REF-1341 · Achten & Jeukendrup, 2003 · Sports Medicine · Paper · PubMed

Why does my heart rate differ on the same ride from day to day?

Some spread is normal (small, says this review; 6-12 beats in the base's guide, REF-1077); heat, dehydration and long efforts can move it profoundly (B+, abstract).

Main caveat: Abstract only. The full text is behind the publisher's paywall and not in PubMed Central.
moderate evidenceMeasured on non-athletes to elite athletes

Achten and Jeukendrup review the uses and limits of heart-rate monitors, which over the previous 20 years had become a common training aid. Their abstract makes heart rate mainly a measure of exercise intensity — easy to monitor, relatively cheap, usable in most situations — and lists where it misleads.

Heart-rate variability falls progressively up to moderate intensities during graded exercise and then stabilises; trained people have higher variability than untrained ones in cross-sectional studies, while longitudinal training studies are split, perhaps because programmes differ in length.

Heart rate and its variability might help prevent and detect overtraining: the effect of overreaching on submaximal heart rate is controversial (lower in some studies, unchanged in others), maximal heart rate "appears to be decreased in almost all 'overreaching' studies", and too few variability studies exist for firm conclusions.

Predicting VO2max from the heart rate-VO2 relationship rests on several assumptions and can deviate up to 20% from the true value; estimating energy expenditure that way is satisfactory for groups but not very accurate for individuals.

Day-to-day variability in heart rate is small, a steady rise during exercise was seen in most studies, and dehydration and ambient temperature can have a profound effect on the heart rate-VO2 relationship.

Our reading: the abstract gives the base a review-level source for heat, fluid and drift moving heart rate at the same work, and for a lower maximal heart rate after overreaching; it gives no size for the day-to-day variation, and the base's sizes are not all small: about 3 bpm at the end of stages near 85-90% HRmax and more at easy intensities (REF-756), and 6-12 beats in the Olympiatoppen guideline that SYNTH-38 uses (REF-1077, C).

Protocol

Design: narrative review; search method, inclusion rules and the number of studies reviewed are not given in the abstract (n = not applicable).
Scope (from the abstract): development of heart-rate monitors; heart-rate variability (age, sex, mortality, graded exercise, training status); heart rate as an intensity measure; overreaching and overtraining; VO2max prediction and energy expenditure from the heart rate-VO2 relationship; factors that alter that relationship (day-to-day variability, drift during exercise, dehydration, ambient temperature).
Not given in the abstract: study populations and sizes, any bpm values, funding or conflicts.

Key Results

TopicThe abstract's statement
Heart-rate variability during graded exercisedecreases progressively up to moderate intensities, then stabilises
Variability and traininghigher in trained than untrained people in cross-sectional studies; longitudinal studies equivocal (some increased, an equal number no difference), perhaps because of programme length
Overreaching, submaximal heart ratecontroversial: decreased in some studies, no difference in others
Overreaching, maximal heart rate"appears to be decreased in almost all 'overreaching' studies"
Overreaching, variabilityfew studies; no firm conclusions
VO2max predicted from heart raterelies on several assumptions; results can deviate up to 20% from the true value
Energy expenditure from heart ratesatisfactory at group level; not very accurate for individuals
Day to daysmall day-to-day variability in heart rate
During exercisea steady increase observed in most studies
Dehydration, ambient temperaturecan have a profound effect on the heart rate-VO2 relationship

Mechanisms

Authors' interpretation (abstract): the heart rate-VO2 relationship that makes heart rate a useful intensity measure is itself "influenced by numerous factors", so the same heart rate does not always mean the same oxygen cost, and the same work does not always give the same heart rate.
Authors' interpretation (abstract): a lower maximal heart rate is a consistent feature of overreaching, while submaximal heart rate is not a reliable sign of it.
Inference: the steady rise during exercise and the effect of temperature and dehydration are the same phenomenon the base treats as cardiovascular drift (REF-3495, REF-3496); the abstract does not discuss its mechanism (one view: REF-1340).

Practical Application

Why does my heart rate differ on the same ride from day to day? Some spread is normal (small, says this review; 6-12 beats in the base's guide, REF-1077); heat, dehydration and long efforts can move it profoundly (B+, abstract).
What it is good for as a source: a review-level list of what moves heart rate at the same work (temperature, dehydration, drift, overreaching) and of the error in heart-rate VO2max and calorie estimates. It does not size the day-to-day variation and does not cover sleep, caffeine, illness or race-day arousal.
After a heavy block: a lower peak heart rate in hard efforts fits overreaching in almost all the studies the review saw; read it beside performance and how the athlete feels, not alone (SYNTH-30); a lower submaximal heart rate can mean either fitness or fatigue (inference: training lowers it, REF-1342; overreaching lowered it in some studies here).
VO2max and calories from heart rate: up to 20% off for VO2max, group-level only for energy; the base's wearable entries agree for watch estimates (REF-1253, REF-1254; SYNTH-91).
Zones: anchor heart-rate zones on a measured threshold, not a formula (SYNTH-38); not from this paper.

Limitations

Abstract only. The full text is behind the publisher's paywall and not in PubMed Central; the two University of Birmingham repository records listed by OpenAlex hold no file. The studies behind each statement, any bpm values and the authors' funding and conflicts could not be read.
2003. Monitors, optical sensors and the variability literature have changed since; the abstract's statements predate wrist optical heart rate.
Hedged statements. "Small" day-to-day variability and a "profound" effect are not quantified in the abstract.
How this entry was checked and changed
Why this level

authoritative narrative review from a leading exercise-physiology group (Jeukendrup, then at the University of Birmingham), the rubric's line; read from the abstract only. Not to be confused with the same authors' 2003 FatMax study (REF-451)