Evidence map›Paper›PMID 41590971›Full record

ArticleSports (Basel, Switzerland)2026

Towards Accurate Reference Values for Heart Rate and Speed Zones by Aerobic Fitness and Sex in Long-Distance Runners.

Jonathan Esteve-Lanao, Sergio Sellés-Pérez, Héctor Arévalo-Chico, Roberto Cejuela

Abstract read
In one paragraph

Article in Sports (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Jonathan Esteve-LanaoAll In Your Mind Training System Ciudad de México, Mexico City 06140, Mexico.
Sergio Sellés-PérezPhysical Education and Sports, Faculty of Education, University of Alicante, 03690 San Vicente del Raspeig, Spain.ORCID 0000-0002-9173-9219
Héctor Arévalo-ChicoPhysical Education and Sports, Faculty of Education, University of Alicante, 03690 San Vicente del Raspeig, Spain.ORCID 0009-0004-1081-6449
Roberto CejuelaPhysical Education and Sports, Faculty of Education, University of Alicante, 03690 San Vicente del Raspeig, Spain.ORCID 0000-0003-4315-6307

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study aimed to provide reference values for estimating training intensities in long-distance runners based on progressive incremental tests, considering differences related to sex and performance level.

methodsA total of 1411 endurance-trained runners (819 men and 592 women) completed a standardized treadmill protocol with gas exchange analysis to determine ventilatory thresholds and peak oxygen consumption (VO

resultsHR at second ventilatory threshold (VT2) occurred at 93.5 ± 2.5% of HR peak, and HR at first ventilatory threshold at 85.1 ± 4.6%. The relative running speeds at VT2 and VT1 corresponded to 87.6 ± 3.9% and 73.9 ± 5.5% of the speed at VO

conclusionsThese findings establish precise, evidence-based reference ranges derived from a large cohort of runners and highlight the need to consider sex and performance level when estimating exercise intensities. Individualized physiological assessment remains essential for accurate training prescription and performance optimization.

Indexed as

endurance trainingheart rateoxygen consumptionperformance analysisrunning speedVT1VT2

Identifiers

PMID41590971
PMCPMC12845794

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.