Evidence map›Paper›PMID 38956784›Full record

ArticleEuropean journal of sport science2024

Monitoring fatigue state with heart rate-based and subjective methods during intensified training in recreational runners.

Olli-Pekka Nuuttila, Arja Uusitalo, Veli-Pekka Kokkonen, Nilushika Weerarathna, Heikki Kyröläinen

Abstract read
In one paragraph

Article in European journal of sport science, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  4. Observational
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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

5 authors.

Olli-Pekka NuuttilaFaculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.ORCID https://orcid.org/0000-0003-4819-0619
Arja UusitaloDepartment of Sports and Exercise Medicine, Clinicum, University of Helsinki, Helsinki, Finland.
Veli-Pekka KokkonenFaculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
Nilushika WeerarathnaFaculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
Heikki KyröläinenFaculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.

Funding

Polar Electro OyThe Finnish Sports Research FoundationThe Foundation of Sports Institute
6 · The paper itself

Abstract

The purpose of this study was firstly to examine the sensitivity of heart rate (HR)-based and subjective monitoring markers to intensified endurance training; and secondly, to investigate the validity of these markers to distinguish individuals in different fatigue states. A total of 24 recreational runners performed a 3-week baseline period, a 2-week overload period, and a 1-week recovery period. Performance was assessed before and after each period with a 3000m running test. Recovery was monitored with daily orthostatic tests, nocturnal HR recordings, questionnaires, and exercise data. The participants were divided into subgroups (overreached/OR, n = 8; responders/RESP, n = 12) based on the changes in performance and subjective recovery. The responses to the second week of the overload period were compared between the subgroups. RESP improved their baseline 3000 m time (p < 0.001) after the overload period (-2.5 ± 1.0%), and the change differed (p < 0.001) from OR (0.6 ± 1.2%). The changes in nocturnal HR (OR 3.2 ± 3.1%; RESP -2.8 ± 3.7%, p = 0.002) and HR variability (OR -0.7 ± 1.8%; RESP 2.1 ± 1.6%, p = 0.011) differed between the subgroups. In addition, the decrease in subjective readiness to train (p = 0.009) and increase in soreness of the legs (p = 0.04) were greater in OR compared to RESP. Nocturnal HR, readiness to train, and exercise-derived HR-running power index had ≥85% positive and negative predictive values in the discrimination between OR and RESP individuals. In conclusion, exercise tolerance can vary substantially in recreational runners. The results supported the usefulness of nocturnal HR and subjective recovery assessments in recognizing fatigue states.

Indexed as

FatigueHeart RateRunningAdultEndurance TrainingExercise TestFemaleHumansMalePhysical EnduranceSurveys and QuestionnairesYoung Adultfatigueovertrainingperformancephysiologyrecovery

Identifiers

PMID38956784
PMCPMC11235883

What OpenQuestion holds

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Registered trials

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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 OpenQuestion graph.