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Said AH, Abd Rahim IS, Mohamad Zaini NNB, Saiful Nizam NIB. Factors Affecting Adherence to Lipid-lowering Drugs: A Scoping Review. Oman Med J 2023; 38:e523. [PMID: 37736054 PMCID: PMC10509635 DOI: 10.5001/omj.2023.67] [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: 07/06/2022] [Accepted: 10/13/2022] [Indexed: 09/02/2023] Open
Abstract
Objectives Dyslipidemia is an important risk factor for cardiovascular disease. In developed countries, only 50% of patients with chronic illness adhere to their long-term therapy. This article aimed to review the factors affecting adherence to lipid-lowering drugs (LLDs). Methods The searched articles were selected based on the available keywords in the title and abstract with the publication restricted between January 2010 and September 2020. Articles generated from the databases must fulfill both inclusion and exclusion criteria in the present systematic review. Our initial search retrieved 221 literature reviews. After excluding articles with irrelevant topics, a total of 23 articles were chosen for this current review. Results The factors were classified based on three main factors: patient-related, medication-related, and healthcare workers-related factors. For patient-related factors, gender, age, number of family members, education level, post-hospitalization, comorbidities and cardiovascular disease risk, follow-up status, occupation, socio-economy, insurance, perception, ethnicity, and health plan were among the factors affecting adherence to LLDs. As for medication-related factors, timing, polypharmacy, duration of treatment, generic medication, intensity of medication, side effects, initiating dose, packaging, drug dosing, and type of drugs were revealed as contributing factors. In the light of healthcare workers, related factors shown were counseling, medication optimization, type of provider, and location of the hospital. Conclusions Recommendations to improve adherence include educating patients on the disease itself and the importance of the treatment, modification of the dosing, timing and type of LLDs, and effective consultations by healthcare workers. Further studies need to be done in Malaysia as there is inadequate research on this topic.
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Affiliation(s)
- Abdul Hadi Said
- Department of Family Medicine, Kulliyyah of Medicine, International Islamic University Malaysia, Selangor, Malaysia
| | - Ikhlas Solehah Abd Rahim
- Department of Family Medicine, Kulliyyah of Medicine, International Islamic University Malaysia, Selangor, Malaysia
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Costa S, Guerreiro J, Teixeira I, Helling DK, Pereira J, Mateus C. Cost-effectiveness and cost-utility of hypertension and hyperlipidemia collaborative management between pharmacies and primary care in portugal alongside a trial compared with usual care (USFarmácia®). Front Pharmacol 2022; 13:903270. [PMID: 36160402 PMCID: PMC9493118 DOI: 10.3389/fphar.2022.903270] [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] [Received: 03/24/2022] [Accepted: 07/22/2022] [Indexed: 11/22/2022] Open
Abstract
Background: There is little experience in the economic evaluation of pharmacy/primary care collaborative health interventions using interprofessional technology-driven communication under real-world conditions. This study aimed to conduct cost-effectiveness and cost-utility analyses of a collaborative care intervention in hypertension and hyperlipidemia management between pharmacies and primary care versus usual (fragmented) care alongside a trial. Methods: An economic evaluation was conducted alongside a 6-month pragmatic quasi-experimental controlled trial. Data sources included primary care clinical software; pharmacy dispensing software; patient telephone surveys; and published literature. The target population was adult patients on hypertension and/or lipid-lowering medication. The perspective was societal. We collected patient-level data on resource use to estimate trial costs. Effect outcomes included blood pressure (BP) and quality-adjusted life years (QALYs). Bootstrapping was used to estimate uncertainty around the incremental cost-effectiveness and cost-utility ratios. Cost-effectiveness planes and acceptability curves were estimated. Results: The intervention was not shown to have reasonable levels of cost-effectiveness or cost-utility when compared to usual care as denoted by the levels of uncertainty expressed in wide confidence intervals. The probability of the intervention being cost-effective is 28% at the threshold of €20,000 per QALY gained and 57% at the threshold of €500 per mmHg systolic BP decrease. Conclusion: Considering the limitations of the trial which affected effectiveness and economic outcomes, our results are not generalizable for community pharmacy and primary care in Portugal. This research offers, however, valuable lessons on methods and strategies that can be used in future economic evaluations of collaborative public health interventions with the potential for reimbursement. Clinical trial registration:https://www.isrctn.com/ISRCTN13410498, identifier ISRCTN13410498
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Affiliation(s)
- Suzete Costa
- Escola Nacional de Saúde Pública (ENSP), Universidade NOVA de Lisboa, Lisboa, Portugal
- Institute for Evidence-Based Health (ISBE), Lisboa, Portugal
- *Correspondence: Suzete Costa, , orcid.org/0000-0002-4521-5473
| | - José Guerreiro
- Centre for Health Evaluation and Research (CEFAR), Infosaúde, Associação Nacional das Farmácias (ANF), Lisboa, Portugal
| | - Inês Teixeira
- Centre for Health Evaluation and Research (CEFAR), Infosaúde, Associação Nacional das Farmácias (ANF), Lisboa, Portugal
| | - Dennis K. Helling
