ArticleApplied psychophysiology and biofeedback2023
The Potential of Heart Rate Variability Monitoring for Mental Health Assessment in Top Wheel Gymnastics Athletes: A Single Case Design.
Article in Applied psychophysiology and biofeedback, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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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.
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Who cites it
6 citing papers in PubMed, 10 citations in OpenAlex.
- External conditioning of data collection enhances the information content from wearable sensors.NPJ cardiovascular health · 2026Article
- Associations Between Daily Heart Rate Variability and Self-Reported Wellness: A 14-Day Observational Study in Healthy Adults.Sensors (Basel, Switzerland) · 2025Observational
- Longitudinal effects of stress in an academic context on psychological well-being, physiological markers, health behaviors, and academic performance in university students.BMC psychology · 2025Article
- Changes in hair cortisol and oxytocin independently associate with positive and negative psychological states in female soccer players.Frontiers in sports and active living · 2025Article
- Hair cortisol is a physiological indicator of training stress for female footballers.European journal of applied physiology · 2024Article
- [Mental fatigue state recognition method based on convolution neural network and long short-term memory].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2024Article
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The assessment of heart rate variability (HRV) upon waking has been proposed as a method to evaluate mental health; however, owing to large individual differences among athletes, it is unclear whether HRV is adequate to predict mental health decline. In this study, we sought to establish this by evaluating HRV upon awakening in one athlete over 20 months. We assessed mental health once a month by calculating the depression index. In addition, self-reported training load and psychological fatigue index were assessed as psychological indices for athletes. Heart rate and HRV were each measured three days per week in both resting (supine) and standing (upright) positions. The results showed that orthostatic HRV upon waking had moderate linear relationships with the scores on the depression index and psychological fatigue index. By contrast, self-reported training load, a measure of physical stressor, was not associated with HRV. The findings suggest that the repeated assessment of HRV upon waking and mental health indicators may be useful in preventing mental health decline in athletes.
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