ArticleInternational journal for equity in health2022
Effects of decreasing the out-of-pocket expenses for outpatient care on health-seeking behaviors, health outcomes and medical expenses of people with diabetes: evidence from China.
Article in International journal for equity in health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.
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Who cites it
32 citing papers in PubMed, 1 synthesis or guideline pooled it, 52 citations in OpenAlex.
- Optimizing the frequency of physician encounters in follow - up care for patients with type 2 diabetes mellitus: a systematic review.BMC primary care · 2024Pooled it
- Inpatient non-communicable disease patterns and influencing factors at two tertiary hospitals in New Zealand and China: a mixed-methods study protocol.Global health action · 2026Article
- An unintended complementarity: how the outpatient pooling policy increases inpatient services in China.Health policy and planning · 2026Article
- Primary Care Cost Sharing in Medicare Advantage.JAMA health forum · 2026Article
- Financial Relief and Health Effects of Urban-Rural Health Insurance Integration on Older Rural Adults: A Causal Analysis of Age-Based Heterogeneity.Healthcare (Basel, Switzerland) · 2026Article
- Does chronic disease coverage for outpatient care affect healthcare utilization and expenditures in China? Evidence from an administrative claim dataset.The European journal of health economics : HEPAC : health economics in prevention and care · 2026Article
- Is There Any Difference in Preferences Between Patients and Physicians? Evidence From Anti-Hyperglycemic Medications Choices for Type 2 Diabetes.Journal of diabetes · 2026Article
- Outpatient reimbursement policies for cancer treatment in China: a comparative and longitudinal analysis.BMC health services research · 2026Article
- Health Insurance Schemes and Chronic Disease Management Behaviours in China: Evidence from Women with Non-Communicable Diseases.Risk management and healthcare policy · 2026Article
- Associations of self-management behaviors, depressive symptoms, and glycemic control on cognitive function in rural elderly with type 2 diabetes.Frontiers in endocrinology · 2026Article
- Comorbidities, Utilization, and Quality of Care as Predictors of Diabetes Complications.Journal of the American Board of Family Medicine : JABFM · 2026Article
- Dynamic effects of outpatient pooling scheme on socioeconomic inequality in healthcare utilization in China from 2011 to 2020.Scientific reports · 2025Article
- Association between social participation and medical care utilization among rural older adults in China: a longitudinal study based on the CLHLS (2011-2018).BMC geriatrics · 2025Article
- Article
- Study on the spatial and temporal differences and influencing factors of out-of-pocket payments as a share of total health expenditure in China.BMC health services research · 2025Article
- A Chinese conundrum: does higher insurance coverage for hospitalization reduce financial protection for the patients who most need it?Health policy and planning · 2025Article
- Enhancing healthcare utilization and reducing preventable hospitalizations: exploring the healthcare-seeking propensity of patients with non-communicable diseases in Rural China.BMC public health · 2025Article
- Economic burdens of health expenditure for multi-morbidity of older people with hypertension in China and Vietnam.Frontiers in public health · 2025Article
- Does outpatient mutual-aid reduce oncology patients' utilization of inpatient services?-An empirical study of outpatient mutual-aid policy in Wuhan, China.The International journal of health planning and management · 2025Article
- Impact of Enhanced Outpatient Pooling Level on Healthcare Utilization, Costs and Fund Expenditures in China: An Interrupted Time Series Analysis.Risk management and healthcare policy · 2025Article
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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
backgroundTo improve access to outpatient services and provide financial support in outpatient expenses for the insured, China has been establishing its scheme of decreasing the out-of-pocket expenses for outpatient care in recent years. There are 156 million diabetes patients in China which almost accounts for a quarter of diabetes population worldwide. Outpatient services plays an important role in diabetes treatment. The study aims to clarify the effects of decreasing the out-of-pocket expenses for outpatient care on health-seeking behaviors, health outcomes and medical expenses of people with diabetes.
methodsThis study constructed a two-way fixed effect model, utilized 5,996 diabetes patients' medical visits records from 2019 to 2021, to ascertain the influence of decreasing the out-of-pocket expenses for outpatient care on diabetes patients. The dependent variables were diabetes patients' health-seeking behaviors, health outcomes, medical expenses and expenditure of the basic medical insurance funds for them; the core explanatory variable was the out-of-pocket expenses for outpatient care expressed by the annual outpatient reimbursement ratio.
resultsWith each increase of 1% in the annual outpatient reimbursement ratio: (1) for health-seeking behaviors, a diabetes patient's annual number of outpatient visits and annual number of medical visits increased by 0.021 and 0.014, while the annual number of hospitalizations decreased by 0.006; (2) for health outcomes, a diabetes patient's annual length of hospital stays and average length of a hospital stay decreased by 1.2% and 1.1% respectively, and the number of diabetes complications and Diabetes Complications Severity Index (DCSI) score both decreased by 0.001; (3) for medical expenses, a diabetes patient's annual outpatient expenses, annual inpatient expenses, annual medical expenses and annual out-of-pocket expenses decreased by 2.2%, 4.6%, 2.6% and 4.0%; (4) for expenditure of the basic medical insurance funds for a diabetes patient, the annual expenditure on outpatient services increased by 1.1%, and on inpatient services decreased by 4.4%, but on healthcare services didn't change.
conclusionDecreasing the out-of-pocket expenses for outpatient care appropriately among people with diabetes could make patients have a more rational health-seeking behaviors, a better health status and a more reasonable medical expenses while the expenditure of the basic medical insurance funds is stable totally.
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