We investigate changes to the value that individuals place on the onli的简体中文翻译

We investigate changes to the value

We investigate changes to the value that individuals place on the online disclosure of their private information in the presence of multiple privacy factors. We use an incentive-compatible mechanism to capture individuals’ willingness-to-accept (WTA) for a privacy disclosure in a series of three randomized experiments. Each experiment manipulates characteristics of a required privacy disclosure by altering the information context, the intended secondary use of the disclosed private information, and the requirement to disclose personally identifying information. We collect data from two populations (college students and Amazon Mechanical Turk workers) to aid with generalizability of our results. As methodological checks to rule out lack of awareness in the participants, we first increase the saliency of the privacy disclosure characteristics in the second experiment and then require participants to watch a video on the potential consequences of disclosing private information in the third experiment. Across the three experiments, we consistently observe null effects for each of the privacy factors, with two population-dependent exceptions in the second study. Our participants do acknowledge the increased risk introduced by the experimental factors, and the increased saliency and awareness do lead to higher privacy valuations on average. However, there is no consistent manifestation as significant main effects for the three privacy factors. This is in contrast to prior research, which has found significant effects for each of these factors when studied separately. The results provide a unique perspective on privacy valuations by showing that results from prior research on simple privacy decisions may not translate to more realistic, complex privacy disclosure decisions that involve multiple factors. 还原
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结果 (简体中文) 1: [复制]
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我们调查在存在多个隐私因素的情况下个人在线披露其私人信息的价值的变化。在一系列三个随机实验中,我们使用激励兼容机制来捕获个人的隐私披露意愿(WTA)。每个实验都通过更改信息上下文,所披露的私人信息的预期二次使用以及披露个人身份信息的要求来操纵所需隐私披露的特征。我们从两个总体(大学生和Amazon Mechanical Turk工人)中收集数据,以帮助我们将结果推广。作为方法检查,以排除参与者缺乏意识的情况,我们首先在第二个实验中提高隐私公开特征的显着性,然后要求参与者观看有关第三个实验中披露私人信息的潜在后果的视频。在这三个实验中,我们始终观察到每个隐私因素的无效影响,第二项研究中有两个与人口有关的例外情况。我们的参与者确实承认实验因素带来的风险增加,而显着性和意识的提高确实导致平均而言更高的隐私价值。但是,对于这三个隐私因素,并没有一致的显着主要影响。这与先前的研究相反,先前的研究发现,单独研究这些因素对每个因素都具有重大影响。通过显示先前对简单隐私决策的研究结果可能不会转化为涉及多个因素的更现实,更复杂的隐私披露决策,结果为隐私评估提供了独特的视角。还原
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结果 (简体中文) 2:[复制]
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We investigate changes to the value that individuals place on the online disclosure of their private information in the presence of multiple privacy factors. We use an incentive-compatible mechanism to capture individuals’ willingness-to-accept (WTA) for a privacy disclosure in a series of three randomized experiments. Each experiment manipulates characteristics of a required privacy disclosure by altering the information context, the intended secondary use of the disclosed private information, and the requirement to disclose personally identifying information. We collect data from two populations (college students and Amazon Mechanical Turk workers) to aid with generalizability of our results. As methodological checks to rule out lack of awareness in the participants, we first increase the saliency of the privacy disclosure characteristics in the second experiment and then require participants to watch a video on the potential consequences of disclosing private information in the third experiment. Across the three experiments, we consistently observe null effects for each of the privacy factors, with two population-dependent exceptions in the second study. Our participants do acknowledge the increased risk introduced by the experimental factors, and the increased saliency and awareness do lead to higher privacy valuations on average. However, there is no consistent manifestation as significant main effects for the three privacy factors. This is in contrast to prior research, which has found significant effects for each of these factors when studied separately. The results provide a unique perspective on privacy valuations by showing that results from prior research on simple privacy decisions may not translate to more realistic, complex privacy disclosure decisions that involve multiple factors. 还原
正在翻译中..
结果 (简体中文) 3:[复制]
复制成功!
我们调查在多重隐私因素存在下,个人对其私人信息的在线披露价值的变化。在一系列随机实验中,我们使用一种激励相容机制来捕捉个人接受隐私披露的意愿。每个实验通过改变信息上下文、所公开的私人信息的预期二次使用以及公开个人识别信息的要求来操纵所要求的隐私公开的特征。我们从两个群体(大学生和亚马逊机械土库克工人)收集数据,以帮助我们的结果的概括性。作为排除参与者缺乏意识的方法学检查,我们首先在第二个实验中增加隐私披露特征的显著性,然后要求参与者观看关于在第三个实验中披露隐私信息的潜在后果的视频。在三个实验中,我们一致地观察到每个隐私因素的无效影响,第二个研究中有两个与人口相关的例外。我们的参与者确实承认实验因素带来的风险增加,而且显著性和意识的提高确实会导致平均隐私价值的提高。然而,这三个隐私因素并没有一致的表现为显著的主效应。这与先前的研究形成了对比,先前的研究发现,当分别研究这些因素时,每一个因素都有显著的影响。研究结果为隐私评估提供了一个独特的视角,它表明,先前对简单隐私决策的研究结果可能无法转化为更现实、更复杂的涉及多个因素的隐私披露决策。还原
正在翻译中..
 
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