Economic or Social Returns? A Study of Factors Influencing the Quality of Doctors' Online Services from a Group Perspective
Guo Yushan1, Zhang Jiantong1, Tian Guichao2
1. School of Economics and Management,Tongji University,Shanghai,20092,China; 2. Shanghai Institute of Science and Technology Management,Shanghai,201800,China
Abstract:Online healthcare communities are booming globally and important for safeguarding health and improving telemedicine efficiency.However,the impact of physician economic reward behavior on service quality remains inconclusive and the analysis of social reward behavior and the interaction effect is unexplored.This paper integrates social support and social exchange theories,takes physician-patient communication text and physician behavior data as samples,uses text analysis and fsQCA to explore the linkage effect of physician behavior on service quality and its multiple configurations,and applies a fixed-effects panel model to further validate the interaction effect of two behaviors.The results show that:①A single condition is not necessary for high-quality services,but the linkage of economic and social reward behaviors can form a diverse portfolio of high-quality services with long-term growth effects.②In terms of factor relationships,there is a substitution effect between information and emotional support,and a facilitation effect between information support and service high-quality.③Analysis based on the department heterogeneity shows that there are significant differences in the high-quality pathways among different departments,whose service modes can be classified as fully mature,virtual consultation,offline-led online science and fully developed.This study reveals the synergistic effect of the two behaviors and provides causality-based recommendations for the development of physicians,online healthcare platforms,and AI technology in healthcare.
郭雨姗, 张建同, 田贵超. 经济回报还是社会回报?组态视角下医生在线服务质量影响因素研究[J]. 中国科技论坛, 2025(2): 127-136.
Guo Yushan, Zhang Jiantong, Tian Guichao. Economic or Social Returns? A Study of Factors Influencing the Quality of Doctors' Online Services from a Group Perspective. , 2025(2): 127-136.
[1]李月琳,张秀,王姗姗.社交媒体健康信息质量研究:基于真伪健康信息特征的分析[J].情报学报,2018,37(3):294-304. [2]洪闯,李贺,彭丽徽,等.在线健康咨询平台信息服务质量的物元模型及可拓评价研究[J].数据分析与知识发现,2019,3(8):41-52. [3]周楠,许昕,蔡梦雨.互联网平台企业的成长路径:分类与特点[J].中国科技论坛,2023(12):84-95. [4]中国医生在线问诊行为报告出炉![EB/OL].(2024-01-18)[2024-03-26].https://www.sohu.com/a/www.sohu.com/a/106159625_377329. [5]CHEN S,GUO X,WU T,et al.Exploring the online doctor-patient interaction on patient satisfaction based on text mining and empirical analysis[J].Information Processing & Management,2020,57(5):102253. [6]ZHOU J,ZHANG Q,ZHOU S,et al.Unintended emotional effects of online health communities:A text mining-supported empirical study[J/OL].SSRN Electronic Journal,https://www.ssrn.com/abstract=3394398.DOI:10.2139/ssrn.3394398. [7]LIU X,JIA X.Exploration of the nonlinear relationship between social support and the establishment of long-term doctor-patient relationships:An empirical analysis based on virtual doctor teams[J].International Journal of Medical Informatics,2023,178:105198. [8]陆泉,李易时,陈静,等.在线医疗社区患者择医行为影响因素研究[J].图书情报工作,2019,63(8):87-95. [9]杜运周,李佳馨,刘秋辰,等.复杂动态视角下的组态理论与QCA方法:研究进展与未来方向[J].管理世界,2021,37(3):180-197,12-13. [10]伯努瓦·里豪克斯,查尔斯C.拉金.QCA设计原理与应用:超越定性与定量研究的新方法[M].