensive care unit was more frequent in the older adult group and rates of adrenalin administration were higher compared to the adult group (p < 0.001 for all). Conclusion Anaphylaxis in the older adults is generally caused by drugs. Older adults were found to have more cardiovascular symptoms and more frequent adrenalin injections, hospitalizations and intensive care unit admissions.
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Affiliation(s)
- Eray Yıldız
- Division of Clinical Immunology and Allergy, Department of Internal Medicine, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Şevket Arslan
- Division of Clinical Immunology and Allergy, Department of Internal Medicine, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Fatih Çölkesen
- Division of Clinical Immunology and Allergy, Department of Internal Medicine, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Recep Evcen
- Division of Clinical Immunology and Allergy, Department of Internal Medicine, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Filiz Sadi Aykan
- Division of Clinical Immunology and Allergy, Department of Internal Medicine, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Mehmet Kılınç
- Division of Clinical Immunology and Allergy, Department of Internal Medicine, Meram Faculty of Medicine, Necmettin Erbakan University, Konya, Turkey
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30
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Denfeld QE, Turrise S, MacLaughlin EJ, Chang PS, Clair WK, Lewis EF, Forman DE, Goodlin SJ. Preventing and Managing Falls in Adults With Cardiovascular Disease: A Scientific Statement From the American Heart Association. Circ Cardiovasc Qual Outcomes 2022; 15:e000108. [PMID: 35587567 DOI: 10.1161/hcq.0000000000000108] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Falls and fear of falling are a major health issue and associated with high injury rates, high medical care costs, and significant negative impact on quality of life. Adults with cardiovascular disease are at high risk of falling. However, the prevalence and specific risks for falls among adults with cardiovascular disease are not well understood, and falls are likely underestimated in clinical practice. Data from surveys of patient-reported and medical record-based analyses identify falls or risks for falling in 40% to 60% of adults with cardiovascular disease. Increased fall risk is associated with medications, structural heart disease, orthostatic hypotension, and arrhythmias, as well as with abnormal gait and balance, physical frailty, sensory impairment, and environmental hazards. These risks are particularly important among the growing population of older adults with cardiovascular disease. All clinicians who care for patients with cardiovascular disease have the opportunity to recognize falls and to mitigate risks for falling. This scientific statement provides consensus on the interdisciplinary evaluation, prevention, and management of falls among adults with cardiac disease and the management of cardiovascular care when patients are at risk of falling. We outline research that is needed to clarify prevalence and factors associated with falls and to identify interventions that will prevent falls among adults with cardiovascular disease.
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31
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Aida K, Azuma K, Mishima S, Ishii Y, Suzuki S, Oda J, Honma H. Potentially inappropriate medications at admission among elderly patients transported to a tertiary emergency medical institution in Japan. Acute Med Surg 2022; 9:e748. [PMID: 35386514 PMCID: PMC8976156 DOI: 10.1002/ams2.748] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/05/2022] [Accepted: 03/17/2022] [Indexed: 11/13/2022] Open
Abstract
Aim Potentially inappropriate medications (PIMs) have been reported to be associated with lower adherence, higher rates of adverse events, and higher health‐care costs in elderly patients with high comorbidity. However, inappropriate prescribing has not been adequately reported in studies of patients transported to tertiary care hospitals. In this study, we investigated PIMs at the time of admission, on the basis of the prescription status of elderly patients admitted to a tertiary emergency room (ER). Methods We included 316 patients (168 men and 148 women, aged 75–97 years) who were admitted to our ER from September 2018 to August 2019, whose prescriptions were available on admission. Drugs that met the Screening Tool of Older Persons' Potentially Inappropriate Prescriptions (STOPP) criteria version 2 were defined as PIMs. The primary outcome was the proportion of older adults taking at least one PIM at admission. Results The proportion of patients taking PIMs at admission was 57% (n = 179). The most common PIMs were benzodiazepines, proton pump inhibitors, and nonsteroidal anti‐inflammatory drugs. The total number of medications prescribed at admission, prescriptions from multiple institutions, and prescriptions from clinics were the risk factors for PIMs at admission (P < 0.01, P < 0.001, and P < 0.001, respectively). Conclusion We must be careful to avoid inappropriate prescribing for patients transported to tertiary care hospitals who have numerous prescriptions at the time of admission, patients who receive prescriptions from multiple medical institutions, and patients who receive prescriptions from clinics.
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Affiliation(s)
- Kenta Aida
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
| | - Kazunari Azuma
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
| | - Shiro Mishima
- Department of Medical Safety Management Tokyo Medical University Tokyo Japan
| | - Yuri Ishii
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
| | - Shoji Suzuki
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
| | - Jun Oda
- Department of Traumatology and Acute Critical Medicine Osaka University Graduate School of Medicine Osaka Japan
| | - Hiroshi Honma
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
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32
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Aida K, Azuma K, Mishima S, Ishii Y, Suzuki S, Oda J. Potentially inappropriate medications at discharge among elderly patients at a single tertiary emergency medical institution in Japan: a retrospective cross-sectional observational study. Acute Med Surg 2021; 8:e711. [PMID: 34876989 PMCID: PMC8628299 DOI: 10.1002/ams2.711] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 10/30/2021] [Accepted: 11/03/2021] [Indexed: 11/15/2022] Open
Abstract
Aim Potentially inappropriate medications (PIMs) are associated with a lower medication adherence and a higher incidence of adverse events and medical costs among elderly patients. The current study aimed to examine the prescription status of elderly patients transported to tertiary emergency medical institutions to compare the proportion of elderly patients using PIMs at admission and discharge and to investigate the characteristics of PIMs at discharge and their associated factors. Methods In total, 264 patients aged 75 years or older who were transferred to and discharged from the emergency room at Tokyo Medical University Hospital, a tertiary care hospital, from September 2018 to August 2019 were included in this study. We quantified the number of PIMs at admission and discharge based on the Screening Tool of Older Persons’ Potentially Inappropriate Prescriptions (STOPP) criteria version 2. The primary outcomes were the proportion of elderly patients taking at least one PIM at admission and discharge. Results The proportions of patients taking PIMs at admission and discharge were 55% (n = 175) and 28% (n = 74), respectively. Old age, greater number of PIMs at admission, and greater number of medications at discharge were directly associated with PIMs at discharge. Conclusions Admission to tertiary care hospitals resulted in a lower number of prescribed PIMs. Elderly patients with a higher number of PIMs at admission and higher number of medications at discharge might have been prescribed with PIMs.
