K Rochester, N reilly, c tucker, a marshal, g hess, b holloway, d masalleras, k ford, d goss
Abstracted accepted for a poster presentation at the 2025 American Physical Therapy Association North Carolina Chapter Annual Conference
Running is the primary form of cardiovascular exercise in all four branches of the United States military (Lovalekar, 2021). Running related injuries (RRIs) are the most common lower extremity injuries among military service members (MSMs) (Lovalekar, 2021). Increased body mass index (BMI) has been associated with greater stress on runners’ bodies (Shiotani 2023, Jha 2023, Naderi 2020, van Poppel 2020, Wilson 2021). This study compared three-dimensional running biomechanics between those of different BMIs three-dimensional that those with a greater BMI would run with less desirable biomechanics.
Soldiers completed an IRB approved consent form and were given a race bib with a number on it to run with it affixed with tape on their chests. Soldiers ran 900 meters through a 12-camera (200Hz) markerless motion capture system three times. Data were processed utilizing machine learning algorithms to track the running motion and create 3D pose estimations. Soldiers were compared between BMI groups (normal BMI (NO < 25), overweight (OW >25 <30), and obese (OB >30) according to the American College of Sports Medicine criteria.) across lower extremity Hip, Knee and Ankle angles during stance phase using a one-way ANOVA with statistical parametric mapping (SPM) (p < .05). Prospective injuries across 12 months are still ongoing and not presented in this abstract.
A main effect was observed for a minimum of a percentage of stance phase between BMI groups for the Hip (X: 29.7%, t = 5.39; Y: 46.5%, t=5.47; Z: 34.7%, t=5.44) Knee (X: 57.4%, t=5.36; Y: 45.5%, t=5.36) and Ankle (X: 38.6%, t=5.68; Z: 22.8%, t=5.41). Being mostly concerned with kinematics in the sagittal and frontal planes, we highlight those differences now. Heavier Soldiers demonstrated decreased hip flexion and hip adduction. Heavier Soldiers ran with decreased knee flexion at midstance and increased knee adduction. Heavier Soldiers used the most plantar flexion at initial contact and not as much flexion in late stance. There were no differences in ankle kinematics in the frontal plane.
Running with decreased sagittal plane motion at the hip and knee and increased adduction at the hip and knee may predispose heavier Soldiers for injury. Increased hip and knee adduction has led to increased risk for injury in previous studies (Venable, 2022). We hypothesize that running related injuries will be greater in Soldiers running with these kinematics and will have the 12-month prospective period completed NOV 2025 in time to share those results as well at CSM 2026.