G5 Doctoral dissertation (article)
Monitoring and development of junior cross-country skiers during sports high school (2023)


Kuorelahti, C. (2023). Monitoring and development of junior cross-country skiers during sports high school [Doctoral dissertation]. University of Jyväskylä. JYU dissertations, 697. http://urn.fi/URN:ISBN:978-951-39-9747-2


JYU authors or editors


Publication details

All authors or editorsKuorelahti, Christina

ISBN978-951-39-9747-2

eISBN978-951-39-9747-2

Journal or seriesJYU dissertations

eISSN2489-9003

Publication year2023

Number in series697

Number of pages in the book1 verkkoaineisto (96 sivua, 34 sivua useina numerointijaksoina, 4 numeroimatonta sivua)

PublisherUniversity of Jyväskylä

Place of PublicationJyväskylä

Publication countryFinland

Publication languageEnglish

Persistent website addresshttp://urn.fi/URN:ISBN:978-951-39-9747-2

Publication open accessOpenly available

Publication channel open accessOpen Access channel


Abstract

This thesis followed young athletes attending a sports high school by evaluating various monitoring methods and athlete development. An eight-week longitudinal research period was implemented to examine changes in frequent variables of athlete monitoring (e.g. submaximal tests, nocturnal heart rate variability (HRV), cortisol, orthostatic test etc.) (I), as well as validate several monitoring outcome parameters of heart rate (HR) and HRV (II). Secondly, assessment of performance related outcome changes and associations between subjective stress, sleep and performance-related tests were examined to determine which factors have the greatest influence on performance (III). Finally, a continuous one-year training period was studied to provide developmental and performance-related details that coaches and athletes may encounter (IV). A total of 37 young athletes participated in the studies. Laboratory-based performance-related measures consisted of submaximal running tests, explosive jump tests, incremental maximal tests, and ski-specific double pole tests. A contactless ballistocardiography (BCG)-based sleep device was used to collect nocturnal HR indices and sleep data. Training load was reported in individual training diaries. Blood levels of ferritin, vitamin D and hemoglobin were monitored while subjective levels of perceived stress were assessed with a monthly questionnaire. Nocturnal HRV and salivary levels of cortisol were inversely related (r = –0.552, p = 0.001). Nocturnal HR and HRV, which were collected under real-life conditions with a BCG device, revealed to have a good relationship with morning values derived from orthostatic tests. At a group level, diminished sleep duration exerted a negative effect on perceived stress scores (PSS), with females displaying significantly higher PSS values. One-year analysis revealed a significant improvement in ski-specific double pole performance (DPP), but no other significant changes were observed. There were no significant associations between the changes in DPP and any other variable. Thus, the present results suggest that measures of nocturnal HRV indices, sleep duration, and perceived stress levels appear to be appropriate monitoring tools that may facilitate training and performance in young athletes, and one-year of endurance training induced significant improvements in ski-specific tests, but additional changes were minimal.


Keywordsathletesyoung peopleskiingperformance (capacity)recovery (return)measurementpulsevariationstress (biological phenomena)sleepsports physiologydoctoral dissertations

Free keywords cross-country skiing; heart rate variability; adolescents; perceived stress


Contributing organizations


Ministry reportingYes

Reporting Year2023


Last updated on 2024-03-04 at 22:06