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Denver, Colorado, United States
| | - João Pereira
- Escola Nacional de Saúde Pública (ENSP), Universidade NOVA de Lisboa, Lisboa, Portugal
- Centro de Investigação em Saúde Pública (CISP), and Comprehensive Health Research Centre (CHRC), Lisboa, Portugal
| | - Céu Mateus
- Health Economics at Lancaster, Division of Health Research, Lancaster University, Lancaster, United Kingdom
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Hogervorst S, Vervloet M, Adriaanse MC, Zamboni K, Zullig LL, Schoonmade L, Hugtenburg JG, van Dijk L. Scalability of effective adherence interventions for patients using cardiovascular disease medication - a realist synthesis inspired systematic review. Br J Clin Pharmacol 2022. [PMID: 35617955 DOI: 10.1111/bcp.15418] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 04/15/2022] [Accepted: 05/12/2022] [Indexed: 11/28/2022] Open
Abstract
Upscaling of medication adherence interventions to routine care is still challenging. This realist theory inspired review aimed to assess which intervention aspects are potentially important for the scalability of effective cardiovascular disease (CVD) medication adherence interventions and how they are reported in effectiveness studies. A total of 4097 articles from four databases were screened of which ultimately 31 studies were included. Relevant information on scalability was extracted using a theoretic framework based on the scalability assessment tool used in the QUALIDEC study for the following domains; (i) innovation, (ii) implementers and patients, (iii) adopting organizations and health system and (iv) socio-political context. Extracted articles were analysed for themes and chains of inference, which were grouped based on commonality and source of evidence to form new hypotheses. Six different domains relevant for scalability of adherence interventions were identified: 1) Complexity of the intervention 2) training; 3) customization of the intervention; 4) drivers of the intervention; 5) technical interventions 6) stakeholder involvement. These six domains might be useful for the development of more scalable interventions by bridging the gap between research and practice. Data relevant for scalability is not well reported on in effectiveness trials for CVD medication adherence interventions and only limited data on scalability has been published in additional papers. We believe the adoption and reach of effective CVD medication adherence interventions will improve with increased awareness for the necessity of scalability in all phases of intervention development.
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Affiliation(s)
- Stijn Hogervorst
- Department of Health Sciences, Faculty of Science, Vrije Universiteit, Amsterdam, The Netherlands.,Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, The Netherlands
| | - Marcia Vervloet
- Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands
| | - Marcel C Adriaanse
- Department of Health Sciences, Faculty of Science, Vrije Universiteit, Amsterdam, The Netherlands.,Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, The Netherlands
| | - Karen Zamboni
- Department of Disease Control, London School of Hygiene and Tropical Medicine, London, UK
| | - Leah L Zullig
- Center for Health Services Research in Primary Care, Durham Veterans Affairs Medical Center, Durham, North Carolina, USA.,Department of Population Health Sciences, Duke University, Durham, North Carolina, USA
| | - Linda Schoonmade
- University Library, Vrije Universiteit, Amsterdam, The Netherlands
| | - Jacqueline G Hugtenburg
- Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, The Netherlands.,Department of Clinical Pharmacology and Pharmacy, Amsterdam UMC, Amsterdam, The Netherlands
| | - Liset van Dijk
- Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands.,Department of PharmacoTherapy, Epidemiology & Economics (PTEE), Faculty of Mathematics and Natural Sciences, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
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Ahumada-Canale A, Vargas C, Martinez-Mardones F, Plaza-Plaza JC, Benrimoj S, Garcia-Cardenas V. Cost-utility analysis of medication review with follow-up for cardiovascular outcomes: A microsimulation model. Health Policy 2021; 125:1406-1414. [PMID: 34579954 DOI: 10.1016/j.healthpol.2021.09.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 09/02/2021] [Accepted: 09/13/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Cardiovascular diseases are the leading cause of death. Pharmacist-led medication review with follow-up might be cost-effective preventing cardiovascular diseases. OBJECTIVE To undertake a cost-utility analysis of the addition of pharmacist-led medication review with follow-up to usual care compared to usual care alone for cardiovascular outpatients. MATERIALS AND METHODS A state-transition microsimulation model was built to project outcomes over a lifetime time horizon. Inputs from a cluster randomized controlled trial conducted in primary health care centers in Chile with full-time pharmacists were used. Probabilities were estimated using patient-level data. Utilities and costs associated with each health state were obtained from the literature, whereas the intervention costs were retrieved from the trial. The public third-party payer perspective was used. Uncertainty was evaluated through one-way and probabilistic sensitivity analyses. RESULTS For the base case analysis, an incremental cost-effectiveness ratio of $963 per quality-adjusted life-year was observed which was considered cost-effective. The results were robust to sensitivity analyses and were driven by decreased cardiovascular events resulting in lower mortality. CONCLUSIONS Medication review with follow-up was deemed a cost-effective addition to usual care with low uncertainty.
