Armes · Frontiers in psychology 2020 · Within-subject experimental deception study · n=38

"Just One More Rep!" - Ability to Predict Proximity to Task Failure in Resistance Trained Persons.

Cited 24 times in the scientific literature.

Level 3 - non-randomized controlled study

Repeated-measures laboratory experimental study graded by design analogy

PubMed 33424678 · doi:10.3389/fpsyg.2020.565416 · record verified 2026-08-29

What was done

Researchers examined the accuracy of resistance-trained individuals (at least 1 year of experience) in predicting proximity to momentary task failure using a deception design across two experiments. Participants performed four trials of single-set knee extensions to either their self-determined repetition maximum (sdRM; predicted failure on the next repetition) or actual momentary failure (MF). In Experiment 1 (n = 14), participants used 70% of baseline 1-repetition maximum. In Experiment 2 (n = 24), participants used 70% of daily isometric maximal voluntary contraction.

What was found

Participants systematically underpredicted their repetitions to failure across experiments, with a pooled meta-analytic estimate of 2.0 repetitions underpredicted (95% CI 0.0 to 4.0).

Why it matters

Repetitions-in-reserve and proximity-to-failure scales are commonly used to regulate training intensity, but lifters may underestimate their true capacity. This perceptual mismatch can lead to under-dosing resistance training stimulus intended for strength and hypertrophy.

Limits

The abstract reports on a small total sample (n = 38 across two cohorts) tested only on a single-joint exercise (knee extension). Findings may not generalize to multi-joint compound exercises, multi-set protocols, upper-body movements, or different loading ranges. No longitudinal adaptations were assessed.

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