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Internet Users’ Valuation of Enhanced Data Protection on Social Media: Which Aspects of Privacy Are Worth the Most?

机译:互联网用户对社交媒体上增强数据保护的评估:隐私的哪个方面最有价值?

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摘要

As the development of the Internet and social media has led to pervasive data collection and usage practices, consumers’ privacy concerns have increasingly grown stronger. While previous research has investigated consumer valuation of personal data and privacy, only few studies have investigated valuation of different privacy aspects (e.g., third party sharing). Addressing this research gap in the literature, the present study explores Internet users’ valuations of three different privacy aspects on a social networking service (i.e., Facebook), which are commonly captured in privacy policies (i.e., data collection, data control, and third party sharing). A total of 350 participants will be recruited for an experimental online study. The experimental design will consecutively contrast a conventional, free-of-charge version of Facebook with four hypothetical, privacy-enhanced premium versions of the same service. The privacy-enhanced premium versions will offer (1) restricted data collection on side of the company; (2) enhanced data control for users; and (3) no third party sharing, respectively. A fourth premium version offers full protection of all three privacy aspects. Participants’ valuation of the privacy aspects captured in the premium versions will be quantified measuring willingness-to-pay. Additionally, a psychological test battery will be employed to examine the psychological mechanisms (e.g., privacy concerns, trust, and risk perceptions) underlying the valuation of privacy. Overall, this study will offer insights into valuation of different privacy aspects, thus providing valuable suggestions for economically sustainable privacy enhancements and alternative business models that are beneficial to consumers, businesses, practitioners, and policymakers, alike.
机译:随着Internet和社交媒体的发展导致了无处不在的数据收集和使用习惯,消费者对隐私的担忧越来越强烈。虽然先前的研究已经调查了消费者对个人数据和隐私的评估,但是只有很少的研究研究了不同隐私方面的评估(例如,第三方共享)。针对文献中的研究空白,本研究探讨了互联网用户对社交网络服务(即Facebook)上三个不同隐私方面的评估,这些评估通常在隐私策略(即数据收集,数据控制和第三者)中得到体现。聚会共享)。总共将招募350名参与者进行在线实验研究。实验性设计将连续对比传统的免费版Facebook和同一服务的四个假设性的,增强隐私性的高级版。增强隐私的高级版本将提供(1)公司方面的受限数据收集; (2)加强对用户的数据控制; (3)没有第三方共享。第四个高级版本提供对所有三个隐私方面的全面保护。参与者对高级版本中捕获的隐私方面的评估将通过衡量支付意愿进行量化。另外,将使用心理测试电池来检查作为隐私评估基础的心理机制(例如,隐私问题,信任和风险感知)。总体而言,本研究将提供有关不同隐私方面评估的见解,从而为经济上可持续的隐私增强和有益于消费者,企业,从业人员和政策制定者的替代业务模型提供有价值的建议。

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