ArticleBMC primary care2024
What are the factors affecting primary care choice when the access under health insurance scheme is limited?: a cross-sectional study in Bandung, Indonesia.
Article in BMC primary care, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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Who cites it
3 citing papers in PubMed, 5 citations in OpenAlex.
- Prediction of Personalised Hypertension Using Machine Learning in Indonesian Population.Journal of medical systems · 2025Article
- Understanding Surgeon Professionalism in Indonesia: A Qualitative Study in a Multicultural and Resource-Limited Context.Journal of advances in medical education & professionalism · 2025Article
- Geographic disparities in inpatient service in primary care and patients' choice of first point of consultation: a linked cross-sectional survey and administrative data analysis in Shaanxi of China.International journal for equity in health · 2025Article
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Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
Abstract
backgroundEnsuring equal access to primary care services is crucial, as the gateway to a higher level of care. Indonesia has been trying to increase financial access to medical care by administering national health insurance known as BPJS-Health (Badan Penyelenggara Jaminan Sosial Kesehatan) since 2014. However, BPJS-Health beneficiaries can only use their benefits at a limited number of registered primary care providers (BPJS-Health partners). This study investigated the geographical coverage of BPJS-Health and BPJS-Health beneficiaries' primary care choices, based on their characteristics and healthcare preferences in the target areas of Bandung, Indonesia.
methodsThe setting of this cross-sectional study was the areas with low physical access to BPJS-Health partners but high physical access to non-BPJS-Health partners. Physical access was determined by spatial network analysis, resulting in a geographical coverage map. A total of 216 adults were recruited and they completed the questionnaire about their primary care choice. All participants had been registered with the BPJS-Health system and living in the study areas. Their participation in non-BPJS-Health was also evaluated. Participants' choice of care was assessed in three different scenarios, when the individual was experiencing mild, chronic, and serious illnesses.
resultsBPJS-Health partners' geographical coverage was unequally distributed in Bandung. Being registered with non-BPJS-Health company was negatively associated with the more frequent choice of using BPJS-Health partners' services (AOR = 0.18; 95% CI, 0.06-0.58, P = 0.004) among BPJS-Health beneficiaries. For serious illnesses, having a high income was associated with choosing non-BPJS-Health partners and hospitals (AOR = 4.90; 95% CI, 1.16-20.77, P = 0.031). When dealing with mild and chronic illnesses, participants were concerned about the quality of treatment they would receive as a major factor in choosing a primary care provider. However, receiving better treatment quality was negatively associated with choosing BPJS-Health partners in all cases of illness severities.
conclusionsSociodemographic characteristics, healthcare preference factors, and health insurance status were associated with participants' primary care choices in the target areas of Bandung, Indonesia. BPJS-Health partners' coverage map and the preference factors are potentially important for policymakers, especially for the development of future BPJS-Health partnerships.
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