Predicting Performance in a Military Hand‐to‐Hand Combat Course From Salivary Hormones, Psychological State, and Academic Performance

There are limited opportunities to study physiological and psychological factors that predict success in real world high stress environments where individuals must engage in controlled aggressive behaviour. All cadets attending the United States Military Academy must take a combatives course where they are taught to compete in hand-to-hand combat with peers and graded on performance. This study assessed, in this highly competitive environment, the physiological, psychological, and academic predictors of success in the course's final exam, a final hand-to-hand combat match. Male (n = 109) and female (n = 23) cadets completed self-report assessments of resilience (Connor-Davidson Resilience Scale; CD-RISC), mental toughness (Mental Toughness Questionnaire; MTQ-10), and aggression (Buss-Perry Aggression Questionnaire; BPAQ) upon enrolment in Combatives. Immediately preceding the final match, cadets provided saliva samples and completed mood state (Profile of Mood States; POMS), self-confidence and competitive state anxiety (Competitive State Anxiety Inventory; CSAI-2) questionnaires. Cortisol, testosterone, and secretory immunoglobulin A (SIgA) in saliva were assessed. Instructors provided match outcome, win versus loss, and each cadet's grade point averages (GPA; academic, military, and physical). Logistic regression analyses determined if physiological, psychological, or academic variables predicted match outcome. Sex, time of day, prior combatives experience, and midterm combatives performance were included as covariates. Greater self-confidence (OR [95% CI]; 1.13 [1.03, 1.25]) and a better physical GPA (4.51 [1.52, 13.42]) were associated with increased odds of winning the final match, with an overall classification accuracy of 68.9% and explained 31% of the variance in match outcome. Greater cognitive anxiety independently decreased the odds of winning (0.93 [0.87, 0.99]), but not when combined with self-confidence and physical GPA. No other factors significantly impacted odds of winning. Self-confidence and physical performance are key contributors to success in hand-to-hand combat and may mediate the influence of anxiety on performance.

Authors

Institutions

Publication Details

Journal
Stress and Health
Published
2025-08-01
DOI
https://doi.org/10.1002/smi.70096
Primary Topic
Resilience and Mental Health
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Predicting Performance in a Military Hand‐to‐Hand Combat Course From Salivary Hormones, Psychological State, and Academic Performance

Harris R. Lieberman, Joseph J. Knapik, Drew J. Van Dam, Matthew D. C. Larsen et al.
Stress and Health
Resilience and Mental Health
article

Predicting Performance in a Military Hand‐to‐Hand Combat Course From Salivary Hormones, Psychological State, and Academic Performance

Harris R. Lieberman, Joseph J. Knapik, Drew J. Van Dam, Matthew D. C. Larsen, N Barringer, Meaghan E. Beckner, Jesse A. Stein, Tracey J. Smith
article en

Abstract

There are limited opportunities to study physiological and psychological factors that predict success in real world high stress environments where individuals must engage in controlled aggressive behaviour. All cadets attending the United States Military Academy must take a combatives course where they are taught to compete in hand-to-hand combat with peers and graded on performance. This study assessed, in this highly competitive environment, the physiological, psychological, and academic predictors of success in the course's final exam, a final hand-to-hand combat match. Male (n = 109) and female (n = 23) cadets completed self-report assessments of resilience (Connor-Davidson Resilience Scale; CD-RISC), mental toughness (Mental Toughness Questionnaire; MTQ-10), and aggression (Buss-Perry Aggression Questionnaire; BPAQ) upon enrolment in Combatives. Immediately preceding the final match, cadets provided saliva samples and completed mood state (Profile of Mood States; POMS), self-confidence and competitive state anxiety (Competitive State Anxiety Inventory; CSAI-2) questionnaires. Cortisol, testosterone, and secretory immunoglobulin A (SIgA) in saliva were assessed. Instructors provided match outcome, win versus loss, and each cadet's grade point averages (GPA; academic, military, and physical). Logistic regression analyses determined if physiological, psychological, or academic variables predicted match outcome. Sex, time of day, prior combatives experience, and midterm combatives performance were included as covariates. Greater self-confidence (OR [95% CI]; 1.13 [1.03, 1.25]) and a better physical GPA (4.51 [1.52, 13.42]) were associated with increased odds of winning the final match, with an overall classification accuracy of 68.9% and explained 31% of the variance in match outcome. Greater cognitive anxiety independently decreased the odds of winning (0.93 [0.87, 0.99]), but not when combined with self-confidence and physical GPA. No other factors significantly impacted odds of winning. Self-confidence and physical performance are key contributors to success in hand-to-hand combat and may mediate the influence of anxiety on performance.

Stress and HealthVol. 41(4)
U.S. Army Research Institute of Environmental Medicine (US), Oak Ridge Associated Universities (US), United States Military Academy (US), Oak Ridge Institute for Science and Education
Defense Health Agency, U.S. Army Medical Research and Development Command
Openalex Percentile: Top 72%
Resilience and Mental Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.