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Affiliation(s)
- Kenta Aida
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
| | - Kazunari Azuma
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
| | - Shiro Mishima
- Department of Medical Safety Management Tokyo Medical University Tokyo Japan
| | - Yuri Ishii
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
| | - Shoji Suzuki
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
| | - Jun Oda
- Department of Emergency and Critical Care Medicine Tokyo Medical University Tokyo Japan
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Defining Potentially Inappropriate Prescriptions for Hypoglycaemic Agents to Improve Computerised Decision Support: A Study Protocol. Healthcare (Basel) 2021; 9:healthcare9111539. [PMID: 34828585 PMCID: PMC8622925 DOI: 10.3390/healthcare9111539] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 11/05/2021] [Accepted: 11/07/2021] [Indexed: 12/21/2022] Open
Abstract
In France, around 5% of the general population are taking drug treatments for diabetes mellitus (mainly type 2 diabetes mellitus, T2DM). Although the management of T2DM has become more complex, most of these patients are managed by their general practitioner and not a diabetologist for their antidiabetics treatments; this increases the risk of potentially inappropriate prescriptions (PIPs) of hypoglycaemic agents (HAs). Inappropriate prescribing can be assessed by approaches that are implicit (expert judgement based) or explicit (criterion based). In a mixed, multistep process, we first systematically reviewed the published definitions of PIPs for HAs in patients with T2DM. The results will be used to create the first list of explicit definitions. Next, we will complete the definitions identified in the systematic review by conducting a qualitative study with two focus groups of experts in the prescription of HAs. Lastly, a Delphi survey will then be used to build consensus among participants; the results will be validated in consensus meetings. We developed a method for determining explicit definitions of PIPs for HAs in patients with T2DM. The resulting explicit definitions could be easily integrated into computerised decision support tools for the automated detection of PIPs.
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Candeias C, Gama J, Rodrigues M, Falcão A, Alves G. Potentially Inappropriate Medications and Potential Prescribing Omissions in Elderly Patients Receiving Post-Acute and Long-Term Care: Application of Screening Tool of Older People's Prescriptions/Screening Tool to Alert to Right Treatment Criteria. Front Pharmacol 2021; 12:747523. [PMID: 34737705 PMCID: PMC8560892 DOI: 10.3389/fphar.2021.747523] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 09/30/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Screening Tool of Older People's Prescriptions (STOPP) and Screening Tool to Alert to Right Treatment (START) criteria have been used to detect potentially inappropriate medications (PIMs) and potential prescribing omissions (PPOs). These criteria were applied to geriatric Portuguese patients receiving post-acute and long-term care to assess the prevalence and predictors of PIMs and PPOs. Methods: An observational, retrospective, cross-sectional and multicenter study was performed in 161 patients (aged ≥65 years) from eight Units for Integrated Continuous Care. Results: In these studied patients (mean age: 81.6, 64% female, median number of medications: 9) PIMs were detected in 85.1% and PPOs in 81.4% of patients. While PIMs mainly involved the central nervous system and psychotropic drugs (66.5%), PPOs were mostly related to musculoskeletal system (55.3%) and cardiovascular (39.8%) system. A subsequent analysis with logistic regression found the female gender, the hospital provenience, and the number of medications as predictors of PIMs. Predictors of PPOs were the Charlson Comorbidity Index and history of recent fractures. Conclusion: PIMs and PPOs were highly prevalent in the studied patients receiving post-acute and long-term care in Units for Integrated Continuous Care. Therefore, STOPP/START criteria might be an effective tool for improving prescribing quality and clinical outcomes in these frail elderly patients.
