Caleb D Johnson, Torstein E Dæhlin, Lauren K Sara, Katelyn I Guerriere, Leila A Walker, Stephen A Foulis, Julie M Hughes, Irene S Davis
{"title":"A Re-Examination of the Relationship Between Foot Strike Angle and Early Stance Loading Variables during Running.","authors":"Caleb D Johnson, Torstein E Dæhlin, Lauren K Sara, Katelyn I Guerriere, Leila A Walker, Stephen A Foulis, Julie M Hughes, Irene S Davis","doi":"10.1249/MSS.0000000000003764","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>To compare nonlinear and piecewise linear models for FSA with VLR/VTA during running, controlling for competitive running experience.</p><p><strong>Methods: </strong>475 U.S. Army trainees completed surveys on their participation in sports and a running gait assessment on an instrumented treadmill while VLRs, VTAs, and FSAs were measured (via force plates, tibial-mounted accelerometers, and high-speed cameras, respectively). A 3-minute warm-up was given and then participants ran for one minute at 2.68-2.91 m/s, followed by 14 strides of data collection. Multiple regression was used to assess the prediction of VLR and VTA by FSA, including nonlinear/piecewise terms and controlling for competitive running experience.</p><p><strong>Results: </strong>A nonlinear, quadratic relationship was found for FSA x VLR (R2= 0.25, p<0.001) and VTA (R2= 0.14, p<0.001), and with a significant effect of running experience (p<0.02). Models showed similar shapes but better fit for those with (VLR: R2=0.38, VTA: R2=0.16) versus without (VLR: R2=0.21, VTA: R2=0.11) competitive running experience. Finally, VLRs peaked at similar FSAs as in previous work (≈10-12° current vs 5-10° previous). Piecewise linear regression produced similar results to quadratic models (R2 Difference< 0.02).</p><p><strong>Conclusions: </strong>Our results show that nonlinear or piecewise linear models can be used to represent the relationship between VALR/VTA and FSA. While VLRs/VTAs were lowest with the lowest FSAs (i.e, most forefoot), participants with the highest FSAs (i.e., most rearfoot) showed reduced values compared to FSAs typical of a more moderate/flatter rearfoot strike pattern.</p>","PeriodicalId":18426,"journal":{"name":"Medicine and Science in Sports and Exercise","volume":" ","pages":""},"PeriodicalIF":4.1000,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Medicine and Science in Sports and Exercise","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1249/MSS.0000000000003764","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SPORT SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: To compare nonlinear and piecewise linear models for FSA with VLR/VTA during running, controlling for competitive running experience.
Methods: 475 U.S. Army trainees completed surveys on their participation in sports and a running gait assessment on an instrumented treadmill while VLRs, VTAs, and FSAs were measured (via force plates, tibial-mounted accelerometers, and high-speed cameras, respectively). A 3-minute warm-up was given and then participants ran for one minute at 2.68-2.91 m/s, followed by 14 strides of data collection. Multiple regression was used to assess the prediction of VLR and VTA by FSA, including nonlinear/piecewise terms and controlling for competitive running experience.
Results: A nonlinear, quadratic relationship was found for FSA x VLR (R2= 0.25, p<0.001) and VTA (R2= 0.14, p<0.001), and with a significant effect of running experience (p<0.02). Models showed similar shapes but better fit for those with (VLR: R2=0.38, VTA: R2=0.16) versus without (VLR: R2=0.21, VTA: R2=0.11) competitive running experience. Finally, VLRs peaked at similar FSAs as in previous work (≈10-12° current vs 5-10° previous). Piecewise linear regression produced similar results to quadratic models (R2 Difference< 0.02).
Conclusions: Our results show that nonlinear or piecewise linear models can be used to represent the relationship between VALR/VTA and FSA. While VLRs/VTAs were lowest with the lowest FSAs (i.e, most forefoot), participants with the highest FSAs (i.e., most rearfoot) showed reduced values compared to FSAs typical of a more moderate/flatter rearfoot strike pattern.
期刊介绍:
Medicine & Science in Sports & Exercise® features original investigations, clinical studies, and comprehensive reviews on current topics in sports medicine and exercise science. With this leading multidisciplinary journal, exercise physiologists, physiatrists, physical therapists, team physicians, and athletic trainers get a vital exchange of information from basic and applied science, medicine, education, and allied health fields.