Sleep behavior and training load in adolescent elite basketball players during COVID-19 pandemic development

References

• Aloulou A, Duforez F, Léger D, De Larochelambert Q, Nédélec M. 2021. The relationships between training load, type of sport, and sleep among high-level adolescent athletes. Int J Sports Physiol Perform. 16:890–99. doi:10.1123/ijspp.2020-0463
   PubMed Web of Science ®Google Scholar
• Ammar A, Mueller P, Trabelsi K, Chtourou H, Boukhris O, Masmoudi L, Bouaziz B, Brach M, Schmicker M, Bentlage E, et al. 2020. Psychological consequences of COVID-19 home confinement: The ECLB-COVID19 multicenter study. PloS One. 15:e0240204. doi:10.1371/journal.pone.0240204
   PubMed Web of Science ®Google Scholar
• Ammar A, Trabelsi K, Brach M, Chtourou H, Boukhris O, Masmoudi L, Bouaziz B, Bentlage E, How D, Ahmed M, et al. 2021. Effects of home confinement on mental health and lifestyle behaviours during the COVID-19 outbreak: Insights from the ECLB-COVID19 multicentre study. Biol Sport. 38:9–21. doi:10.5114/biolsport.2020.96857
   PubMed Web of Science ®Google Scholar
• Andrade A, Bevilacqua G, Casagrande P, Brandt R, Coimbra D. 2019. Sleep quality associated with mood in elite athletes. Phys Sportsmed. 47:312–17. doi:10.1080/00913847.2018.1553467
   PubMed Web of Science ®Google Scholar
• Bates D, Mächler M, Bolker B, Walker S. 2015. Fitting linear mixed-effects models using lme4. J Stat Softw. 67:1–48. doi:10.18637/jss.v067.i01
   Web of Science ®Google Scholar
• Becker SP, Dvorsky MR, Breaux R, Cusick CN, Tylor KP, Langberg JM. 2021. Prospective examination of adolescent sleep patterns and behaviors before and during COVID-19. Sleep. 44:zsab054. doi:10.1093/sleep/zsab054
   PubMed Web of Science ®Google Scholar
• Bender AM, Van Dongen HPA, Samuels CH. 2019. Sleep quality and chronotype differences between elite athletes and non-athlete controls. Clocks Sleep. 1:3–12. doi:10.3390/clockssleep1010002
   PubMedGoogle Scholar
• Bisciotti GN, Eirale C, Corsini A, Baudot C, Saillant G, Chalabi H. 2020. Return to football training and competition after lockdown caused by the COVID-19 pandemic: Medical recommendations. Biol Sport. 37:313–19. doi:10.5114/biolsport.2020.96652
   PubMed Web of Science ®Google Scholar
• Borg G. 1998. Borg’s perceived exertion and pain scales. Champaign: Human Kinetics.
   Google Scholar
• Bourdas DI, Zacharakis ED, Travlos AK, Souglis A. 2021. Return to basketball play following COVID-19 lockdown. Sports. 9:81–93. doi:10.3390/sports9060081
   Web of Science ®Google Scholar
• Burnett S, Sebastian C, Cohen Kadosh K, Blakemore S-J. 2011. The social brain in adolescence: Evidence from functional magnetic resonance imaging and behavioural studies. Neurosci Biobehav Rev. 35:1654–64. doi:10.1016/j.neubiorev.2010.10.011
   PubMed Web of Science ®Google Scholar
• Claudino JG, Gabbet TJ, de Sá Souza H, Simim M, Fowler P, de Alcantara Borba D, Melo M, Bottino A, Loturco I, D’Almeida V, et al. 2019. Which parameters to use for sleep quality monitoring in team sport athletes? A systematic review and meta-analysis. BMJ Open Sport Exercise Med. 5:e000475. doi:10.1136/bmjsem-2018-000475
   PubMedGoogle Scholar
• Costa JA, Brito J, Nakamura FY, Oliveira EM, Costa OP, Rebelo AN. 2019. Does night training load affect sleep patterns and nocturnal cardiac autonomic activity in high-level female soccer players? Int J Sports Physiol Perform. 14:779–87. doi:10.1123/ijspp.2018-0652
   PubMed Web of Science ®Google Scholar
• Crowley SJ, Wolfson AR, Tarokh L, Carskadon MA. 2018. An update on adolescent sleep: New evidence informing the perfect storm model. J Adolesc. 67:55–65. doi:10.1016/j.adolescence.2018.06.001
   PubMed Web of Science ®Google Scholar
• Dias Genta F, Rodrigues Neto GB, Velletri Sunfeld JP, Porto JF, Dallago Xavier A, Moreno CRC, Lorenzi-Filho G, Genta PR. 2021. COVID-19 pandemic impact on sleep habits, chronotype, and health-related quality of life among high school students: A longitudinal study. J Clin Sleep Med. 17:1371–77. doi:10.5664/jcsm.9196
   PubMed Web of Science ®Google Scholar
• Fabre J-B, Grelot L, Vanbiervielt W, Mazerie J, Manca R, Martin V. 2020. Managing the combined consequences of COVID-19 infection and lockdown policies on athletes: Narrative review and guidelines proposal for a safe return to sport. BMJ Open Sport Exercise Med. 6:e000849. doi:10.1136/bmjsem-2020-000849
   PubMedGoogle Scholar