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Affiliation(s)
- Catarina Candeias
- CICS-UBI-Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal.,UMP-Union of Portuguese Mercies, Lisboa, Portugal
| | - Jorge Gama
- CMA-UBI-Centre of Mathematics and Applications, University of Beira Interior, Covilhã, Portugal
| | - Márcio Rodrigues
- CICS-UBI-Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal.,ESALD-IPCB-Dr. Lopes Dias School of Health, Polytechnic Institute of Castelo Branco, Castelo Branco, Portugal.,UDI-IPG-Research Unit for Inland Development, Polytechnic Institute of Guarda, Guarda, Portugal
| | - Amílcar Falcão
- CIBIT-Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal.,Laboratory of Pharmacology, Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal
| | - Gilberto Alves
- CICS-UBI-Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal.,ESALD-IPCB-Dr. Lopes Dias School of Health, Polytechnic Institute of Castelo Branco, Castelo Branco, Portugal.,UFBI-Pharmacovigilance Unit of Beira Interior, University of Beira Interior, Covilhã, Portugal
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35
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Junius-Walker U, Krause O, Thürmann P, Bernhard S, Fuchs A, Sparenberg L, Wollny A, Stolz R, Haumann H, Freytag A, Kirsch C, Usacheva S, Wilm S, Wiese B. Drug Safety for Nursing-Home Residents - Findings of a Pragmatic, Cluster-Randomized, Controlled Intervention Trial in 44 Nursing Homes. DEUTSCHES ARZTEBLATT INTERNATIONAL 2021; 118:705-712. [PMID: 34366004 DOI: 10.3238/arztebl.m2021.0297] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 02/24/2021] [Accepted: 07/14/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND The safety of drug use by nursing-home residents can be impaired by polypharmacy, potentially inappropriate medications (PIM), and neuroleptics, as well as by a lack of adequate interprofessional coordination in the nursing home. The goal of the HIOPP-3- iTBX Trial was to improve drug safety in nursing-home residents, including a reduction of PIM and/or neuroleptic use, by means of a complex interprofessional intervention. METHODS This cluster-randomized, controlled trial was performed in nursing homes in Germany. Residents over age 65 were included in the trial. The intervention was carried out over six months and consisted of four elements: a drug review by trained pharmacists, educational sessions for general practitioners and nurses, a drug safety toolbox, and change management seminars for members of the three participating professions. The nursing homes in the control group continued to provide usual care. The primary endpoint was the prescription of at least one PIM and/or at least two neuroleptic drugs simultaneously. The secondary endpoints were the incidence of falls and hospitalizations, quality of life, and health-care costs. This trial is registered in the German Clinical Trials Registry (DRKS00013588). RESULTS 44 nursing homes with 862 residents were randomized, 23 of them (with 452 residents) to the intervention group and 21 (with 410 residents) to the control group. 41% of all nursinghome residents initially took at least one PIM and/or at least two neuroleptic drugs simultaneously. Follow-up data (including, among other things, the current drug regimen) were obtained for 773 residents. The intention-to-treat analysis continued to show no difference between the intervention group and the control group with respect to the primary endpoint. CONCLUSION This trial of an intervention to improve drug safety in nursing homes led neither to reduced prescribing of PIM and/or neuroleptic drugs, nor to any improvement in the overall health status of the nursing-home residents.
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González-Bueno J, Sevilla-Sánchez D, Puigoriol-Juvanteny E, Molist-Brunet N, Codina-Jané C, Espaulella-Panicot J. Improving medication adherence and effective prescribing through a patient-centered prescription model in patients with multimorbidity. Eur J Clin Pharmacol 2021; 78:127-137. [PMID: 34448906 DOI: 10.1007/s00228-021-03207-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 08/16/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE This study aimed to assess the impact of the patient-centered prescription (PCP) model in medication adherence and effective prescribing in patients with multimorbidity. METHODS Uncontrolled before-after study in an intermediate care facility in a mixed urban-rural district. Inpatients aged ≥ 65 years with multimorbidity exposed to polypharmacy before hospital admission were consecutively enrolled. Every patient's treatment plan was analyzed through the PCP model, which includes interventions aimed at improving medication adherence. The primary endpoint was the change in the proportion of adherent patients between pre-admission and after discharge for all regularly scheduled long-term medications, using the proportion of days covered (PDC). Secondary endpoints included the change on mean PDC for all long-term medications, number of long-term medications, proportion of patients with hyperpolypharmacy, medication regimen complexity index (MRCI) score, drug burden index (DBI) score, number of potential inappropriate prescribing (PIP), and proportion of patients with ≥ 2 PIPs. RESULTS Ninety-three non-institutionalized patients were included (mean age 83.0 ± SD 6.1 years). The proportion of adherent patients increased from 22.1 to 51.9% (P < 0.001). Intervention also improved mean PDC [mean difference (95% CI) 10.6 (7.7, 13.5)] and effective prescribing through a reduction on the number of long-term medications [- 1.3 (- 1.7, - 0.9)], proportion of patients exposed to hyperpolypharmacy (- 16.1%, P < 0.001), MRCI score [- 2.2 (- 3.4, - 1.0)], DBI score [- 0.16 (- 1.8, - 1.3)], number of PIPs [- 1.6 (- 1.8, - 1.3)], and proportion of patients with ≥ 2 PIPs (- 53.7%, P < 0.001). CONCLUSION Studied intervention provides significant effective prescribing and medication adherence enhancements in non-institutionalized older patients with multimorbidity and polypharmacy.
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Affiliation(s)
- J González-Bueno
- Pharmacy Department, Consorci Hospitalari de Vic, Vic, Barcelona, Spain. .,Central Catalonia Chronicity Research Group (C3RG), University of Vic - Central University of Catalonia (UVIC-UCC), Vic, Barcelona, Spain.
