Evidence map›Paper›PMID 40888836›Full record

ArticleApplied psychophysiology and biofeedback2026

Linking Psychophysiological Markers To Situational Performance: An EEG Study of Police Cadets during Critical Incident Simulations.

Nasser AlSabah, Abdulwahab AlAsfour, Carey Marr, Paula Di Nota

Abstract read
In one paragraph

Article in Applied psychophysiology and biofeedback, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Nasser AlSabahJohn Jay College of Criminal Justice - CUNY Graduate Center, 400w 61st street, New York, NY, USA. nalsabah@jjay.cuny.edu.ORCID 0009-0002-5376-5560
Abdulwahab AlAsfourDepartment of Electrical Engineering, College of Engineering and Petroleum, Kuwait University, Kuwait City, Kuwait.ORCID 0000-0001-5246-5318
Carey MarrSchool of Clinical Medicine, Discipline of Psychiatry and Mental Health, University of New South Wales, Kensington, Australia.ORCID 0000-0002-0665-1811
Paula Di NotaInspectorate of Policing, Ontario Ministry of the Solicitor General, Toronto, ON, Canada.ORCID 0000-0003-4282-6129

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Physiological measures, most commonly heart rate, are widely used in applied police research to assess the relationships between situational stress and officer performance under pressure. However, measurements of the neurocognitive mechanisms underlying these critical skills remain limited, especially throughout police academy training. This study investigates the potential of electroencephalography (EEG) and its relationship to situational performance outcomes in police cadets (n = 58) at Kuwait's National Police Academy. EEG and electrocardiogram (ECG) activity were recorded as cadets from three different cohorts participated in a video simulation of a stressful critical incident, featuring seven decision prompts that called for procedural action. Cadets' decision-making, reasoning, and memory recall were rated during a post-task debriefing interview. Preliminary pairwise analyses identified significant correlations between performance metrics and neural activation in both beta and theta bands, particularly in the frontal cortex. Comprehensive multivariate analysis revealed frontal cortex beta-band activity to be a significant correlate of performance, particularly during decision-making and memory recall, underscoring its role in executive functions crucial to situational performance in policing. Contrary to studies that find higher activation leads to better outcomes, lower beta-band activation correlated to better performance. Additionally, ECG showed minimal predictive value during multivariate testing. This marks the first time EEG and ECG measures have been integrated into a single model predicting performance in policing. These findings contribute novel insights into the psychophysiological study of police performance, highlighting important implications for enhancing training, evaluation, and research methodologies in applied law enforcement settings.

Indexed as

Decision MakingExecutive FunctionMental RecallPoliceStress, PsychologicalAdultElectrocardiographyElectroencephalographyFemaleHumansMaleYoung AdultElectrocardiogram (ECG)Electroencephalography (EEG)PolicingSituational performanceSituational stress

Identifiers

PMID40888836
PMCPMC13179253

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.