Improvement of Jet Lag and Travel Fatigue Symptoms and Their Association with Prior International Travel Experience in Junior Athletes
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Participants and Flight Schedules
2.2. Survey
2.3. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Schwellnus, M.P.; Derman, W.E.; Jordaan, E.; Page, T.; Lambert, M.I.; Readhead, C.; Roberts, C.; Kohler, R.; Collins, R.; Kara, S.; et al. Elite athletes travelling to international destinations >5 time zone differences from their home country have a 2–3-fold increased risk of illness. Br. J. Sports Med. 2012, 46, 816–821. [Google Scholar] [CrossRef] [PubMed]
- Heggie, T.W.; Borwein, S.; Shaw, M.T.M. The International Athlete: Travelling Healthy to Global Sporting Events. In Principles and Practice of Travel Medicine; Blackwell Publishing Ltd.: Hoboken, NJ, USA, 2013; pp. 601–611. [Google Scholar] [CrossRef]
- Bullock, N.; Martin, D.T.; Ross, A.; Rosemond, D.; Marino, F.E. Effect of long haul travel on maximal sprint performance and diurnal variations in elite skeleton athletes. Br. J. Sports Med. 2007, 41, 569–573. [Google Scholar] [CrossRef] [PubMed]
- Chapman, D.W.; Bullock, N.; Ross, A.; Rosemond, D.; Martin, D.T. Detrimental effects of west to east transmeridian flight on jump performance. Eur. J. Appl. Physiol. 2012, 112, 1663–1669. [Google Scholar] [CrossRef] [PubMed]
- Janse van Rensburg, D.C.; Jansen van Rensburg, A.; Fowler, P.M.; Bender, A.M.; Stevens, D.; Sullivan, K.O.; Fullagar, H.H.K.; Alonso, J.M.; Biggins, M.; Claassen-Smithers, A.; et al. Managing Travel Fatigue and Jet Lag in Athletes: A Review and Consensus Statement. Sports Med. 2021, 51, 2029–2050. [Google Scholar] [CrossRef] [PubMed]
- Janse van Rensburg, D.C.C.; Jansen van Rensburg, A.; Fowler, P.; Fullagar, H.; Stevens, D.; Halson, S.; Bender, A.; Vincent, G.; Claassen-Smithers, A.; Dunican, I.; et al. How to manage travel fatigue and jet lag in athletes? A systematic review of interventions. Br. J. Sports Med. 2020, 54, 960–968. [Google Scholar] [CrossRef] [PubMed]
- Reilly, T.; Waterhouse, J.; Edwards, B. Some chronobiological and physiological problems associated with long-distance journeys. Travel. Med. Infect. Dis. 2009, 7, 88–101. [Google Scholar] [CrossRef] [PubMed]
- Sack, R.L. Clinical practice. Jet lag. N. Engl. J. Med. 2010, 362, 440–447. [Google Scholar] [CrossRef] [PubMed]
- Lemmer, B.; Kern, R.I.; Nold, G.; Lohrer, H. Jet lag in athletes after eastward and westward time-zone transition. Chronobiol. Int. 2002, 19, 743–764. [Google Scholar] [CrossRef] [PubMed]
- Reilly, T.; Atkinson, G.; Budgett, R. Effect of low-dose temazepam on physiological variables and performance tests following a westerly flight across five time zones. Int. J. Sports Med. 2001, 22, 166–174. [Google Scholar] [CrossRef]
- Feeley, B.T.; Schisel, J.; Agel, J. Pitch Counts in Youth Baseball and Softball: A Historical Review. Clin. J. Sport Med. 2018, 28, 401–405. [Google Scholar] [CrossRef]
- Williams, C. Environmental factors affecting elite young athletes. Med. Sport. Sci. 2011, 56, 150–170. [Google Scholar] [CrossRef]
