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Rating of perceived exertion

The rating of perceived exertion (RPE) is a subjective psychophysical scale used to quantify an individual's conscious of the effort, , and strain experienced during , serving as a simple tool to monitor without relying on objective physiological measurements. Developed by Swedish psychologist Gunnar Borg in the early through studies on psychophysical scaling methods, the RPE scale correlates strongly with indicators like (e.g., an RPE of 15 approximates a heart rate of 150 beats per minute) and oxygen uptake, making it a valid and reliable complement to traditional metrics. Borg's initial research, conducted at Umeå University starting in 1959–1960, involved short-duration exercises to explore discrepancies in perceived effort, building on earlier observations by Hans Dahlström and applying ratio-scaling techniques like magnitude estimation. A foundational , "Perceived exertion as an indicator of somatic stress" (1970), formalized RPE as a multidimensional construct encompassing sensations of central (e.g., ) and peripheral (e.g., limb effort) , emphasizing its role in assessing overall somatic stress during activity. Over time, Borg refined the approach in his 1998 book Borg's Perceived Exertion and Pain Scales, addressing misconceptions and expanding its theoretical basis to include neurophysiological elements like corollary discharges from motor commands and afferent feedback from muscle afferents. The original Borg RPE scale is a 15-point category ranging from 6 ("no at all") to 20 ("maximal "), with verbal descriptors (e.g., 11 as "" and 17 as "very hard") to guide ratings and ensure equidistant perceptual intervals. A later , the Category-Ratio (CR-10) , introduced in the , uses a 0–10 range (0 = "nothing at all," 10 = "maximal" or "extremely strong," with options for decimals and values exceeding 10) to provide finer and avoid ceiling effects in high-intensity scenarios. Both scales have demonstrated high validity across populations, including athletes and clinical patients, with test-retest reliability coefficients often exceeding 0.90. In practice, RPE finds broad applications in , sports , and , enabling load (e.g., via session-RPE for total ) and personalized prescription without equipment. Its validity is supported by meta-analyses showing strong correlations (r > 0.70) with criteria like blood lactate and ventilatory thresholds, particularly in adolescents and adults during aerobic and resistance exercises. Despite cultural adaptations needed for diverse groups, RPE remains a cornerstone for safe, effective assessment due to its simplicity and robustness.

Definition and Overview

Core Concept

Rating of perceived exertion (RPE) is a subjective measure that quantifies an individual's of the of , serving as a cognitive of multiple physical sensations associated with effort, , and discomfort during exercise. This arises from the brain's processing of signals from the , forming a holistic of how demanding the activity feels. RPE encompasses an overall assessment of exertion by synthesizing inputs from various physiological systems, including respiratory strain (such as breathlessness), muscular discomfort (like localized fatigue or burn), and cardiovascular responses (evidenced by sensations of increased heart rate or pounding). These sensations are not isolated but combined into a unified subjective experience that reflects the total burden of the activity on the body. In contrast to objective physiological metrics—such as , which can be measured via monitors, or oxygen uptake (VO₂), assessed through gas analysis—RPE is fundamentally a psychological construct, relying on personal interpretation rather than external quantification. This subjectivity allows RPE to account for individual variability in tolerance and experience, making it distinct from purely biomechanical or biochemical indicators. The core process of RPE involves self-reporting, where the individual rates their perceived effort either in real-time during the exercise or retrospectively immediately afterward, providing a simple, non-invasive way to gauge intensity. Standardized scales, such as those developed by Borg, facilitate this quantification by offering a structured framework for expressing the subjective rating.