| | - D Sevilla-Sánchez
- Central Catalonia Chronicity Research Group (C3RG), University of Vic - Central University of Catalonia (UVIC-UCC), Vic, Barcelona, Spain.,Pharmacy Department, Parc Sanitari Pere Virgili, Barcelona, Spain
| | - E Puigoriol-Juvanteny
- Epidemiology Unit, Consorci Hospitalari de Vic, Vic, Barcelona, Spain.,Tissue Repair and Regeneration Laboratory (TR2Lab) Group, Faculty of Sciences and Technology & Faculty of Medicine, University of Vic - Central University of Catalonia (UVIC-UCC), Vic, Barcelona, Spain
| | - N Molist-Brunet
- Central Catalonia Chronicity Research Group (C3RG), University of Vic - Central University of Catalonia (UVIC-UCC), Vic, Barcelona, Spain.,Department of Geriatrics, Consorci Hospitalari de Vic & Fundació Hospital de La Santa Creu de Vic, Vic, Barcelona, Spain
| | - C Codina-Jané
- Pharmacy Department, Consorci Hospitalari de Vic, Vic, Barcelona, Spain.,Central Catalonia Chronicity Research Group (C3RG), University of Vic - Central University of Catalonia (UVIC-UCC), Vic, Barcelona, Spain
| | - J Espaulella-Panicot
- Central Catalonia Chronicity Research Group (C3RG), University of Vic - Central University of Catalonia (UVIC-UCC), Vic, Barcelona, Spain.,Department of Geriatrics, Consorci Hospitalari de Vic & Fundació Hospital de La Santa Creu de Vic, Vic, Barcelona, Spain
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Ham L, Geijteman ECT, Aarts MJ, Kuiper JG, Kunst PWA, Raijmakers NJH, Visser LE, van Zuylen L, Brokaar EJ, Fransen HP. Use of potentially inappropriate medication in older patients with lung cancer at the end of life. J Geriatr Oncol 2021; 13:53-59. [PMID: 34366274 DOI: 10.1016/j.jgo.2021.07.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 06/10/2021] [Accepted: 07/29/2021] [Indexed: 11/18/2022]
Abstract
OBJECTIVES Medications at the end of life should be used for symptom control. Medications which potential adverse effects outweigh their expected benefits are called 'potentially inappropriate medications' (PIMs). PIMs are related with adverse drug events and reduced quality of life. In this study, we investigated to what extent PIMs are dispensed to older patients with lung cancer in the last month of life. METHODS We selected patients with lung cancer, aged 65+, diagnosed between 2009 and 2014, and who died before April 1st 2015 from the population-based Netherlands Cancer Registry (NCR). The NCR is linked to the PHARMO Database Network, that includes medications dispensed by community pharmacies in the Netherlands. The eight PIM groups were based on the OncPal Deprescribing Guideline: aspirin, dyslipidaemia medications, antihypertensives, osteoporosis medications, peptic ulcer prophylaxis, oral hypoglycaemics, vitamins and minerals. RESULTS Data of 7864 patients with lung cancer were analyzed. Median age was 74 year (IQR = 70-79) and 67% was male. 45% of all patients received at least one PIM in their last month of life. Taking into account all dispensed medications, patients receiving PIMs received more different medications compared to those receiving no PIMs, respectively 10 (SD = 5) vs. 3 (SD = 4) different medications (P < 0.001). CONCLUSION Almost half of the older patients with lung cancer in the Netherlands received PIMs in their last month of life. Since PIM use is associated with reduced quality of life, it is important that health care professionals continue to critically assess which medication can be discontinued at the end of life.
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Affiliation(s)
- Laurien Ham
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands; Netherlands Association for Palliative Care (PZNL), PO box 19079, Utrecht 3501 DB, the Netherlands.
| | - Eric C T Geijteman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, PO box 2040, Rotterdam 3000 CA, the Netherlands
| | - Mieke J Aarts
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands
| | - Josephina G Kuiper
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, Utrecht 3528 AE, the Netherlands
| | - Peter W A Kunst
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands; Onze Lieve Vrouwe Gasthuis, PO box 9243, Amsterdam 1006 AE, the Netherlands
| | - Natasja J H Raijmakers
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands; Netherlands Association for Palliative Care (PZNL), PO box 19079, Utrecht 3501 DB, the Netherlands
| | - Loes E Visser
- Department of Hospital Pharmacy, Haga Teaching Hospital, PO box 40551, The Hague 2504 LN, the Netherlands; Department of Epidemiology, Erasmus Medical Centre, PO box 2040, Rotterdam 3000 CA, the Netherlands; Department of Hospital Pharmacy, Erasmus Medical Centre, PO box 2040, Rotterdam 3000 CA, the Netherlands
| | - Lia van Zuylen
- Department of Medical Oncology, Amsterdam University Medical Centre, De Boelelaan 1117, Amsterdam 1081 HV, the Netherlands
| | - Edwin J Brokaar
- Department of Hospital Pharmacy, Haga Teaching Hospital, PO box 40551, The Hague 2504 LN, the Netherlands
| | - Heidi P Fransen
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands; Netherlands Association for Palliative Care (PZNL), PO box 19079, Utrecht 3501 DB, the Netherlands
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A Systematic Review of Potentially Inappropriate Medications Use and Related Costs Among the Elderly. Value Health Reg Issues 2021; 25:172-179. [PMID: 34311335 DOI: 10.1016/j.vhri.2021.05.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 04/14/2021] [Accepted: 05/27/2021] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Potentially inappropriate medications (PIMs) use is a common phenomenon among older adults. This paper aimed to perform a systematic literature review to assess PIMs use and related costs among elderly persons. METHODS This study was a systematic review. PubMed, Scopus, and the Institute for Scientific Information engines were used to search for all relevant studies published until 2020. Studies were excluded if they did not estimate the cost of PIMs for the elderly. In addition, non-English articles, editorials, letters, and review articles were excluded. All eligible articles were assessed for methodological quality. Finally, we extracted general characteristics from each eligible study. RESULTS This study showed that the prevalence of PIMs use among older adults was more than 30%. Drugs related to the central nervous system and cardiovascular disease, benzodiazepines, analgesics, and nonsteroidal anti-inflammatory drugs were most commonly used as PIMs. These studies concluded that PIMs could impose a high economic burden on the elderly and society. The mean cost for older adults with PIMs use was almost USD$2000 more than the mean cost for older adults without PIMs. Additionally, the total cost of PIMs use for all elderly persons in Canada in 2013 was estimated at USD$419 million. CONCLUSIONS Focusing on the most common PIMs, such as benzodiazepines and nonsteroidal anti-inflammatory drugs, helps implementing cost-effective strategies for reducing PIMs use and decreasing their clinical and economic effects.