- Bonnar, D.; Bartel, K.; Kakoschke, N.; Lang, C. Sleep Interventions Designed to Improve Athletic Performance and Recovery: A Systematic Review of Current Approaches. Sports Med. 2018, 48, 683–703. [Google Scholar] [CrossRef]
- Fullagar, H.H.; Duffield, R.; Skorski, S.; Coutts, A.J.; Julian, R.; Meyer, T. Sleep and Recovery in Team Sport: Current Sleep-Related Issues Facing Professional Team-Sport Athletes. Int. J. Sports Physiol. Perform. 2015, 10, 950–957. [Google Scholar] [CrossRef] [PubMed]
- Copenhaver, E.A.; Diamond, A.B. The Value of Sleep on Athletic Performance, Injury, and Recovery in the Young Athlete. Pediatr. Ann. 2017, 46, e106–e111. [Google Scholar] [CrossRef]
- Mason, J.; Stewart, A.; Kniewasser, C.; Zech, A. Tracking sleep in the field: Sleep quality and sleep behaviours of elite track and field athletes during preparation and competition. J. Sports Sci. 2022, 40, 2741–2749. [Google Scholar] [CrossRef]
- Lastella, M.; Roach, G.D.; Halson, S.L.; Sargent, C. Sleep/wake behaviours of elite athletes from individual and team sports. Eur. J. Sport. Sci. 2015, 15, 94–100. [Google Scholar] [CrossRef] [PubMed]
- Tsukahara, Y.; Mason, R.A.; Macznik, A. Training and physiological characteristics of American and Japanese female track and field athletes. J. Sports Med. Phys. Fit. 2022, 62, 1184–1190. [Google Scholar] [CrossRef]
- Samuels, C.H. Jet lag and travel fatigue: A comprehensive management plan for sport medicine physicians and high-performance support teams. Clin. J. Sport. Med. 2012, 22, 268–273. [Google Scholar] [CrossRef]
- Adan, A.; Archer, S.N.; Hidalgo, M.P.; Di Milia, L.; Natale, V.; Randler, C. Circadian typology: A comprehensive review. Chronobiol. Int. 2012, 29, 1153–1175. [Google Scholar] [CrossRef] [PubMed]
- Lastella, M.; Roach, G.D.; Halson, S.L.; Sargent, C. The Chronotype of Elite Athletes. J. Hum. Kinet. 2016, 54, 219–225. [Google Scholar] [CrossRef]
- Silva, A.; Queiroz, S.S.; Winckler, C.; Vital, R.; Sousa, R.A.; Fagundes, V.; Tufik, S.; de Mello, M.T. Sleep quality evaluation, chronotype, sleepiness and anxiety of Paralympic Brazilian athletes: Beijing 2008 Paralympic Games. Br. J. Sports Med 2012, 46, 150–154. [Google Scholar] [CrossRef] [PubMed]
- Lim, S.T.; Kim, D.Y.; Kwon, H.T.; Lee, E. Sleep quality and athletic performance according to chronotype. BMC Sports Sci. Med. Rehabil. 2021, 13, 2. [Google Scholar] [CrossRef] [PubMed]
- McGinnis, G.R.; Thompson, S.T.; Aguilar, C.D.; Dial, M.B.; Tandy, R.D.; Radzak, K.N. Chronotype and Social Jetlag Influence Performance and Injury during Reserve Officers’ Training Corps Physical Training. Int. J. Environ. Res. Public. Health 2022, 19, 13644. [Google Scholar] [CrossRef] [PubMed]
- Kerkhof, G.A.; Van Dongen, H.P. Morning-type and evening-type individuals differ in the phase position of their endogenous circadian oscillator. Neurosci. Lett. 1996, 218, 153–156. [Google Scholar] [CrossRef] [PubMed]
