Evidence map›Paper›PMID 39538210›Full record

SynthesisBMC public health2024

Risk factors for adverse health in military and law enforcement personnel; an umbrella review.

Pablo Stegerhoek, Karlijn Kooijman, Kirsten Ziesemer, Herman IJzerman, P Paul F M Kuijer, Evert Verhagen

Abstract readSystematic Review
In one paragraph

Synthesis in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Determinants of good or excellent work ability in a branch of the dutch military.International archives of occupational and environmental health · 2025
    Article
  8. Article
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

6 authors.

Pablo StegerhoekAmsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Science, Amsterdam UMC, Amsterdam, Netherlands. p.m.stegerhoek@amsterdamumc.nl.
Karlijn KooijmanAmsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Science, Amsterdam UMC, Amsterdam, Netherlands.
Kirsten ZiesemerMedical Library, University Library, Vrije Universiteit, Amsterdam, Netherlands.
Herman IJzermanHealth Care Section, Royal Netherlands Marechaussee, Plein-Kalvermarkt-Complex, Kalvermarkt 32, 2511 CB, Den Haag, The Netherlands.
P Paul F M KuijerAmsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Science, Amsterdam UMC, Amsterdam, Netherlands.
Evert VerhagenAmsterdam Collaboration on Health and Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Science, Amsterdam UMC, Amsterdam, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundA better understanding of adverse health and underlying risk factors in the context of military and law enforcement is essential to developing future preventative strategies. We conducted an umbrella review to provide an overview of the current literature regarding risk factors for adverse health in military and law enforcement populations.

methodsWe systematically searched the literature for systematic reviews and meta-analyses regarding risk factors for adverse health in military or law enforcement populations. We critically appraised the studies that matched our inclusion criteria, extracted the adverse health outcomes and underlying risk factors, and narratively synthesised the findings.

resultsThis umbrella review included 34 systematic reviews that covered data from 43 countries. We identified twenty-six adverse health outcomes and 220 underlying risk factors. The adverse health outcomes covered in the included systematic reviews were one infectious disease (Heliobacter pylori infection); two endocrine, nutritional, or metabolic diseases (metabolic syndrome and obesity); seven mental, behavioural, or neurodevelopmental disorders (adjustment disorder, alcohol misuse, anxiety, depression, poor mental health, PTSD, and stress); two diseases of the nervous system (insomnia and sleep-disordered breathing); one disease of the ear or mastoid process (noise-induced hearing loss); eight diseases of the musculoskeletal system and connective tissue (cervical spine injuries, injuries, lower extremity injuries, musculoskeletal injuries, neck pain, rhabdomyolysis, and stress fractures); one symptom, signs and abnormal clinical and laboratory findings, not elsewhere classified (suicidal ideation); three injuries, poisonings, or other consequences of external causes (concussion, heat illness, and suicide); and one factor influencing health status and contact with health services (burnout). Of the 220 identified risk factors, 136 were modifiable, and the most frequently reported were female sex, older age, lower functional movement screen scores, maladaptive coping, lack of social support, and neuroticism.

conclusionThis umbrella review identified twenty-six adverse health outcomes and their underlying risk factors in military and law enforcement populations. Hereby, this study provides potential starting points for preventing adverse health in these populations. It also identifies a broad lack of systematic reviews investigating mental, behavioural, or neurodevelopmental disorders in military populations and diseases of the musculoskeletal system and connective tissue in law enforcement populations. PROSPERO REGISTRATION NUMBER: CRD42022378123.

Indexed as

Military PersonnelPoliceFemaleHumansMaleRisk FactorsSystematic Reviews as TopicChronic DiseaseHealthLaw EnforcementMental HealthMilitary PersonnelMusculoskeletal InjuryRisk Factor

Identifiers

PMID39538210
PMCPMC11562480

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.