{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T05:24:07Z","timestamp":1787203447908,"version":"build-2736575974"},"reference-count":188,"publisher":"MDPI AG","issue":"8","license":[{"start":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:00:00Z","timestamp":1787011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72374171"],"award-info":[{"award-number":["72374171"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"award":["72374171"],"award-info":[{"award-number":["72374171"]}],"id":[{"id":"https:\/\/ror.org\/01h0zpd94","id-type":"ROR","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012456","name":"National Social Science Foundation of China","doi-asserted-by":"publisher","award":["22bxw047"],"award-info":[{"award-number":["22bxw047"]}],"id":[{"id":"10.13039\/501100012456","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Teaching reform project of high-quality graduate students in Sichuan Province in 2025","award":["YJGXM25-C113"],"award-info":[{"award-number":["YJGXM25-C113"]}]},{"name":"The Quality Project of Graduate Education of Xihua University","award":["YJG 202533"],"award-info":[{"award-number":["YJG 202533"]}]},{"award":["YJG 202533"],"award-info":[{"award-number":["YJG 202533"]}],"id":[{"id":"https:\/\/ror.org\/04gwtvf26","id-type":"ROR","asserted-by":"publisher"}]},{"name":"The Graduate Science and Technology Competition Project of Xihua University","award":["YK 20240273"],"award-info":[{"award-number":["YK 20240273"]}]},{"award":["YK 20240273"],"award-info":[{"award-number":["YK 20240273"]}],"id":[{"id":"https:\/\/ror.org\/04gwtvf26","id-type":"ROR","asserted-by":"publisher"}]},{"name":"The 2025 Postgraduate &quot;Seedling Program&quot; Supported Project of Xihua university","award":["RC2500001530"],"award-info":[{"award-number":["RC2500001530"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Behav. Sci.","Behavioral Sciences"],"abstract":"<jats:p>AI-generated reviews have become a core tool for hotel booking platforms in assisting user decision-making, yet existing research has not systematically explored the emotional tendencies of GAI reviews or the potential mechanisms by which temporal disclosure influences user decisions. This study integrates the Information Adoption Model (IAM) and the Elaboration Likelihood Model (ELM), incorporates the affordance perspective of GAI, employs a 2 \u00d7 2 experimental design (temporal disclosure \u00d7 review valence), analyzes sample data from 649 travelers, and conducts empirical analysis using Partial Least Squares Structural Equation Modeling (PLS-SEM). Results demonstrate that temporal disclosure significantly enhances cognitive involvement; the effect of review valence on cognitive involvement is moderated by GAI affordance\u2014high GAI affordance mitigates the inhibitory impact of positive reviews on cognitive involvement; empathy toward GAI information does not directly reduce psychological distance to hotels but operates indirectly through full mediation via psychological distance to GAI; psychological distance to GAI also indirectly influences booking intent via full mediation through psychological distance to the hotel. This study elucidates the mechanisms linking the emotional characteristics of AI-generated reviews with the impact of temporal disclosure on traveler decision-making, supplements theoretical frameworks for consumer decision-making in AI contexts, expands the IAM for AI applications, and provides empirical evidence and practical recommendations for optimizing GAI review presentation strategies on booking platforms.<\/jats:p>","DOI":"10.3390\/bs16081417","type":"journal-article","created":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T13:11:57Z","timestamp":1787058717000},"page":"1417","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["How GAI Shapes Travelers\u2019 Booking Decisions: The Influence of Source Disclosure and Valence of Creative Reviews"],"prefix":"10.3390","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7662-7761","authenticated-orcid":false,"given":"Rui","family":"Chen","sequence":"first","affiliation":[{"name":"Research Institute of International of Economics and Management, Xihua University, Chengdu 610039, China"},{"name":"School of Literature and Journalism, Xihua University, Chengdu 610039, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-1920-100X","authenticated-orcid":false,"given":"Hao","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Literature and Journalism, Xihua University, Chengdu 610039, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoying","family":"Qiao","sequence":"additional","affiliation":[{"name":"School of Literature and Journalism, Xihua University, Chengdu 610039, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,8,18]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1366","DOI":"10.1080\/02650487.2021.1982529","article-title":"AI-powered recommendations: The roles of perceived similarity and psychological distance on persuasion","volume":"40","author":"Ahn","year":"2021","journal-title":"International Journal of Advertising"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"104911","DOI":"10.1016\/j.jretconser.2026.104911","article-title":"How AI-generated review summary transparency shapes online purchase intention: The dual mediating roles of perceived diagnosticity and algorithm trust","volume":"93","author":"Alkhofaily","year":"2026","journal-title":"Journal of Retailing and Consumer Services"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"510","DOI":"10.1108\/JSTP-04-2025-0124","article-title":"How consumers perceive and react to AI-chatbots in service recovery: The serial mediating role of mind perception and psychological distance","volume":"36","author":"Alsaid","year":"2026","journal-title":"Journal of Service Theory and Practice"},{"key":"ref_4","unstructured":"Amazon (2023). 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