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Ribe AR, Christensen LD, Vestergaard CH, Prior A, Brynningsen PK, Bro F, Sandbæk A, Vedsted P, Witte DR, Fenger-Grøn M. Potentially inappropriate medications (PIMs): frequency and extent of GP-related variation in PIMs: a register-based cohort study. BMJ Open 2021; 11:e046756. [PMID: 34261683 PMCID: PMC8280898 DOI: 10.1136/bmjopen-2020-046756] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVES Potentially inappropriate medications (PIMs) pose an increasing challenge in the ageing population. We aimed to assess the extent of PIMs and the prescriber-related variation in PIM prevalence. DESIGN Nationwide register-based cohort study. SETTING General practice. PARTICIPANTS The 4.2 million adults listed with general practitioner (GP) clinics in Denmark (n=1906) in 2016. MAIN OUTCOME MEASURES We estimated the patients' time with PIMs by using 29 register-operationalised STOPP criteria linking GP clinics and redeemed prescriptions. For each criterion and each GP clinic, we calculated ratios between the observed PIM time and that predicted by multivariate Poisson regressions on the patients. The observed variation was measured as the 90th/10th percentile ratios of these ratios. The extent of expectable random variation was assessed as the 90th/10th percentile ratios in randomly sampled GP populations (ie, the sampled variation). The GP-related excess variation was calculated as the ratio between the observed variation and sampled variation. The linear correlation between the observed/expected ratio for each of the criteria and the observed/expected ratio of total PIM time (for each clinic) was measured by Pearson's rho. RESULTS Overall, 294 542 individuals were exposed to 1 44 117 years of PIMs. The two most prevalent PIMs were long-term use (>3 months) of non-steroidal anti-inflammatory drugs (51 074 years of PIMs) or benzodiazepines (48 723 years of PIMs). These two criteria showed considerable excess variation of 2.33 and 3.05, respectively; for total PIMs, this figure was 1.65. For more than half of the criteria, we observed a positive correlation between the specific PIM and the sum of remaining PIMs. CONCLUSIONS This study documents considerable variations in the prescribing practice of GPs for certain PIMs. These findings highlight a need for exploring the causal explanations for such variations, which could be markers of suboptimal GP-prescribing strategies.
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Affiliation(s)
| | | | | | - Anders Prior
- Research Unit for General Practice, Aarhus, Midtjylland, Denmark
- Department of Public Health, Aarhus University, Aarhus C, Denmark
| | | | - Flemming Bro
- Research Unit for General Practice, Aarhus, Midtjylland, Denmark
- Department of Public Health, Aarhus University, Aarhus C, Denmark
| | - Annelli Sandbæk
- Department of Public Health, Aarhus University, Aarhus C, Denmark
- Steno Diabetes Center Aarhus, Aarhus N, Denmark
| | - Peter Vedsted
- Research Unit for General Practice, Aarhus, Midtjylland, Denmark
| | - Daniel R Witte
- Department of Public Health, Aarhus University, Aarhus C, Denmark
- Steno Diabetes Center Aarhus, Aarhus N, Denmark
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Ruiz-Ramos J, Hernández MH, Juanes-Borrego AM, Milà R, Mangues-Bafalluy MA, Mestres C. The Impact of Pharmaceutical Care in Multidisciplinary Teams on Health Outcomes: Systematic Review and Meta-Analysis. J Am Med Dir Assoc 2021; 22:2518-2526. [PMID: 34228962 DOI: 10.1016/j.jamda.2021.05.038] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 05/10/2021] [Accepted: 05/29/2021] [Indexed: 01/02/2023]
Abstract
OBJECTIVES Pharmacists' care has an essential role in multidisciplinary teams in charge of chronic patients. However, data available on the clinical outcomes of these activities appear inconclusive. This study aimed to systematically investigate the effect of multidisciplinary teams that include coordinated pharmaceutical care on clinical outcomes. DESIGN Systematic review and meta-analysis. Relevant studies identified from MEDLINE, Cochrane, Web of Science, Scopus and CINAHL databases were analyzed. The search included randomized clinical trials published in 2000-2018. Included studies were all published studies in English that compared the effectiveness of multidisciplinary teams including pharmacist care to usual care. Meta-analysis was carried out using a random effects model, and subgroup analysis was conducted to determine the sources of heterogeneity. SETTING AND PARTICIPANTS 29 studies involving 4186 adult patients were included. MEASURES Follow-up time varied from 30 to 180 days. The most common primary endpoint was the frequency of hospitalizations or readmissions, followed by variation in clinical parameter variables related to quality of prescription, treatment adherence and costs. RESULTS Twelve (41.3%) of the included studies scored low risk of bias according to the AMSTAR-2 scale, the remaining 17 (58.7%) being classified as intermediate risk. The intervention of a multidisciplinary team reduced the probability of readmission by 32% [odds ratio (OR) 0.74, 95% confidence interval (CI) 0.62-0.89]. Six of the 29 (20.7%) studies included met the inclusion criteria of the meta-analysis on quality-of-life outcomes. The intervention of the multidisciplinary team represented a significant increase in patients' quality of life (OR 0.58, 95% CI 0.47-0.69). Analysis of heterogeneity showed a significant difference between the studies. No evidence of publication bias was identified. CONCLUSIONS AND IMPLICATIONS Multidisciplinary programs that include pharmaceutical care reduce the risk of visiting hospitals and improve patients' quality of life. This review supports the importance of the pharmacists as part of multidisciplinary teams.