Significance in Health and Exercise

Rating of perceived exertion (RPE) serves as a subjective, non-invasive, and method for assessing , requiring no specialized equipment or physiological monitoring, which enhances its practicality for use in diverse settings such as field training or home-based programs. This accessibility allows individuals to gauge their effort based on internal sensations of , , and muscle discomfort, facilitating immediate adjustments during activity without external devices. By providing a personalized measure of exertion, RPE promotes safer and more effective exercise experiences across various intensities and durations. In exercise contexts, RPE plays a crucial role in preventing by enabling the monitoring of cumulative training load through methods like session-RPE, where perceived effort is multiplied by session duration to quantify overall strain and detect early signs of accumulation. This approach helps optimize athletic performance by supporting periodized training plans that balance intensity and recovery, reducing the risk of and illness while enhancing adaptations to physical demands. Furthermore, RPE fosters greater adherence to exercise regimens by aligning workout intensity with an individual's tolerance and comfort, encouraging sustained participation in for long-term health benefits. RPE finds broad application among diverse populations, including elite athletes who use it to self-regulate pacing and maintain optimal effort during competitions and training. In clinical settings, such as programs for patients recovering from procedures like or , RPE guides safe intensity progression, helping participants achieve meaningful improvements in functional capacity without overexertion. For general enthusiasts, its supports everyday monitoring of moderate activities, making it a versatile tool for promoting in non-athletic or sedentary individuals. Studies demonstrate RPE's utility in establishing dose-response relationships for exercise benefits, particularly in cardiovascular health, where appropriate intensity levels prescribed via RPE contribute to enhancements in and reductions in mortality risk through incremental metabolic equivalent gains. For instance, in cardiac patients, RPE-guided sessions have been associated with significant increases in peak oxygen uptake and capacity, underscoring its value in tailoring exercise to yield protective health outcomes. RPE also correlates moderately with objective measures like , providing a reliable for in resource-limited environments.

History and Development

Gunnar Borg's Contributions

Gunnar Borg (1927–2020) was a Swedish and professor emeritus of perception and psychophysics at , where he founded the Borg Perceptional Research Unit to advance studies in subjective sensory scaling. Born on November 28, 1927, Borg earned degrees in , , education, and , and held positions including at Umeå Medical School (1966–1967) and of the Institute of at (1968–1980). His academic career focused on applying psychophysical principles to human sensations, establishing him as a pioneer in quantifying subjective experiences. In the and , Borg conducted foundational research on the of perceived , examining how individuals subjectively experience effort during physical activities such as cycle ergometer exercises. He employed methods like ratio production and magnitude estimation to link subjective ratings of to objective physiological measures, including and oxygen uptake, revealing a power function relationship with an exponent of approximately 1.7 between workload and perceived intensity. This work emphasized perceived as a holistic "" integrating sensations from muscles, , , and circulation, providing a reliable indicator of somatic . Borg developed the category-ratio scaling approach to measure such sensations, creating prototypes for rating perceived exertion that anchored verbal descriptors to numerical ratios for inter-individual comparability. This innovative framework, rooted in psychophysical laws, allowed for the quantification of effort without relying solely on physiological monitoring. His contributions laid the groundwork for subsequent scales, including the CR-10. Key publications include Borg's 1970 paper, "Perceived Exertion as an Indicator of Somatic ," which outlined the concept's application in and , and his 1982 work, "Psychophysical Bases of Perceived ," which detailed ratio-scaling and category methods for effort ratings. These seminal texts, along with over 250 scientific papers, solidified Borg's influence in and .

Evolution and Adaptations

Following Gunnar Borg's foundational work on perceived exertion scales in the mid-20th century, adaptations in the 1980s focused on enhancing the range and psychophysical properties of these tools. In 1982, Borg introduced the Category-Ratio (CR-10) scale, designed to accommodate a broader spectrum of intensity levels beyond the original 6-20 category scale, enabling more precise ratio-based assessments of across diverse activities. This modification addressed limitations in capturing extreme efforts by incorporating a nonlinear, accelerating growth function aligned with human sensory . During the 1990s and 2000s, RPE methodologies expanded significantly through integrations with physiological metrics and applications in . A key development was the widespread adoption of heart rate prediction formulas, such as HR ≈ RPE × 10 (derived from the 6-20 scale), which linked subjective ratings to objective cardiovascular responses for training load estimation. Concurrently, the session-RPE (sRPE) method emerged around as a practical modification, multiplying a single post-session RPE rating by session duration to quantify global training load, facilitating its routine use in athletic monitoring and prevention. These advancements solidified RPE's role in , with studies demonstrating its correlation to internal loads like and thresholds. In recent years (2020-2025), RPE has seen heightened application in specialized domains, including resistance training, where distinctions between set RPE (overall effort per set) and rep RPE (effort per repetition) allow for autoregulated programming to optimize and strength while minimizing . Adaptations for older adults emphasize RPE-based prescriptions to promote safe resistance exercise adherence and functional improvements, rebranding traditional protocols to reduce intimidation and enhance . Digital innovations, such as mobile apps and wearable integrations, now enable real-time RPE tracking during sessions, supporting personalized feedback in both clinical and athletic settings. Scoping reviews from 2024-2025 have further mapped RPE's utility in continuous sports like running and , highlighting evidence gaps in measurement reliability across contexts while affirming its validity for load management. Minor scales, such as the system with pictorial anchors, emerged in the late 1990s and early 2000s as adaptations for children and adolescents, using visual cues to improve comprehension and validity in pediatric populations during activities like walking or .

