首页|期刊导航|现代情报|即时反馈总是更好吗?隐私反馈即时性对隐私增强服务使用的双重影响研究

即时反馈总是更好吗?隐私反馈即时性对隐私增强服务使用的双重影响研究OACHSSCD

Is Immediate Feedback Always Better?A Study on the Dual Impact of Immediate Privacy Feedback on the Use of Privacy-Enhancing Services

中文摘要英文摘要

[目的/意义]隐私增强服务逐渐发展为平衡隐私安全与数据效用的关键措施,但其实际使用率很低.从隐私反馈时机视角探究其对用户隐私增强服务使用的影响、机理和边界,对于丰富隐私增强研究理论视角、优化隐私增强交互设计、兼顾数据流通与治理具有重要意义.[方法/过程]基于目标冲突理论框架,整合保护动机和感知侵入性双重理论视角,构建隐私反馈即时性对隐私增强服务使用的影响机理模型,通过情景实验进行实证检验.[结果/结论]即时隐私反馈对用户的隐私增强服务使用具有"双刃剑效应",虽然提高了用户对隐私增强的应对评估,但同时也引发更高的感知侵入性,两条路径共同影响用户使用.服务情境调节了两条路径的作用强度,使得即时隐私反馈在实用与享乐情境中产生相反的影响.

[Purpose/Significance]Privacy-enhancing technologies(PETs)have emerged as a crucial tool for balancing user privacy and data utility.However,their adoption remains limited,largely due to the inherent intangibility and unverifiability of privacy protection,which hinders users'real-time perception and valuation of PETs'efficacy during interaction.Immediate feedback,typically presented as real-time prompts showcasing protective actions,is posited as a potential solution to make protection tangible.Nevertheless,prior research on feedback timing presents inconsistent findings and is predominantly confined to single-task contexts.A critical gap exists in understanding how feedback timing ope-rates within the more prevalent and complex multi-task scenario,where PETs interaction typically occurs as a secondary task nested within primary activities such as shopping or entertainment.The paper aims to bridge this gap by investigating the dual impact of privacy feedback immediacy on the use of privacy-enhancing services,along with the underlying mecha-nisms and boundary conditions.[Method/Process]Grounded in goal conflict theory,the study integrated protection motiva-tion theory and perceived intrusiveness to construct a dual-path model.This model was empirically tested through a scenario-based experiment.The study recruited 147 participants from a public university in China.After excluding four participants who failed attention checks,the study obtained 143 valid responses for analysis.Data were analyzed using R(version 4.3.2),primarily employing the bruceR package to test the proposed mediation and moderation effects.[Result/Conclusion]The findings reveal that immediate privacy feedback has a"double-edged sword"effect on user adoption of privacy-enhancing services.While it enhances users'coping appraisal of privacy protection,it simultaneously triggers a higher level of perceived intrusiveness.These two paths jointly influence user adoption of the service.Moreover,the ser-vice context significantly moderates the strength of these two pathways,leading to opposite effects in utilitarian versus hedonic contexts.The paper makes several important contributions to the literature.First,it introduces a novel user inter-action perspective to the study of PET adoption,specifically focusing on the timing of privacy feedback as a key determi-nant,which enriches the literature on influencing factors of PETs adoption.Second,this study extends the research on feedback provision from the universally focused single-task setting to a multi-task scenario,thereby broadening the appli-cability boundary of privacy feedback timing and providing a new explanatory perspective for understanding the mechanism of feedback timing in complex multi-task contexts.Finally,by introducing utilitarian and hedonic service contexts,the research identifies boundary conditions that influence the efficacy of immediate privacy feedback.Furthermore,the paper offers practical recommendations for organizations to optimize the interactive design of privacy-enhancing services,which would help enterprises promote privacy-enhancing services more effectively and foster a healthy privacy protection environment.

王求真;吴奉凡;马达;刘奕辰;彭希羡

浙江大学管理学院,浙江 杭州 310058||浙江大学神经管理学实验室,浙江 杭州 310058浙江大学管理学院,浙江 杭州 310058||浙江大学神经管理学实验室,浙江 杭州 310058电子科技大学经济与管理学院,四川 成都 611731浙江大学管理学院,浙江 杭州 310058||浙江大学神经管理学实验室,浙江 杭州 310058浙江大学管理学院,浙江 杭州 310058||浙江大学神经管理学实验室,浙江 杭州 310058

社会科学

隐私增强服务隐私反馈即时性应对评估感知侵入性服务情境

privacy-enhancing servicesimmediate privacy feedbackcoping appraisalperceived intrusivenessservice context

《现代情报》 2026 (7)

55-70,16

国家自然科学基金面上项目"移动环境下隐私增强推送设置与用户隐私付费决策研究:基于认知神经科学方法"(项目编号:72071177)国家自然科学基金面上项目"社交聊天机器人记忆设计对用户自我披露的影响研究:行为和神经生理视角"(项目编号:72571244)中央高校基本科研业务费项目"信息框架对用户隐私决策影响机理研究——基于认知神经科学视角"(项目编号:ZYGX2025WXJ004).

10.3969/j.issn.1008-0821.2026.07.005

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