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Affiliation(s)
- Jesús Ruiz-Ramos
- Pharmacy Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Marta H Hernández
- School of Health Sciences Blanquerna, University Ramon Llull, Barcelona, Spain.
| | | | - Raimon Milà
- School of Health Sciences Blanquerna, University Ramon Llull, Barcelona, Spain
| | | | - Conxita Mestres
- School of Health Sciences Blanquerna, University Ramon Llull, Barcelona, Spain
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Li R, Curtis K, Zaidi STR, Van C, Thomson A, Castelino R. Prevalence, characteristics, and reporting of adverse drug reactions in an Australian hospital: a retrospective review of hospital admissions due to adverse drug reactions. Expert Opin Drug Saf 2021; 20:1267-1274. [PMID: 34077311 DOI: 10.1080/14740338.2021.1938539] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Background: Adverse drug reaction (ADR) related hospitalizations is a major cause of morbidity and mortality in Australia. This study investigated the prevalence, characteristics, and reporting of ADR related hospitalizations at a tertiary hospital in Australia.Research design and methods: A retrospective review of all ADR related hospitalizations from October to December 2019 was conducted using eMedical Records. They were classified by medicine class, ADR type, preventability, and the strength of causal relationship. ADRs were searched within the regulator's safety database to verify whether it was reported.Results: A total of 496 ADR related hospitalizations were identified from 5521 records (9.0%). Nervous system agents (32.3%) were responsible for most ADR hospitalizations and were more likely to cause psychiatric disorders (RR 9.71, 95%CI 4.98-18.87). They were also more likely to cause preventable ADRs (HR 1.62, 95%CI 1.46-1.81). Patient age (OR 1.04, 95%CI 1.03-1.05) and the number of medicines (OR 1.13, 95%CI 1.11-1.15) were associated with ADR related hospitalizations. Under-reporting to the national regulator was over 99%.Conclusions: ADR under-reporting is highly prevalent in Australian hospitals. Further research into identifying specific barriers toward reporting ADRs are needed to inform strategies with a focus on healthcare professionals involved in prescribing, dispensing, and administrating nervous system agents.
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Affiliation(s)
- Raymond Li
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Kate Curtis
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Syed Tabish Razi Zaidi
- Faculty of Medicine and Health, University of Leeds, Leeds, UK.,National Institute for Health Research (NIHR) Yorkshire and Humber Patient Safety Translational Research Centre, West Yorkshire, UK
| | - Connie Van
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
| | - Amy Thomson
- NSW Poisons Information Centre, Sydney Children's Hospital Network, Camperdown, NSW, Australia
| | - Ronald Castelino
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW, Australia
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The utility of a computerised clinical decision support system intervention in home medicines review: A mixed-methods process evaluation. Res Social Adm Pharm 2021; 17:715-722. [DOI: 10.1016/j.sapharm.2020.06.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 06/05/2020] [Accepted: 06/07/2020] [Indexed: 12/21/2022]
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Pagani S, Lombardi N, Crescioli G, Vighi GV, Spada G, Romoli I, Andreetta P, Capuano A, Marrazzo E, Marra A, Leoni O, Vannacci A, Venegoni M, Vighi GD. Analysis of fatal adverse drug events recorded in several Italian emergency departments (the MEREAFaPS study). Intern Emerg Med 2021; 16:741-748. [PMID: 33392971 DOI: 10.1007/s11739-020-02521-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 09/28/2020] [Indexed: 12/24/2022]
Abstract
Fatal Adverse Events (FADEs) are a major public health problem, and some FADEs could be preventable. The aim of the present study is to describe the frequency, the drugs involved and the preventability in the FADEs collected through the MEREAFaPS Study between 2012 and 2018. All cases including the outcome "death" have been examined. We excluded cases with vaccine-related ADEs, overdose or suicide, and ADEs occurred during the hospitalisation. Two trained assessors evaluated all cases fulfilling the inclusion criteria. ADEs' preventability was evaluated applying the Schumock and Thornton algorithm. During the study period, we observed 429 cases of death, 92 of which were excluded. The remaining 337 cases involved 187 women and 150 men, with a mean age of 79 and of 77 years, respectively. For each report, the suspected drugs and concomitant ones were 1.26 and 4.20, respectively. Anticoagulants and antiplatelet agents account for more than 40% of FADE cases and the most frequent reactions are haemorrhages (37.5%). The 25% of the FADEs were preventable. This study confirms that FADEs are still a relevant clinical occurrence, and are often caused by widely used old drugs associated with adverse events. The death of one in four patients was preventable. Further efforts should be done to improve the appropriateness of the therapy, especially in older patients who are treated with anticoagulants.
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Affiliation(s)
- Silvia Pagani
- Department of Medicine, ASST Vimercate, Via Santi Cosma e Damiano 10, 20871, Vimercate, MB, Italy.
| | - Niccolò Lombardi
- Department of Neurosciences, Psychology, Drug Research and Child Health, Section of Pharmacology and Toxicology, University of Florence, Florence, Italy
| | - Giada Crescioli
- Department of Neurosciences, Psychology, Drug Research and Child Health, Section of Pharmacology and Toxicology, University of Florence, Florence, Italy
| | | | - Giulia Spada
- Hospital Pharmacy, ASST Vimercate, Vimercate, Italy
| | | | - Paola Andreetta
- Department of Medicine, ASST Vimercate, Via Santi Cosma e Damiano 10, 20871, Vimercate, MB, Italy
| | - Annalisa Capuano
- Section of Pharmacology "L. Donatelli", Department of Experimental Medicine, Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, University of Campania "Luigi Vanvitelli", Naples, Italy
| | | | - Anna Marra
- Hospital Pharmacy, "Sant'Anna" University Hospital, Ferrara, Italy
| | - Olivia Leoni
- Lombardy Regional Centre for Pharmacovigilance, Milan, Italy
| | - Alfredo Vannacci
- Department of Neurosciences, Psychology, Drug Research and Child Health, Section of Pharmacology and Toxicology, University of Florence, Florence, Italy
| | - Mauro Venegoni
- Department of Medicine, ASST Vimercate, Via Santi Cosma e Damiano 10, 20871, Vimercate, MB, Italy
- Department of Health Sciences, University of Verona, Verona, Italy
| | - Giuseppe Danilo Vighi
- Department of Medicine, ASST Vimercate, Via Santi Cosma e Damiano 10, 20871, Vimercate, MB, Italy
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Ferreira TR, Lopes LC, Motter FR, de Cássia Bergamaschi C. Potentially inappropriate prescriptions to Brazilian older people with Alzheimer disease: A cross-sectional study. Medicine (Baltimore) 2021; 100:e25015. [PMID: 33761656 PMCID: PMC9282042 DOI: 10.1097/md.0000000000025015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 02/12/2021] [Indexed: 01/05/2023] Open
Abstract
Older adults are the leading users of medications, where this can be associated with a high number of potentially inappropriate medications (PIMs) and of potentially inappropriate prescribing (PIP) and consequent harm to health. No Brazilian study evaluating potentially inappropriate prescribing in older patients with Alzheimer's disease (AD) was found. This study determined and analyzed the prevalence of PIP and PIM prescribed for older people with AD.A cross-sectional study was carried out at the Specialty Drugs Pharmacy in the city of Sorocaba, São Paulo State, Brazil. The MEDEX system provided the register in older people with AD and data were collected during interviews with patients and/or caregivers between June and September 2017. The PIMs were identified according to the 2019 Beers Criteria. The association between PIMs and independent variables was analyzed by Poisson regression.This study included 234 older patients with AD. The prevalence of PIP prescribed was 66.7% (n = 156). Of the 1073 medications prescribed, 30.5% (n = 327) were inappropriate with most affecting the central nervous system or cardiovascular, particularly quetiapine (12.8%) and acetylsalicylic acid (11.6%), respectively. Around 45.2% of the PIMs should be avoided in older people, especially sertraline (14.2%) and clonazepam (7.4%). After adjusted analysis, the PIMs were associated with the diagnosis of depression (P = 0.010) and the number of comorbidities (P = 0.005).There was a high number of PIMs among older people, a substantial number of which should have been avoided in this population. Health care professionals can apply these findings to improve safety in the use of medications for treating patients with AD.
