现代情报2025，Vol.45Issue(8)：43-56,14.DOI:10.3969/j.issn.1008-0821.2025.08.004
逃离还是困陷?智能算法推荐下短视频用户信息茧房突破的心理动因
Escaping or Trapped?Unraveling the Psychological Motivations of Short Video Users to Break Free From Information Cocoons Under Intelligent Algorithmic Recommendations
摘要
Abstract
[Purpose/Significance]This study investigates the factors and internal mechanisms influencing users' breakthrough intention regarding information cocoons under intelligent algorithm recommendations in short-video platforms,aiming to provide strategic suggestions for platforms to help users transcend information cocoons.[Method/Process]Draw-ing upon the Cognition-Affect-Conation(CAC)theoretical framework and the theory of ambivalent attitudes,the study constructed a model examining factors affecting users' breakthrough intention from information cocoons.Empirical analysis was conducted through questionnaire surveys and Partial Least Squares Structural Equation Modeling(PLS-SEM),while multi-group analysis was employed to explore the differential effects across short-video content types.[Result/Conclusion]Perceived control reduces users' breakthrough intention by enhancing flow experience and decreasing psychological react-ance.Perceived information homogeneity generates ambivalent attitudes,simultaneously decreasing and increasing break-through intention.Perceived information overload intensifies psychological reactance,thereby promoting breakthrough inten-tion.Significant differences exist in users' emotional experiences and breakthrough intention between hedonic and utilitarian video content.关键词
信息茧房/智能算法推荐/突破意愿/CAC理论/矛盾态度Key words
information cocoons/intelligent algorithm recommendations/breakthrough intention/Cognition-Affect-Conation theory/ambivalent attitudes分类
社会科学引用本文复制引用
乐承毅,张金萍,王子鑫,陈涛..逃离还是困陷?智能算法推荐下短视频用户信息茧房突破的心理动因[J].现代情报,2025,45(8):43-56,14.基金项目
国家自然科学基金项目"开放式创新下企业-用户知识在线互动与知识共创研究"(项目编号:72161013) （项目编号:72161013）
浙江省高校重大人文社会科学攻关计划项目资助"社交媒体平台用户隐私披露行为及治理研究"(项目编号:2024QN035) （项目编号:2024QN035）
国家自然科学基金青年项目"资源稀缺对消费者算法信任的影响机理研究"(项目编号:32400911). （项目编号:32400911）
