ArticleFrontiers in public health2022
Utilization and out-of-pocket expenses of primary care among the multimorbid elderly in China: A two-part model with nationally representative data.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 2 of them syntheses that pooled it.
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Who cites it
4 citing papers in PubMed, 2 syntheses or guidelines pooled it, 4 citations in OpenAlex.
- Effects of health insurance on economic burden and health service utilization among people with noncommunicable diseases in low- and middle-income countries: a systematic review.BMC public health · 2026Pooled it
- Barriers to utilization of primary healthcare services: a systematic review of experiences in ten selected countries.International journal of public health · 2026Pooled it
- Living with technological challenges: does socioeconomic status affect people's health?BMC geriatrics · 2025Article
- Barriers to the Utilization of Primary Health Centers (PHCs) in Iraq.Epidemiologia (Basel, Switzerland) · 2023Article
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
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Abstract
Background: Multimorbidity has become an essential public health issue that threatens human health and leads to an increased disease burden. Primary care is the prevention and management of multimorbidity by providing continuous, comprehensive patient-centered services. Therefore, the study aimed to investigate the determinants of primary care utilization and out-of-pocket expenses (OOPE) among multimorbid elderly to promote rational utilization of primary care and reduce avoidable economic burdens. Methods: The study used data from CHARLS 2015 and 2018, which included a total of 4,384 multimorbid elderly aged 60 and above. Guided by Grossman theory, determinants such as education, gender, marriage, household economy, and so on were included in this study. A two-part model was applied to evaluate primary care utilization and OOPE intensity in multimorbid populations. And the robustness testing was performed to verify research results. Results: Primary care visits rate and OOPE indicated a decline from 2015 to 2018. Concerning primary outpatient care, the elderly who were female ( Conclusion: To prompt primary care visits and reduce economic burden among subgroups, more policy support is in need, such as tilting professional medical staff and funding to rural areas, enhancing awareness of disease prevention among vulnerable groups and so on.
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