Performance Science Lab
Monitoring lab
Monitoring is useful when it changes decisions: training load, recovery signals, and pacing control.
Start here
- • A metric is only good if it changes behavior (not anxiety).
- • Trend > point: weekly averages beat single-night readings.
- • Use monitoring to avoid overreach and to time intensity weeks.
Study library (reference)
Individual studies for deeper reading.
Training adaptation and heart rate variability in elite endurance athletes: opening the door to effective monitoring.
PMID 23852425 (2013): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
Heart rate monitoring: applications and limitations.
PMID 12762827 (2003): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
The quantification of training load, the training response and the effect on performance.
PMID 19691366 (2009): monitoring — Recovery speed (study note for endurance athletes).
Heart Rate Variability and Academic Performance of First-Year University Students.
PMID 31266027 (2019): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
Heart Rate Variability Indices of Student Pilots Undergo Modifications During Flight Training.
PMID 37853596 (2023): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
Heart rate variability, mood and performance: a pilot study on the interrelation of these variables in amateur road cyclists.
PMID 35378933 (2022): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
Training Load, Heart Rate Variability, Direct Current Potential and Elite Long Jump Performance Prior and during the 2016 Olympic Games.
PMID 34267588 (2021): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
Heart rate variability and swimming.
PMID 24958562 (2014): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
The Effect of Heart Rate Variability Biofeedback on Basketball Performance Tests.
PMID 37490184 (2023): heart rate variability — Recovery speed (study note for endurance athletes).
Relationships Between Heart Rate Variability, Occupational Performance, and Fitness for Tactical Personnel: A Systematic Review.
PMID 33240835 (2020): heart rate variability — Recovery speed (study note for endurance athletes).
Applying Heart Rate Variability to Monitor Health and Performance in Tactical Personnel: A Narrative Review.
PMID 34360435 (2021): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
Heart-rate variability and training-intensity distribution in elite rowers.
PMID 24700160 (2014): heart, rate — Recovery speed (study note for endurance athletes).
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Performance Science Lab
Research-backed protocols and evidence grades for endurance performance — built for athletes.
Training adaptation and heart rate variability in eli… (PMID 23852425)
PMID 23852425 (2013): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
Heart rate monitoring: applications and limitations. (PMID 12762827)
PMID 12762827 (2003): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
The quantification of training load, the training res… (PMID 19691366)
PMID 19691366 (2009): monitoring — Recovery speed (study note for endurance athletes).
Heart Rate Variability and Academic Performance of Fi… (PMID 31266027)
PMID 31266027 (2019): heart rate variability, hrv — Recovery speed (study note for endurance athletes).
Heart Rate Variability Indices of Student Pilots Unde… (PMID 37853596)
PMID 37853596 (2023): heart rate variability, hrv — Recovery speed (study note for endurance athletes).