- Del Rio-Bermudez, C.; Diaz-Piedra, C.; Catena, A.; Buela-Casal, G.; Di Stasi, L.L. Chronotype-dependent circadian rhythmicity of driving safety. Chronobiol. Int. 2014, 31, 532–541. [Google Scholar] [CrossRef] [PubMed]
- Horne, J.A.; Ostberg, O. A self-assessment questionnaire to determine morningness-eveningness in human circadian rhythms. Int. J. Chronobiol. 1976, 4, 97–110. [Google Scholar] [PubMed]
- Waterhouse, J.; Nevill, A.; Finnegan, J.; Williams, P.; Edwards, B.; Kao, S.Y.; Reilly, T. Further assessments of the relationship between jet lag and some of its symptoms. Chronobiol. Int. 2005, 22, 121–136. [Google Scholar] [CrossRef] [PubMed]
- Waterhouse, J.; Reilly, T.; Atkinson, G.; Edwards, B. Jet lag: Trends and coping strategies. Lancet 2007, 369, 1117–1129. [Google Scholar] [CrossRef] [PubMed]
- Carskadon, M.A.; Acebo, C.; Jenni, O.G. Regulation of adolescent sleep: Implications for behavior. Ann. N. Y. Acad. Sci. 2004, 1021, 276–291. [Google Scholar] [CrossRef]
- Carskadon, M.A.; Vieira, C.; Acebo, C. Association between puberty and delayed phase preference. Sleep 1993, 16, 258–262. [Google Scholar] [CrossRef]
- Darchia, N.; Cervena, K. The journey through the world of adolescent sleep. Rev. Neurosci. 2014, 25, 585–604. [Google Scholar] [CrossRef] [PubMed]
- Laberge, L.; Petit, D.; Simard, C.; Vitaro, F.; Tremblay, R.E.; Montplaisir, J. Development of sleep patterns in early adolescence. J. Sleep. Res. 2001, 10, 59–67. [Google Scholar] [CrossRef]
- Song, A.; Severini, T.; Allada, R. How jet lag impairs Major League Baseball performance. Proc. Natl. Acad. Sci. USA 2017, 114, 1407–1412. [Google Scholar] [CrossRef] [PubMed]
- Perron, S.; Tétreault, L.F.; King, N.; Plante, C.; Smargiassi, A. Review of the effect of aircraft noise on sleep disturbance in adults. Noise Health 2012, 14, 58–67. [Google Scholar] [CrossRef]
- Cain, S.W.; Dennison, C.F.; Zeitzer, J.M.; Guzik, A.M.; Khalsa, S.B.; Santhi, N.; Schoen, M.W.; Czeisler, C.A.; Duffy, J.F. Sex differences in phase angle of entrainment and melatonin amplitude in humans. J. Biol. Rhythm. 2010, 25, 288–296. [Google Scholar] [CrossRef]
- Brown, F.M.; Neft, E.E.; LaJambe, C.M. Collegiate rowing crew performance varies by morningness-eveningness. J. Strength. Cond. Res. 2008, 22, 1894–1900. [Google Scholar] [CrossRef] [PubMed]
- Paine, S.J.; Gander, P.H.; Travier, N. The epidemiology of morningness/eveningness: Influence of age, gender, ethnicity, and socioeconomic factors in adults (30–49 years). J. Biol. Rhythm. 2006, 21, 68–76. [Google Scholar] [CrossRef] [PubMed]
- Bobiński, R.; Michalik, A. Evaluation of Early Jet Lag Symptoms by Passengers Crossing 7 Time Zones. In Transport Systems Telematics, Proceedings of the 10th Conference, TST 2010, Katowice, Poland, 20–23 October 2010; Springer: Berlin/Heidelberg, Germany, 2010; pp. 356–363. [Google Scholar] [CrossRef]
- Mahoney, C.E. Sleep, jet lag, and performance. In The Science of Figure Skating; Routledge: London, UK, 2018; pp. 98–110. [Google Scholar] [CrossRef]
- Piech, R.M.; Pastorino, M.T.; Zald, D.H. All I saw was the cake. Hunger effects on attentional capture by visual food cues. Appetite 2010, 54, 579–582. [Google Scholar] [CrossRef]
