CohortThe Journal of head trauma rehabilitation2026

Military Occupational Blast Exposure: Definition, Operationalization, and Validation of a Reproducible Risk Classification Metric.

Sarah L Martindale, Jared A Rowland, Jennifer N Belding and 7 others

PMID 42464045

WHAT IT FOUND

Grouping service members by military job into higher- and lower-blast-risk occupations lined up with their reported blast exposure.

Higher-risk jobs had more diagnosed blast TBI and more people above the exposure threshold. Average blast exposure scores were not significantly different.

Key findings

01Service members in higher-risk occupations were significantly more likely to have a diagnosed blast-related TBI (43.7% versus 27.0%) and significantly more likely to score above the threshold on the self-report blast exposure questionnaire than those in lower-risk occupations.

02Average lifetime blast exposure scores were not statistically higher in the higher-risk group, a pattern the authors attribute to wide variation in scores within the lower-risk group.

03Within the higher-risk group, occupations were not equivalent: combat engineering, armor and amphibious, and artillery and gunnery had the highest average exposure scores, significantly higher than every other group except Special Forces.

STILL TO COME

How it was doneWhat they found

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What it does not show

The classification is based on job title, so it reflects the blast exposure a job usually involves rather than what any one person actually experienced. It identifies risk at group level and cannot separate exposed from unexposed individuals. The validation sample was service members and Veterans who had deployed to combat, so even the lower-risk group had plenty of opportunity for blast exposure. Lower risk here does not mean unexposed. The two datasets used somewhat different occupation coding, and the more detailed coding flagged roughly 1.4% more people as high risk than the other dataset would have. The analyses are descriptive and did not adjust for demographic or military factors that could affect both the job someone held and how much blast they encountered. Diagnoses and administrative records depend on people seeking care and on how care is documented, so mild TBI and symptoms are likely to be under-recorded. This is retrospective data, so the study cannot establish which came first, the exposure or the outcome.

Declared interests

The authors declare no conflicts of interest. No funding source is stated in the article text.

The easy way to misread this

Do not read a lower-risk occupation as meaning the person was never exposed to blast. The authors state that their lower-risk group is a lower occupational risk group, not an unexposed group, and it was drawn from people who had deployed to combat.

Summarised by AI from the full paper, without a clinician reviewing it. Check it against the source before it changes what you do. Read it on PubMed →


The study

Participants
2 522 880 service members in the occupation-based classification analysis; 1666 in the validation cohort
Certainty of evidence
Low

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    Cite

    Sarah L Martindale, Jared A Rowland, Jennifer N Belding, et al. Military Occupational Blast Exposure: Definition, Operationalization, and Validation of a Reproducible Risk Classification Metric. The Journal of head trauma rehabilitation. 2026.

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