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McGuigan M. "Administration, Scoring, and Interpretation of Selected Tests. Essentials of Strength Training and Conditioning 4th Edition", Human Kinetics, Champaign, IL, 2015, p. 265.

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Article

Cross-Validation of Original and Modified Equations for Estimating Bench Press One-Repetition Maximum from Repetitions to Failure in Recreationally Active Men

1Department of Nutrition and Health Sciences, University of Nebraska Lincoln, Lincoln, NE 68583, USA


American Journal of Sports Science and Medicine. 2025, Vol. 13 No. 1, 1-7
DOI: 10.12691/ajssm-13-1-1
Copyright © 2025 Science and Education Publishing

Cite this paper:
Justin S. Pioske, Jocelyn E. Arnett, Dolores G. Ortega, Trevor D. Roberts, Richard J. Schmidt, Terry J. Housh. Cross-Validation of Original and Modified Equations for Estimating Bench Press One-Repetition Maximum from Repetitions to Failure in Recreationally Active Men. American Journal of Sports Science and Medicine. 2025; 13(1):1-7. doi: 10.12691/ajssm-13-1-1.

Correspondence to: Justin  S. Pioske, Department of Nutrition and Health Sciences, University of Nebraska Lincoln, Lincoln, NE 68583, USA. Email: jpioske2@huskers.unl.edus

Abstract

The purpose of this study was to cross-validate four (two original and two modified) equations (EQs) that estimate 1-repetition maximum (1RM) from repetitions to failure (RTF) for the bench press (BP). Thirty-five recreationally active men (mean ± SD: age = 20.5 ± 1.4 yrs; height = 181.3 ± 6.4 cm; body mass = 84.8 ± 12.5 kg) with previous resistance training experience (5.0 ± 2.9 yrs) participated in this study. Each participant completed BP 1RM testing followed by a single set of RTF at ~80% 1RM. The values from the RTF at ~80% 1RM were inputted into the EQs for estimating BP 1RM. The cross-validation analyses consisted of examining the constant error (CE) values using paired t-tests, Pearson Correlation Coefficients (r), standard error of estimate (SEE), and total error (TE) values. The RTF at 80% 1RM ranged from 4-11 repetitions. The results revealed that EQs 2, 3, and 4 significantly (p < 0.05) overestimated BP 1RM with CE values of 2.13 kg, 0.92 kg, and 1.70 kg, respectfully, while EQ 1 did not differ (p = 0.091) from the measured 1RM values (CE = -0.57 kg). The cross-validation analyses indicated that modified EQ 3 (TE = 2.12 kg) did not improve the accuracy of BP 1RM estimations compared to original EQ 1 (TE = 1.99 kg). Modified EQ 4, however, exhibited slightly more accurate BP 1RM values (TE = 3.27 kg) than original EQ 2 (TE = 3.51). In addition, EQ 1 provided the lowest CE and TE values as well as the smallest difference between TE and SEE values (0.03 kg). Therefore, EQ1 (RTF0.1 x weight) is recommended for estimating BP 1RM with a weight that results in 4-11 RTF in recreationally active men when directly testing 1RM is not feasible or to assist in training intensity prescription.

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