{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T22:48:03Z","timestamp":1782427683468,"version":"3.54.5"},"reference-count":99,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2024,6,17]],"date-time":"2024-06-17T00:00:00Z","timestamp":1718582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Jiangsu Provincial Social Science Youth Project","award":["23GLC025"],"award-info":[{"award-number":["23GLC025"]}]},{"name":"Jiangsu Provincial Social Science Youth Project","award":["23KJB630010"],"award-info":[{"award-number":["23KJB630010"]}]},{"name":"Jiangsu Provincial Social Science Youth Project","award":["23QNPY010"],"award-info":[{"award-number":["23QNPY010"]}]},{"name":"The Basic Scientific Research General Project of Colleges and Universities in Jiangsu Province","award":["23GLC025"],"award-info":[{"award-number":["23GLC025"]}]},{"name":"The Basic Scientific Research General Project of Colleges and Universities in Jiangsu Province","award":["23KJB630010"],"award-info":[{"award-number":["23KJB630010"]}]},{"name":"The Basic Scientific Research General Project of Colleges and Universities in Jiangsu Province","award":["23QNPY010"],"award-info":[{"award-number":["23QNPY010"]}]},{"name":"Young Teachers Research and Training Project of Nanjing Audit University","award":["23GLC025"],"award-info":[{"award-number":["23GLC025"]}]},{"name":"Young Teachers Research and Training Project of Nanjing Audit University","award":["23KJB630010"],"award-info":[{"award-number":["23KJB630010"]}]},{"name":"Young Teachers Research and Training Project of Nanjing Audit University","award":["23QNPY010"],"award-info":[{"award-number":["23QNPY010"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JTAER"],"abstract":"<jats:p>Despite the popularity of AI-oriented e-commerce live-streaming, the service failures that can result from real-time interaction and instant transactions have not been taken seriously. This study aims to assess the failure of AI-oriented live-streaming e-commerce services and help retailers identify various risks. Based on expectancy disconfirmation theory and a stressor\u2013strain\u2013outcome framework, this study identified a comprehensive framework including information, functional, system, interaction, and aesthetic failures. The structural equation modeling (SEM) method is used to further examine its effect on consumers\u2019 discontinuance behavior. Further research reveals the mediating role of consumer disappointment and emotional exhaustion, as well as the moderating role of the live-streaming platform type. These results shed light on the negative influence of AI-oriented live-streaming e-commerce service failures and contribute to the literature on live-streaming commerce, service failure, and virtual streamers.<\/jats:p>","DOI":"10.3390\/jtaer19020077","type":"journal-article","created":{"date-parts":[[2024,6,18]],"date-time":"2024-06-18T03:42:06Z","timestamp":1718682126000},"page":"1580-1598","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":45,"title":["Impact of AI-Oriented Live-Streaming E-Commerce Service Failures on Consumer Disengagement\u2014Empirical Evidence from China"],"prefix":"10.3390","volume":"19","author":[{"given":"Yuhong","family":"Peng","sequence":"first","affiliation":[{"name":"Department of Marketing, School of Economics and Management, Southwest Jiaotong University, Chengdu 610031, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yedi","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Marketing, School of Economics and Management, Southwest Jiaotong University, Chengdu 610031, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingpeng","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Marketing, School of Economics and Management, Southwest Jiaotong University, Chengdu 610031, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qiang","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Marketing, School of Business, Nanjing Audit University, Nanjing 211815, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2024,6,17]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Gao, J., Zhao, X., Zhai, M., Zhang, D., and Li, G. 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