ArticleBMC health services research2020
Preferences heterogeneity of health care utilization of community residents in China: a stated preference discrete choice experiment.
Article in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.
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Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Choice of primary healthcare providers among population in urban areas of low- and middle-income countries: a systematic review of literature.BMC primary care · 2026Pooled it
- The Evolving Landscape of Discrete Choice Experiments in Health Economics: A Systematic Review.PharmacoEconomics · 2025Pooled it
- Urban residents' choice preferences for hospitals at different tiers and influencing factors: a study based on latent class analysis and Andersen's model of health service utilization.BMC primary care · 2026Article
- Policy Levers for First-Contact Healthcare Provider Choice: A Discrete Choice Experiment in Shanghai's Hierarchical Medical System.Applied health economics and health policy · 2026Article
- Preference for inpatient services among the unemployed with multi-chronic conditions: a discrete choice experiment.BMC health services research · 2026Article
- Public preferences for preventative dental care: a discrete choice experiment in China.Frontiers in public health · 2026Article
- Patient Navigation Behavior in a Symptom-Based Self-Triage Mobile App for Direct-to-Consumer Urgent Care: Retrospective Observational Study.Journal of medical Internet research · 2025Observational
- Temporal Trends in Patient Choice of Outpatient Care Provider Among Vietnam's Insured Rural Residents, 2006-2020.The International journal of health planning and management · 2025Article
- Spatial optimization of hierarchical healthcare facilities driven by multi-source data: a case study of Shenyang, China.Frontiers in public health · 2025Article
- The digitalization of emergency department triage: the perspectives of health professionals and patients.BMC health services research · 2024Article
- The association between internet use and the choice of medical institution among Chinese older adults.BMC geriatrics · 2024Article
- Preference for community health services in people with chronic diseases: a discrete choice experiment in China.Frontiers in public health · 2024Article
- Preferences for Physical Examination Service in Community Health Service Center in China: A Discrete Choice Experiment.Patient preference and adherence · 2024Article
- Choices of medical institutions and associated factors in older patients with multimorbidity in stabilization period in China: A study based on logistic regression and decision tree model.Health care science · 2023Article
- Assessing Patients' Preferences for Preventive Dental Care: A Discrete Choice Experiment.Cureus · 2023Article
- Preferences of patients with diabetes mellitus for primary healthcare institutions: a discrete choice experiment in China.BMJ open · 2023Article
- Article
- Patient experience in community health services and first choice for medical attention: A cross-sectional study in Wuhan, China.PloS one · 2023Article
- What influences slum residents' choices of healthcare providers for common illnesses? Findings of a Discrete Choice Experiment in Ibadan, Nigeria.PLOS global public health · 2023Article
- Preference and willingness to receive non-communicable disease services from primary healthcare facilities in Bangladesh: A qualitative study.BMC health services research · 2022Article
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7 authors.
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Abstract
backgroundTo tackle the issue with the low usage of primary healthcare service in China, it is essential to align resource distribution with the preferences of the community residents. There are few academic researches for describing residents' perceived characteristics of healthcare services in China. This study aims to investigate the preferences of healthcare services utilization in community residents and explore the heterogeneity. The findings will be useful for the policy makers to take targeted measures to tailor the provision of healthcare services.
methodsThe face-to-face interviews and surveys were conducted to elicit four key attributes (care provider; mode of services; cost; travel time) of the preference from community residents for healthcare utilization. A rational test was presented first to confirm the consistency, and then 16 pairs of choice tasks with 12 sociodemographic items were given to the respondents. Two hypothetical options for each set, without an opt-out option, were presented in each choice task. The latent class analysis (LCA) was used to analyse the data.
resultsTwo thousand one hundred sixty respondents from 36 communities in 6 cities were recruited for our study. 2019 (93.47%) respondents completed valid discrete choice experiment (DCE) questionnaires. The LCA results suggested that four groups of similar preferences were identified. The first group (27.29%) labelled as "Comprehensive consideration" had an even preference of all four attributes. The second group (37.79%) labelled as "Price-driven" preferred low-price healthcare services. The third group labelled as "Near distance" showed a clear preference for seeking healthcare services nearby. The fourth group (34.18%) labelled as "Quality seeker" preferred the healthcare service provided by experts. Willingness to pay (WTP) results showed that people were willing to accept CNY202.12($29.37) for Traditional Chinese Medicine (TCM) services and willing to pay CNY604.31($87.81) for the service provided by experts.
conclusionsOur study qualitatively measures the distinct preferences for healthcare utilization in community residents in China. The results suggest that the care provider, mode of services, travel time and cost should be considered in priority setting decisions. The study, however, reveals substantial disagreement in opinion of TCM between different population subgroups.
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