RPE Scales

6-20 Borg Scale

The 6-20 Borg Scale, developed by Gunnar Borg, is a 15-point category scale designed to quantify perceived exertion during , ranging numerically from 6 to 20 in increments of 1. Verbal anchors provide qualitative descriptors at key points to assist in rating overall bodily sensations of effort, such as increased breathing, heart pounding, , and sweating. The scale's anchors are as follows:
  • 6: No exertion at all
  • 7: Extremely light
  • 8:
  • 9: Very light
  • 10:
  • 11: Light
  • 12:
  • 13: Somewhat hard
  • 14:
  • 15: Hard (heavy)
  • 16:
  • 17: Very hard
  • 18:
  • 19: Extremely hard
  • 20: Maximal
The rationale for the 6-20 numbering stems from its intended alignment with responses in healthy adults, where the RPE value multiplied by 10 approximates beats per minute; for instance, an RPE of 12 corresponds roughly to 120 , reflecting 60-100% of maximum across the scale's range. This design facilitates practical use in exercise settings without requiring physiological monitoring equipment, drawing on psychophysical principles to link subjective to workload. Administration involves providing clear instructions to participants to focus on their total feeling of rather than isolated symptoms, often using a printed or verbal of the . Ratings are typically obtained in during exercise (e.g., at steady-state intervals) or immediately afterward to capture or effort, with users selecting the number that best matches their . The original relies on numerical and verbal elements without pictorial aids, though simple diagrams may accompany instructions in practice to enhance comprehension. Interpretive categories group ratings to guide : light (11-12, suitable for warm-up or ), moderate (13-14, aligning with sustainable aerobic work), hard (15-16, indicating challenging effort), very hard (17-18, approaching ), and maximal (19-20, reserved for all-out efforts). These groupings emphasize conceptual levels of effort rather than precise physiological thresholds, supporting self-regulation in training.

CR-10 Borg Scale

The CR-10 Borg Scale, also known as the Category-Ratio (CR) scale, is a psychophysical tool designed to quantify the subjective intensity of perceived , , or other sensory experiences on a numerical range from 0 to 10. Developed by Gunnar Borg in the late 1970s and formally introduced in 1982, it combines elements of category scaling with ratio properties to enable more precise, interval-level measurements compared to earlier category-based methods. This scale addresses key limitations of the original 6-20 Borg Scale by providing finer gradations for high-intensity activities and sensations, where the broader range of the 6-20 scale could obscure subtle differences in effort or discomfort. The structure of the CR-10 scale features a quasi-ratio design, allowing users to report values as decimals (e.g., 3.5) for nuanced ratings and even exceed 10—such as assigning 11 to efforts "beyond maximal"—to avoid effects during extreme conditions. Key verbal anchors guide interpretation and include: 0 ("nothing at all"), 0.5 ("very, very weak—just noticeable"), 1 ("very weak"), 2 ("weak—light"), 3 ("moderate"), 4 ("somewhat strong"), 5 ("strong—hard"), 6 (""), 7 ("very strong"), 8 (""), 9 ("very, very strong—almost maximal"), and 10 ("maximal possible" or "absolute maximum"). These anchors facilitate a non-linear progression that reflects the accelerating nature of perceived intensity, supporting statistical analysis and function modeling of sensory growth. In administration, the scale emphasizes anchoring the value of 10 to the individual's personal absolute maximum, drawn from prior experience or a recalled maximal effort, which personalizes the rating and enhances reliability across diverse populations. Users are instructed to focus on the overall sensation of exertion or a specific symptom, such as heavy breathing or muscle strain, rating it during or immediately after the activity using simple verbal prompts like "How hard is this feeling?" This approach makes the CR-10 particularly suitable for assessing symptoms like dyspnea in respiratory conditions or localized discomfort, as it isolates the target sensation without requiring complex equipment. The interpretive use of the CR-10 often targets localized , such as rating fatigue in specific muscle groups during resistance training, where it provides targeted insights into regional effort levels. It is also adapted for pediatric applications, with simplified instructions and visual aids to help children report during play-based or therapeutic exercises, ensuring accessibility for younger users while maintaining the scale's ratio integrity.

