论文标题

秤用户信息隐私问题(IUIPC)的有效性和可靠性[扩展版本]

Validity and Reliability of the Scale Internet Users' Information Privacy Concern (IUIPC) [Extended Version]

论文作者

Groß, Thomas

论文摘要

互联网用户的信息隐私问题(IUIPC-10)是最受认可的隐私问题量表之一。它广泛用于评估宠物人为因素和对隐私悖论的研究。尽管已经对信息隐私(CFIP)进行了独立评估,并且该工具本身已经进行了一些审查,但我们仍然缺少对IUIPC-10的专用确认。我们的目的是通过系统地分析IUIPC的构造有效性和可靠性来缩小这一差距。我们获得了三个相互独立的样本,总共$ n = 1031 $参与者。我们对主要样本进行了验证性因素分析(CFA)。发现弱点后,我们建立了进一步的因素分析,以主张IUIPC-10的维度。我们提出了一种具有改善心理测量特性的响应仪器IUIPC-8。最后,我们在验证样本上验证了我们的发现。尽管我们可以确认IUIPC-10的总体三维性,但我们发现IUIPC-10始终失败的构建体有效性和可靠性评估,质疑其子量表意识和控制的一致性。我们对统计的量表在统计上具有更好的模型,并且优于IUIPC-10的构造有效性和可靠性。关于构造有效性的脱节证据引起了疑问,IUIPC-10如何衡量潜在可变信息隐私问题。低比率的可靠性可以产生虚假且不稳定的结果,并减轻与其他潜在变量(例如行为)的关系。因此,该工具通常会混淆宠物或隐私悖论的人为因素的研究。

Internet Users' Information Privacy Concerns (IUIPC-10) is one of the most endorsed privacy concern scales. It is widely used in the evaluation of human factors of PETs and the investigation of the privacy paradox. Even though its predecessor Concern For Information Privacy (CFIP) has been evaluated independently and the instrument itself seen some scrutiny, we are still missing a dedicated confirmation of IUIPC-10, itself. We aim at closing this gap by systematically analyzing IUIPC's construct validity and reliability. We obtained three mutually independent samples with a total of $N = 1031$ participants. We conducted a confirmatory factor analysis (CFA) on our main sample. Having found weaknesses, we established further factor analyses to assert the dimensionality of IUIPC-10. We proposed a respecified instrument IUIPC-8 with improved psychometric properties. Finally, we validated our findings on a validation sample. While we could confirm the overall three-dimensionality of IUIPC-10, we found that IUIPC-10 consistently failed construct validity and reliability evaluations, calling into question the unidimensionality of its sub-scales Awareness and Control. Our respecified scale IUIPC-8 offers a statistically significantly better model and outperforms IUIPC-10's construct validity and reliability. The disconfirming evidence on the construct validity raises doubts how well IUIPC-10 measures the latent variable information privacy concern. The sub-par reliability could yield spurious and erratic results as well as attenuate relations with other latent variables, such as behavior. Thereby, the instrument could confound studies of human factors of PETs or the privacy paradox, in general.

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