Psychophysiological models of hypovigilance detection: A scoping review Article Swipe
Alexandre Marois
,
Maëlle Kopf
,
Michelle Fortin
,
Maxime Huot‐Lavoie
,
Alexandre Martel
,
J. Gordon Boyd
,
Jean‐François Gagnon
,
Patrick Archambault
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1111/psyp.14370
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1111/psyp.14370
Hypovigilance 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.
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Metadata
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.1111/psyp.14370
- https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/psyp.14370
- OA Status
- hybrid
- Cited By
- 5
- References
- 141
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4381715149
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4381715149Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1111/psyp.14370Digital Object Identifier
- Title
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Psychophysiological models of hypovigilance detection: A scoping reviewWork title
- Type
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reviewOpenAlex work type
- Language
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-06-23Full publication date if available
- Authors
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Alexandre Marois, Maëlle Kopf, Michelle Fortin, Maxime Huot‐Lavoie, Alexandre Martel, J. Gordon Boyd, Jean‐François Gagnon, Patrick ArchambaultList of authors in order
- Landing page
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https://doi.org/10.1111/psyp.14370Publisher landing page
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/psyp.14370Direct link to full text PDF
- Open access
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YesWhether a free full text is available
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hybridOpen access status per OpenAlex
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/psyp.14370Direct OA link when available
- Concepts
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Vigilance (psychology), Psychophysiology, Psychology, Applied psychology, Data science, Computer science, Cognitive psychology, PsychiatryTop concepts (fields/topics) attached by OpenAlex
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5Total citation count in OpenAlex
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2025: 2, 2024: 2, 2023: 1Per-year citation counts (last 5 years)
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141Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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