Ground Reaction Forces and Impact Loading Among Runners with Different Acuity of Tibial Stress Injuries: Advanced Waveform Analysis for Running Mechanics

Conventional ground reaction force (GRF) and load rate (LR) analyses may overlook temporal and waveform characteristics that reflect injury status and acuity. This study used an alternative GRF processing methodology to characterize GRF waveforms among runners with symptomatic medial tibial stress fractures (MTSS) and those recovering from tibial stress fractures (TSF; both unilateral [UL] and bilateral [BL]). This cross-sectional analysis of runners (<i>n</i> = 66) included four groups: symptomatic MTSS, recovering from UL or BL TSF, or uninjured case-matched controls. Participants ran at self-selected speed on an instrumented treadmill. Kinematics were collected with a 3D optical motion analysis system. Double-Gaussian models described the biphasic loading pattern of running gait (initial impact, active phases). Gaussian parameters described relative differences in the GRF waveform by injury condition. LR was calculated using the central difference numerical derivative of the raw normalized net force data. During the impact phase (0-20% of stance), controls and BL TSF produced higher GRF amplitudes than UL TSF and MTSS (<i>p</i> < 0.05). BL TSF and controls had greater maximal positive LR and minimum LR than UL TSF and MTSS. Peak medial GRF was 18-43% higher in the BL TSF group than in MTSS and UL TSF (<i>p</i> < 0.05). Correlations existed between tibial pain severity and early stance net GRF (r = 0.512; <i>p</i> = 0.016) and between pain severity and the duration since diagnosis for LR values during the impact phase (r values = 0.389-0.522; all <i>p</i> < 0.05). Collectively, these data suggest that this waveform modeling approach can differentiate injury status and pain acuity in runners. Early stance GRF and LR may offer novel insight into the management of running-related injuries.

Authors

Institutions

Publication Details

Journal
Bioengineering
Published
2025-07-26
DOI
https://doi.org/10.3390/bioengineering12080802
Citations
1
Primary Topic
Lower Extremity Biomechanics and Pathologies
Type
article
Field-Weighted Citation Impact
0.67
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Ground Reaction Forces and Impact Loading Among Runners with Different Acuity of Tibial Stress Injuries: Advanced Waveform Analysis for Running Mechanics

Lydia G. Pezzullo, Sharareh Sharififar, Heather K. Vincent, Matthew Martenson et al.
1 citations
Bioengineering
Lower Extremity Biomechanics and Pathologies
0.67
article

Ground Reaction Forces and Impact Loading Among Runners with Different Acuity of Tibial Stress Injuries: Advanced Waveform Analysis for Running Mechanics

Lydia G. Pezzullo, Sharareh Sharififar, Heather K. Vincent, Matthew Martenson, Ryan M. Nixon, Kevin R. Vincent
article en
1 citations

Abstract

Conventional ground reaction force (GRF) and load rate (LR) analyses may overlook temporal and waveform characteristics that reflect injury status and acuity. This study used an alternative GRF processing methodology to characterize GRF waveforms among runners with symptomatic medial tibial stress fractures (MTSS) and those recovering from tibial stress fractures (TSF; both unilateral [UL] and bilateral [BL]). This cross-sectional analysis of runners (<i>n</i> = 66) included four groups: symptomatic MTSS, recovering from UL or BL TSF, or uninjured case-matched controls. Participants ran at self-selected speed on an instrumented treadmill. Kinematics were collected with a 3D optical motion analysis system. Double-Gaussian models described the biphasic loading pattern of running gait (initial impact, active phases). Gaussian parameters described relative differences in the GRF waveform by injury condition. LR was calculated using the central difference numerical derivative of the raw normalized net force data. During the impact phase (0-20% of stance), controls and BL TSF produced higher GRF amplitudes than UL TSF and MTSS (<i>p</i> < 0.05). BL TSF and controls had greater maximal positive LR and minimum LR than UL TSF and MTSS. Peak medial GRF was 18-43% higher in the BL TSF group than in MTSS and UL TSF (<i>p</i> < 0.05). Correlations existed between tibial pain severity and early stance net GRF (r = 0.512; <i>p</i> = 0.016) and between pain severity and the duration since diagnosis for LR values during the impact phase (r values = 0.389-0.522; all <i>p</i> < 0.05). Collectively, these data suggest that this waveform modeling approach can differentiate injury status and pain acuity in runners. Early stance GRF and LR may offer novel insight into the management of running-related injuries.

BioengineeringVol. 12(8)
University of Florida (US), RTI Surgical (United States) (US)
Openalex Percentile: Top 29%
Lower Extremity Biomechanics and Pathologies
0.67
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.