• Facer-Childs ER, Hoffman D, Tran JN, Drmmond SPA, Rajaratnam SMW. 2021. Sleep and mental health in athletes during COVID-19 lockdown. Sleep. 44:zsaa261. doi:10.1093/sleep/zsaa261
   PubMed Web of Science ®Google Scholar
• Fischer D, Lombardi DA, Marucci-Wellman H, Roenneberg T, Tosini G. 2017. Chronotypes in the US - Influence of age and sex. PloS One. 12:e0178782. doi:10.1371/journal.pone.0178782
   PubMed Web of Science ®Google Scholar
• Fox JL, Scanlan AT, Stanton R, O’Grady CJ, Sargent C. 2020. Losing sleep over it: Sleep in basketball players affected by game but not training workloads. Int J Sports Physiol Perform. 15:1117–24. doi:10.1123/ijspp.2019-0676
   PubMed Web of Science ®Google Scholar
• Fullagar HHK, Skorski S, Duffield R, Hammes D, Coutts AJ, Meyer T. 2015. Sleep and athletic performance: The effects of sleep loss on exercise performance, and physiological and cognitive responses to exercise. Sports Med. 45:161–86. doi:10.1007/s40279-014-0260-0
   PubMed Web of Science ®Google Scholar
• Griefahn B, Kunemund C, Brode P, Mehnert P. 2001. The validity of a German version of the Morningness-Eveningness-Questionnaire developed by Horne and Östberg. Somnologie. 5:71–80. doi:10.1046/j.1439-054X.2001.01149.x
   Google Scholar
• Gupta R, Grover S, Basu A, Krishnan V, Tripathi A, Subramanyam A, Nischal A, Hussain A, Mehra A, Ambekar A, et al. 2020. Changes in sleep pattern and sleep quality during COVID-19 lockdown. Indian J Psychiatry. 62:370–378. doi:10.4103/psychiatry.IndianJPsychiatry_523_20
   PubMed Web of Science ®Google Scholar
• Halson SL. 2019. Sleep monitoring in athletes: Motivation, methods, miscalculations and why it matters. Sports Med. 49:1487–97. doi:10.1007/s40279-019-01119-4
   PubMed Web of Science ®Google Scholar
• Hirshkowitz M, Whiton K, Albert SM, Alessi C, Bruni O, DonCarlos L, Hazen N, Her-man J, Adams Hillard PJ, Katz ES, et al. 2015. National Sleep Foundation’s updated sleep duration recommendations: Final report. Sleep Health. 1:233–43. doi:10.1016/j.sleh.2015.10.004
   PubMed Web of Science ®Google Scholar
• Ingram J, Maciejewski G, Hand CJ. 2020. Changes in diet, sleep, and physical activity are associated with differences in negative mood during COVID-19 lockdown. Front Psychol. 11:588604. doi:10.3389/fpsyg.2020.588604
   PubMed Web of Science ®Google Scholar
• Kellmann M, Bertollo M, Bosquet L, Brink M, Coutts AJ, Duffield R, Erlacher D, Halson SL, Hecksteden A, Heidari J, et al. 2018. Recovery and performance in sport: Consensus statement. Int J Sports Physiol Perform. 13:240–45. doi:10.1123/ijspp.2017-0759
   PubMed Web of Science ®Google Scholar
• Knufinke M, Nieuwenhuys A, Geurts SAE, Møst EIS, Maase K, Moen MH, Coenen AML, Kompier MAJ. 2018. Train hard, sleep well? Perceived training load, sleep quantity and sleep stage distribution in elite level athletes. J Sci Med Sport. 21:427–32. doi:10.1016/j.jsams.2017.07.003
   PubMed Web of Science ®Google Scholar
• Kölling S, Duffield R, Erlacher D, Venter R, Halson SL. 2019. Sleep-related issues for recovery and performance in athletes. Int J Sports Physiol Perform. 14:144–48. doi:10.1123/ijspp.2017-0746
   PubMed Web of Science ®Google Scholar
• Kölling S, Endler S, Ferrauti A, Meyer T, Kellmann M. 2016. Comparing subjective with objective sleep parameters via multisensory actigraphy in German physical education students. Behav Sleep Med. 14:389–405. doi:10.1080/15402002.2015.1017096
   PubMed Web of Science ®Google Scholar
• Lastella M, Roach GD, Halson SL, Sargent C. 2014. Sleep/wake behaviours of elite athletes from individual and team sports. Eur J Sport Sci. 15:94–100. doi:10.1080/17461391.2014.932016
   PubMed Web of Science ®Google Scholar
• Lastella M, Roach GD, Halson SL, Sargent C. 2016. The chronotype of elite athletes. J Hum Kinet. 54:219–25. doi:10.1515/hukin-2016-0049
   PubMed Web of Science ®Google Scholar
• Lastella M, Roach GD, Vincent GE, Scanlan AT, Halson SL, Sargent C. 2020. The impact of training load on sleep during a 14-day training camp in elite, adolescent, female basketball players. Int J Sports Physiol Perform. 15:724–30. doi:10.1123/ijspp.2019-0157
   PubMed Web of Science ®Google Scholar
• Moog R. 1981. Morning-evening types and shift work. A questionnaire study. In: Reinberg A, Vieux N, Andlauer P, editors. Night and shift work: Biological and social aspects. Oxford: Pergamon Press; p. 481–88.
