Observational studyJournal of managed care & specialty pharmacy2020
Association of Medication Adherence with Hospital Utilization and Costs Among Elderly with Diabetes Enrolled in a State Pharmaceutical Assistance Program.
Observational study in Journal of managed care & specialty pharmacy, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06999356 (Salud Diabetes), which is not on this map. Cited by 12 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Salud Diabetes: A Pilot Study Comparing Lifestyle Interventions and Real-Time Continuous Glucose Monitoring In Predominantly Hispanic/Latino Adults With Non-Insulin Treated Type 2 Diabetes And An HbA1c > 9%
Who cites it
12 citing papers in PubMed, 16 citations in OpenAlex.
- The association between diabetes knowledge, treatment satisfaction and medication adherence among Malaysian geriatric patients.Diabetology international · 2026Article
- Promoting Medication Adherence in the Elderly: Factors and Insights From a Cross-Sectional Study.Aging medicine (Milton (N.S.W)) · 2025Article
- Impact of the family doctor system on medication adherence among type 2 diabetes patients in China: a difference-in-differences analysis.BMC public health · 2025Article
- Predictive Modeling of Factors Influencing Adherence to SGLT-2 Inhibitors in Ambulatory Care: Insights from Prescription Claims Data Analysis.Pharmacy (Basel, Switzerland) · 2024Article
- Assessment of Alternative Medicine Use, Costs, and Predictors of Medication Adherence among Diabetes Mellitus Patients in Palestine.Endocrine, metabolic & immune disorders drug targets · 2024Article
- Gender-Related Factors in Medication Adherence for Metabolic and Cardiovascular Health.Metabolites · 2023Review
- Does access to free medication reduce health system costs? An evaluation of the Dispensary of Hope program.Journal of managed care & specialty pharmacy · 2023Article
- Investigating the Effect of Adherence to Antipsychotic Therapy on the Length of Stay and Number of Hospitalizations in Patients with Schizophrenia - A Descriptive Analysis.Patient preference and adherence · 2023Article
- Increased Healthcare Resource Use and Costs After Discontinuation of Liraglutide in Patients with Type 2 Diabetes from a Commercial- and Medicaid-Insured Claims Database.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2022Article
- Associations of Chronic Medication Adherence with Emergency Room Visits and Hospitalizations.Journal of general internal medicine · 2022Article
- Geographic variation in and contextual factors related to biguanide adherence amongst medicaid enrolees with type 2 Diabetes Mellitus.SSM - population health · 2022Article
- Pharmacoadherence: An Opportunity for Digital Health to Inform the Third Dimension of Pharmacotherapy for Diabetes.Journal of diabetes science and technology · 2021Article
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMedication adherence is crucial for the successful treatment among elderly patients with diabetes taking oral antidiabetic medications (OAMs). Cost of medications, lack of insurance coverage, and low income are major contributing factors towards medication nonadherence. State pharmaceutical assistance programs (SPAPs) provide medications at little or no cost to income-eligible patients and have potential to improve medication adherence among elderly patients. Despite this, limited research has focused on the association of medication adherence with health care utilization among elderly patients enrolled in SPAPs, and inclusion of health care costs as an outcome is even rarer.
objectiveTo evaluate the relationship between adherence to OAMs and hospital utilization and costs among elderly patients with diabetes who were enrolled in a SPAP.
methodsThis retrospective observational study included elderly patients with diabetes enrolled in Pennsylvania's Pharmaceutical Assistance Contract for the Elderly (PACE) program in 2015. Medication adherence was estimated as the proportion of days covered (PDC; adherent: PDC≥80%, nonadherent: PDC < 80%). Hospital utilization and costs were estimated using hospital discharge records from the Pennsylvania Health Care Cost Containment Council. Multiple adjusted regression analyses were used to examine the association of medication adherence with hospital utilization (all-cause and diabetes-related number of inpatient hospital visits and length of stay [LOS]) and costs.
resultsAmong 9,497 elderly PACE enrollees with diabetes, 81% were adherent, and 21% were hospitalized. Compared with adherent patients, patients who were nonadherent to OAMs had twice the odds of all-cause and diabetes-related hospitalization. Controlling for covariates, nonadherent patients had 27% more all-cause (95% CI = 9%-36%) and 21% more diabetes-related (95% CI = 5%-40%) hospital visits than adherent patients. Covariate-adjusted LOS for nonadherent patients was 24% longer than that of adherent patients for all-cause hospitalization (95% CI = 1.171-1.311) and 12.7% longer for diabetes-related hospitalization (95% CI = 1.036-1.227). Medication nonadherence was associated with significantly greater all-cause ($22,670 vs. $16,383;
conclusionsAmong SPAP-enrolled elderly patients, nonadherence to OAMs was significantly associated with increased risk of hospitalization, longer hospital stays, and greater hospitalization costs. Attention is needed to improve medication adherence among elderly receiving financial assistance to pay their prescriptions to reduce economic burden on the health care system. DISCLOSURES: No outside funding supported this study. The authors have nothing to disclose.
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