ArticleBMC medicine2017
Financial barriers and adverse clinical outcomes among patients with cardiovascular-related chronic diseases: a cohort study.
Article in BMC medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed.
- Exploring patient and pharmacist perspectives on complex interventions for cardiovascular prevention: A qualitative descriptive process evaluation.Health expectations : an international journal of public participation in health care and health policy · 2020Trial
- Understanding considerations and priorities in health behaviours: A multi-dimensional risk-benefit perspective.British journal of psychology (London, England : 1953) · 2026Article
- Determinants of Patients' Intention to Use Remote Monitoring Service for Cardiac Implantable Electronic Devices: An Extended Technology Acceptance Model Study in Taiwan.Healthcare (Basel, Switzerland) · 2026Article
- Optimizing Navigation and Text Messaging Interventions to Promote Participation in a Food Is Medicine Program Among People Participating in Cardiac Rehabilitation: Human-Centered Design Study.JMIR formative research · 2026Article
- Social determinants of health and hospitalization risk in heart failure: A Retrospective analysis.American heart journal plus : cardiology research and practice · 2026Article
- Therapeutic Adherence in Cardiovascular Diseases: Insights from the Patient and Physician-A Narrative Review.Advances in therapy · 2026Review
- Food insecurity and acute care utilisation: a systematic review and meta-analysis.BMJ public health · 2026Article
- Re-Evaluating Access in Healthcare: Focus on Quality of Care.Public health challenges · 2025Review
- Key considerations in portal vein thrombosis management.Hepatology international · 2025Article
- Self-perceived barriers to healthcare access for patients with post COVID-19 condition.BMC health services research · 2024Article
- Exploring the prospective acceptability of a healthy food incentive program from the perspective of people with type 2 diabetes and experiences of household food insecurity in Alberta, Canada.Public health nutrition · 2024Article
- The impact of prescription drug insurance on cost related non-adherence to medications in Canada: A Heckman sample selection approach.PloS one · 2023Article
- Patients' and Nurses' Perceptions of Diabetes Self-Management in Oman: A Qualitative Study.International journal of environmental research and public health · 2022Article
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- Variables Determining Higher Home Care Effectiveness in Patients with Chronic Cardiovascular Disease.International journal of environmental research and public health · 2022Article
- Article
- Variation in Patient-Described Barriers to and Facilitators of Diabetes Management by Individual-Level Characteristics: A Cross-Sectional, Open-Ended Survey.Clinical diabetes : a publication of the American Diabetes Association · 2022Article
- Barriers and Facilitators in Access to Diabetes, Hypertension, and Dyslipidemia Medicines: A Scoping Review.Public health reviews · 2022Article
- Factors Affecting the Reception of Self-Management Health Education: A Cross-Sectional Survey Assessing Perspectives of Lower-Income Seniors with Cardiovascular Conditions.Patient preference and adherence · 2022Article
- Employment status, unemployment duration, and health-related metrics among US adults of prime working age: Behavioral Risk Factor Surveillance System, 2018-2019.American journal of industrial medicine · 2022Article
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Authors and funding
6 authors.
Funding
Abstract
backgroundSome patients with cardiovascular-related chronic diseases such as diabetes and heart disease report financial barriers to achieving optimal health. Previous surveys report that the perception of having a financial barrier is associated with self-reported adverse clinical outcomes. We sought to confirm these findings using linked survey and administrative data to determine, among patients with cardiovascular-related chronic diseases, if there is an association between perceived financial barriers and the outcomes of: (1) disease-related hospitalizations, (2) all-cause mortality and (3) inpatient healthcare costs.
methodsWe used ten cycles of the nationally representative Canadian Community Health Survey (administered between 2000 and 2011) to identify a cohort of adults aged 45 and older with hypertension, diabetes, heart disease or stroke. Perceived financial barriers to various aspects of chronic disease care and self-management were identified (including medications, healthful food and home care) from the survey questions, using similar questions to those used in previous studies. The cohort was linked to administrative data sources for outcome ascertainment (Discharge Abstract Database, Canadian Mortality Database, Patient Cost Estimator). We utilized Poisson regression techniques, adjusting for potential confounding variables (age, sex, education, multimorbidity, smoking status), to assess for associations between perceived financial barriers and disease-related hospitalization and all-cause mortality. We used gross costing methodology and a variety of modelling approaches to assess the impact of financial barriers on hospital costs.
resultsWe identified a cohort of 120,752 individuals over the age of 45 years with one or more of the following: hypertension, diabetes, heart disease or stroke. One in ten experienced financial barriers to at least one aspect of their care, with the two most common being financial barriers to accessing medications and healthful food. Even after adjustment, those with at least one financial barrier had an increased rate of disease-related hospitalization and mortality compared to those without financial barriers with adjusted incidence rate ratios of 1.36 (95% CI: 1.29-1.44) and 1.24 (1.16-1.32), respectively. Furthermore, having a financial barrier to care was associated with 30% higher inpatient costs compared to those without financial barriers. DISCUSSION: This study, using novel linked national survey and administrative data, demonstrates that chronic disease patients with perceived financial barriers have worse outcomes and higher resource utilization, corroborating the findings from prior self-report studies. The overall exposure remained associated with the primary outcome even in spite of adjustment for income. This suggests that a patient's perception of a financial barrier might be used in clinical and research settings as an additional measure along with standard measures of socioeconomic status (ie. income, education, social status).
conclusionsAfter adjusting for relevant covariates, perceiving a financial barrier was associated with increased rates of hospitalization and mortality and higher hospital costs compared to those without financial barriers. The demonstrable association with adverse outcomes and increased costs seen in this study may provide an impetus for policymakers to seek to invest in interventions which minimize the impact of financial barriers.
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