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Affiliation(s)
- Antonio Ahumada-Canale
- Graduate School of Health, University of Technology Sydney, Sydney, Australia; Centre for the Health Economy, Macquarie University, Sydney, Australia.
| | - Constanza Vargas
- Centre for Health Economics Research and Evaluation, University of Technology Sydney, Sydney, Australia
| | | | | | - Shalom Benrimoj
- Pharmaceutical Care Research Group, Faculty of Pharmacy, University of Granada, Granada, Spain
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The Impact of Pharmaceutical Home Care on Medical Utilization for Frequent Users of Outpatient Services in Taiwan. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18147336. [PMID: 34299787 PMCID: PMC8303173 DOI: 10.3390/ijerph18147336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 06/18/2021] [Accepted: 07/05/2021] [Indexed: 11/22/2022]
Abstract
Due to the high-accessibility and low-copayment of healthcare system in Taiwan, the clinical visit frequency of people is relatively high, which often leads to an excessively high healthcare expenditure. The aim of this research was to explore the effectiveness of pharmaceutical home care for frequent users of outpatient service and to analyze the impact of pharmaceutical home care on medical utilization. The study was based on the Taiwan National Health Insurance Research Database. Patients with over 100 clinical visits during 2010 to 2012 were selected as subjects. Whether these patients participate the experimental plan of pharmaceutical home care in the following year and the medical utilization of the research subjects were analyzed to compare the difference between participating group and non-participating group in this plan. The generalized estimating equation was employed to examine the difference of medical utilization. A total of 3943 subjects were included in this study, including 591 patients (14.99%) participating in the experimental plan. The average number of physician visits during the following year of the participating group was higher than that of the non-participating group by 0.12 visits, and the outpatient medical expense was lower than the non-participating group by 18,302 points (1 point = 0.03 US dollars). After participating in the plan, the average number of clinical visits of frequent users of outpatient services was significantly reduced by 6.63 visits, and the outpatient expense was significantly decreased by 9871 points. After joining the experimental plan of pharmaceutical home care, the average number of outpatient visits decreased significantly and the medical expense was lower when compared with those who did not participate in the plan.
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Eisavi M, Mazaheri E, Rezapour A, Vahedi S, Hadian M, Jafari A. The Cost-Effectiveness and Cost-Utility of Statin Drug for the Treatment of Patients with Cardiovascular Disease, A Systematic Review. Int J Prev Med 2021; 12:39. [PMID: 34249288 PMCID: PMC8218807 DOI: 10.4103/ijpvm.ijpvm_125_20] [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: 03/18/2020] [Accepted: 07/14/2020] [Indexed: 12/02/2022] Open
Abstract
Cardiovascular diseases impose a burden of disease and economic burden on society. With regard to different drugs are used to treat cardiovascular disease; these interventions should be economically evaluated and them that the most cost-effective were selected. The aim of this study was to investigate the studies carried on the cost-effectiveness and cost-utility of statin drugs for the treatment of patients with cardiovascular disease between 2004 and 2020. Quality assessment of the articles was examined by Drummond's checklist. Given that the inclusion criteria, 26 articles included in the review. The results of this review showed that many articles related to the economic evaluation of statin drugs adhered international standards for performing economic evaluation studies. All the studies mentioned the source of effectiveness (the second criteria) and alternative options for the comparison (the third criteria). Atorvastatin and rosuvastatin drugs were the main options for the comparison in the studies. Although the results of the studies were different in some aspects, such as the type of modeling, costs items and the study perspective, they reached the same results which the use of statin drugs versus no-drug can decrease cost, cardiovascular events and deaths and increase QALY. The results were nearly different due to study design, time horizon, efficacy, and drug prices.
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Affiliation(s)
- Mahmoud Eisavi
- Assistant Professor, Faculty of Economics, Allameh Tabataba'i University, Tehran, Iran
| | - Elaheh Mazaheri
- Department of Medical Library and Information Sciences, Health Information Technology Research Center, Student Research Committee, School of Management and Medical Information Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Aziz Rezapour
- Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Sajad Vahedi
- Department of Health Services Management, School of Health, Ahvaz University of Medical Sciences, Ahvaz, Iran
| | - Marziye Hadian
- Department of Health Care Management, Health Management and Economics Research Center, Student Research Committee, School of Management and Medical Information Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Abdosaleh Jafari
- Health Human Resources Research Centre, School of Management and Medical Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
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García-Ulloa AC, Lechuga-Fonseca C, Del Razo-Olvera FM, Aguilar-Salinas CA, Galaviz KI, Narayan KMV, Hernández-Jiménez S. Clinician prescription of lipid-lowering drugs and achievement of treatment goals in patients with newly diagnosed type 2 diabetes mellitus. BMJ Open Diabetes Res Care 2021; 9:9/1/e001891. [PMID: 33568360 PMCID: PMC7878159 DOI: 10.1136/bmjdrc-2020-001891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 12/24/2020] [Accepted: 12/30/2020] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Lipid control is essential in type 2 diabetes mellitus (T2DM). The aim of this study is to investigate factors associated with lipid therapy adherence and achievement of goals in real-life setting among patients with recently diagnosed T2DM. RESEARCH DESIGN AND METHODS This is a longitudinal analysis in a center of comprehensive care for patients with diabetes. We include patients with T2DM, <5 years of diagnosis, without disabling complications (eg, amputation, myocardial infarct, stroke, proliferative retinopathy, glomerular filtration rate <60 mL/min/m2) and completed 2-year follow-up. The comprehensive diabetes care model includes 9 interventions in 4 initial visits and annual evaluations. Endocrinologists follow the clinic's guideline and adapt therapy to reach risk-based treatment goal. The main outcome measures were the proportion of patients meeting low-density lipoprotein cholesterol (c-LDL) (<100 mg/dL) and triglycerides (<150 mg/dL) and proportion of patients taking statin, fibrate or combination at baseline, 3 months and annual evaluations. RESULTS We included 288 consecutive patients (54±9 years, 53.8% women), time since T2DM diagnosis 1 (0-5) year. Baseline, 10.8% patients were receiving statin therapy (46.5% moderate-intensity therapy and 4.6% high-intensity therapy), 8.3% fibrates and 4.2% combined treatment. The proportion of patients with combined treatment increased to 41.6% at 3 months, decreased to 20.8% at 1 year and increased to 38.9% at 2 years of evaluation. Patients receiving treatment met LDL and triglycerides goals at 3 months (17% vs 59.7%, relative ratio (RR)=0.89, 95% CI 0.71 to 1.12), at 1 year (17% vs 26.7%, RR=0.62, 95% CI 0.41 to 0.95) and at 2 years (17% vs 29.9%, RR=0.63, 95% CI 0.43 to 0.93). Main reasons for medication suspension: patient considered treatment was not important (37.5%) and other physician suspended treatment (31.3%). CONCLUSION 88.2% of patients with T2DM required lipid-lowering drugs. Education for patients and physicians is critical to achieve and maintain diabetes goals. TRIAL REGISTRATION NUMBER NCT02836808.
