Evidence map›Paper›PMID 31185965›Full record

ArticleBMC musculoskeletal disorders2019

A prospective field study of U.S. Army trainees to identify the physiological bases and key factors influencing musculoskeletal injuries: a study protocol.

Julie M Hughes, Stephen A Foulis, Kathryn M Taylor, Katelyn I Guerriere, Leila A Walker, Amy F Hand, Kristin L Popp, Erin Gaffney-Stomberg, Kristin J Heaton, Marilyn A Sharp and 7 more

Abstract read
In one paragraph

Article in BMC musculoskeletal disorders, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

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  11. Designing criterion measures for physically demanding jobs.Military psychology : the official journal of the Division of Military Psychology, American Psychological Association
    Review
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

17 authors.

Julie M HughesMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA. julie.m.hughes17.civ@mail.mil.ORCID http://orcid.org/0000-0001-5802-6711
Stephen A FoulisMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Kathryn M TaylorMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Katelyn I GuerriereMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Leila A WalkerMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Amy F HandDepartment of Exercise Science, University of South Carolina, Columbia, SC, USA.
Kristin L PoppMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Erin Gaffney-StombergMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Kristin J HeatonMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Marilyn A SharpMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Tyson L GrierInjury Prevention Division, United States Army Public Health Center, Aberdeen Proving Ground, MD, USA.
Keith G HauretInjury Prevention Division, United States Army Public Health Center, Aberdeen Proving Ground, MD, USA.
Bruce H JonesInjury Prevention Division, United States Army Public Health Center, Aberdeen Proving Ground, MD, USA.
Mary L BouxseinCenter for Advanced Orthopedic Studies, Beth Israel Deaconess Medical Center, Boston, MA, USA.
James P McClungMilitary Nutrition Division, United States Army Research Institute of Environmental Medicine, Natick, MA, USA.
Ronald W MathenyMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.
Susan P ProctorMilitary Performance Division, United States Army Research Institute of Environmental Medicine, 10 General Greene Ave, BLDG 42, Natick, MA, 01760, USA.

Funding

United States Army Medical Research and Materiel Command, Military Operational Medicine Research Program 20300
6 · The paper itself

Abstract

backgroundMusculoskeletal injuries (MSKIs) are common in military trainees and present a considerable threat to occupational fitness, deployability, and overall military readiness. Despite the negative effects of MSKIs on military readiness, comprehensive evaluations of the key known and possible risk factors for MSKIs are lacking. The U.S. Army Research Institute of Environmental Medicine (ARIEM) is initiating a large-scale research effort, the ARIEM Reduction in Musculoskeletal Injury (ARMI) Study, to better understand the interrelationships among a wide range of potential MSKI risk factors in U.S. Army trainees in order to identify those risk factors that most contribute to MSKI and may be best targeted for effective mitigation strategies.

methodsThis prospective study aims to enroll approximately 4000 (2000 male and 2000 female) U.S. Army trainees undergoing Basic Combat Training (BCT). Comprehensive in-person assessments will be completed at both the beginning and end of BCT. Participants will be asked to complete surveys of personal background information, medical history, physical activity, sleep behaviors, and personality traits. Physical measurements will be performed to assess anthropometrics, tibial microarchitecture and whole body bone mineral density, muscle cross-sectional area, body composition, and muscle function. Blood sampling will be also be conducted to assess musculoskeletal, genetic, and nutritional biomarkers of risk. In addition, participants will complete weekly surveys during BCT that examine MSKI events, lost training time, and discrete risk factors for injury. Participants' medical records will be tracked for the 2 years following graduation from training to identify MSKI events and related information. Research hypotheses focus on the development of a multivariate prediction model for MSKI. DISCUSSION: Results from this study are expected to inform current understanding of known and potential risk factors for MSKIs that can be incorporated into solutions that optimize Soldier health and enhance military readiness.

Indexed as

AdolescentAdultEpidemiologic Research DesignExerciseFemaleHumansLongitudinal StudiesMaleMilitary PersonnelMusculoskeletal DiseasesMusculoskeletal SystemProspective StudiesRisk FactorsUnited StatesYoung AdultARMI studyBasic combat trainingMilitaryMilitary readinessMusculoskeletal injuryStress fracture

Identifiers

PMID31185965
PMCPMC6560880

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Registered trials

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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.