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识别影响辅助生活、医疗保健技术及可穿戴设备网络安全风险认知的背景因素:混合方法研究

Identifying Contextual Factors That Shape Cybersecurity Risk Perception for Assisted Living and Health Care Technologies and Wearables: Mixed Methods Study.

作者信息

Skjelvik Alvhild, West Nicholas, Görges Matthias

机构信息

Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), Gjøvik, Norway.

Research Institute, BC Children's Hospital, Vancouver, BC, Canada.

出版信息

J Med Internet Res. 2025 Mar 19;27:e64388. doi: 10.2196/64388.

Abstract

BACKGROUND

Over the last decade, the health care technology landscape has expanded significantly, introducing new and innovative solutions to address health care needs. The implications of cybersecurity incidents in the health care context extend beyond data breaches to potentially harming individuals' health and safety. Risk perception is influenced by various contextual factors, contributing to cybersecurity concerns that technological safeguards alone cannot address. Thus, it is imperative to study risk perceptions, contextual factors, and technological benefits to guide policy development, risk management, education, and implementation strategies.

OBJECTIVE

This study aims to investigate the differences in cybersecurity risk perception among various stakeholders in the health care sector in Norway and British Columbia (BC), Canada, and identify specific contextual factors that shape these perceptions. We expect to identify differences in risk perceptions for the explored health care technologies.

METHODS

We used a mixed methods approach comprising surveys and semistructured interviews to sample health care-related wearable technology stakeholders, including health care workers, patients (adults and adolescents) and their families, health authorities and hospital staff (biomedical engineers, information technology support, research staff), and device vendors/industry professionals in Norway and BC. Surveys explored information security scenarios based on the Behavioral-Cognitive Internet Security Questionnaire (BCISQ), risk perception, and contextualizing variables. We analyzed both survey data sets to summarize participants' characteristics and responses to questions related to the BCISQ (behavior and attitude) and risk perception. Interviews were analyzed thematically using an inductive-deductive approach to explore risk perception and contextual factors.

RESULTS

Data from 274 survey respondents were available for analysis: 185 from Norway, including 139 (75.1%) females, and 89 from BC, including 57 (64%) females. A total of 45 respondents (31 in Norway and 14 in BC) participated in interviews. The BCISQ showed minor differences between locations; respondents demonstrated generally low-risk behavior and robust information security awareness. However, password simulation demonstrated discrepancies between self-assessed and "real" behavior by sharing or willingness to share passwords. Perceived risk is generally considered low, yet consequences of cybersecurity risks were evaluated as major but unlikely. Risk perception was stronger for assisted living and diabetes technologies than for smartwatches. The most important contextual factors shaping risk perceptions are human factors encompassing knowledge, competence, familiarity, feelings of dread, perceived benefit, and trust, as well as the technological factor of device functionality. Organizational and technological factors had lesser effects.

CONCLUSIONS

We found minimal differences in behavior and risk perception among Norwegian and BC participants. Human factors and device functionality were most influential in shaping cybersecurity risk perceptions. Considering the rising need for assisted living technologies and wearables, insights into risk perceptions can strengthen risk management, awareness, and competence building. Further, it can address potential concerns among stakeholders to enable quicker technology adoption.

摘要

背景

在过去十年中,医疗保健技术领域显著扩展,引入了新的创新解决方案以满足医疗保健需求。医疗保健领域网络安全事件的影响不仅限于数据泄露,还可能损害个人的健康和安全。风险认知受各种背景因素影响,导致仅靠技术保障无法解决的网络安全问题。因此,研究风险认知、背景因素和技术益处对于指导政策制定、风险管理、教育和实施策略至关重要。

目的

本研究旨在调查挪威和加拿大不列颠哥伦比亚省(BC)医疗保健部门各利益相关者在网络安全风险认知上的差异,并确定形成这些认知的具体背景因素。我们期望找出所探讨的医疗保健技术在风险认知上的差异。

方法

我们采用了一种混合方法,包括调查和半结构化访谈,以对与医疗保健相关的可穿戴技术利益相关者进行抽样,这些利益相关者包括挪威和BC的医护人员、患者(成人和青少年)及其家属、卫生当局和医院工作人员(生物医学工程师、信息技术支持人员、研究人员)以及设备供应商/行业专业人士。调查基于行为 - 认知互联网安全问卷(BCISQ)、风险认知和背景变量探索信息安全场景。我们分析了两个调查数据集,以总结参与者的特征以及他们对与BCISQ(行为和态度)及风险认知相关问题的回答。访谈采用归纳 - 演绎方法进行主题分析,以探索风险认知和背景因素。

结果

有274名调查受访者的数据可供分析:185名来自挪威,其中139名(75.1%)为女性;89名来自BC,其中57名(64%)为女性。共有45名受访者(31名来自挪威,14名来自BC)参与了访谈。BCISQ显示不同地点之间存在细微差异;受访者总体表现出低风险行为和较强的信息安全意识。然而,密码模拟显示在通过共享或愿意共享密码方面,自我评估行为与“实际”行为存在差异。感知到的风险通常被认为较低,但网络安全风险的后果被评估为重大但不太可能发生。对于辅助生活和糖尿病技术的风险认知比对智能手表更强。形成风险认知的最重要背景因素是人为因素,包括知识、能力、熟悉程度、恐惧情绪、感知到的益处和信任,以及设备功能这一技术因素。组织和技术因素的影响较小。

结论

我们发现挪威和BC的参与者在行为和风险认知上差异极小。人为因素和设备功能在形成网络安全风险认知方面最具影响力。考虑到对辅助生活技术和可穿戴设备的需求不断增加,对风险认知的深入了解可以加强风险管理、提高意识和能力建设。此外,它可以解决利益相关者之间的潜在担忧,以促进技术更快地被采用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b63/11966077/f3c55182f8b3/jmir_v27i1e64388_fig1.jpg

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