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Updated: Jun 24, 2025

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Rating of Perceived Exertion: A Large Cross-Sectional Study Defining Intensity Levels for Individual Physical
Maximilian Grummt1, Lorena Hafermann2, Lars Claussen3
1Department of Sports Medicine, Charité - Universitätsmedizin Berlin, Philippstr. 13 Haus 11, 10115, Berlin, Germany. maximilian.grummt@charite.de.
This study provides new guidelines for prescribing exercise intensity using the Rating of Perceived Exertion (RPE) scale, considering individual factors for better personalization in clinical practice.
Area of Science:
- Exercise Physiology
- Sports Science
- Clinical Practice
Background:
- Physical inactivity is a global health concern, necessitating effective strategies for promoting sports participation.
- Accurate training intensity prescription is crucial for physical activity recommendations.
- Cardiopulmonary exercise testing (CPX) precisely determines training intensities but lacks broad accessibility.
Purpose of the Study:
- To determine Rating of Perceived Exertion (RPE) values at the individual anaerobic threshold (LT2) and specific blood lactate (bLa) concentrations in a large cohort.
- To evaluate the influence of individual factors on RPE using multivariable analysis.
- To establish a more personalized approach to exercise intensity prescription using the Borg scale.
Main Methods:
- Analysis of CPX data from 6311 participants using bicycle or treadmill ergometry.
- Estimation of RPE values at defined bLa concentrations (2, 3, 4 mmol/l) and LT2 via spline interpolation.
- Application of multivariable cumulative ordinal regression to assess the impact of sex, age, ergometry type, VO2max, and exercise duration on RPE.
Main Results:
- Median RPE values were 13 at 2 mmol/l, 15 at 3 mmol/l, 16 at 4 mmol/l, and 15 at LT2 for the total population.
- Individual factors like sex, age, ergometry type, VO2max, and number of stages significantly influenced RPE, particularly at lower intensities.
- The number of stages was the sole factor consistently influencing RPE across all measured lactate concentrations and LT2.
Conclusions:
- Proposed RPE ranges for exercise intensity: ≤11 (light), 12-14 (moderate), 15-17 (vigorous), with RPE 15 distinguishing heavy and severe domains.
- These RPE recommendations slightly differ from current American College of Sports Medicine (ACSM) guidelines.
- The study advocates for considering individual factors (age, sex, fitness, etc.) for personalized RPE-based exercise prescription, especially for endurance activities.
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