ArticleMedicine2016
Impact of pay-for-performance on mortality in diabetes patients in Taiwan: A population-based study.
Article in Medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed, 44 citations in OpenAlex.
- The Effect of Provider Diversity on Racial Health Disparities: Evidence from the Military.The Review of economic studies · 2025Article
- Start Early, Do It Well: Implications of a National Diabetes Care Quality Assessment Program for Life Expectancy.Diabetes & metabolism journal · 2025Article
- Early Enrollment in Diabetes Pay-for-Performance Program Reduced Loss of Life Expectancy in Newly-Diagnosed Patients with Type 2 Diabetes Mellitus.Diabetes & metabolism journal · 2025Article
- Adaptation of risk prediction equations for cardiovascular outcomes among patients with type 2 diabetes in real-world settings: a cross-institutional study using common data model approach.Cardiovascular diabetology · 2024Article
- Urinary non-albumin protein-creatinine ratio is an independent predictor of mortality in patients with type 2 diabetes: a retrospective cohort study.Scientific reports · 2024Article
- A systematic review of the economic burden of diabetes mellitus: contrasting perspectives from high and low middle-income countries.Journal of pharmaceutical policy and practice · 2024Review
- Depressive Symptoms Associated with Peripheral Artery Disease and Predicting Mortality in Type 2 Diabetes.Biomedicines · 2023Article
- Participation and Outcomes among Disabled and Non-Disabled People in the Diabetes Pay-for-Performance Program.Healthcare (Basel, Switzerland) · 2023Article
- Impact of a diabetes pay-for-performance program on nonincentivized mental disorders: a panel study based on claims database analysis.Cost effectiveness and resource allocation : C/E · 2023Article
- Assessing Taiwan's pay-for-performance program for diabetes care: a cost-benefit net value approach.The European journal of health economics : HEPAC : health economics in prevention and care · 2023Article
- Impact of chronic hepatitis on cardiovascular events among type 2 diabetes patients in Taiwan pay-for-performance program.Scientific reports · 2022Article
- Effects of colchicine use on ischemic and hemorrhagic stroke risk in diabetic patients with and without gout.Scientific reports · 2022Article
- Validation of Diabetes Knowledge Questionnaire (DKQ) in the Taiwanese Population - Concurrent Validity with Diabetes-Specific Quality of Life Questionnaire Module.Diabetes, metabolic syndrome and obesity : targets and therapy · 2022Article
- Trends in all-cause mortality and major causes of death between 2007 and 2018 among patients with diabetes in Taiwan.Frontiers in endocrinology · 2022Article
- Scores of peripheral neuropathic pain predicting long-term mortality in patients with type 2 diabetes: A retrospective cohort study.Frontiers in endocrinology · 2022Article
- Chronic care model in the diabetes pay-for-performance program in Taiwan: Benefits, challenges and future directions.World journal of diabetes · 2021Review
- Synergy between the pay-for-performance scheme and better physician-patient relationship might reduce the risk of retinopathy in patients with type 2 diabetes.Journal of diabetes investigation · 2021Article
- Effects of Body Mass Index and Pay-for-Performance Program on Risk of Death in Patients with Type 2 Diabetes: A Nationwide Cohort Study.International journal of environmental research and public health · 2021Article
- The Clinical Influence after Implementation of Convolutional Neural Network-Based Software for Diabetic Retinopathy Detection in the Primary Care Setting.Life (Basel, Switzerland) · 2021Article
- Is the evidence on the effectiveness of pay for performance schemes in healthcare changing? Evidence from a meta-regression analysis.BMC health services research · 2021Article
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Authors and funding
5 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe impact of pay-for-performance (P4P) programs on long-term mortality for chronic illnesses, especially diabetes mellitus, has been rarely reported. Several studies described the favorable impact of P4P for diabetes mellitus on medical utilizations or intermediate outcomes. Therefore, this study aimed to investigate the impact of a P4P program on mortality in patients with type 2 diabetes.
methodsThe P4P group in this population-based cohort study was 2090 individuals with a primary diagnosis of type 2 diabetes who had been newly enrolled in the P4P program of Taiwan between January 1, 2004 and December 31, 2004. Matched by 1:1 ratio, patients in the non-P4P group were selected by propensity score matching (PSM) for sex, age, the first year of diagnosis as diabetes, and 32 other potential confounding factors. Mean (SD) age was 60.91 (12.04) years when diabetes was first diagnosed and mean (SD) duration of diabetes was 4.3 (1.9) years at baseline. The time-dependent Cox regression model was used to explore the impact of P4P on all-cause mortality.
resultsDuring a mean of 5.13 years (SD = 1.07 years) of follow-up, 206 and 263 subjects died in the P4P group and the non-P4P group, respectively. After adjusting for the potential confounding factors at baseline, survival was significantly longer in the P4P group than in the non-P4P group (hazard ratio, 0.76 [95% confidence interval, 0.64-0.92], P = 0.004, by log-rank test). This decrease in mortality is equivalent to one less death for every 37 patients who were treated in the P4P program for 5.13 years. In this study, the P4P program significantly increased the medical utilization of physician visits and diabetes-related examinations, improved the adherence of oral hypoglycemic drugs during the first 3 years and that of insulin during the second 3 years, and was negatively associated with risk of cancer and chronic kidney disease. In annual health expense, there was no significant difference between P4P and non-P4P groups, P = 0.430.
conclusionsAs compared with control, pay-for-performance program significantly improved survival in patients with diabetes without increasing the medical cost. The P4P group had significantly lower risk of cancer and chronic kidney disease.
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