Understanding social media users’ privacy-protection behaviors

IF 1.6 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Information and Computer Security Pub Date : 2021-11-17 DOI:10.1108/ics-07-2021-0099
L. Baker-Eveleth, Robert Stone, Daniel M. Eveleth
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Abstract

Purpose This study aims to identify the roles that privacy experiences and social media use play in influencing privacy-protection behaviors. As social media use expands in terms of the number of users and functionality; it is important to understand social media user privacy-protection behaviors and the users’ psychological underpinnings driving those behaviors. Among these, perceptions are the users’ evaluation of their privacy concerns and data sharing benefits inherent in social media use which influence the users’ behaviors to protect their privacy. Design/methodology/approach To research these issues, a theoretical model and hypotheses were developed, based on self-efficacy theory. The theoretical model was empirically tested using 193 questionnaire responses collected from students enrolled in business courses at a medium-sized university in the western USA. All the respondents reported that they routinely use social media. The empirical analysis was performed using structural equations modeling in PC SAS version 9.4, procedure Calis. Findings The estimation of the paths in the structural model indicates that privacy concerns positively influence social media users’ protection behaviors while the perceived benefits of data sharing negatively influence protection behaviors. Privacy experience positively influences privacy concerns. Alternatively, social media use positively influences social media self-efficacy and perceived usefulness, which, in turn, have meaningful influences on data sharing benefits. Originality/value Previous findings about the effect of self-efficacy on protection behaviors has been inconclusive. This study adds some clarity. Specifically, the findings suggest that the effect depends upon the foci of self-efficacy. While higher self-efficacy with respect to using privacy-related features of a specific technology tends to lead to greater privacy concerns, higher self-efficacy with respect to the more general technology (e.g. social media, computer) seems to affect protection behaviors through perceived benefits. Further, the results of this study offer conclusions about the roles that privacy experiences, social media use and perceived social media benefits play in affecting protection behaviors.
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了解社交媒体用户的隐私保护行为
目的本研究旨在确定隐私体验和社交媒体使用在影响隐私保护行为中的作用。随着社交媒体在用户数量和功能方面的扩展;了解社交媒体用户的隐私保护行为以及驱动这些行为的用户心理基础是很重要的。其中,感知是用户对社交媒体使用中固有的隐私问题和数据共享利益的评估,这些利益会影响用户保护隐私的行为。设计/方法/途径为了研究这些问题,基于自我效能理论,提出了一个理论模型和假设。通过对美国西部一所中等规模大学商科课程学生的193份问卷调查,对理论模型进行了实证检验。所有受访者都表示,他们经常使用社交媒体。实证分析采用结构方程建模的PC SAS版本9.4,程序Calis。结构模型的路径估计表明,隐私关注正向影响社交媒体用户的保护行为,而数据共享的感知利益负向影响保护行为。隐私体验正向影响隐私关注。另一方面,社交媒体使用正向影响社交媒体自我效能感和感知有用性,而社交媒体自我效能感和感知有用性反过来又对数据共享利益产生有意义的影响。原创性/价值先前关于自我效能感对保护行为影响的研究尚无定论。这项研究增加了一些清晰度。具体来说,研究结果表明,这种影响取决于自我效能感的焦点。虽然在使用特定技术的隐私相关功能方面,较高的自我效能感往往会导致更大的隐私担忧,但在使用更通用的技术(如社交媒体、计算机)方面,较高的自我效能感似乎会通过感知利益影响保护行为。此外,本研究的结果提供了关于隐私体验、社交媒体使用和感知社交媒体利益在影响保护行为中的作用的结论。
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来源期刊
Information and Computer Security
Information and Computer Security COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
4.60
自引率
7.10%
发文量
23
期刊介绍: Information and Computer Security (ICS) contributes to the advance of knowledge directly related to the theory and practice of the management and security of information and information systems. It publishes research and case study papers relating to new technologies, methodological developments, empirical studies and practical applications. The journal welcomes papers addressing research and case studies in relation to many aspects of information and computer security. Topics of interest include, but are not limited to, the following: Information security management, standards and policies Security governance and compliance Risk assessment and modelling Security awareness, education and culture User perceptions and understanding of security Misuse and abuse of computer systems User-facing security technologies Internet security and privacy The journal is particularly interested in receiving submissions that consider the business and organisational aspects of security, and welcomes papers from both human and technical perspective on the topic. However, please note we do not look to solicit papers relating to the underlying mechanisms and functions of security methods such as cryptography (although relevant applications of the technology may be considered).
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