ArticleFrontiers in public health2022
Patients' choice preferences for specialist outpatient online consultations: A discrete choice experiment.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 10 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
10 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
- Factors Influencing Healthcare-Seeking Preferences Among Patients in County Medical Consortium in China: A Discrete Choice Experiment.Patient preference and adherence · 2026Article
- Online health information seeking preferences among pregnant women: a discrete choice experiment.Frontiers in public health · 2026Article
- Developing Attributes and Levels for a Discrete Choice Experiment on Internet Hospital Service Preferences Among Chinese Patients with Chronic Diseases: A Mixed-Methods Study.Patient preference and adherence · 2026Article
- Resident Preferences for Telemedicine Services in China in the Digital Health Era: Mixed Methods Study.Journal of medical Internet research · 2025Article
- Perceptions of Telemedicine Among Physical Medicine and Rehabilitation Patients and Healthcare Providers.American journal of physical medicine & rehabilitation · 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
- Development prospects of "Internet + medical and health services" in Shandong: application status and public acceptance.Frontiers in public health · 2025Article
- The Relationship Between Static Characteristics of Physicians and Patient Consultation Volume in Internet Hospitals: Quantitative Analysis.JMIR formative research · 2024Article
- Public preferences for online medical consultations in China: a discrete choice experiment.Frontiers in public health · 2023Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Internet hospitals are multiplying with solid support from the Chinese government. In internet hospitals, specialist outpatient online consultations (SOOC) are the primary services. However, the acceptance and utilization rates of this service are still low. Thus, the study of patients' choice preferences for SOOC is needed. Objective: To analyze the choice preference of patients' SOOC Methods: Results: From high to low, patients' willingness to pay (WTP) for the attributes of SOOC is as follows: doctors' recommendation rate ( Conclusion: Both price and nonprice attributes influence the choice preference of SOOC for patients. Among them, patients are more inclined to choose SOOC when doctors highly recommend it, when it is convenient to apply, when medical insurance increases by 10%, and when disease severity is mild. The current findings show the government and medical institutions formulate auxiliary policies and welfare strategies by clarifying core attributes and adjusting the levels of different attributes to improve patients' acceptance of SOOC. The utility of SOOC and the further development of internet hospitals are radically promoted.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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 OpenQuestion graph.