Reliability Challenges in 1RM Parallel Back Squat Testing: The Critical Role of Squat Depth

Abstract Purpose This study analyzed the inter-session reliability of the parallel back squat during one-repetition-maximum (1RM) testing in elite youth soccer players and to exploratorily evaluate the consistency with which the prescribed squat depth is achieved. Methods The sample comprised 47 male soccer players (age: 18.1 ± 2.3 years, body mass: 72.4 ± 7.7 kg, height: 1.83 ± 0.06 m) from German youth soccer academy teams competing in top junior leagues (U16-U19). The 1RM was assessed under standardized conditions, with squat depth monitored using a hybrid marker- and silhouette-based motion capture system. The inter-session reliability of 1RM load was quantified using the intraclass correlation coefficient ( ICC ). Systematic bias between sessions was evaluated using a paired-samples t -test (with Cohen’s d for effect size). Within-session deviations from the 90° squat-depth target were assessed using a one-sample t -test (with Cohen’s d for effect size). Results The participants achieved an absolute 1RM of 94.9 ± 13.7 kg (relative: 1.32 ± 0.19). The 1RM test–retest (inter-session) reliability regarding load lifted yielded an ICC of 0.970 (95% CI: 0.948–0.982), with a mean bias of 1.71 kg ( P = 0.018, d = 0.39). An explanatory analysis of the kinetic data from each participant’s best trial (within-session) showed that squat depth deviations (thigh angle 89.7° ± 4.1°) did not differ significantly from the target depth of 90° ( P = 0.630, d = 0.15), where 0° corresponds to full knee extension. Conclusions This study’s parallel back-squat 1RM testing protocol in national-level male youth soccer players demonstrated excellent load reliability. Squat depth may confound reliability, and its full impact on inter-session error warrants further study; nonetheless, familiarization, skilled spotters, and practiced participants can help limit its effect.

Authors

Institutions

Publication Details

Journal
Journal of Science in Sport and Exercise
Published
2025-11-10
DOI
https://doi.org/10.1007/s42978-025-00346-8
Primary Topic
Sports Performance and Training
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Reliability Challenges in 1RM Parallel Back Squat Testing: The Critical Role of Squat Depth

Konstantin Warneke, Carl‐Maximilian Wagner, Michael Keiner, Torsten Brauner et al.
Journal of Science in Sport and Exercise
Sports Performance and Training
article

Reliability Challenges in 1RM Parallel Back Squat Testing: The Critical Role of Squat Depth

Konstantin Warneke, Carl‐Maximilian Wagner, Michael Keiner, Torsten Brauner, Lars Hubertus Lohmann, Stanislav D. Siegel
article en

Abstract

Abstract Purpose This study analyzed the inter-session reliability of the parallel back squat during one-repetition-maximum (1RM) testing in elite youth soccer players and to exploratorily evaluate the consistency with which the prescribed squat depth is achieved. Methods The sample comprised 47 male soccer players (age: 18.1 ± 2.3 years, body mass: 72.4 ± 7.7 kg, height: 1.83 ± 0.06 m) from German youth soccer academy teams competing in top junior leagues (U16-U19). The 1RM was assessed under standardized conditions, with squat depth monitored using a hybrid marker- and silhouette-based motion capture system. The inter-session reliability of 1RM load was quantified using the intraclass correlation coefficient ( ICC ). Systematic bias between sessions was evaluated using a paired-samples t -test (with Cohen’s d for effect size). Within-session deviations from the 90° squat-depth target were assessed using a one-sample t -test (with Cohen’s d for effect size). Results The participants achieved an absolute 1RM of 94.9 ± 13.7 kg (relative: 1.32 ± 0.19). The 1RM test–retest (inter-session) reliability regarding load lifted yielded an ICC of 0.970 (95% CI: 0.948–0.982), with a mean bias of 1.71 kg ( P = 0.018, d = 0.39). An explanatory analysis of the kinetic data from each participant’s best trial (within-session) showed that squat depth deviations (thigh angle 89.7° ± 4.1°) did not differ significantly from the target depth of 90° ( P = 0.630, d = 0.15), where 0° corresponds to full knee extension. Conclusions This study’s parallel back-squat 1RM testing protocol in national-level male youth soccer players demonstrated excellent load reliability. Squat depth may confound reliability, and its full impact on inter-session error warrants further study; nonetheless, familiarization, skilled spotters, and practiced participants can help limit its effect.

Journal of Science in Sport and Exercise
Leuphana University of Lüneburg (DE), BMW (Germany) (DE), German Sport University Cologne (DE), Friedrich Schiller University Jena (DE)
Openalex Percentile: Top 57%
Sports Performance and Training
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.