The PERT Study - Training Factors of PERformance and Injuries (PERT)
The goal of this observational study was to learn about injuries in professional football players and to find out whether daily monitoring data could help predict injuries. The study followed male players from the first team and the reserve team of a French first-division professional football club over one full competitive season.
The main questions were:
How often did injuries occur among players over the season? Which day-to-day changes in routinely monitored data were linked to the onset of a new injury (all injuries combined, intrinsic and extrinsic)? Were the results similar when looking only at intrinsic injuries?
Each day, the club's staff recorded each player's physical workload during training sessions and matches using tracking technology. Players also reported how they felt, including sleep, fatigue, mood, and pain. New injuries were recorded daily by the club's medical staff. Players took part through the club's usual daily monitoring, with no additional tests or visits.
Tutkimuksen yleiskatsaus
Tila
Interventio / Hoito
Opintotyyppi
Ilmoittautuminen (Todellinen)
Yhteystiedot ja paikat
Opiskelupaikat
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-
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Clermont-Ferrand, Ranska
- CHU de Clermont-Ferrand
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-
Osallistumiskriteerit
Kelpoisuusvaatimukset
Opintokelpoiset iät
- Lapsi
- Aikuinen
- Vanhempi Aikuinen
Hyväksyy terveitä vapaaehtoisia
Sukupuolet, jotka voivat opiskella
Näytteenottomenetelmä
Tutkimusväestö
Male football players from the first team and the reserve team of a French first-division professional football club, followed over one full competitive season.
Kuvaus
Inclusion Criteria:
- Male football players belonging to the first team or the reserve team of the participating French first-division professional football club during the study season
Exclusion Criteria:
- Fewer than 20 days of available monitoring data during the season
Opintosuunnitelma
Miten tutkimus on suunniteltu?
Suunnittelun yksityiskohdat
- Havaintomallit: COHORT
- Aikanäkymät: RETROSPECTIVE
Kohortit ja interventiot
Ryhmä/Kohortti |
Interventio / Hoito |
|---|---|
|
Professional football players
Male players from the first team and the reserve team of a French first-division professional football club, followed daily over one full competitive season through the club's routine monitoring of external workload, self-reported wellness and injury status. |
No intervention was assigned. Data came from the club's usual daily monitoring: external workload measured by tracking technology during training sessions and matches, and self-reported sleep, fatigue, mood, pain and perceived intensity. |
Mitä tutkimuksessa mitataan?
Ensisijaiset tulostoimenpiteet
Tulosmittaus |
Toimenpiteen kuvaus |
Aikaikkuna |
|---|---|---|
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Injury prevalence and occurrence of new injuries
Aikaikkuna: Daily from June 26, 2023, to May 19, 2024 (47 weeks).
|
Daily injury status (non-injured or injured) recorded by the club's medical staff, used to describe season-long injury prevalence. |
Daily from June 26, 2023, to May 19, 2024 (47 weeks).
|
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Player characteristics
Aikaikkuna: Daily from June 26, 2023, to May 19, 2024 (47 weeks).
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Age (years), professional status (reserve team or professional), playing position (defender, midfielder or forward) and number of previous injuries (0, 1 or ≥2), examined as putative factors associated with injury occurrence. |
Daily from June 26, 2023, to May 19, 2024 (47 weeks).
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External workload
Aikaikkuna: Daily from June 26, 2023, to May 19, 2024 (47 weeks).
|
Measured by tracking technology during training sessions and matches: match exposure (yes or no), session duration (minutes), total distance covered (km), number of accelerations and decelerations per day, distance covered (m) and number of sprints per day at 80-90% and 90-100% of each player's individual maximal speed. Examined as putative factors associated with injury occurrence. |
Daily from June 26, 2023, to May 19, 2024 (47 weeks).
|
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Self-reported wellness and perceived exertion
Aikaikkuna: Daily from June 26, 2023, to May 19, 2024 (47 weeks).
|
Sleep time (hours/day), sleep quality (1 = best to 7 = worst), mood (1 = best to 7 = worst), fatigue (1 = min to 7 = max), pain (1 = min to 7 = max) and perceived exertion (1 = min to 10 = max). Examined as putative factors associated with injury occurrence. |
Daily from June 26, 2023, to May 19, 2024 (47 weeks).
|
Yhteistyökumppanit ja tutkijat
Tutkijat
- Päätutkija: Frédéric Dutheil, University Hospital, Clermont-Ferrand
Opintojen ennätyspäivät
Opi tärkeimmät päivämäärät
Opiskelun aloitus (Todellinen)
Ensisijainen valmistuminen (Todellinen)
Opintojen valmistuminen (Todellinen)
Opintoihin ilmoittautumispäivät
Ensimmäinen lähetetty
Ensimmäinen toimitettu, joka täytti QC-kriteerit
Ensimmäinen Lähetetty (Todellinen)
Tutkimustietojen päivitykset
Viimeisin päivitys julkaistu (Todellinen)
Viimeisin lähetetty päivitys, joka täytti QC-kriteerit
Viimeksi vahvistettu
Lisää tietoa
Tähän tutkimukseen liittyvät termit
Avainsanat
Muita asiaankuuluvia MeSH-ehtoja
Muut tutkimustunnusnumerot
- 2023_DUTHEIL (PERT)
Lääke- ja laitetiedot, tutkimusasiakirjat
Tutkii yhdysvaltalaista FDA sääntelemää lääkevalmistetta
Tutkii yhdysvaltalaista FDA sääntelemää laitetuotetta
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