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Affiliation(s)
- Ana Cristina García-Ulloa
- Centro de Atención Integral del Paciente con Diabetes (CAIPaDi), Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Department of Endocrinology and Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Claudia Lechuga-Fonseca
- Department of Endocrinology and Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Fabiola Mabel Del Razo-Olvera
- Unidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Carlos Alberto Aguilar-Salinas
- Unidad de Investigación de Enfermedades Metabólicas, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Monterrey, Mexico
- Dirección de Nutrición, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | - K M Venkat Narayan
- Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Sergio Hernández-Jiménez
- Centro de Atención Integral del Paciente con Diabetes (CAIPaDi), Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Department of Endocrinology and Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
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Daly CJ, Quinn B, Mak A, Jacobs DM. Community Pharmacists' Perceptions of Patient Care Services within an Enhanced Service Network. PHARMACY 2020; 8:E172. [PMID: 32947887 PMCID: PMC7559089 DOI: 10.3390/pharmacy8030172] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 09/09/2020] [Accepted: 09/11/2020] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Pharmacists are positioned as an accessible source of patient care services (PCS). Despite the adversity community pharmacies continue to face, the expanding opportunity of offering PCS continues to be a pathway forward. OBJECTIVE To identify community pharmacists' perceptions to deliver PCS within an enhanced service network. METHODS One-on-one semi-structured phone interviews were conducted as part of a mixed-methods approach. Interview transcripts were analyzed using a consensus codebook to draft thematic findings. Participants were recruited from an electronic survey targeting community pharmacists from the New York chapters of the Community Pharmacy Enhanced Services Network (CPESN). RESULTS Twelve pharmacists were interviewed with four main themes identified. The majority of study participants were pharmacy owners (92%) devoting an average of 15 h/week to PCS and 8 h/week addressing social barriers. The main themes identified include: (1) perceptions of pharmacy profession, (2) reimbursement models and sustainability of PCS, (3) provision of patient care services, and (4) how PCS address social determinants of health. CONCLUSIONS Offering PCS opportunities for patients is a direction many community pharmacists have embraced and are working to succeed. Ongoing research is needed focusing on community pharmacists' self-perceptions of the clinical impact and role they hold in an evolving healthcare system.
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Affiliation(s)
- Christopher J. Daly
- Department of Pharmacy Practice, University at Buffalo School of Pharmacy and Pharmaceutical Sciences, Buffalo, NY 14214, USA; (B.Q.); (A.M.); (D.M.J.)
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Zolezzi M, Abdallah O, Sankaralingam S. Development and Evaluation of an Educational Program for Community Pharmacists on Cardiovascular Risk Assessment. Risk Manag Healthc Policy 2020; 13:623-632. [PMID: 32607030 PMCID: PMC7319523 DOI: 10.2147/rmhp.s231075] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Accepted: 03/06/2020] [Indexed: 12/01/2022] Open
Abstract
Purpose Cardiovascular disease (CVD) risk assessment is an important strategy for the prevention of CVD. Pharmacists play an important role in CVD risk assessment and management (CVDRAM). Our previous study identified gaps in knowledge among community pharmacists for the provision of CVDRAM services as assessed through patient simulation. Therefore, our objectives were: a) to develop and evaluate an educational program on CVD risk assessment for community pharmacists, b) to assess the knowledge and skills of participating pharmacists in assessing and managing CVD risk before and after enrolling in the educational program and c) to explore pharmacists’ satisfaction and perceived effectiveness of the educational program. Methods Using a blended learning instructional approach, the educational program for a subset of 25 community pharmacists recruited from our previous study consisted of two face-to-face workshops, and an online 5-module course on CVD risk factors such as hyperlipidemia, hypertension, diabetes, obesity, and smoking cessation based on principles of adult learning. A repeated measures study design was utilized by measuring participants’ knowledge on pre- and post-questionnaires and an objective structured clinical examination (OSCE) at the conclusion of the educational program was also used to assess its impact on the knowledge and skills of community pharmacists in the provision of CVD risk assessment and management (CVDRAM) services. The knowledge questionnaire was completed by 23 pharmacists while the OSCE was completed by 8 pharmacists. In addition, a survey assessed the pharmacists’ level of satisfaction with the educational program. Results At the conclusion of the educational program, the participating pharmacists achieved knowledge and skills for the provision of CVDRAM services. Knowledge scores in relation to CVDRAM significantly improved after the educational program [out of a maximum of 20 points, the median (interquartile range) = 9 (7–9) at pre- vs 12 (12–13) at post-educational program], p<0.001. On the OSCE, the median (interquartile range) scores for Stations 1 and 2 were 66 (63–71) and 71 (67–76), respectively. Out of the 21 pharmacists that completed the satisfaction survey, 71% were very satisfied and 29% were satisfied with the educational program. Conclusion The educational program improved pharmacists’ knowledge and skills for the provision of CVDRAM services.