- Spence, C.; Okajima, K.; Cheok, A.D.; Petit, O.; Michel, C. Eating with our eyes: From visual hunger to digital satiation. Brain Cogn. 2016, 110, 53–63. [Google Scholar] [CrossRef] [PubMed]
- Fowler, P.; Duffield, R.; Howle, K.; Waterson, A.; Vaile, J. Effects of northbound long-haul international air travel on sleep quantity and subjective jet lag and wellness in professional Australian soccer players. Int. J. Sports Physiol. Perform. 2015, 10, 648–654. [Google Scholar] [CrossRef]
- Tiernan, C.; Lyons, M.; Comyns, T.; Nevill, A.M.; Warrington, G. Investigation of the Relationship Between Salivary Cortisol, Training Load, and Subjective Markers of Recovery in Elite Rugby Union Players. Int. J. Sports Physiol. Perform. 2020, 15, 113–118. [Google Scholar] [CrossRef]
- Hooper, S.L.; Mackinnon, L.T. Monitoring overtraining in athletes. Recommendations. Sports Med. 1995, 20, 321–327. [Google Scholar] [CrossRef]
- Formenti, D.; Trecroci, A.; Cavaggioni, L.; Caumo, A.; Alberti, G. Heart rate response to a marathon cross-country skiing race: A case study. Sport Sci. Health 2015, 11, 125–128. [Google Scholar] [CrossRef]
- Martinent, G.; Decret, J.C.; Isoard-Gautheur, S.; Filaire, E.; Ferrand, C. Evaluations of the psychometric properties of the Recovery-Stress Questionnaire for Athletes among a sample of young French table tennis players. Psychol. Rep. 2014, 114, 326–340. [Google Scholar] [CrossRef]
Male (N = 21) | Female (N = 20) | |
---|---|---|
Chronotype | ||
Morning type | 2 (9.5%) | 3 (15.0%) |
Evening type | 19 (90.5%) | 17 (85.0%) |
Grade | ||
Grade 12 | 3 (14.3%) | 6 (30.0%) |
Freshman | 14 (66.7%) | 11 (55.0%) |
Sophomore | 4 (19.0%) | 3 (15.0%) |
Have previously traveled overseas for competitions | 10 (47.6%) | 16 (80.0%) |
Arrival Day | Game Day | p Value | Effect Size | |
---|---|---|---|---|
Performance | 1.3 ± 1.2 | 1.8 ± 1.7 | 0.41 | −0.34 |
Agility | 1.7 ± 1.3 | 1.7 ± 1.5 | 0.82 | −0.02 |
Flexibility | 1.1 ± 1.2 | 0.8 ± 1.3 | 0.02 | 0.28 |
Concentration | 1.6 ± 1.4 | 2.1 ± 1.7 | 0.21 | −0.35 |
Motivation | 2.1 ± 1.7 | 2.6 ± 1.7 | 0.16 | −0.31 |
Mood | 1.5 ± 1.7 | 1.3 ± 1.6 | 0.71 | 0.12 |
Ease of getting to sleep | 3.3 ± 1.7 | 2.2 ± 2.0 | 0.02 | 0.57 |
Quality of sleep | 3.0 ± 1.5 | 1.9 ± 1.9 | 0.01 | 0.62 |
Alertness after waking | 2.6 ± 1.7 | 2.0 ± 2.0 | 0.06 | 0.34 |
Sleep length (hours) | 8.3 ± 0.9 | 7.6 ± 0.8 | <0.01 | 0.78 |
Number of times waking at night (times) | 1.1 ± 1.1 | 0.2 ± 0.4 | <0.01 | 1.09 |
Hunger before meals | 1.7 ± 1.5 | 0.7 ± 1.2 | <0.01 | 0.73 |
Satisfaction after meals | 1.8 ± 1.8 | 1.7 ± 2.0 | 0.55 | 0.05 |
Feeling full after meals | 0.9 ± 1.4 | 0.3 ± 0.8 | 0.02 | 0.52 |
Bowel activity | 0.7 ± 1.2 | 0.4 ± 1.2 | 0.10 | 0.20 |
Heavy stomach | 0.8 ± 1.6 | 0.3 ± 0.9 | 0.91 | 0.34 |
Fatigue | 1.5 ± 1.4 | 1.0 ± 1.1 | 0.06 | 0.41 |
Feeling jet lagged | 2.1 ± 1.8 | 2.5 ± 2.3 | 0.85 | −0.22 |
Coefficient | 95% CI | p Value | |
---|---|---|---|
Ease of getting to sleep | |||
Sex (Ref: Female) | |||
