Adherence to medication and its determinants among participants of a financial assistance program

Detalhes bibliográficos
Autor(a) principal: Ramalho, José Pedro Ribeiro
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/162891
Resumo: ABSTRACT - Introduction Ageing populations with an increasing burden of disease and rapidly rising medication costs are features of current healthcare systems which pose serious questions about their sustainability. While access and adherence to prescribed medication are important determinants of health outcomes, they are at risk due to high out-of-pocket medication costs. This work analyses medication adherence and its factors among patients on oral chronic medications (anticoagulants, antidiabetics and antihyperlipidemics) enrolled in a financial assistance program. Methods Adherence to medication was assessed for each drug group using pharmacy dispensing records. We computed Continuous Multiple Interval Measures of Medication Acquisition (CMA) and Gaps (CMG) to assess adherence and employed negative binomial mixed effects models to explore its factors. Discontinuation of medication was evaluated through survival analysis and mixed effects Cox models were used to analyse its determinants. A univariate sensitivity analysis was conducted. Findings A total of 6508 patients fulfilled the inclusion criteria. The global CMA and CMG mean rates were 84.67% (84.25-85.10) and 13.02% (12.68-13.36), respectively. Antihyperlipidemics had the highest adherence rates and antidiabetics had the lowest. Survival analysis showed that 82.94% (82.17-83.72) of patients were still on medication after 6 months, and 60.80% (59.60-62.03) persisted at 12 months, with antidiabetics being the drug class more likely to be discontinued while anticoagulant medication the least likely to. Discussion Adherence in this program was among the highest measured in Portugal and further supports the idea that reducing out-of-pocket medication costs might improve adherence across chronic drug classes, ultimately contributing to positive clinical outcomes and reducing health inequities.
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spelling Adherence to medication and its determinants among participants of a financial assistance programMedication AdherenceOut-of-Pocket CostsFinancial Assistance ProgramSocial Determinants of HealthSurvival AnalysisAdesão à MedicaçãoCustos DiretosPrograma de Assistência FinanceiraDeterminantes Sociais de SaúdeAnálise de SobrevivênciaDomínio/Área Científica::Ciências Sociais::Outras Ciências SociaisABSTRACT - Introduction Ageing populations with an increasing burden of disease and rapidly rising medication costs are features of current healthcare systems which pose serious questions about their sustainability. While access and adherence to prescribed medication are important determinants of health outcomes, they are at risk due to high out-of-pocket medication costs. This work analyses medication adherence and its factors among patients on oral chronic medications (anticoagulants, antidiabetics and antihyperlipidemics) enrolled in a financial assistance program. Methods Adherence to medication was assessed for each drug group using pharmacy dispensing records. We computed Continuous Multiple Interval Measures of Medication Acquisition (CMA) and Gaps (CMG) to assess adherence and employed negative binomial mixed effects models to explore its factors. Discontinuation of medication was evaluated through survival analysis and mixed effects Cox models were used to analyse its determinants. A univariate sensitivity analysis was conducted. Findings A total of 6508 patients fulfilled the inclusion criteria. The global CMA and CMG mean rates were 84.67% (84.25-85.10) and 13.02% (12.68-13.36), respectively. Antihyperlipidemics had the highest adherence rates and antidiabetics had the lowest. Survival analysis showed that 82.94% (82.17-83.72) of patients were still on medication after 6 months, and 60.80% (59.60-62.03) persisted at 12 months, with antidiabetics being the drug class more likely to be discontinued while anticoagulant medication the least likely to. Discussion Adherence in this program was among the highest measured in Portugal and further supports the idea that reducing out-of-pocket medication costs might improve adherence across chronic drug classes, ultimately contributing to positive clinical outcomes and reducing health inequities.RESUMO - Introdução O envelhecimento populacional e consequente aumento da carga de doença, assim como o rápido crescimento dos gastos com medicação são características comuns dos atuais sistemas de saúde que representam um sério desafio à sua sustentabilidade. O acesso e adesão à medicação são importantes determinantes de resultados em saúde que são afetados pelos elevados custos diretos com medicação. Neste estudo analisamos a adesão à medicação a terapêuticas crónicas orais (anticoagulantes, antidiabéticos e antidislipidémicos) e respetivos fatores entre os participantes de um programa de assistência financeira. Métodos A adesão à medicação foi avaliada utilizando registos de dispensa de medicação nas farmácias dos três grupos farmacológicos. Foram computadas a Medida Contínua de Aquisição de Medicação em Múltiplos Intervalos (CMA) e de Falhas de Medicação em Múltiplos Intervalos (CMG) para medir a adesão à terapêutica e empregues modelos binomiais negativos de efeitos mistos para explorar os seus fatores. A