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基于元分析结构方程模型的社交媒体隐私悖论影响因素研究

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[目的/意义]社交媒体平台中存在的隐私悖论现象逐渐引起学者重视,本文通过分析文献、重构理论模型,讨论现有实证研究中隐私悖论影响因素不一致的现象.[方法/过程]使用元分析结构方程模型方法,首先筛选国内外社交媒体平台隐私悖论相关实证研究,纳入 50 篇文献,进行异质性检验、发表偏倚检验、效应值分析和调节变量分析;然后根据相关系数矩阵进行结构方程分析.[结果/结论]不同性别、样本群体、文化背景下社交媒体用户的隐私关注与隐私披露存在调节效应;隐私关注对隐私披露存在显著负向影响,感知风险、感知收益、自我效能对隐私关注与隐私披露均有显著影响,信任仅对隐私披露存在显著影响.
Research on the Influencing Factors of Social Media Privacy Paradoxes Based on Meta-analytic Structural Equation Model
[Purpose/significance]The phenomenon of privacy paradox in social media platforms has gradually attracted the atten-tion of scholars.By analyzing the literature and reconstructing the theoretical model,this paper discusses the inconsistency of influencing factors of privacy paradox in the existing empirical studies.[Method/process]Using the meta-analysis structural equation model meth-od,first of all,the paper screens the empirical studies related to the privacy paradox of social media platforms at home and abroad,in-cludes 50 pieces of literature,and carries out the heterogeneity test,the publication bias test,the effect value analysis and moderationg variable analysis.Then it carries out the structural equation analysis based on the correlation coefficient matrix.[Result/conclusion]There is a moderating effect on the privacy concern and privacy disclosure of social media users under different genders,sample groups and cultural backgrounds;privacy concern has a significant negative impact on privacy disclosure.Perceived risk,perceived benefit and self-efficacy have a significant impact on privacy concern and privacy disclosure.Trust only has a significant impact on privacy disclo-sure.

social mediaprivacy paradoxmeta-analytic structural equation modelinfluencing factor

张钊瑀、朱轩民

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贵州财经大学信息学院 贵州贵阳 550025

社交媒体 隐私悖论 元分析结构方程模型 影响因素

2024

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福建省科技情报学会,福建省科技信息研究所

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CHSSCD
影响因子:0.52
ISSN:1005-8095
年,卷(期):2024.(9)