ArticleBMJ open2021
Preferences for healthcare services among hypertension patients in China: a discrete choice experiment.
Article in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Evolving Landscape of Discrete Choice Experiments in Health Economics: A Systematic Review.PharmacoEconomics · 2025Pooled it
- Preference for inpatient services among the unemployed with multi-chronic conditions: a discrete choice experiment.BMC health services research · 2026Article
- Patient Priorities for Coverage of New Antihypertensive Drugs: A Discrete Choice Experiment in China.Patient preference and adherence · 2026Article
- Community Hypertension Patients' Preferences for Family Doctor Service Packages in China: A Discrete Choice Experiment.Risk management and healthcare policy · 2026Article
- Inpatient preferences among patients with multiple chronic conditions in China: A discrete choice experiment.BMC primary care · 2025Article
- Impact of expected blood pressure reduction on patient preferences for pharmaceutical and renal denervation treatment.Journal of hypertension · 2025Article
- Discrete choice modelling of hypertension patients' preferences for attributes of a public medical facility in Ibadan, Nigeria.BMC health services research · 2025Article
- Preferences for public health insurance coverage of new anticancer drugs: a discrete choice experiment among non-small cell lung cancer patients in China.BMC public health · 2025Article
- An evaluation of outpatient satisfaction in Chinese tertiary hospitals from a patient-centered perspective: a cross-sectional study.Frontiers in public health · 2025Article
- Client preferences in noncommunicable diseases management in Australia: A scoping review.PLOS global 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
- Preferences for Living Arrangements in Dementia: A Discrete Choice Experiment.PharmacoEconomics - open · 2024Article
- Construction and Scale Development of Willingness to Utilize Primary Care Services: A Study from China.Risk management and healthcare policy · 2023Article
- Factors Associated with Outpatient Satisfaction in Provincial Tertiary Hospitals in Nanchang, China: A Structural Equation Modeling Approach.International journal of environmental research and public health · 2022Article
- Healthcare preferences of the general Chinese population in the hierarchical medical system: A discrete choice experiment.Frontiers in public health · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesOur study aimed to support evidence-informed policy-making on patient-centred care by investigating preferences for healthcare services among hypertension patients.
designWe identified six attributes of healthcare services for a discrete choice experiment (DCE), and applied Bayesian-efficient design with blocking techniques to generate choice sets. After conducting the DCE, we used a mixed logit regression model to investigate patients' preferences for each attribute and analysed the heterogeneities in preferences. Estimates of willingness to pay were derived from regression coefficients.
settingThe DCE was conducted in Jiangsu province and Shanghai municipality in China.
participantsPatients aged 18 years or older with a history of hypertension for at least 2 years and who took medications regularly were recruited.
resultsPatients highly valued healthcare services that produced good treatment effects (β=4.502, p<0.001), followed by travel time to healthcare facilities within 1 hour (β=1.285, p<0.001), and the effective physician-patient communication (β=0.771, p<0.001). Continuity of care and minimal waiting time were also positive predictors (p<0.001). However, the out-of-pocket cost was a negative predictor of patients' choice (β=-0.168, p<0.001). Older adults, patients with good health-related quality of life, had comorbidities, and who were likely to visit secondary and tertiary hospitals cared more about favourable effects (p<0.05). Patients were willing to pay ¥2489 (95% CI ¥2013 to ¥2965) as long as the clinical benefits gained were substantial.
conclusionsOur findings highlight the importance of effective, convenient, efficient, coordinated and patient-centred care for chronic diseases like hypertension. Policy-makers and healthcare providers are suggested to work on aligning the service provision with patients' preferences.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.