ArticlePatient preference and adherence2022
Preference to Family Doctor Contracted Service of Patients with Chronic Disease in Urban China: A Discrete Choice Experiment.
Article in Patient preference and adherence, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.
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Who cites it
13 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
- GPs' perceptions of digital technology for behavior change interventions for community-dwelling older adults: a cross-sectional study.Frontiers in public health · 2026Article
- Factors Influencing Healthcare-Seeking Preferences Among Patients in County Medical Consortium in China: A Discrete Choice Experiment.Patient preference and adherence · 2026Article
- Strengthening primary care gatekeeping for healthy aging in China: family doctor contract service and multidimensional health outcomes among older adults.Frontiers in public health · 2026Article
- From Legal Indeterminacy to Risk-Governed Continuity: Operationalizing Risk Governance for China's Family Doctor Contract Services.Risk management and healthcare policy · 2026Article
- Using discrete choice experiment to investigate public preferences for osteoporosis community-level management strategies in China.Journal of bone and mineral metabolism · 2026Article
- Community Hypertension Patients' Preferences for Family Doctor Service Packages in China: A Discrete Choice Experiment.Risk management and healthcare policy · 2026Article
- Preferences of Patients With Tuberculosis for AI-Assisted Remote Health Management: Discrete Choice Experiment.Journal of medical Internet research · 2025Article
- Article
- Preferences for home-based care services during China's long-term care market transition: evidence from a discrete choice experiment.BMC health services research · 2025Article
- Preference for community health services in people with chronic diseases: a discrete choice experiment in China.Frontiers in public health · 2024Article
- Patient views of the good doctor in primary care: a qualitative study in six provinces in China.Global health research and policy · 2023Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: Shanghai is one of the pioneers proposing family doctor contract service (FDCS). However, there is no quantitative research focusing on the Shanghai experience from a demand-side perspective. This study investigated Shanghai chronic patients' relative preferences for FDCS using a discrete choice experiment method. Methods: A face-to-face discrete choice experiment (DCE) was performed to elicit the preference with 300 samples. Attributes and levels were extracted from the literature review and focus group consultation with patients. Seven attributes, follow-up frequency, medicine accessibility, family doctor competency, health management, referral convenience, appointment flexibility, and shared decision-making, were decided. Three levels were attached to each attribute. A mixed logit model was used to evaluate the multiple-choice data. Results: A total of 248 patients completed the survey. Patient valued FDCS medicine accessibility (β=0.57, P < 0.05), and high family doctor competency (β= 0.43, P < 0.05), regular health management activities (β=0.36, P < 0.05), high follow-up frequency (β=0.31, P < 0.05) the most. The good doctor-patient shared decision-making atmosphere (β=0.12, P < 0.05), high referral convenience (β=0.06, P < 0.05) and high appointment flexibility (β=0.04, P < 0.05) are valued as less important. No significant preference heterogeneity was identified for patients with different sociodemographic characteristics. Respondents reported other FDCS needs, including online health consultation, specialist services in local institutes, higher reimbursement rates, free rehabilitation guidance for the disabled and personal health management. Conclusion: This research is the first discrete choice experiment FDCS preference research targeting on Chinese urban population. The results suggested that to increase the quality of FDCS, policy-makers should prioritize follow-up frequency, medicine accessibility, family doctor competency and health management. The service package should consider a higher reimbursement rate and rehabilitation guidance for the disabled if extra health-care resources available. Future FDCS policy should consider stated societal preference and be congruent with it.
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