Factors Influencing RPE

Physiological Influences

Trained individuals typically report lower ratings of perceived exertion (RPE) for the same absolute workload compared to untrained individuals, owing to physiological adaptations such as enhanced cardiovascular efficiency and improved oxygen utilization, including higher levels. This difference arises because trained athletes can sustain higher absolute intensities at a given relative effort, resulting in reduced sensory cues from and cardiopulmonary strain. Metabolic factors significantly influence RPE by altering the accumulation of byproducts and availability during exercise. For instance, accumulation in working muscles activates group III and IV afferents, which signal structures to heighten the perception of effort, particularly during high-intensity activities. Similarly, depletion accelerates the rise in RPE over time, as low muscle carbohydrate stores impair energy provision and amplify sensations of local muscle strain, leading to earlier fatigue onset in prolonged exercise. Body temperature regulation also plays a key role; rising core temperature during exercise exacerbates RPE by increasing cardiovascular drift and metabolic demand, independent of external exposure. Age-related physiological changes contribute to elevated RPE at submaximal loads in older adults, primarily due to diminished muscle efficiency, reduced aerobic capacity, and slower recovery from metabolic stress. Individuals with cardiovascular diseases, such as , often experience higher RPE during submaximal exercise because of impaired oxygen delivery, , and heightened sympathetic activation, which amplify cardiopulmonary discomfort. Hormonal responses during exercise modulate RPE through their effects on , , and signaling. Adrenaline release, part of the catecholamine response to intense effort, can intensify RPE by enhancing sensory feedback from the , though training attenuates this effect alongside overall exertion ratings. Conversely, , released in response to prolonged moderate-to-high intensity exercise, help mitigate perceived effort by providing analgesia and reducing the subjective burden of muscle discomfort and central . These influences interact with RPE scales, such as the 6-20 Borg scale, where shifts in hormonal balance may alter anchoring points for effort estimation.

Environmental and Psychological Influences

Environmental factors significantly modulate the rating of perceived exertion (RPE) during . High temperatures and impair , leading to elevated RPE for equivalent workloads. For instance, exposure to temperatures above 29°C has been shown to increase RPE by approximately 1-2 points on the Borg scale compared to cooler conditions, reflecting heightened perceptual strain. Similarly, increased relative exacerbates this effect by reducing evaporative cooling efficiency, with studies indicating a synergistic rise in RPE of up to 3.3 units when combining heat stress with other stressors like . Altitude-induced further elevates RPE by limiting oxygen availability, causing greater perceived effort in leg muscles during submaximal exercise at high elevations compared to . Environmental elements such as variability and also alter RPE; uneven in running or demands adjustments in pacing that can heighten overall perceived exertion, while distracting in training settings may amplify perception through attentional interference. Psychological factors play a crucial role in shaping RPE, often amplifying or attenuating effort perception independent of physiological load. High and positive can lower RPE, enabling sustained , whereas anxiety and a fatigue-oriented elevate it, with predicting up to a 20% greater initial RPE rise during tasks. Interventions like listening to preferred music reduce RPE by around 10% during high-intensity exercise by diverting from discomfort, an effect that strengthens over time. , particularly in group exercise settings, similarly decreases RPE through enhanced perceived cohesion and reduced , with correlations showing negative associations (r = -0.73) between support levels and exertion ratings during activities. Recent studies from 2020 to 2025 highlight the role of () environments in modulating RPE during and training. Immersive VR setups have been found to lower perceived exertion compared to traditional exercises, as participants report effort levels below their actual physiological demands, potentially due to engaging distractions that mask . This —where RPE underestimates true —can enhance adherence in rehab programs by making sessions feel less strenuous. These environmental and psychological influences often interact to amplify underlying physiological strain. For example, hot conditions exacerbate , which independently raises RPE by 0.21 points per 1% body mass loss, compounding thermal discomfort and leading to steeper perceptual increases during prolonged activity.

