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公众对中国在线医疗咨询的偏好:一项离散选择实验。

Public preferences for online medical consultations in China: a discrete choice experiment.

机构信息

The Research Center of National Drug Policy and Ecosystem, China Pharmaceutical University, Nanjing, China.

出版信息

Front Public Health. 2023 Dec 13;11:1282387. doi: 10.3389/fpubh.2023.1282387. eCollection 2023.

Abstract

BACKGROUND

Online medical consultation (OMC) is significant to promote the utilization and accessibility of healthcare resources and save time on consultation. However, the usage and public acceptance rates of it are still low in China. Meanwhile, few studies have focused on consumers' demand of OMC services. This study aims to identify attributes that influence users' preference for OMC services, quantify the value of these characteristics, and compare their relative importance.

METHODS

A nationwide discrete choice experiment was conducted to survey Chinese residents' preference choices for six attributes of OMC services. Conditional logit model and mixed logit model were used to analyze respondents' preference. Willingness to pay and heterogeneity were estimated by the mixed logit model.

RESULTS

A total of 856 respondents completed the study, and 668 questionnaires passed the consistency test. All of 6 attributes in the study were statistically significant except for "Doctor's professional title - Associate Senior." When choosing OMC services, respondents preferred to spend as little time and money as possible on a large online medical platform to consult a high-rated physician with a senior title from a well-known Grade-A tertiary hospital. Besides, respondents valued doctor's evaluation score most and were willing to pay ¥107 to obtain the services of higher-scored doctors.

CONCLUSION

The study measured Chinese residents' preferences for six attributes of OMC and showed the heterogeneity of attributes among subgroups. Our findings suggested that OMC services providers should reduce the customers' waiting time, improve the quality of services and enhance professional skills to meet the customers' requirements. More research on preferences for OMC needs to be conducted in China, especially for key populations such as patients with chronic diseases.

摘要

背景

在线医疗咨询(OMC)对于促进医疗资源的利用和可及性以及节省咨询时间具有重要意义。然而,在中国,它的使用率和公众接受率仍然很低。同时,很少有研究关注消费者对 OMC 服务的需求。本研究旨在确定影响用户对 OMC 服务偏好的属性,量化这些特征的价值,并比较它们的相对重要性。

方法

进行了一项全国性的离散选择实验,以调查中国居民对 OMC 服务的六个属性的偏好选择。使用条件逻辑回归模型和混合逻辑回归模型分析受访者的偏好。通过混合逻辑回归模型估计支付意愿和异质性。

结果

共有 856 名受访者完成了研究,其中 668 份问卷通过了一致性测试。研究中的所有 6 个属性都是统计学上显著的,除了“医生的职称-副主任医师”。在选择 OMC 服务时,受访者倾向于在大型在线医疗平台上花费尽可能少的时间和金钱,以咨询来自知名三甲医院的高级职称的高评级医生。此外,受访者最看重医生的评价得分,愿意支付 107 元获得评分较高的医生的服务。

结论

本研究测量了中国居民对 OMC 六个属性的偏好,并显示了属性在亚组之间的异质性。研究结果表明,OMC 服务提供商应减少客户的等待时间,提高服务质量,增强专业技能,以满足客户的需求。中国需要对 OMC 的偏好进行更多研究,特别是针对慢性病等关键人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c596/10773767/cf139bf072c1/fpubh-11-1282387-g001.jpg

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