Evidence map›Paper›PMID 34450939›Full record

ArticleSensors (Basel, Switzerland)2021

The Use of a Smartphone Application in Monitoring HRV during an Altitude Training Camp in Professional Female Cyclists: A Preliminary Study.

Alejandro Javaloyes, Manuel Mateo-March, Agustín Manresa-Rocamora, Santiago Sanz-Quinto, Manuel Moya-Ramón

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Mapping HRV in sports science: from monitoring to machine learning.Frontiers in sports and active living · 2025
    Review
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.

Alejandro JavaloyesSports Research Centre, Department of Sports Science, Universidad Miguel Hernández de Elche, 03202 Elche, Spain.ORCID 0000-0003-2689-4244
Manuel Mateo-MarchSpanish Cycling Federation, 28008 Madrid, Spain.ORCID 0000-0003-4418-8263
Agustín Manresa-RocamoraSports Research Centre, Department of Sports Science, Universidad Miguel Hernández de Elche, 03202 Elche, Spain.ORCID 0000-0002-1399-2411
Santiago Sanz-QuintoSports Research Centre, Department of Sports Science, Universidad Miguel Hernández de Elche, 03202 Elche, Spain.ORCID 0000-0002-3022-4449
Manuel Moya-RamónSports Research Centre, Department of Sports Science, Universidad Miguel Hernández de Elche, 03202 Elche, Spain.ORCID 0000-0002-2291-5899

Funding

Ministerio de Ciencia, Innovación y Universidades PID2019-107721RB-I00
6 · The paper itself

Abstract

Altitude training is a common strategy to improve performance in endurance athletes. In this context, the monitoring of training and the athletes' response is essential to ensure positive adaptations. Heart rate variability (HRV) has been proposed as a tool to evaluate stress and the response to training. In this regard, many smartphone applications have emerged allowing a wide access to recording HRV easily. The purpose of this study was to describe the changes of HRV using a validated smartphone application before (Pre-TC), during (TC), and after (Post-TC) an altitude training camp in female professional cyclists. Training load (TL) and vagal markers of heart rate variability (LnRMSSD, LnRMSSDcv) of seven professional female cyclists before, during, and after and altitude training camp were monitored. Training volume (SMD = 0.80), LnRMSSD (SMD = 1.06), and LnRMSSDcv (SMD = -0.98) showed moderate changes from Pre-TC to TC. Training volume (SMD = 0.74), TL (SMD = 0.75), LnRMSSD (SMD = -1.11) and LnRMSSDcv (SMD = 0.83) showed moderate changes from TC to Post-TC. Individual analysis showed that heart rate variability responded differently among subjects. The use of a smartphone application to measure HRV is a useful tool to evaluate the individual response to training in female cyclists.

Indexed as

AltitudeSmartphoneAdaptation, PhysiologicalAthletesFemaleHeart RateHumanselite sportendurance trainingmonitoringprofessional cycling

Identifiers

PMID34450939
PMCPMC8401324

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.