ArticleBMJ open2019
Exploring determinants of health provider choice and heterogeneity in preference among outpatients in Beijing: a labelled discrete choice experiment.
Article in BMJ open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 2 of them syntheses that pooled it.
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Who cites it
25 citing papers in PubMed, 2 syntheses or guidelines pooled it, 50 citations in OpenAlex.
- Decision-making regarding dental treatments - What factors matter from patients' perspective? A systematic review.BMC oral health · 2025Pooled it
- The Evolving Landscape of Discrete Choice Experiments in Health Economics: A Systematic Review.PharmacoEconomics · 2025Pooled it
- Public preferences for preventative dental care: a discrete choice experiment in China.Frontiers in public health · 2026Article
- Guardians' preferences for pit and fissure sealing services in China: evidence from a discrete choice experiment.BMC oral health · 2025Article
- Ischemic Stroke Mortality in Type 2 Diabetes in the U.S.: National Trends and Demographic Disparities From 1999 to 2019.Endocrinology, diabetes & metabolism · 2025Article
- Article
- Inpatient preferences among patients with multiple chronic conditions in China: A discrete choice experiment.BMC primary care · 2025Article
- The Ecology of Medical Care in Shanghai: Temporal Trends and International Comparisons.Risk management and healthcare policy · 2025Article
- A determination of patient preferences for China online outpatient follow-up clinics by using discrete choice experiment: an exploratory study.Frontiers in public health · 2025Article
- Urban-rural differences in preferences for traditional Chinese medicine services among chronic disease patients: a discrete choice experiment.BMC complementary medicine and therapies · 2024Article
- Sociodemographic factors impacting the spatial distribution of private dental clinics in major cities of Peoples Republic of China.International dental journal · 2024Article
- Article
- What do Iranians value most when choosing a hospital? Evidence from a discrete choice experiment.PloS one · 2024Article
- Preferences for Physical Examination Service in Community Health Service Center in China: A Discrete Choice Experiment.Patient preference and adherence · 2024Article
- Impact of COVID-19 on patient follow-up during supportive periodontal therapy: a retrospective study based on phone call survey.BMC oral health · 2023Article
- Article
- Factors associated to patients' referral to public or private Covid-19 healthcare centers in Tabriz, Iran.BMC health services research · 2023Article
- Best practices for implementing biosafety inspections in a clinical laboratory: Evidence from a multi-site experimental study.PloS one · 2023Article
- Stated preferences for family doctor contract services: a survey of the rural elderly in Anhui Province, China.BMJ open · 2022Article
- Spatio-temporal monitoring of health facility-level malaria trends in Zambia and adaptive scaling for operational intervention.Communications medicine · 2022Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveFor a long time in China, public hospitals have been the most prominent provider of healthcare. However, recent policy reforms mean the private sector is experiencing rapid development. Thus, the purpose of this study is to detect whether the policies published by the government aimed to improve the quality of healthcare services were catering to patient's preferences. PARTICIPANTS AND
methodsOur work uses dental care as an example of services provided in outpatient setting and takes advantage of a labelled discrete choice experiment with a random sample of respondents from Beijing. Participants were asked to make a choice between four healthcare providers with different attributes. Mixed logit and latent class models were used for the analysis.
resultCare provided by high-level private hospitals and community hospitals were valued RMB154 and 216 less, respectively, than care provided by class A tertiary hospitals, while the most disliked provider was private clinics. This was the most valued attribute of dental care. Respondents also value: lower waiting times, the option to choose their doctor, lower treatment costs, shorter travel times and a clean waiting room. However, when the level of provider was analysed, the prevailing notion that patients in China were always likely to choose public services than private services no longer holds. Four classes of patients with distinct preferences for dental care provider choice were identified, which can partly be explained by age, income, experience and Hukou status-a household registration permit. DISCUSSION: The study to some extent challenged the overwhelming predominance of public healthcare providers in China. The preference heterogeneity we found was relatively large. Our findings are significant for providers in developing more specific services for patients and for policymakers in weighing the pros and cons of future initiatives in medical reform.
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