ArticleInternational journal of environmental research and public health2022
Factors Predicting Training Delays and Attrition of Recruits during Basic Military Training.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Reproductive and Female Health in the Australian Defence Force 2002-2023: A Systematic Review and Synthesis.Military medicine · 2026Pooled it
- Circulating Biomarkers of Military-Specific Performance Resilience: A Systematic Review.Current psychiatry reports · 2026Pooled it
- Mapping psychological heterogeneity in military cadets: a multi-method framework combining network analysis, latent profiles, and risk nomograms.Frontiers in psychiatry · 2026Article
- The Holistic Health and Fitness Management System (H2FMS): a modernised software capability for optimising soldier readiness and performance.BMJ military health · 2025Review
- Soldier performance management: insights from boots on ground research and recommendations for practitioners.BMJ military health · 2025Review
- Police Fitness: An International Perspective on Current and Future Challenges.Sports (Basel, Switzerland) · 2025Review
- Differences in bone turnover markers and injury risks between local and international horses: A Victorian Spring Racing Carnival study.Equine veterinary journal · 2025Article
- Early identification of dropouts during the special forces selection program.Scientific reports · 2025Article
- Advancing the allostatic load model in military training research: from theory to application.Frontiers in physiology · 2025Review
- Sleep duration and perceptions of sleep quality in British Army recruits during basic training - an observational analysis.Frontiers in neurology · 2024Article
- Helping Others Results in Helping Yourself: How Well-Being Is Shaped by Agreeableness and Perceived Team Cohesion.Behavioral sciences (Basel, Switzerland) · 2023Article
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Authors and funding
5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Ensuring a balance between training demands and recovery during basic military training (BMT) is necessary for avoiding maladaptive training responses (e.g., illness or injury). These can lead to delays in training completion and to training attrition. Previously identified predictors of injury and attrition during BMT include demographic and performance data, which are typically collected at a single time point. The aim of this study was to determine individual risk factors for injury and training delays from a suite of measures collected across BMT. A total of 46 male and female recruits undertaking the 12-week Australian Army BMT course consented to this study. Injury, illness, attrition, and demographic data were collected across BMT. Objective measures included salivary cortisol and testosterone, step counts, cardiorespiratory fitness, and muscular endurance. Perceptions of well-being, recovery, workload, fatigue, and sleep were assessed with questionnaires. Baseline and mean scores across BMT were evaluated as predictors of injury and attrition using generalized linear regressions, while repeated-measures ANOVA was used for the group comparisons. From the 46 recruits, 36 recruits completed BMT on time; 10 were delayed in completion or discharged. Multiple risk factors for injury during BMT included higher subjective ratings of training load, fatigue, and stress, lower sleep quality, and higher cortisol concentrations. Higher ratings of depression, anxiety, and stress, and more injuries were associated with a higher risk of delayed completion. Higher concentrations of testosterone and higher levels of fitness upon entry to BMT were associated with reduced risk of injury and delayed completion of BMT. Ongoing monitoring with a suite of easily administered measures may have utility in forewarning risk of training maladaptation in recruits and may complement strategies to address previously identified demographic and performance-based risk factors to mitigate injury, training delays, and attrition.
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