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Affiliation(s)
- Monica Zolezzi
- Department of Clinical Pharmacy and Practice, College of Pharmacy, Qatar University, Doha, Qatar
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10
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Daly CJ, Verrall K, Jacobs DM. Impact of Community Pharmacist Interventions With Managed Care to Improve Medication Adherence. J Pharm Pract 2019; 34:694-702. [PMID: 31884874 DOI: 10.1177/0897190019896505] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Nonadherence to medications is a concern due to adverse outcomes and higher costs of care. The Centers for Medicare and Medicaid Services has made adherence a key measurement for Star ratings. OBJECTIVE To evaluate the impact of a collaborative pilot program between a third-party payer, local pharmacy organization, and academic institution focusing on improving medication adherence with community pharmacies. METHODS Twenty-five community pharmacies implemented adherence-based interventions in patients ≥65 years old, who were Medicare Advantage Plan members, taking targeted medications (statins, oral diabetic medications, angiotensin-converting enzyme inhibitors [ACE-Is] and angiotensin receptor blockers [ARBs]). Outcome measures were (1) pharmacy intervention completion rate, (2) type of adherence interventions, (3) change in the proportion of days covered (PDC) following pharmacist intervention based on adherence group, and (4) nonadherence barriers. RESULTS A total of 1263 interventions met the eligibility criteria, and common interventions included explaining the benefit of the medication (n = 453, 35.9%) and provider follow-up (n = 109, 8.6%). Among nonadherent subjects who became adherent, the mean PDC increased by 14% (74%-88%, P < .0001), with a 12% decrease in mean PDC score in the nonadherent who remained nonadherent group (71%-58%, P < .0001). Common patient barriers for nonadherence were forgetfulness (n = 451, 35.7%) and denial (n = 84, 6.7%). System and therapeutic barriers included complexity (n = 155, 12.3%) and adverse side effects (n = 42, 3.3%). CONCLUSION This collaborative effort successfully implemented a community pharmacist-led adherence intervention in 25 independent pharmacies. Our findings highlight increased interactions with patients and in some cases improved adherence measures. Future research must include implementation outcomes in order to effectively implement these interventions in the community pharmacy setting.
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Affiliation(s)
- Christopher J Daly
- Department of Pharmacy Practice, University at Buffalo School of Pharmacy and Pharmaceutical Sciences, NY, USA
| | - Kelly Verrall
- Pharmacy Quality and Medication Therapy Management, Independent Health, Buffalo, NY, USA
| | - David M Jacobs
- Department of Pharmacy Practice, University at Buffalo School of Pharmacy and Pharmaceutical Sciences, NY, USA
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Haby HE, Alm RA, Corona AR, Hall AC. Population health model for pharmacist assessment and independent prescribing of statins in an ambulatory care setting. J Am Pharm Assoc (2003) 2019; 60:130-137. [PMID: 31690511 DOI: 10.1016/j.japh.2019.08.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Revised: 08/06/2019] [Accepted: 08/07/2019] [Indexed: 11/16/2022]
Abstract
OBJECTIVE This study aimed to evaluate the impact of a pharmacist population health initiative on the ability to increase the percentage of patients with atherosclerotic cardiovascular disease (ASCVD) who are on an appropriate statin. SETTING Ten primary care clinics in Southwest Washington. The average payer mix across the included clinics is 47% Medicare, 26% commercial, 22% Medicaid, 2% self-pay, and 3% other. Reimbursement-tied statin quality metrics are present in 14.1% of patients' insurance contracts. PRACTICE DESCRIPTION The primary care pharmacy collaborative drug therapy agreement allows pharmacists to act as prescribers by permitting initiation, adjustment, and monitoring of medication therapy, with the authority historically stemming from referral by the patient's primary care provider to the pharmacist. PRACTICE INNOVATION A novel, population health protocolized prescriptive authority (PPA) initiative was implemented, of which a key component was expanding pharmacists' prescriptive authority to prescribe statins for population health initiatives. Without referral, pharmacists screened, directly outreached to, and prescribed statins for patients with ASCVD who were not on a moderate- or high-intensity statin. Electronic health record (EHR) documentation was updated to better reflect the patient's history and increase metric accuracy. EVALUATION A retrospective analysis of a population health initiative from October 1 to December 31, 2018. The initiative was evaluated on the combined success of initiating patients with ASCVD on moderate- or high-intensity statins and the acceptance rate of EHR corrections. RESULTS The pharmacy team screened 510 patients. Appropriately dosed statins were initiated for 40.0% of patients, and the EHR was accurately updated in 91.9% of instances. These combined efforts demonstrate 50.5% overall success of pharmacist interventions. CONCLUSION Expanding pharmacists' authority to PPA for statin medications in patients not meeting quality metrics increased the number of successful interventions. Pharmacists make a major contribution on improving population health metrics for statins.
