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Do you need all your gadgets? The relationship between RPE and other training load metrics

In a recent study scientists compared the efficacy of an athlete’s rating of perceived exertion (RPE) vs. standard training load measures captured by our various gadgets like HR (measured with LuTRIMP), power (measured in kj spent) and training stress (measured in TSS) over a 4 year period from 21 professional cyclists with the Germany-based Team Sunweb.   After analyzing 11,655 training sessions, time trials, and road races (which included multi-day stage races like the Tour de France) they found that there was an almost perfect correlation between RPE and these other measures.  So RPE is in fact, a gadget-free way to accurately measure your physical load during training.   

Fun Fact: The creator of the RPE system, Gunnar Borg made many different scales for self assessement. The one used in this study is a 15 point scale from 6-20….which seems odd except for the fact that it was originally created for athletes and modeled after heart rate from 60 bpm to 200 bpm. It has also been shown to be the most accurate when rating physical exertion while the 10 point scale is used most often by doctors to rate things like the level of pain a patient is experiencing, etc. SOURCE: “Borg’s Perceived Exertion and Pain Scales by Gunnar Borg”

Remember they said “almost perfect”….  The study also found that during competition RPE tends to degrade and become less accurate.  Scientists found that in road races both RPE and heart rate tend to be less accurate measures vs power and training stress citing that:

“…accumulating physical or mental fatigue makes this relationship weaker during road races. “

Essentially, even with highly trained professional athletes, their perception of effort becomes compromised with increased mental fatigue.   So if the mind is incorrectly perceiving the limits of the body imagine what would happen if we could more accurately understand just how far our body can go?  This is pretty interesting and aligns well to the science behind the Rewire system which is based on mental fatigue training designed to make you more mentally tough and to reduce the perception of effort during competition. 

Take Aways…

  1. Regularly use RPE in training
  2. Remember your RPE may be much less accurate in competition
  3. Incorporate mental fatigue training into your program

For more info check out this study:

Relationship Between Various Training Load Measures in Elite Cyclists during Training, Road Races and Time Trials” by van Erp T, Foster C, de Koning JJ International Journal of Sports Physiology and Performance © 2018 Human Kinetics, Inc. 

101 Guide to using RPE in Training

In sports training, rating of perceived exertion aka RPE is used as an internal assessment for training load during training and competition. The original scale was invented by Stockholm professor of Psychophysics, Gunnar Borg in 1966. Since its invention the RPE scale has been established as the gold standard for self-assessment in the sports world as well as in many other arenas with variations of the scale used by medical doctors and clinicians for assessing things like level of physical pain a patient is experiencing, etc.

Not all scales are created equally.

The two primary scales invented by Borg are the “Borg Ratings of Perceived Exertion (RPE) ” and the “CR10 scale”. The RPE scale is a 15 point scale from 6-20 used to assess the perception of effort where as the CR10 is a 10 point scale from 1-10 primarily used to assess pain and discomfort. Athletes often mistakenly use the CR10 scale but the science has shown that the best one to use is this RPE scale below.

Fun Fact: RPE 15 point scale from 6-20 seems a bit odd except for the fact that it was originally modeled after heart rate from 60 bpm to 200 bpm.

How to Use the RPE Scale

Either while exercising or immediately afterwards rate your perception of exertion based on this 15 point scale.

  • 6 – No exertion at all
  • 7 – Extremely light
  • 8
  • 9 – Very light
  • 10
  • 11 – Light
  • 12
  • 13 – Somewhat hard
  • 14
  • 15 – Hard
  • 16
  • 17 – Very hard
  • 18
  • 19 – Extremely hard
  • 20 – Maximal exertion

As Borg writes in his book Borg’s Perceived Exertion and Pain Scales by Gunnar Borg:

“Try to appraise your feeling of exertion as honestly as possible, without thinking about what the actual load is. Don’t underestimate it, but don’t over estimate it either. It’s your own feeling of effort and exertion that’s important, not how it compares to other people’s. What other people think is not important either. Look at the scale and the expressions and then give a number.”




Some Additional Context on Levels

9 – corresponds to “very light” exercise. For a normal, healthy person it is like walking slowly at his or her own pace for some minutes

13 – on the scale is “somewhat hard” exercise, but it still feels OK to continue

17 – “very hard” is very strenuous. A healthy person can still go on, but he or she really has to push him- or herself. It feels very heavy, and the person is very tired

19 – on the scale is an extremely strenuous exercise level. For most people this is the most strenuous exercise they have ever experienced.


Pro Tip: Some RPE scales out on the internet will have strange things like additional numbers on the scale in fractions e.g. “7.5 – Extremely light”. These are bogus or manipulated scales. Also remember that the 10 point scale was designed for pain assessment and is not the same thing as the 15 point RPE scale which was designed for athletes and coaches to assess physical intensity in training and competition. Use the one above which is backed by over 50 years of science.

So the next time you are out training and your smart device dies….try using your own internal gadget as a backup 😉