   Google Scholar
• Nässi A, Ferrauti A, Meyer T, Pfeiffer M, Kellmann M. 2017. Development of two short measures for recovery and stress in sport. Eur J Sport Sci. 17:894–903. doi:10.1080/17461391.2017.1318180
   PubMed Web of Science ®Google Scholar
• Peña J, Altarriba-Bartés A, Vicens-Bordas J, Gil-Puga B, Piniés-Penadés G, Alba-Jiménez C, Merino-Tantiñà J, Baena-Riera A, Loscos-Fàbregas E, Casals M. 2021. Sports in time of COVID-19: Impact of the lockdown on team activity. Apunts Sports Med. 56:100340. doi:10.1016/j.apunsm.2020.100340
   Google Scholar
• Riederer MF. 2020. How sleep impacts performance in youth athletes. Curr Sports Med Rep. 19:463–67. doi:10.1249/JSR.0000000000000771
   PubMed Web of Science ®Google Scholar
• Romdhani M, Rae DE, Nédélec M, Ammar A, Chtourou H, Al Horani R, Ben Saad H, Bragazzi N, Dönmez G, Driss T, et al. 2022. COVID-19 lockdowns: A worldwide survey of circadian rhythms and sleep quality in 3911 athletes from 49 countries, with data-driven recommendations. Sports Med. 52:1433–48. doi:10.1007/s40279-021-01601-y
   PubMed Web of Science ®Google Scholar
• Rosenthal L, Day R, Gerhardstein R, Meixner R, Roth T, Guido P, Fortier J. 2001. Sleepiness/alertness among healthy evening and morning type individuals. Sleep Med. 2:243–48. doi:10.1016/S1389-9457(00)
   PubMed Web of Science ®Google Scholar
• Russel L. 2019. Emmeans: Estimated marginal means, aka least-squares means. R package version 1.4.3.01. https://cran.r-project.org/web/packages/emmeans [last accessed 10 Mar 2022].
   Google Scholar
• Sargent C, Lastella M, Halson SL, Roach GD. 2014. The impact of training schedules on the sleep and fatigue of elite athletes. Chronobiol Int. 31:1160–68. doi:10.3109/07420528.2014.957306
   PubMed Web of Science ®Google Scholar
• Saw AE, Main LC, Gastin PB. 2015. Monitoring athletes through self-report: Factors influencing implementation. J Sports Sci Med. 14:137–46.
   PubMed Web of Science ®Google Scholar
• Simpson NS, Gibbs EL, Matheson GO. 2017. Optimizing sleep to maximize performance: Implications and recommendations for athletes. Scand J Med Sci Sports. 27:266–74. doi:10.1111/sms.12703
   PubMed Web of Science ®Google Scholar
• Swinbourne R, Gill N, Vaile J, Smart D. 2016. Prevalence of poor sleep quality, sleepiness and obstructive sleep apnoea risk factors in athletes. Eur J Sport Sci. 16:850–58. doi:10.1080/17461391.2015.1120781
   PubMed Web of Science ®Google Scholar
• Teodorescu S, Bota A, Popescu V, Mezei M, Urzeala C. 2021. Sports training during COVID-19 first lockdown - A Romanian coaches’ experience. Sustainability. 13:10275. doi:10.3390/su131810275
   Web of Science ®Google Scholar
• Thornton HR, Delaney JA, Duthie GM, Dascombe BJ. 2018. Effects of preseason training on the sleep characteristics of professional rugby league players. Int J Sports Physiol Perform. 13:176–82. doi:10.1123/ijspp.2017-0119
   PubMed Web of Science ®Google Scholar
• Trabelsi K, Ammar A, Masmoudi L, Boukhris O, Chtourou H, Bouaziz B, Brach M, Bentlage E, How D, Ahmed M, et al. 2021. Globally altered sleep patterns and physical activity levels by confinement in 5056 individuals: ECLB COVID-19 international online survey. Biol Sport. 38:495–506. doi:10.5114/biolsport.2021.101605
   PubMed Web of Science ®Google Scholar
• Walsh NP, Halson SL, Sargent C, Roach GD, Nédélec M, Gupta L, Leeder J, Fullagar HH, Coutts AJ, Edwards BJ, et al. 2021. Sleep and the athlete: Narrative review and 2021 expert consensus recommendations. Br J Sports Med. 55:356–68. doi:10.1136/bjsports-2020-102025
   Web of Science ®Google Scholar
• Wittmann M, Dinich J, Merrow M, Roenneberg T. 2006. Social Jetlag: Misalignment of biological and social time. Chronobiol Int. 23:497–509. doi:10.1080/07420520500545979
   PubMed Web of Science ®Google Scholar