Related Experiment Video
Updated: Jun 16, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Patterning of Musculoskeletal Injuries in the U.S. Army: A Sociocentric Social Network Analysis
Kristen L Zosel1,2,3, Diego F Leal4, Richard B Westrick3
1United States Army Research Institute of Environmental Medicine (USARIEM), Military Performance Division (MPD), Natick, MA 01760, United States.
Social disconnection and fewer social ties are linked to musculoskeletal injuries (MSKIs) in soldiers. Understanding this connection can improve military health and readiness by addressing social factors in injury prevention.
Area of Science:
- Military medicine
- Social network analysis
- Musculoskeletal injury epidemiology
Background:
- Musculoskeletal injuries (MSKIs) are a primary concern for U.S. soldier health and readiness.
- While physical and sociodemographic risk factors are known, the impact of social relationships, particularly social disconnection, on MSKIs is understudied.
Purpose of the Study:
- To investigate the association between social network characteristics and musculoskeletal injuries in U.S. Army combat arms units.
- To explore the role of social disconnection as a potential factor in MSKI development.
Main Methods:
- Cross-sectional sociocentric social network analysis was conducted on 776 soldiers across two Army combat arms units.
- Social interaction networks were mapped based on soldiers' self-reported socializing outside duty hours.
- Multiple logistic regression with quadratic assignment procedure analyzed injury status, accounting for network dependencies and known MSKI risk factors.
Main Results:
- Over 25% of soldiers reported duty-limiting MSKIs.
- Soldiers with MSKIs were significantly more likely to socialize with other injured soldiers (OR > 1.25, P < 0.05).
- Injured soldiers reported fewer social ties (0.76-1.5 fewer) compared to uninjured counterparts (P < 0.05).
Conclusions:
- Soldiers with MSKIs are non-randomly distributed within units, forming distinct subgroups.
- Social disconnection, indicated by fewer social ties, is associated with increased risk of MSKIs in soldiers.
- Further research is needed to elucidate the causal pathways between social dynamics and MSKIs, including social selection, influence, or bidirectional effects.
More Related Videos
Related Concept Videos
Disorders of the Skeletal Muscle
Musculoskeletal disorders
Musculoskeletal disorders involve injuries and conditions affecting the skeletal muscles and associated connective tissues. These disorders can arise from acute biomechanical stresses or chronic overuse and can occur across different age groups. Common injuries include sprains, fractures, and muscular strains, often resulting from...
Fractures: Bone Repair
Minor fractures with no bone displacement are treated by immobilizing the fractured bone using a cast or splint. However, in the case of fractures with displaced bones, the broken bones are repositioned before immobilization to ensure successful healing without deformation and loss of function. The realignment of fractured bone ends is performed through a process called reduction. If the procedure...
Relationship Formation

