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网络安全漏洞情境下的情绪反应:基于场景的调查研究。

Emotional Reactions to Cybersecurity Breach Situations: Scenario-Based Survey Study.

机构信息

Department of Work, Organization and Society, Faculty of Psychology and Educational Sciences, Ghent University, Ghent, Belgium.

Department for Psychotherapy and Biopsychosocial Health, Faculty of Health and Medicine, Danube University Krems, Krems an der Donau, Austria.

出版信息

J Med Internet Res. 2021 May 12;23(5):e24879. doi: 10.2196/24879.

Abstract

BACKGROUND

With the ever-expanding interconnectedness of the internet and especially with the recent development of the Internet of Things, people are increasingly at risk for cybersecurity breaches that can have far-reaching consequences for their personal and professional lives, with psychological and mental health ramifications.

OBJECTIVE

We aimed to identify the dimensional structure of emotion processes triggered by one of the most emblematic scenarios of cybersecurity breach, the hacking of one's smart security camera, and explore which personality characteristics systematically relate to these emotion dimensions.

METHODS

A total of 902 participants from the United Kingdom and the Netherlands reported their emotion processes triggered by a cybersecurity breach scenario. Moreover, they reported on their Big Five personality traits, as well as on key indicators for resilient, overcontrolling (internalizing problems), and undercontrolling (aggression) personality types.

RESULTS

Principal component analyses revealed a clear 3-dimensional structure of emotion processes: emotional intensity, proactive versus fight/flight reactions, and affective versus cognitive/motivational reactions. Regression analyses revealed that more internalizing problems (β=.33, P<.001), resilience (β=.22, P<.001), and agreeableness (β=.12, P<.001) and less emotional stability (β=-.25, P<.001) have significant predictive value for higher emotional intensity. More internalizing problems (β=.26, P<.001), aggression (β=.25, P<.001), and extraversion (β=.07, P=.01) and less resilience (β=-.19, P<.001), agreeableness (β=-.34, P<.001), consciousness (β=-.19, P<.001), and openness (β=-.22, P<.001) have significant predictive value for comparatively more fight/flight than proactive reactions. Less internalizing problems (β=-.32, P<.001) and more emotional stability (β=.14, P<.001) and aggression (β=.13, P<.001) have significant predictive value for a comparatively higher salience for cognitive/motivational than affective reactions.

CONCLUSIONS

To adequately describe the emotion processes triggered by a cybersecurity breach, two more dimensions are needed over and above the general negative affectivity dimension. This multidimensional structure is further supported by the differential relationships of the emotion dimensions with personality characteristics. The discovered emotion structure could be used for consistent predictions about who is at risk to develop long-term mental well-being issues due to a cybersecurity breach experience.

摘要

背景

随着互联网的互联互通不断扩大,尤其是物联网的最近发展,人们越来越容易受到网络安全漏洞的攻击,这些漏洞可能会对他们的个人和职业生活产生深远的影响,从而对心理和心理健康产生影响。

目的

我们旨在确定由网络安全漏洞最具代表性的场景之一引发的情绪过程的维度结构,即黑客入侵智能安全摄像头,并探讨哪些人格特征与这些情绪维度系统相关。

方法

来自英国和荷兰的 902 名参与者报告了他们在网络安全漏洞场景中引发的情绪过程。此外,他们报告了自己的大五人格特质,以及弹性、过度控制(内化问题)和控制不足(攻击性)人格类型的关键指标。

结果

主成分分析显示,情绪过程具有明确的 3 维结构:情绪强度、主动与战斗/逃跑反应,以及情感与认知/动机反应。回归分析显示,更多的内化问题(β=.33,P<.001)、弹性(β=.22,P<.001)和宜人性(β=.12,P<.001)以及较少的情绪稳定性(β=-.25,P<.001)对较高的情绪强度具有显著的预测价值。更多的内化问题(β=.26,P<.001)、攻击性(β=.25,P<.001)和外向性(β=.07,P=.01)以及较少的弹性(β=-.19,P<.001)、宜人性(β=-.34,P<.001)、意识(β=-.19,P<.001)和开放性(β=-.22,P<.001)对战斗/逃跑反应比对主动反应更具预测价值。较少的内化问题(β=-.32,P<.001)和更多的情绪稳定性(β=.14,P<.001)和攻击性(β=.13,P<.001)对认知/动机反应的显著性更高。

结论

为了充分描述网络安全漏洞引发的情绪过程,除了一般的负性情绪维度外,还需要另外两个维度。这种多维结构进一步得到了情绪维度与人格特征之间差异关系的支持。发现的情绪结构可用于对由于网络安全漏洞体验而导致长期心理健康问题风险的人进行一致预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/01ec/8156130/eb8f52e2a771/jmir_v23i5e24879_fig1.jpg

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