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Methods for Controlling and Reporting Resistance Training Proximity to Failure: Current Issues and Future Directions
Joshua C Pelland1, Zac P Robinson1, Jacob F Remmert1
1Department of Exercise Science and Health Promotion, Muscle Physiology Research Laboratory, Florida Atlantic University, Boca Raton, FL, 33431, USA.
Sports Medicine (Auckland, N.Z.)
|March 5, 2022
Summary
Quantifying proximity to failure in resistance training is inconsistent. This review examines methods like repetitions in reserve (RIR) and proposes standardized approaches for better hypertrophy and strength outcomes.
Area of Science:
- Exercise Physiology
- Sports Science
- Biomechanics
Background:
- Resistance training variables like volume, load, and frequency are established.
- Proximity to failure, defined as repetitions in reserve (RIR), lacks consistent quantification.
- Definitions of muscular failure vary across studies (momentary, volitional, or undefined).
Purpose of the Study:
- To critically evaluate current methods for quantifying proximity to failure in resistance training.
- To identify the strengths and limitations of each quantification approach.
- To propose standardized methods for future research and practice.
Main Methods:
- Review of existing literature on resistance training variables and proximity to failure quantification.
- Analysis of methods including percentage-based prescription, repetition maximum zones, velocity loss, and self-reported RIR.
- Discussion of inter-study variability in failure definitions and RIR reporting.
Main Results:
- Percentage-based prescriptions can lead to varied RIR due to individual differences.
- Velocity loss is objective but its relation to RIR fluctuates.
- Self-reported RIR is subjective and can be inaccurate; many studies fail to report RIR.
- Current methods hinder specific recommendations for optimizing hypertrophy and strength.
Conclusions:
- There is a critical need for standardized quantification of proximity to failure in resistance training research.
- Future research should explore objective measures like velocity loss, potentially combined with individualized RIR relationships.
- Clear guidelines for reporting RIR are necessary for consistent and actionable recommendations.