Applications

Exercise Prescription and Training Load

In exercise prescription, rating of perceived exertion (RPE) serves as a practical tool to target workout intensity, particularly in aerobic activities like running and , where individuals are guided to maintain an RPE of 12-14 on the 6-20 Borg scale for moderate-intensity sessions. This approach allows athletes to self-regulate based on subjective effort, ensuring alignment with physiological demands without relying on equipment like monitors, and has been shown to effectively improve performance in structured programs. For example, runners may adjust speed to sustain this RPE range during interval sessions, promoting consistent effort across varying terrains or conditions. The session-RPE (sRPE) method further enhances training load quantification by multiplying the average RPE reported at the end of a session (typically 30 minutes post-exercise) by the session duration in minutes, yielding arbitrary units that represent overall internal load. This simple metric, validated across diverse exercise modalities including steady-state and intermittent efforts, enables coaches to accumulate weekly loads for . In resistance training, rep-RPE autoregulation uses a modified scale where RPE values correspond to repetitions in reserve (RIR), such as RPE 8 indicating 2 reps left before failure, allowing lifters to select loads that match daily capacity and prevent over- or under-training. Recent guidelines emphasize this method for in training, as it provides real-time feedback to adjust and based on . For load monitoring in team sports, the sRPE method has been validated as a reliable indicator of cumulative , with strong correlations to objective measures like heart rate-derived training impulse (r = 0.54-0.91), enabling weekly totals to guide and reduce by avoiding acute spikes exceeding 20-30% from prior weeks. In soccer and , for instance, tracking sRPE helps balance match and practice demands, with studies showing its role in preventing overuse injuries through individualized load management. Personalization of RPE-based prescription is crucial, particularly for older adults, where studies advocate safe thresholds for moderate aerobic and exercises to enhance strength and while minimizing cardiovascular . This adjustment accounts for age-related perceptual differences, ensuring yet sustainable , as demonstrated in interventions improving functional outcomes without adverse events.

Clinical and Research Uses

In programs, the Borg RPE scale is employed to prescribe and monitor , with a target range of 11-13 on the 6-20 scale recommended to ensure safe progression and moderate workloads that align with 60-80% of peak or VO₂ reserve. This approach allows patients to self-regulate effort, achieving intensities around 71% VO₂R while minimizing risks of overexertion, as demonstrated in 2 rehabilitation protocols where 82% of participants exceeded 60% VO₂R at these levels. Recent guidelines from the reinforce RPE 11-13 for aerobic components in cardiac rehab, facilitating individualized adjustments based on patient feedback. For pulmonary patients, the CR-10 Borg scale is widely used to assess dyspnea during exercises, providing a subjective measure of breathlessness that correlates with dynamic and guides symptom management without relying solely on objective metrics. In studies of patients, CR-10 ratings during incremental exercise or paced breathing helped quantify dyspnea intensity, revealing no direct proportionality to magnitude but aiding in tailoring interventions to tolerable levels around 3-4. In settings, RPE functions as a key in trials evaluating exercise interventions, capturing perceived effort to gauge efficacy and adherence in populations with conditions. For instance, in an eight-week intensive aerobic and muscle endurance program for patients with systemic sclerosis, sessions were prescribed at RPE 15, resulting in improvements in aerobic capacity and reduced fatigue trends among participants. A 2024 involving over 6,000 participants further established RPE thresholds for intensity classification during cardiopulmonary testing, defining 12-14 as moderate intensity corresponding to 2-3 mmol/L blood , which informs trial designs for personalized activity recommendations. Adapted RPE scales, such as the scale, are utilized in pediatric and special populations for , offering pictorial formats that enhance comprehension and validity in children aged 6-18, including those with at Gross Motor Function Classification System levels I-III. These scales demonstrate strong correlations (r=0.80-0.83) with and oxygen consumption during progressive activities, enabling safe monitoring in ambulatory youth. Similarly, in adults with disabilities like , the standard 6-20 Borg RPE shows high reliability ( >0.86) and validity (r=0.69-0.70 with VO₂ and workload) for prescribing cycling exercises in mildly to moderately impaired individuals. Longitudinal epidemiological incorporates RPE to track perceived effort in assessments, linking higher cardiorespiratory —reflected in RPE responses during submaximal tests—to reduced mortality risk and better health outcomes. In the German Health Interview and Examination Survey for Adults, RPE averaged 15 at peak workload in a ergometry among 3,030 participants, contributing for of levels associated with lower incidence.