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Affiliation(s)
- Tânia Regina Ferreira
- Postgraduate Program in Pharmaceutical Sciences, University of Sorocaba, Sorocaba, State of São Paulo, Brazil
| | - Luciane Cruz Lopes
- Postgraduate Program in Pharmaceutical Sciences, University of Sorocaba, Sorocaba, State of São Paulo, Brazil
| | - Fabiane Raquel Motter
- Postgraduate Program in Pharmaceutical Sciences, University of Sorocaba, Sorocaba, State of São Paulo, Brazil
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Croke A, Moriarty F, Boland F, McCullagh L, Cardwell K, Smith SM, Clyne B. Integrating clinical pharmacists within general practice: protocol for a pilot cluster randomised controlled trial. BMJ Open 2021; 11:e041541. [PMID: 33753432 PMCID: PMC7986865 DOI: 10.1136/bmjopen-2020-041541] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION Managing patients with multiple conditions (multimorbidity) is a major challenge for healthcare systems internationally, particularly in older patients. Multimorbidity and subsequent polypharmacy increase treatment burden and the risk of potentially inappropriate prescribing, and both are complex to manage in primary care. Limited evidence suggests integration of pharmacists into general practice teams could improve medication management for patients with multimorbidity and polypharmacy. Building on findings from a non-randomised, uncontrolled General Practice Pharmacist (GPP) feasibility study conducted in Irish primary care, the aim of this study is to conduct a pilot cluster randomised controlled trial (cRCT) of the GPP study, to assess feasibility, intervention impact, costs and appropriateness of continuing to a definitive cRCT. METHODS AND ANALYSIS This pilot cRCT will involve 8 general practitioner (GP) practices and 120 patients. Practices will identify and recruit patients aged ≥65 years, who are taking ≥10 regular medications. Practices will be allocated to intervention or control after baseline data collection. Intervention practices will have a pharmacist integrated within their service, working with GPs, patients and practice staff to optimise prescribing and other medication-related activities. Control practices will provide standard GP care. The primary feasibility outcomes will include recruitment rate, uptake of medication reviews and study retention. For the primary clinical outcome, the number of potentially inappropriate prescribing incidences per patient will be collected. Secondary outcomes will include medication-related outcomes, patient-reported outcome measures, and data pertaining to the role and impact of the pharmacist on prescribing. In addition, economic and process evaluations will be conducted. ETHICS AND DISSEMINATION This trial has been approved by the Irish College of General Practitioners Research Ethics Committee and will be performed in accordance with the Declaration of Helsinki. The results will be reported in peer-reviewed journals and be presented at national and international conferences. TRIAL REGISTRATION NUMBER ISRCTN Registry (https://doi.org/10.1186/ISRCTN18752158).