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Valenzuela Espinoza A, Steurbaut S, Dupont A, Cornu P, van Hooff RJ, Brouns R, Putman K. Health Economic Evaluations of Digital Health Interventions for Secondary Prevention in Stroke Patients: A Systematic Review. Cerebrovasc Dis Extra 2019; 9:1-8. [PMID: 30616238 PMCID: PMC6489060 DOI: 10.1159/000496107] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 04/15/2018] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND In the first 5 years after their stroke, about a quarter of patients will suffer from a recurrent stroke. Digital health interventions facilitating interactions between a caregiver and a patient from a distance are a promising approach to improve patient adherence to lifestyle changes proposed by secondary prevention guidelines. Many of these interventions are not implemented in daily practice, even though efficacy has been shown. One of the reasons can be the lack of clear economic incentives for implementation. We propose to map all health economic evidence regarding digital health interventions for secondary stroke prevention. SUMMARY We performed a systematic search according to PRISMA-P guidelines and searched on PubMed, Web of Science, Cochrane, and National Institute for Health Research Economic Evaluation Database. Only digital health interventions for secondary prevention in stroke patients were included and all study designs and health economic outcomes were accepted. We combined the terms "Stroke OR Cardiovascular," "Secondary prevention," "Digital health interventions," and "Cost" in one search string using the AND operator. The search performed on April 20, 2017 yielded 163 records of which 26 duplicates were removed. After abstract screening, 20 articles were retained for full-text analysis, of which none reported any health economic evidence that could be included for analysis or discussion. Key Messages: There is a lack of evidence on health economic outcomes on digital health interventions for secondary stroke prevention. Future research in this area should take health economics into consideration when designing a trial and there is a clear need for health economic evidence and models.
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Affiliation(s)
- Alexis Valenzuela Espinoza
- Vrije Universiteit Brussel (VUB), Interuniversity Center for Health Economics Research (I-CHER), Brussels, Belgium,
| | - Stephane Steurbaut
- Vrije Universiteit Brussel (VUB), Research Group Clinical Pharmacology and Clinical Pharmacy (KFAR), Brussels, Belgium
| | - Alain Dupont
- Vrije Universiteit Brussel (VUB), Research Group Clinical Pharmacology and Clinical Pharmacy (KFAR), Brussels, Belgium
| | - Pieter Cornu
- Vrije Universiteit Brussel (VUB), Research Group Clinical Pharmacology and Clinical Pharmacy (KFAR), Brussels, Belgium
| | - Robbert-Jan van Hooff
- Vrije Universiteit Brussel (VUB), Faculty of Medicine and Pharmacy, Brussels, Belgium
- Neurovascular Center, Department of Neurology, Zealand University Hospital, Roskilde, Denmark
| | - Raf Brouns
- Vrije Universiteit Brussel (VUB), Faculty of Medicine and Pharmacy, Brussels, Belgium
- Department of Neurology, Hospital ZorgSaam, Terneuzen, The Netherlands
| | - Koen Putman
- Vrije Universiteit Brussel (VUB), Interuniversity Center for Health Economics Research (I-CHER), Brussels, Belgium
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Armstrong SO, Little RA. Cost effectiveness of interventions to improve adherence to statin therapy in ASCVD patients in the United States. Patient Prefer Adherence 2019; 13:1375-1389. [PMID: 31496665 PMCID: PMC6700656 DOI: 10.2147/ppa.s213258] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 07/07/2019] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Cardiovascular disease (CVD) is the leading cause of death in the United States, and high cholesterol is a leading risk factor for CVD. While statins are effective at reducing cholesterol, they are frequently underused in patients at highest risk of CVD. The objective of this study was to identify interventions which may improve adherence to statins and to assess their cost effectiveness within the US Medicare population. METHODS A literature review was undertaken to identify interventions to improve adherence in patients with CVD at highest risk of a recurrent event and to quantify non-adherence and the consequences of non-adherence to statins in this population. A Markov cost-utility model was developed to assess the cost effectiveness of these interventions. RESULTS Ten adherence interventions were identified in the literature, with 6 demonstrating statistically significant improvement in adherence. The six interventions were disease management, interactive voice response, nurse counselling, discharge letter, nurse/dietician counselling and electronic pill bottle with feedback. The model found the cost effectiveness of an intervention was highly dependent on its effectiveness and costs. Incremental cost effectiveness ratios ranged from $27,545/QALY for discharge letter with large adherence gain to $130,399/QALY for disease management program with small adherence gain. CONCLUSION Some interventions to improve adherence have been shown to be effective, but little attention has been paid to the costs. Further studies on adherence interventions should include economic evaluations.
