Evidence map›Paper›PMID 41505710›Full record

ArticleMSMR2026

The association between body mass index, physical fitness and COVID-19 hospitalization among male active duty U.S. Army soldiers, May 2020-November 2021.

Jacob D Smith, Joseph R Pierce, Anthony Marquez, Ryan Steelman, Markku A Malmi, Michelle Canham-Chervak, John F Ambrose

Abstract read
In one paragraph

Article in MSMR, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Jacob D SmithPreventive Medicine Division, Defense Centers for Public Health-Aberdeen, Aberdeen Proving Ground, MD.
Joseph R PierceMilitary Injury Prevention Division, Defense Centers for Public Health-Aberdeen, Aberdeen Proving Ground, MD.
Anthony MarquezPreventive Medicine Division, Defense Centers for Public Health-Aberdeen, Aberdeen Proving Ground, MD.
Ryan Steelman
Markku A Malmi
Michelle Canham-ChervakMilitary Injury Prevention Division, Defense Centers for Public Health-Aberdeen, Aberdeen Proving Ground, MD.
John F AmbrosePreventive Medicine Division, Defense Centers for Public Health-Aberdeen, Aberdeen Proving Ground, MD.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Few studies have investigated body mass index (BMI) and physical fitness factors related to coronavirus disease (COVID)-19 hospitalizations among U.S. active duty service members. This investigation examined associations between measures of physical fitness, BMI, and Army physical fitness test (APFT) performance with COVID-19 hospitalizations of U.S. Army active duty soldiers. From May 2020 through November 2021, 13,074 male soldiers were diagnosed with COVID-19 (90 hospitalized, 12,984 non-hospitalized) who also had an APFT and BMI record no more than 9 months from the COVID-19 diagnosis date. Female soldiers were excluded due to insufficient numbers of COVID-19 hospitalizations. In adjusted logistic regression models controlling for race and ethnicity as well as comorbidities, and including age, BMI, and their interactions, both BMI (adjusted odds ratio [aOR] 1.07; 95% CI 1.01, 1.14; p=0.021), and the age and BMI interaction were statistically significant (aOR 1.01; 95% CI 1.00, 1.02; p=0.004). Each additional year of age amplified the odds of hospitalization by an additional 1% for every 1 unit increase in BMI. Development and maintenance of a healthy body weight may reduce likelihood of COVID-19 hospitalization and sustain individual and unit health and medical readiness. For male U.S. Army active duty soldiers, the association between having a higher BMI and COVID-19 hospitalization was amplified by age, indicating about a 1% increase in the odds of hospitalization per BMI unit for each additional year of age. Maintaining a healthy body weight may reduce the risk of COVID-19 related hospitalization for military personnel. The U.S. Army's Holistic Health and Fitness Program is one example of a comprehensive health program established to simultaneously enhance several facets of military health and fitness.

Indexed as

Body Mass IndexCOVID-19HospitalizationMilitary PersonnelPhysical FitnessAdultHumansMaleSARS-CoV-2United StatesYoung AdultArmyBMIbody mass indexcoronavirus disease 2019COVID-19fitnesshealthhospitalizationpeformancephysicalsoldierstestUnited States

Identifiers

PMID41505710
PMCPMC12874401

What OpenQuestion holds

Textmetadata
LicenceCC0
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.