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Affiliation(s)
- Aisling Croke
- Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Frank Moriarty
- Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Fiona Boland
- Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
- Data Science Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Laura McCullagh
- National Centre for Pharmacoeconomics, St James's Hospital, Dublin, Ireland
- Department of Pharmacology and Therapeutics, Trinity College Dublin, Dublin, Ireland
| | - Karen Cardwell
- Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Susan M Smith
- Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Barbara Clyne
- Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
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Towards Appropriate Prescribing for Older Persons with Multiple Chronic Conditions. Arch Gerontol Geriatr 2021; 94:104397. [PMID: 33765568 DOI: 10.1016/j.archger.2021.104397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Prevalence and predictors of potentially inappropriate medication use among ambulatory older adults in Northern Nigeria. DRUGS & THERAPY PERSPECTIVES 2021. [DOI: 10.1007/s40267-020-00800-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Fall-Associated Drugs in Community-Dwelling Older Adults: Results from the ActiFE Ulm Study. J Am Med Dir Assoc 2021; 22:2177-2183.e10. [PMID: 33516672 DOI: 10.1016/j.jamda.2020.12.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 12/18/2020] [Accepted: 12/19/2020] [Indexed: 11/20/2022]
Abstract
OBJECTIVES Many studies describing an association of drugs with falls focus mostly on drugs acting in the central nervous system. We aim to analyze the association of all drugs taken with falls in older adults. DESIGN Prospective population-based study (ActiFE study). SETTING AND PARTICIPANTS A total of 1377 community-dwelling older adults with complete recording of falls and baseline information on drug intake. METHODS Negative binomial regression was used to analyze the association of 34 drug classes with a 12-month incidence rate ratio (IRR) of falls adjusting for age, sex, comorbidities, gait speed, balance, chair rise, kidney function, liver disease, and smoking. RESULTS Participants took a median 3 drugs (interquartile range 1, 5), with 34.5% (n = 469) having ≥5 drugs. The median IRR for a fall per person-year was overall 0.72 [95% confidence interval (CI) 0.60-0.83] and 2.22 (95% CI 1.90-2.53) among those who experienced ≥1 fall. The following drug classes showed significant associations: antiparkinsonian medication [IRR 2.68 (95% CI 1.59-4.51)], thyroid therapy [IRR 1.40 (95% CI 1.08-1.81)], and systemic corticosteroids [IRR 0.33 (95% CI 0.13-0.81)]. Among fall-risk-increasing drugs only antiepileptics [IRR 2.16 (95% CI 1.10-4.24)] and urologicals [IRR 2.47 (95% CI 1.33-4.59)] were associated with falls in those participants without a prior fall history at baseline. CONCLUSION AND IMPLICATIONS Additional drug classes, such as antiparkinsonian medication, thyroid therapy, and systemic corticosteroids, might be associated with falls in older adults, possibly representing pharmacological effects on the musculoskeletal and central nervous systems. Further evaluations in larger study populations are recommended.
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Potentially Inappropriate Medication among Older Patients Who Are Frequent Users of Outpatient Services. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18030985. [PMID: 33499419 PMCID: PMC7908147 DOI: 10.3390/ijerph18030985] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 01/20/2021] [Accepted: 01/20/2021] [Indexed: 11/17/2022]
Abstract
Aging is accompanied by changes in organ degeneration, and susceptibility to multiple diseases, leading to the frequent occurrence of adverse drug reactions resulting from polypharmacy (PP) and potentially inappropriate medications (PIM) in older patients. This study employs a retrospective cohort design and investigates the association of PP with PIM among older patients with high rates of medical utilization. Using records from a national pharmaceutical care database, an experimental group is formed from patients meeting these criteria, who are then offered home pharmaceutical care. Correspondingly, a control group is formed by identifying older patients with regular levels of use of medical services who had been dispensed medications at community pharmacies. Multivariate logistic regression is performed to assess the association between the rate of PIM and variables, including age, gender, and PP. The study finds that experimental PP participants had a higher rate of PIM prescription (odds ratio (OR) = 5.4) than non-PP control participants (all p < 0.001). In clinical practice, additional caution is required to avoid PIMs. Patients engaged in continuously using long-term medication should take precautions in daily life to alleviate related discomforts. Pharmacists should serve as a bridge between patients and physicians to enhance their health and improve their quality of life.
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Aubert CE, Kerr EA, Klamerus ML, Hofer TP, Wei MY. Focus and features of prescribing indications spanning multiple chronic conditions in older adults: A narrative review. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2021; 11:26335565211012876. [PMID: 35620567 PMCID: PMC9128827 DOI: 10.1177/26335565211012876] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/01/2020] [Accepted: 04/06/2021] [Indexed: 11/22/2022]
Abstract
Background Inappropriate prescribing is frequent in older adults and associated with adverse outcomes. Prescribing indications aim to optimize prescribing, but little is known about the focus and features of prescribing indications for the most common chronic conditions in older adults. Understanding the conditions, medications, and issues addressed (e.g., patient perspective, drug-disease interaction, adverse drug event) in current prescribing indications may help to identify missing indications and develop standardized measures to improve prescribing quality. Methods We searched Ovid/MEDLINE and EMBASE for articles published between 2015 and 2020 reporting prescribing indications for older adults. Prescribing indication included 1) prescribing "criteria," or statements that guide prescribing action, and 2) prescribing "measures," or prescribing actions observed in a population. We categorized their focus by conditions, medications and issues addressed, as well as level of evidence provided. Results Among 16 sets of prescribing indications, we identified 748 criteria and 47 measures. The most common addressed medications were antihypertensives, analgesics/antirheumatics, and antiplatelets/anticoagulants. The most frequently addressed issues were drug-disease interaction, adverse drug event, administration, better therapeutic alternative, and (co-)prescription omission (20.8-36.1%). Age/functioning, drug-drug interaction, monitoring, and efficacy/safety ratio were found in only 9.9-16.5% of indications. Indications rarely focused on the patient perspective or issues with multiple providers. Conclusion Most prescribing indications for chronic conditions in older patients are criteria rather than measures. Indications accounting for patient perspective and multiple providers are limited. The gaps identified in this review may help improve the development of prescribing measures for older adults and ultimately improve quality of care.
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Affiliation(s)
- Carole E Aubert
- Department of General Internal
Medicine, Inselspital, Bern University
Hospital, University of Bern, Bern, Switzerland
- Institute of Primary Health Care
(BIHAM), University of Bern, Bern, Switzerland
- Center for Clinical Management
Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Institute for Healthcare Policy and
Innovation, University of Michigan, Ann Arbor, MI, USA
| | - Eve A Kerr
- Center for Clinical Management
Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Institute for Healthcare Policy and
Innovation, University of Michigan, Ann Arbor, MI, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Mandi L Klamerus
- Center for Clinical Management
Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Timothy P Hofer
- Center for Clinical Management
Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Institute for Healthcare Policy and
Innovation, University of Michigan, Ann Arbor, MI, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Melissa Y Wei
- Institute for Healthcare Policy and
Innovation, University of Michigan, Ann Arbor, MI, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- Department of Medicine, David Geffen
School of Medicine at the University of California, Los Angeles, CA, USA
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