descontinuação da medicação foi avaliada através de análise de sobrevivência e foram utilizados modelos de Cox de efeitos mistos para analisar os seus determinantes. Realizou-se uma análise de sensibilidade univariada. Resultados 6508 doentes cumpriam os critérios de inclusão. A taxa CMA global média foi de 84,67% (84,25-85,10) e a taxa CMG global média foi de 13,02% (12,68-13,36). A adesão foi maior nos antidislipidémicos e menor para os antidiabéticos. A análise de sobrevivência demonstrou que 82,94% (82,17-83,72) dos doentes permaneciam sob terapêutica aos 6 meses e 60,80% (59,60-62,03) aos 12 meses. Os antidiabéticos foram o grupo com maior probabilidade de ser descontinuado e os anticoagulantes o de menor probabilidade. Discussão A adesão à terapêutica neste programa é das mais altas medidas em Portugal suportando a hipótese de que a redução dos custos diretos com medicação pode melhorar a adesão à terapêutica crónica contribuindo para melhores resultados clínicos e redução das iniquidades em saúde.Alves, JoanaRUNRamalho, José Pedro Ribeiro20232026-06-07T00:00:00Z2023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/162891TID:203434617enginfo:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:45:57Zoai:run.unl.pt:10362/162891Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:59:08.908253Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Adherence to medication and its determinants among participants of a financial assistance program
title Adherence to medication and its determinants among participants of a financial assistance program
spellingShingle Adherence to medication and its determinants among participants of a financial assistance program
Ramalho, José Pedro Ribeiro
Medication Adherence
Out-of-Pocket Costs
Financial Assistance Program
Social Determinants of Health
Survival Analysis
Adesão à Medicação
Custos Diretos
Programa de Assistência Financeira
Determinantes Sociais de Saúde
Análise de Sobrevivência
Domínio/Área Científica::Ciências Sociais::Outras Ciências Sociais
title_short Adherence to medication and its determinants among participants of a financial assistance program
title_full Adherence to medication and its determinants among participants of a financial assistance program
title_fullStr Adherence to medication and its determinants among participants of a financial assistance program
title_full_unstemmed Adherence to medication and its determinants among participants of a financial assistance program
title_sort Adherence to medication and its determinants among participants of a financial assistance program
author Ramalho, José Pedro Ribeiro
author_facet Ramalho, José Pedro Ribeiro
author_role author
dc.contributor.none.fl_str_mv Alves, Joana
RUN
dc.contributor.author.fl_str_mv Ramalho, José Pedro Ribeiro
dc.subject.por.fl_str_mv Medication Adherence
Out-of-Pocket Costs
Financial Assistance Program
Social Determinants of Health
Survival Analysis
Adesão à Medicação
Custos Diretos
Programa de Assistência Financeira
Determinantes Sociais de Saúde
Análise de Sobrevivência
Domínio/Área Científica::Ciências Sociais::Outras Ciências Sociais
topic Medication Adherence
Out-of-Pocket Costs
Financial Assistance Program
Social Determinants of Health
Survival Analysis
Adesão à Medicação
Custos Diretos
Programa de Assistência Financeira
Determinantes Sociais de Saúde
Análise de Sobrevivência
Domínio/Área Científica::Ciências Sociais::Outras Ciências Sociais
description ABSTRACT - Introduction Ageing populations with an increasing burden of disease and rapidly rising medication costs are features of current healthcare systems which pose serious questions about their sustainability. While access and adherence to prescribed medication are important determinants of health outcomes, they are at risk due to high out-of-pocket medication costs. This work analyses medication adherence and its factors among patients on oral chronic medications (anticoagulants, antidiabetics and antihyperlipidemics) enrolled in a financial assistance program. Methods Adherence to medication was assessed for each drug group using pharmacy dispensing records. We computed Continuous Multiple Interval Measures of Medication Acquisition (CMA) and Gaps (CMG) to assess adherence and employed negative binomial mixed effects models to explore its factors. Discontinuation of medication was evaluated through survival analysis and mixed effects Cox models were used to analyse its determinants. A univariate sensitivity analysis was conducted. Findings A total of 6508 patients fulfilled the inclusion criteria. The global CMA and CMG mean rates were 84.67% (84.25-85.10) and 13.02% (12.68-13.36), respectively. Antihyperlipidemics had the highest adherence rates and antidiabetics had the lowest. Survival analysis showed that 82.94% (82.17-83.72) of patients were still on medication after 6 months, and 60.80% (59.60-62.03) persisted at 12 months, with antidiabetics being the drug class more likely to be discontinued while anticoagulant medication the least likely to. Discussion Adherence in this program was among the highest measured in Portugal and further supports the idea that reducing out-of-pocket medication costs might improve adherence across chronic drug classes, ultimately contributing to positive clinical outcomes and reducing health inequities.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-01-01T00:00:00Z
2026-06-07T00:00:00Z
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