超越隐私悖论:隐私决策中的客观与相对风险

Idris Adjerid, Eyal Péer, A. Acquisti
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引用次数: 92

摘要

隐私决策已经从不同的角度进行了研究。一个占主导地位的“规范”观点侧重于理性过程,即具有稳定隐私偏好的消费者权衡隐私选择的预期收益与潜在成本。最近,另一种“行为”视角利用行为决策研究的理论,将隐私决策解释为一个认知启发式和偏见可预测发生的过程。在一系列实验中,我们通过评估客观披露风险的变化和披露风险相对感知的变化对假设和实际消费者隐私选择的影响,比较了这两种观点的预测能力。我们发现,事实上,相对风险和客观风险都会影响消费者的隐私决策。然而,令人惊讶的是,在假设和实际的选择设置中,风险的客观变化的影响会减弱。反之亦然,相对风险的影响在从假设到实际的选择设置中更为明显。我们的研究结果提出了一种整合各种关于隐私决策的IS文献的方法:相对于实际选择情境,消费者在假设选择情境中可能高估了他们对规范性因素的反应,而低估了他们对行为因素的反应。
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Beyond the Privacy Paradox: Objective versus Relative Risk in Privacy Decision Making
Privacy decision making has been examined from various perspectives. A dominant “normative” perspective has focused on rational processes by which consumers with stable preferences for privacy weigh the expected benefits of privacy choices against their potential costs. More recently, an alternate “behavioral” perspective has leveraged theories from behavioral decision research to construe privacy decision making as a process in which cognitive heuristics and biases predictably occur. In a series of experiments, we compare the predictive power of these two perspectives by evaluating the impact of changes in objective risk of disclosure and the impact of changes in relative perceptions of risk of disclosure on both hypothetical and actual consumer privacy choices. We find that both relative and objective risks can, in fact, impact consumer privacy decisions. However, and surprisingly, the impact of objective changes in risk diminishes between hypothetical and actual choice settings. Vice versa, the impact of relative risk is more pronounced going from hypothetical to actual choice settings. Our results suggest a way to integrate diverse streams of IS literature on privacy decision making: consumers may both over-estimate their response to normative factors and under-estimate their response to behavioral factors in hypothetical choice contexts relative to actual choice contexts.
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