Male | 0.06 | −1.51, 1.63 | 0.94 |
Chronological type (Ref: Morning type) | |||
Evening type | −2.07 | −4.33, 0.18 | 0.07 |
Have previously traveled overseas for competitions (Ref: No) | |||
Yes | 2.22 | 0.49, 3.95 | 0.01 |
Grade (Ref: High school 3rd year) | |||
Freshmen | −1.33 | −3.16, 0.50 | 0.15 |
Sophomore | −3.43 | −6.09, −0.77 | 0.01 |
Quality of sleep | |||
Sex (Ref: Female) | |||
Male | 0.45 | −1.17, 2.06 | 0.58 |
Chronological type (Ref: Morning type) | |||
Evening type | 0.11 | −2.21, 2.42 | 0.93 |
Have previously traveled overseas for competitions (Ref: No) | |||
Yes | 2.16 | 0.38, 3.93 | 0.02 |
Grade (Ref: High school 3rd year) | |||
Freshmen | −0.46 | −2.34, 1.42 | 0.62 |
Sophomore | −2.16 | −4.89, 0.57 | 0.12 |
Alertness after waking | |||
Sex (Ref: Female) | |||
Male | −0.25 | −1.93, 1.44 | 0.77 |
Chronological type (Ref: Morning type) | |||
Evening type | 0.25 | −2.16, 2.66 | 0.83 |
Have previuosly traveled overseas for competitions (Ref: No) | |||
Yes | 1.85 | 0.01, 3.70 | 0.05 |
Grade (Ref: High school 3rd year) | |||
Freshmen | 0.70 | −1.26, 2.66 | 0.47 |
Sophomore | −0.86 | −3.70, 1.99 | 0.55 |
Sleep length | |||
Sex (Ref: Female) | |||
Male | 0.28 | −1.08, 1.64 | 0.68 |
Chronological type (Ref: Morning type) | |||
Evening type | −0.92 | −2.86, 1.03 | 0.35 |
Have previously traveled overseas for competitions (Ref: No) | |||
Yes | 0.07 | −1.42, 1.55 | 0.93 |
Grade (Ref: High school 3rd year) | |||
Freshmen | −1.43 | −3.01, 0.15 | 0.07 |
Sophomore | −1.21 | −3.50, 1.09 | 0.29 |
Number of times woken up at night | |||
Sex (Ref: Female) | |||
Male | 1.03 | 0.38, 1.68 | <0.01 |
Chronological type (Ref: Morning type) | |||
Evening type | 0.38 | −0.55, 1.31 | 0.41 |
Have previoulsy traveled overseas for competitions (Ref: No) | |||
Yes | −0.19 | −0.90, 0.53 | 0.60 |
Grade (Ref: High school 3rd year) | |||
Freshmen | −0.30 | −1.06, 0.45 | 0.42 |
Sophomore | −0.26 | −1.35, 0.84 | 0.64 |
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Share and Cite
Tsukahara, Y.; Kamada, H.; Torii, S.; Yamasawa, F. Improvement of Jet Lag and Travel Fatigue Symptoms and Their Association with Prior International Travel Experience in Junior Athletes. Sports 2024, 12, 220. https://doi.org/10.3390/sports12080220
Tsukahara Y, Kamada H, Torii S, Yamasawa F. Improvement of Jet Lag and Travel Fatigue Symptoms and Their Association with Prior International Travel Experience in Junior Athletes. Sports. 2024; 12(8):220. https://doi.org/10.3390/sports12080220
Chicago/Turabian StyleTsukahara, Yuka, Hiroshi Kamada, Suguru Torii, and Fumihiro Yamasawa. 2024. "Improvement of Jet Lag and Travel Fatigue Symptoms and Their Association with Prior International Travel Experience in Junior Athletes" Sports 12, no. 8: 220. https://doi.org/10.3390/sports12080220
APA StyleTsukahara, Y., Kamada, H., Torii, S., & Yamasawa, F. (2024). Improvement of Jet Lag and Travel Fatigue Symptoms and Their Association with Prior International Travel Experience in Junior Athletes. Sports, 12(8), 220. https://doi.org/10.3390/sports12080220