基于元分析的AIGC服务接受度影响因素研究OACHSSCD
Research on the Influencing Factors of AIGC Service Acceptance Based on Meta-Analysis
[目的/意义]现有研究显示,来自技术、用户和环境不同层面的因素对AIGC服务接受度的影响存在差距,本文基于前人实证研究进行定量化的文献综述分析,对全面厘清AIGC服务接受度的影响机理,为各类应用主体科学制定战略规划、管理决策与服务优化方案具有重要参考价值.[方法/过程]采用元分析方法,基于171篇文献,探究上述3个层面29个因素对AIGC服务接受度的影响,并从用户接受度类型、情境因素和测量因素的角度分析AIGC服务接受度与影响因素间存在异质性的原因.[结果/结论]结果表明,技术层面"有用性"、用户层面"AI应用、态度"和环境层面"匹配度、组织效能"与AIGC服务接受度之间有高度的正相关关系;"易用性、使用动机、便利条件"等19个变量具有中等的正相关关系,技术层面"拟人化"和用户层面"个人特质、伦理意识"有弱正相关关系;接受类型、态度类型、使用类型、AIGC应用领域、AI类型、文献类型、国家文化和发表年份对变量间关系具有调节作用.
[Purpose/Significance]The effect between AIGC service acceptance and factors from technical,user,and environmental perspectives remains inconsistent.These inconsistencies hinder a deeper understanding of the underlying acceptance mechanisms regarding the complexity of AIGC service.Furthermore,few studies provide reasonable analysis or explanation for these discrepancies,particularly concerning the regulatory role of potential moderating variables.This paper conducts a systematic quantitative literature review and meta-analysis of relevant primary studies.The findings hold significant reference value for clarifying the influence mechanisms of AIGC service acceptance,resolving theoretical contro-versies,and supporting various stakeholders in formulating strategic plans,management decisions,and service optimiza-tion schemes.[Method/Process]This study adopted meta-analysis as the core research method.This paper systematically retrieved Chinese and English literature on AIGC service acceptance from core academic databases published before April 1,2025.Based on strict inclusion and exclusion criteria,this paper obtained 171 valid primary studies suitable for meta-analysis.This study coded 182 independent samples which include 943 effect sizes of coefficient.The Analysis used CMA V3.3 software to examine the overall impact of 29 key factors across three dimensions—technology,user,and environment—on AIGC service acceptance.This paper further investigated the sources of heterogeneity in these relationships from the perspectives of user acceptance type,contextual factors,and measurement factors.[Result/Conclusion]The results indi-cate that usefulness(technical dimension),AI application and attitude(user dimension),and fitness and organizational effectiveness(environmental dimension)demonstrate the strongest positive correlations with AIGC service acceptance,identifying them as core drivers of user acceptance.Nineteen variables,such as ease of use,usage motivation,facilitating conditions,and other influencing factors show moderate positive correlations with the acceptance of AIGC services.In con-trast,anthropomorphism(technical dimension)and personal traits and ethical awareness(user dimension)have weak posi-tive correlations with this acceptance.Eight moderating variables—namely acceptance type,attitude type,usage type,AIGC application field,AI type,literature type,national culture,and publication year—exert significant moderating effects on the relationships between the influencing factors and AIGC service acceptance.This study integrates and expands theories related to AIGC service acceptance,effectively reconciles inconsistent conclusions in prior research,explains the root causes of these inconsistencies,and provides a solid theoretical foundation for the precise operation,mana-gement,and high-quality development of AIGC services.
卢新元;段雅芳;伍琪;卢泉
华中师范大学信息管理学院,湖北 武汉 430079||华中师范大学湖北省电子商务研究中心,湖北 武汉 430079华中师范大学信息管理学院,湖北 武汉 430079华中师范大学信息管理学院,湖北 武汉 430079湖北工业大学经济与管理学院,湖北 武汉 430068
社会科学
AIGC服务服务接受影响因素元分析调节效应分析
AIGC serviceservice acceptanceinfluencing factorsmeta-analysismoderation effect analysis
《现代情报》 2026 (10)
115-132,18
国家社会科学基金重点项目"数智时代下AIGC服务模式及生态治理研究"(项目编号:23AGL040).
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