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Article

How Does Load Selection and Sex Influence 1RM Prediction Using the Minimal Velocity Threshold During Free-Weight Back Squat?

by
Emanuele Dello Stritto
1,
Ruggero Romagnoli
2,
Michele Nocchi
1 and
Maria Francesca Piacentini
1,*
1
Department of Human Movement and Health Sciences, University of Rome “Foro Italico”, Piazza L. De Bosis 15, 00135 Rome, Italy
2
Department of Theoretical and Applied Sciences, eCampus University, Via Isimbardi 10, 22060 Novedrate, Italy
*
Author to whom correspondence should be addressed.
Sports 2025, 13(7), 224; https://doi.org/10.3390/sports13070224
Submission received: 29 May 2025 / Revised: 25 June 2025 / Accepted: 4 July 2025 / Published: 8 July 2025
(This article belongs to the Collection Human Physiology in Exercise, Health and Sports Performance)

Abstract

The aim of the present study is to predict a 1RM through the load–velocity relationship using the minimum velocity threshold (MVT) in a free-weight back squat. Twenty-five males and twenty-five females performed a 1RM test during a free-weight back squat, based on which individual load–velocity relationships were created. Ten regression models to predict the 1RM were developed. The models included a two-point (mean propulsive velocity (MPV) ≈ 1 m·s−1; MPV ≈ 0.50 m·s−1) and a three-point linear equation (MPV ≈ 1 m·s−1; MPV ≈ 0.75 m·s−1; and MPV ≈ 0.50 m·s−1) with an MVT of 0.3 m·s−1 and 0.4 m·s−1 and, additionally, an MVT of 0.25 m·s−1 for females. The repeated measures ANOVA revealed no significant differences between the predicted and measured 1RM in males using an MVT of 0.30 m·s−1 and in females with an MVT of 0.25 m·s−1. In contrast, models using an MVT of 0.30 m·s−1 in females underestimated the measured 1RM, as did those using an MVT of 0.40 m·s−1 in both sexes. It appears possible to accurately predict the 1RM during a free-weight back squat using the load–velocity relationship. However, it is important to avoid using loads with velocities higher than 1 m·s−1 for the regression models and to use different MVTs for males and females.
Keywords: sex difference; load–velocity relationship; velocity-based training; regression model; resistance training; injury prevention sex difference; load–velocity relationship; velocity-based training; regression model; resistance training; injury prevention

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MDPI and ACS Style

Dello Stritto, E.; Romagnoli, R.; Nocchi, M.; Piacentini, M.F. How Does Load Selection and Sex Influence 1RM Prediction Using the Minimal Velocity Threshold During Free-Weight Back Squat? Sports 2025, 13, 224. https://doi.org/10.3390/sports13070224

AMA Style

Dello Stritto E, Romagnoli R, Nocchi M, Piacentini MF. How Does Load Selection and Sex Influence 1RM Prediction Using the Minimal Velocity Threshold During Free-Weight Back Squat? Sports. 2025; 13(7):224. https://doi.org/10.3390/sports13070224

Chicago/Turabian Style

Dello Stritto, Emanuele, Ruggero Romagnoli, Michele Nocchi, and Maria Francesca Piacentini. 2025. "How Does Load Selection and Sex Influence 1RM Prediction Using the Minimal Velocity Threshold During Free-Weight Back Squat?" Sports 13, no. 7: 224. https://doi.org/10.3390/sports13070224

APA Style

Dello Stritto, E., Romagnoli, R., Nocchi, M., & Piacentini, M. F. (2025). How Does Load Selection and Sex Influence 1RM Prediction Using the Minimal Velocity Threshold During Free-Weight Back Squat? Sports, 13(7), 224. https://doi.org/10.3390/sports13070224

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