Validation and Reliability

Psychometric Properties

The Rating of Perceived Exertion (RPE) scales exhibit robust psychometric properties, making them reliable and valid tools for assessing subjective exercise intensity. Reliability is evidenced by high test-retest coefficients, with intraclass correlation coefficients (ICCs) exceeding 0.80 across various protocols; for instance, in resistance exercises involving the quadriceps, the Borg RPE scale yielded an ICC of 0.895 (95% CI: 0.866–0.918) over sessions spaced 7–14 days apart. Similarly, during fixed-effort cycling bouts, RPE demonstrated excellent intra-individual consistency in repeated trials, with ICCs greater than 0.90 for overall perceived effort across 30-minute sessions at moderate intensities. Validity encompasses both construct and content dimensions. Construct validity is supported by the scales' alignment with psychophysical principles of perceived exertion, as originally formulated by Borg, ensuring they capture the intended theoretical construct of overall bodily effort. Content validity is strong, with comprehensive coverage of key sensations including effort, breathlessness, and , as affirmed by expert evaluations in scale adaptations that achieved content validity coefficients (CVC) of 0.993. RPE scales demonstrate good to incremental changes in , enabling detection of differences in submaximal efforts such as those in resistance or aerobic protocols. However, is limited in very short-duration or explosive activities, where rapid physiological responses may not allow full development of perceptual cues, potentially reducing accuracy. Recent evaluations from 2020 to 2025 confirm these properties in diverse contexts. A 2024 study on submaximal 20-m shuttle-run tests in children aged 12–14 reported moderate test-retest reliability for RPE-derived VO₂peak predictions (ICCs = 0.70–0.72), with less aversive affective responses compared to maximal testing, supporting its utility in youth populations. RPE also shows consistent correlations with physiological measures of exertion, further bolstering its overall validity.

Correlations with Objective Measures

The 6-20 Borg scale exhibits a strong linear relationship with (HR) during steady-state , where an approximate formula of HR ≈ RPE × 10 has been established, allowing RPE values to predict HR zones (e.g., an RPE of 14 corresponds to approximately 140 ). This linkage stems from the scale's original design to mirror HR responses, with validation showing high correlations (r > 0.90) in continuous, submaximal efforts across various populations. RPE demonstrates robust linear correlations with oxygen uptake, particularly as a of maximal oxygen consumption (%VO2max), with coefficients typically ranging from 0.80 to 0.95 across exercise modalities such as , running, and . These associations hold in both incremental and steady-state protocols, underscoring RPE's utility as a for metabolic demand without direct gas analysis. Beyond cardiorespiratory metrics, RPE aligns closely with blood thresholds, where perceptual ratings increase proportionally with accumulation during progressive exercise, enabling RPE to approximate transitions (r ≈ 0.80-0.90). In endurance activities, RPE also correlates strongly with performance velocities in running and , reflecting pacing and effort calibration (r > 0.85). A 2024 systematic review further confirmed high correlations (r = 0.70-0.90) between RPE scales and maximal movement velocity in resistance training exercises like squats and bench presses, supporting RPE's role in load monitoring. Despite these strengths, correlations weaken in intermittent or high-intensity exercises, where RPE may underestimate or overestimate physiological strain due to rapid fluctuations in effort (r dropping to 0.70-0.80). Additionally, variability— influenced by factors like fitness level, , and psychological state—can reduce predictive accuracy in or unfamiliar exercises, with inter-individual differences exceeding 10-15% in RPE responses to identical workloads.

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