Psychophysiological models of hypovigilance detection: A scoping review

Author:

Marois Alexandre12ORCID,Kopf Maëlle1,Fortin Michelle3,Huot‐Lavoie Maxime3ORCID,Martel Alexandre3,Boyd J. Gordon45,Gagnon Jean‐François1,Archambault Patrick M.367ORCID

Affiliation:

1. Thales Research and Technology Canada Quebec City Québec Canada

2. School of Psychology and Computer Science University of Central Lancashire Preston Lancashire United Kingdom

3. Faculty of Medicine Université Laval Quebec City Québec Canada

4. Department of Medicine Queen's University Kingston Ontario Canada

5. Kingston General Hospital Kingston Ontario Canada

6. Centre de recherche intégrée pour un système apprenant en santé et services sociaux Centre intégré de santé et de services sociaux de Chaudière‐Appalaches Lévis Québec Canada

7. VITAM ‐ Centre de recherche en santé durable Centre intégré universitaire de santé et de services sociaux de la Capitale‐Nationale Quebec City Québec Canada

Abstract

AbstractHypovigilance represents a major contributor to accidents. In operational contexts, the burden of monitoring/managing vigilance often rests on operators. Recent advances in sensing technologies allow for the development of psychophysiology‐based (hypo)vigilance prediction models. Still, these models remain scarcely applied to operational situations and need better understanding. The current scoping review provides a state of knowledge regarding psychophysiological models of hypovigilance detection. Records evaluating vigilance measuring tools with gold standard comparisons and hypovigilance prediction performances were extracted from MEDLINE, PsychInfo, and Inspec. Exclusion criteria comprised aspects related to language, non‐empirical papers, and sleep studies. The Quality Assessment tool for Diagnostic Accuracy Studies (QUADAS) and the Prediction model Risk Of Bias ASsessment Tool (PROBAST) were used for bias evaluation. Twenty‐one records were reviewed. They were mainly characterized by participant selection and analysis biases. Papers predominantly focused on driving and employed several common psychophysiological techniques. Yet, prediction methods and gold standards varied widely. Overall, we outline the main strategies used to assess hypovigilance, their principal limitations, and we discuss applications of these models.

Funder

Mitacs

Université Laval

Fonds de Recherche du Québec - Santé

Publisher

Wiley

Subject

Experimental and Cognitive Psychology,Neuropsychology and Physiological Psychology,Biological Psychiatry,Cognitive Neuroscience,Developmental Neuroscience,Endocrine and Autonomic Systems,Neurology,Experimental and Cognitive Psychology,Neuropsychology and Physiological Psychology,General Neuroscience

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3