杜运周,李永发,译.北京:机械工业出版社,2017. [11]孙宁,杜运周,陈凯薇.混合方法研究的原理与设计:以 QCA 与多案例研究的混合为例[J/OL].南开管理评论,https://link.cnki.net/urlid/12.1288.f.20240606.1356.002. [12]DU Y,LIU Q,KIM P H,et al.Riding the waves of change:Using qualitative comparative analysis to analyze complex growth patterns in entrepreneurship[J].Entrepreneurship Theory and Practice,2025,49(1):312-353. [13]郑志国.论双性经济人假设[J].马克思主义研究,2013(9):55-68,160. [14]王刘安.医生在线贡献行为及其与线下诊疗服务的关系研究[D].哈尔滨:哈尔滨工业大学,2019. [15]苏晓艳,马晨辉,朱玉妤.员工的帮助行为——利己还是利他:基于管理者-员工双方归因的响应面分析[J].科学学与科学技术管理,2023,44(2):165-182. [16]曹仙叶,刘咏梅,李佳玲,等.基于信号理论的在线医疗咨询服务购买行为研究[J].图书情报工作,2022,66(24):51-63. [17]郭昊男,刘博言,徐文轩,等.域外“在线健康社区”的经验及其对我国的启示[J].中国医学伦理学,2021,34(10):1338-1341. [18]SWICK H M.Toward a normative definition of medical professionalism[J].Academic Medicine,2000,75(6):612-616. [19]魏洁,杨正玲.患者、医生和系统产生内容对患者择医行为的影响[J].管理科学,2022,35(4):44-56. [20]李旭光,李珊珊,刘一凡,等.综合型社交平台上的在线医疗健康社区中知识互动和情感交互的关系研究[J].情报理论与实践,2021,44(8):103-111. [21]SHUMAKER S A,BROWNELL A.Toward a theory of social support:Closing conceptual gaps[J].Journal of Social Issues,1984,40(4):11-36. [22]YAN L,TAN Y.Feeling blue? Go online:An empirical study of social support among patients[J].Information Systems Research,2014,25(4):690-709. [23]郭爱敏.信息支持对危重病人家属焦虑的影响[J].中国心理卫生杂志,2002(3):154-156. [24]李月琳,王姗姗,阮妹.跨源健康信息搜寻的动机、信息源选择及行为路径[J].情报学报,2021,40(1):77-87. [25]曹仙叶,刘咏梅,刘嘉琪,等.基于ELM的在线医疗患者定向就诊意向研究[J].管理评论,2021,33(7):170-181,215. [26]GODAGER G,WIESEN D.Profit or patients’ health benefit? Exploring the heterogeneity in physician altruism[J].Journal of Health Economics,2013,32(6):1105-1116. [27]李武,李昕,毛远逸.亲社会行为动机视角下公益众筹信息分享行为研究[J].新闻与传播评论,2021,74(2):49-61. [28]周欢,刘嘉,王欢芳,等.复杂网络视角下在线健康平台科普文章知识社团发现研究[J].情报科学,2024,42(2):83-96. [29]杜运周,贾良定.组态视角与定性比较分析(QCA):管理学研究的一条新道路[J].管理世界,2017(6):155-167. [30]张明,杜运周.组织与管理研究中QCA方法的应用:定位、策略和方向[J].管理学报,2019,16(9):1312-1323. [31]WANG R Y.Beyond accuracy:What data quality means to data consumers[J].Journal of Management Information Systems,1996,12(4):5-34. [32]TAUSCZIK Y R,PENNEBAKER J W.The psychological meaning of words:LIWC and computerized text analysis methods[J].Journal of Language and Social Psychology,2010,29(1):24-54. [33]王盼盼,吴志艳,罗继锋.有偿奖励对医生在线健康社区中贡献行为的影响[J].系统管理学报,2022,31(2):343-352. [34]曹仙叶,刘嘉琪.基于服务多样性视角的在线医疗社区患者选择决策行为[J].系统管理学报,2021,30(1):76-87. [35]FISS P C.Building better causal theories:A fuzzy set approach to typologies in organization research[J].Academy of Management Journal,2011,54(2):393-420. [36]ZSCHOCH M A.Configurational comparative methods:Qualitative comparative analysis(QCA)and related techniques[J].Canadian Journal of Political Science,2011,44(3):743-746. [37]何丽.人工智能可以作为置信对象吗?为可信人工智能辩护[J].科学学研究,2023,41(10):1729-1736. [38]HOSSAIN M,QUADDUS M,WARREN M,et al.Are you a cyberbully on social media? Exploring the personality traits using a fuzzy-set configurational approach[J].International Journal of Information Management,2022,66:102537. [39]VERWEIJ S,NOY C.Set-theoretic methods for the social sciences:A guide to qualitative comparative analysis[J].International Journal of Social Research Methodology,2013,16(2):165-169. [40]LI Y,SONG Y,ZHAO W,et al.Exploring the role of online health community information in patients’ decisions to switch from online to offline medical services[J].International Journal of Medical Informatics,2019,130:103951. [41]汪琛,孙启贵,徐飞.基于价值嵌入的医疗人工智能伦理规制研究[J].中国科技论坛,2022(8):172-180.