前瞻性地确定先进脑机接口的风险和控制措施:网络化危害分析和风险管理系统(Net-HARMS)方法

IF 3.1 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Applied Ergonomics Pub Date : 2024-09-11 DOI:10.1016/j.apergo.2024.104382
Brandon J. King , Gemma J.M. Read , Paul M. Salmon
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引用次数: 0

摘要

先进数字技术的引入不断增加系统的复杂性并带来风险,必须积极主动地识别和管理这些风险,以支持系统的复原力。脑机接口(BCIs)就是这样一种技术;然而,社会广泛使用该技术所带来的风险仍有待识别和控制。本研究采用了基于系统思维的结构化风险评估方法,以前瞻性地识别假设的未来 BCI 系统生命周期的风险和风险控制。通过应用网络化危害分析和风险管理系统(Net-HARMS)方法,在整个生物识别系统生命周期(从生物识别系统的开发和监管到生物识别系统的使用、维护和退役)中确定了 800 多项风险。高关键性风险主题包括不安全 BCI 的植入和降级、未经请求的脑刺激、向安全关键技术发送错误信号以及对 BCI 用户支持不足。已确定可实施 600 多项风险控制措施,以支持系统安全和性能恢复。总体而言,在整个生物识别系统生命周期中,可能会出现许多影响巨大的生物识别系统安全和性能风险,需要广大生物识别系统利益相关者通力合作,才能充分控制这些风险。虽然某些已确定的控制措施切实可行,但仍需努力开发一套更系统的控制措施,以便为设计具有弹性的社会技术生物识别系统提供最佳支持。
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Prospectively identifying risks and controls for advanced brain-computer interfaces: A Networked Hazard Analysis and Risk Management System (Net-HARMS) approach

The introduction of advanced digital technologies continues to increase system complexity and introduce risks, which must be proactively identified and managed to support system resilience. Brain-computer interfaces (BCIs) are one such technology; however, the risks arising from broad societal use of the technology have yet to be identified and controlled. This study applied a structured systems thinking-based risk assessment method to prospectively identify risks and risk controls for a hypothetical future BCI system lifecycle. The application of the Networked Hazard Analysis and Risk Management System (Net-HARMS) method identified over 800 risks throughout the BCI system lifecycle, from BCI development and regulation through to BCI use, maintenance, and decommissioning. High-criticality risk themes include the implantation and degradation of unsafe BCIs, unsolicited brain stimulation, incorrect signals being sent to safety-critical technologies, and insufficiently supported BCI users. Over 600 risk controls were identified that could be implemented to support system safety and performance resilience. Overall, many highly-impactful BCI system safety and performance risks may arise throughout the BCI system lifecycle and will require collaborative efforts from a wide range of BCI stakeholders to adequately control. Whilst some of the identified controls are practical, work is required to develop a more systematic set of controls to best support the design of a resilient sociotechnical BCI system.

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来源期刊
Applied Ergonomics
Applied Ergonomics 工程技术-工程:工业
CiteScore
7.50
自引率
9.40%
发文量
248
审稿时长
53 days
期刊介绍: Applied Ergonomics is aimed at ergonomists and all those interested in applying ergonomics/human factors in the design, planning and management of technical and social systems at work or leisure. Readership is truly international with subscribers in over 50 countries. Professionals for whom Applied Ergonomics is of interest include: ergonomists, designers, industrial engineers, health and safety specialists, systems engineers, design engineers, organizational psychologists, occupational health specialists and human-computer interaction specialists.
期刊最新文献
Effects of different block designs on low back and shoulders biomechanical loads and postural stability during crab pot handling. Digital technologies and resilient performance in socio-technical systems: A human factors and ergonomics perspective. Understanding older adults' needs for and perceptions of shared autonomous vehicle interior features: A focus group and user enactment study. Assessing operator stress in collaborative robotics: A multimodal approach Corrigendum to "Gender, sex and desk-based postural behaviour: A systematic review re-interpreting biomechanical evidence from a social perspective" [Appl. Ergon. 114 (2023) 104073].
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