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Affiliation(s)
- Shannon O Armstrong
- The Medicines Company, Health Economics and Outcomes Research
, Parsippany, NJ, USA
- Correspondence: Shannon O ArmstrongThe Medicines Company, Health Economics and Outcomes Research, 8 Sylvan Way, Parsippany, NJ, USATel +1 617 584 8869Email
| | - Richard A Little
- Consultant Health Economist, Cambridge, UK
- London School of Hygiene and Tropical Medicines
, London, UK
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Chopra AS, Miyatani M, Craven BC. Cardiovascular disease risk in individuals with chronic spinal cord injury: Prevalence of untreated risk factors and poor adherence to treatment guidelines. J Spinal Cord Med 2018; 41:2-9. [PMID: 27077567 PMCID: PMC5810802 DOI: 10.1080/10790268.2016.1140390] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND/OBJECTIVE Cardiovascular disease (CVD) is currently the leading cause of mortality among individuals living with chronic spinal cord injury (SCI). The purpose of this study is to: 1) Describe the prevalence of CVD risk factors including dyslipidemia (DYS), hypertension (HTN) and type II diabetes mellitus (DM) in patients with chronic SCI; 2) Report the frequency of individuals recommended for diagnostic testing, as per current Canadian CVD diagnostic guidelines; and 3) Report the frequency of individuals receiving guideline-derived appropriate therapy for these risk factors. METHODS Adults with a chronic, stable SCI (n = 91) were included in this study. Medical histories, current medications, blood serum analyses and blood pressures were collected and compared to current Canadian CVD diagnostic guidelines to assess for DYS, HTN and DM. RESULTS Of the 81 participants with blood serum analyses, 10 (14.7%) of 23 (28.4%) individuals meeting diagnostic criteria for DYS were not taking appropriate statin medication and 2 (2.5%) of 7 (8.6%) individuals meeting diagnostic criteria for DM were not taking appropriate DM medication. Of the 91 participants having BP measurements, 13 (14.3%) of 26 (28.6%) individuals meeting diagnostic criteria for HTN were not taking appropriate BP medication. CONCLUSIONS In addition to a high prevalence of CVD risk factors among individuals with chronic SCI, there is also evidence of poor adherence to diagnostic and treatment guidelines for DYS, HTN and DM. The study results highlight an important gap between the observed prevalence of disease and the low rates of screening and guideline adherence in the SCI population.
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Affiliation(s)
- Amit S. Chopra
- Institute of Medical Science, University of Toronto, Toronto, Canada,Correspondence to: Amit S. Chopra, Institute of Medical Science, University of Toronto, 193 Yonge Street, Tornoto, ON M5B 1W8, Canada.
| | - Masae Miyatani
- Toronto Rehabilitation Institute-UHN, Brain and Spinal Cord Rehabilitation Program, Toronto, Canada
| | - B. Catharine Craven
- Toronto Rehabilitation Institute-UHN, Brain and Spinal Cord Rehabilitation Program, Toronto, Canada,Department of Medicine, University of Toronto, Toronto, Canada
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Perraudin C, Bugnon O, Pelletier-Fleury N. Expanding professional pharmacy services in European community setting: Is it cost-effective? A systematic review for health policy considerations. Health Policy 2016; 120:1350-1362. [DOI: 10.1016/j.healthpol.2016.09.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Revised: 08/02/2016] [Accepted: 09/18/2016] [Indexed: 10/20/2022]
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Sodihardjo-Yuen F, van Dijk L, Wensing M, De Smet PAGM, Teichert M. Use of pharmacy dispensing data to measure adherence and identify nonadherence with oral hypoglycemic agents. Eur J Clin Pharmacol 2016; 73:205-213. [PMID: 27796465 PMCID: PMC5226973 DOI: 10.1007/s00228-016-2149-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Accepted: 10/13/2016] [Indexed: 11/27/2022]
Abstract
Purpose A framework for calculation of adherence for oral hypoglycemic agents (OHAs) based on data from health-insurance claims is available. Pharmacy dispensing data aid identification of nonadherent patients in pharmacy practices. However, use of these data for calculation of OHA adherence requires additional methodological categories. We examined the impact of different methodological choices on estimation of OHA adherence using pharmacy dispensing data. Methods Four methodological categories were added to the framework available to be used for adherence calculation with pharmacy dispensing data. Three adherence measures were defined to supply pharmacists with significant information on OHA use of their patients: (i) percentage of days covered by use periods of dispensed medication (PDC), (ii) mean rate of adherent patients with a PDC ≥80 % (MRAP80), and (iii) mean number of nonadherent patients (MNNP80) per pharmacy with a PDC <80 %. A basic scenario was developed from 16 methodological categories. Consequences of choices for different parameters within these categories on the scores of the three adherence measures were calculated from dispensing data between July 2013 and July 2014. Results Data were available for 604,500 OHA users in 1737 community pharmacies in the Netherlands. For the basic scenario, mean PDC for OHA was 88.3 %. MRAP80 was 80.3 %, which corresponded to an average of 69 nonadherent patients per pharmacy. Different choices for parameter values resulted in score variations for PDC of 85.0–91.8 %, for MRAP80 of 75.3–86.1 %, and between 49 and 92 MNNP80 per pharmacy. Conclusion Sixteen methodological categories specified calculation of OHA adherence based on pharmacy dispensing data. Adherence scores expressed as percentages were relatively robust to variation in parameter values, but differed substantially for the absolute numbers of nonadherent patients per pharmacy. Electronic supplementary material The online version of this article (doi:10.1007/s00228-016-2149-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | - Liset van Dijk
- Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - Michel Wensing
- Radboud Institute for Health Sciences, Department of IQ Healthcare, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Peter A G M De Smet
- Royal Dutch Pharmacists Association, 2514 JL, The Hague, the Netherlands
- Radboud Institute for Health Sciences, Department of IQ Healthcare, Radboud University Medical Centre, Nijmegen, the Netherlands
- Radboud Institute for Health Sciences, Department of Clinical Pharmacy, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Martina Teichert
- Royal Dutch Pharmacists Association, 2514 JL, The Hague, the Netherlands
- Radboud Institute for Health Sciences, Department of IQ Healthcare, Radboud University Medical Centre, Nijmegen, the Netherlands
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, Leiden, the Netherlands
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Melody KT, Shah CJ, Patel J, Willey VJ. Implementation of a Student Pharmacist-Run Targeted Medication Intervention Program. J Pharm Pract 2016; 30:109-114. [PMID: 26072428 DOI: 10.1177/0897190015587697] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objective: To evaluate the impact of a student pharmacist-run targeted medication intervention (TMI) program. Methods: Student pharmacists in their third professional year resolved TMIs at 5 independent pharmacies under the supervision of a pharmacist. A claims report of completed TMIs from the medication therapy management (MTM) platform, which captured the category and outcome of the TMIs and the estimated cost avoidance (ECA) level, was analyzed using descriptive statistics. Time spent was calculated using an estimation based on each of the tasks required to complete the TMI. Results: Of the 156 TMIs that were billed, 42 (26.9%) were accepted, 24 (15.4%) were rejected, and 90 (57.7%) were unable to be reached. For TMIs where the prescribers or patients were reached, the acceptance rates were 20% and 71%, respectively. Student pharmacists spent a total of 25.2 hours completing TMIs, and the pharmacist spent 2 hours on administrative tasks. Total revenue generated from all TMIs was US$1058, which led to a revenue generation of US$38.90/h. Successfully completing 42 TMIs resulted in a savings to the health care system of approximately US$121 000. Conclusion: This pilot study demonstrates an innovative model for community pharmacies to complete TMIs by utilizing student pharmacists under the supervision of a pharmacist.
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Affiliation(s)
- Karleen T. Melody
- Department of Pharmacy Practice, Philadelphia College of Pharmacy at the University of the Sciences, Philadelphia, PA, USA
| | - Chintan J. Shah
- Department of Pharmacy Practice, Philadelphia College of Pharmacy at the University of the Sciences, Philadelphia, PA, USA
| | - Jaydip Patel
- Department of Pharmacy Practice, Philadelphia College of Pharmacy at the University of the Sciences, Philadelphia, PA, USA
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Stuurman-Bieze AGG, Hiddink EG, van Boven JFM, Vegter S. Proactive pharmaceutical care interventions decrease patients' nonadherence to osteoporosis medication. Osteoporos Int 2014; 25:1807-12. [PMID: 24570297 DOI: 10.1007/s00198-014-2659-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2014] [Accepted: 02/13/2014] [Indexed: 11/25/2022]
Abstract
UNLABELLED Using a protocolled intervention program, pharmacists can decrease nonadherence to osteoporosis medication, by continuous monitoring and tailored counseling sessions, starting at treatment initiation. In the usual care group, 32.8% of patients initiating osteoporosis medication discontinued or were nonadherent, compared to 19.0% of patients in the intervention group. PURPOSE While community pharmacies have been shown to offer a promising platform for osteoporosis management in patients with osteoporosis, more research is needed to determine pharmacists' effects on improving adherence. The aim of this study was to determine the effects of a community pharmacists' intervention program on the 1-year discontinuation and nonadherence rates of patients initiating osteoporosis medication. METHODS This intervention study included 937 patients, recruited from 13 Dutch community pharmacies, initiating osteoporosis medication. The intervention group (N = 495), received the Medication Monitoring and Optimization (MeMO) intervention, comprising of continuous monitoring of patients' adherence to their osteoporosis medication and tailored counseling sessions with nonadherent patients. Results were compared to an internal (n = 442) reference group, receiving usual pharmacy care. Primary study outcomes were therapy discontinuation and nonadherence; results were adjusted for potential confounders using Cox proportional hazard analysis. Secondary outcome was patients' satisfaction. RESULTS In the usual care group, 32.8% of patients initiating osteoporosis medication discontinued or were nonadherent, compared to 19.0% of patients in the intervention group (P < 0.001). Ninety-three percent of the respondents were satisfied with the pharmacies' services provided. Notably, 31% mentioned that the pharmacy was the only place where they received information on various aspects of administration and acting of their medication. CONCLUSION Pharmacists can decrease nonadherence and discontinuation with osteoporosis medication by providing tailored counseling sessions and continuous monitoring of drug use. Pharmaceutical care programs, such as MeMO, contribute to more optimal use of osteoporosis medication.
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