Liang Lin
Business School, Central South University, Changsha, China.
Xiangya Hospital, Central South University, Changsha, China.
Front Public Health. 2025 Feb 28;13:1535218. doi: 10.3389/fpubh.2025.1535218. eCollection 2025.
The function of the internet medical platform has expanded from online consultation to offline diagnosis and treatment appointment, forming a complete service process combining online and offline, improving the patient's medical experience and promoting the transfer of online trust to offline. However, the existing studies pay insufficient attention to the dynamic and multi-stage characteristics of online medical trust, especially the lack of in-depth discussion on the trust transfer of patients from online to offline.
This study builds a patient trust transfer model based on relevant theories, and analyzes the influence mechanism of online reputation feedback on patients' online and offline trust combined with text mining technologies such as sentiment analysis. The research adopts the multi-dimensional analysis method, comprehensively considers the online and offline scenarios, and reveals the key drivers of trust transfer through large-scale data analysis.
The study found that doctors' online reputation feedback and interaction quality were important factors affecting patients' trust transfer. Positive online interaction and high-quality reputation feedback significantly enhanced patient trust and promoted the transfer of online trust to offline. The trust transfer process is dynamic and multi-stage, and the influencing factors of different stages are different. The study also revealed the significant difference in trust mechanism between online medicine and traditional medicine.
This study revealed the formation and transfer mechanism of trust in online health care by building a trust transfer model, filling the gap in related research. The results provide practical guidance for the online medical platform to optimize the service process and enhance the trust of patients. In the future, we can further explore the trust transfer mechanism under different cultural backgrounds to promote the globalization of Internet medicine.
互联网医疗平台的功能已从在线咨询扩展到线下诊疗预约,形成了一个线上与线下相结合的完整服务流程,提升了患者的就医体验,并促进了线上信任向线下的转移。然而,现有研究对在线医疗信任的动态性和多阶段特征关注不足,尤其是缺乏对患者从线上到线下信任转移的深入探讨。
本研究基于相关理论构建了患者信任转移模型,并结合情感分析等文本挖掘技术,分析了在线声誉反馈对患者线上和线下信任的影响机制。研究采用多维度分析方法,综合考虑线上和线下场景,通过大规模数据分析揭示信任转移的关键驱动因素。
研究发现医生的在线声誉反馈和互动质量是影响患者信任转移的重要因素。积极的线上互动和高质量的声誉反馈显著增强了患者信任,并促进了线上信任向线下的转移。信任转移过程是动态的、多阶段的,不同阶段的影响因素各不相同。研究还揭示了在线医疗与传统医疗在信任机制上的显著差异。
本研究通过构建信任转移模型揭示了在线医疗保健中信任的形成和转移机制,填补了相关研究的空白。研究结果为在线医疗平台优化服务流程、增强患者信任提供了实践指导。未来,可以进一步探索不同文化背景下的信任转移机制,以推动互联网医疗的全球化。