Patrick Manser

Postdoctoral Researcher in Technology-enhanced Training for Brain Health at Karolinska Institute


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Test-retest reliability and validity of vagally-mediated heart rate variability to monitor internal training load in older adults: a within-subjects (repeated-measures) randomized study


Journal article


Patrick Manser, Eling D de Bruin
BMC Sports Science, Medicine and Rehabilitation, vol. 16, Springer, 2024, p. 141

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APA   Click to copy
Manser, P., & de Bruin, E. D. (2024). Test-retest reliability and validity of vagally-mediated heart rate variability to monitor internal training load in older adults: a within-subjects (repeated-measures) randomized study. BMC Sports Science, Medicine and Rehabilitation, 16, 141.


Chicago/Turabian   Click to copy
Manser, Patrick, and Eling D de Bruin. “Test-Retest Reliability and Validity of Vagally-Mediated Heart Rate Variability to Monitor Internal Training Load in Older Adults: a within-Subjects (Repeated-Measures) Randomized Study.” BMC Sports Science, Medicine and Rehabilitation 16 (2024): 141.


MLA   Click to copy
Manser, Patrick, and Eling D. de Bruin. “Test-Retest Reliability and Validity of Vagally-Mediated Heart Rate Variability to Monitor Internal Training Load in Older Adults: a within-Subjects (Repeated-Measures) Randomized Study.” BMC Sports Science, Medicine and Rehabilitation, vol. 16, Springer, 2024, p. 141.


BibTeX   Click to copy

@article{manser2024a,
  title = {Test-retest reliability and validity of vagally-mediated heart rate variability to monitor internal training load in older adults: a within-subjects (repeated-measures) randomized study},
  year = {2024},
  journal = {BMC Sports Science, Medicine and Rehabilitation},
  pages = {141},
  publisher = {Springer},
  volume = {16},
  author = {Manser, Patrick and de Bruin, Eling D}
}

Abstract:

Background: Vagally-mediated heart rate variability (vm-HRV) shows promise as a biomarker of internal training load (ITL) during exergame-based training or motor-cognitive training in general. This study evaluated the test-retest reliability of vm-HRV during exergaming in healthy older adults (HOA) and its validity to monitor ITL.

Methods: A within-subjects (repeated-measures) randomized study was conducted that included baseline assessments and 4 measurement sessions. Participants played 5 exergames at 3 standardized levels of external task demands (i.e., “easy”, “challenging”, and “excessive”) in random order for 90 s. Test-retest reliability was assessed on the basis of repeated-measures analyses of variance (ANOVA), intraclass correlation coefficients (ICC3,1), standard errors of measurement (SEM), and smallest detectable differences (SDD). Validity was determined by examining the effect of game level on vm-HRV in the ANOVA.

Results: Fourty-three HOA (67.0 ± 7.0 years; 58.1% females (25 females, 18 males); body mass index = 23.7 ± 3.0 kg·m−2) were included. Mean R-R time intervals (mRR) and parasympathetic nervous system tone index (PNS-Index) exhibited mostly good to excellent relative test-retest reliability with no systematic error. Mean SEM% and SDD% were 36.4% and 100.7% for mRR, and 44.6% and 123.7% for PNS-Index, respectively. Significant differences in mRR and PNS-Index were observed between standardized levels of external task demands, with mostly large effect sizes (mean r = 0.847). These results persisted irrespective of the type of neurocognitive domain trained and when only motoric and cognitive demands were manipulated while physical intensity was kept constant. The remaining vm-HRV parameters showed inconsistent or poor reliability and validity.

Conclusion: Only mRR and PNS-Index demonstrated reliable measurement and served as valid biomarkers for ITL during exergaming at a group level. Nonetheless, the presence of large SEMs hampers the detection of individual changes over time and suggests insufficient precision of these measurements at the individual level. Future research should further investigate the reliability and validity of vm-HRV with a specific focus on comparing different measurement methodologies and exercise conditions, particularly focusing on ultra-short-term HRV measurements, and investigate the potential implications (i.e., superiority to other markers of ITL or monitoring strategies?) of using vm-HRV as a biomarker of ITL. 


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