Abstract
Frequent air travel and the condensed game schedule typical of a National Basketball Association (NBA) team during the season, often results in accompanying sleep disturbances related to sleep length, sleep quality, and sleep timing (with highly harmful impacts on health, both physical and mental). These issues are not only problematic for NBA players, but also the coaches, training staff, and management support. In this narrative review, we summarize the detrimental effects that this travel and game schedule could have on NBA team members’ sleep, as well as their physical and mental health. Multiple peer-reviewed articles address the role of sleep in athletic performance and health; however, to date, the literature focused on sleep-related issues that are unique to the NBA schedule is scarce. Firstly, this review addresses the impact of the NBA schedule, outlining the number of games and the travel involved (number of flights, the timing of flights, timings of arrival at destination and hotel); we also outline a typical daily NBA travel schedule, providing the reader a glimpse of what this encompasses. Secondly, we provide a brief overview of sleep science and discuss specific applications related to the NBA. Finally, we provide comment on the unique current situation of the NBA “bubble”. Based on this review, there appears to be considerable scope for further investigation of the acute and chronic effects of sleep disturbances concerning the NBA travel and game schedule. Sleep science recommendations need to inform practice, target sleep interventions, and personalized protocols designed to enhance sleep health that can be incorporated at the organizational level.
Citation:
Singh M, Bird S, Charest J, Huyghe T, Calleja-Gonzalez J. Urgent wake up call for the National Basketball Association. J Clin Sleep Med. 2021;17(2):243–248.
Keywords: sleep, NBA, basketball, sleep science, sleep disturbances
INTRODUCTION
It’s a “hard-knock life”,1 that is often how National Basketball Association (NBA) insiders (players, coaches, and managers) describe their life, and, although said in half jest, the sleep deprivation and circadian disruption inherent in a typical NBA season has serious implications for the health and performance of all team members. For decades, NBA culture has glorified sleep deprivation and the willingness to endure the constant travel and the congested game schedule has become a norm, often routing out those players who are unable to cope and survive this schedule.2–4 Over the last few years, the science surrounding the detrimental effects of poor sleep on the health and performance of athletes is growing as is the knowledge that interventions aimed at improving sleep enhance athletic health and performance.5–8 This knowledge has trickled down to the league and team level, but without an accompanying change in NBA culture, impact will be limited. It is commonly accepted that playing in the NBA creates a significant challenge for sleep health, and successful performance requires a planned approach to addressing this challenge. This opinion article will present the case for why it’s imperative for the league and NBA team members to make sleep health a priority.
SLEEP SCIENCE
The recommended amount of sleep needed to achieve optimal health and quality of life varies across the life span, with a gradual decrease from birth to older adulthood, and, according to the American Academy of Sleep Medicine, adults require between 7 and 9 hours of sleep for optimal performance and health.9 In general, reports of poor sleep quality and inadequate sleep duration are high among elite individual and team sport players in various sports categories.10,11 These sleep complaints range from athletes sleeping inadequate amounts to complaints of poor quality of sleep described variously as unrefreshing sleep and dissatisfaction with sleep.12,13 Additionally, athletes with poor quality and inadequate amount of sleep also complain of accompanying daytime sleepiness and fatigue.10,14 The question of whether participation in sports itself results in degraded sleep has been explored.15 Indeed, athletes may have multiple reasons why they sleep poorly, including their training, practices, and travel schedules.14,16 Scientific research shows that both waking up early for training and night time competition reduced sleep.14,17 Indeed sleep behavior may notably vary depending on the athlete’s typical daily schedule.16 In fact, specificity of training and competition schedules possibly accounts for the single most influential factor leading to inconsistency in sleep opportunity among elite athletes (eg, “social jet lag”). Additionally, athletes are affected by extensive exposure to electric light and evening use of electronic media device, each of which can have a significant negative impact on sleep.18,19 Finally, sleep in athletes also can be undermined as a consequence of long-distance travel and the associated disturbances in mood, stress, and anxiety.15 Taken together, there is compelling evidence that elite athletes often fail to obtain the recommended amount of sleep, and importantly, athletes have been found to demonstrate poor self-assessment of their sleep health, including duration and quality.20
Although, there has been no formal research aimed at studying sleep habits of NBA players, it is well known that the NBA faces many unique sleep challenges, given its congested game schedule and the accompanying travel.21,22 Additionally, their daily schedules that traditionally include morning practices balanced with the evening and occasional afternoon games interspersed with pre and post practice shoot-around, medical treatments, media commitments, and charity events, as well as family and social obligations, often make adequate and regular sleep extremely challenging. A detailed dive into NBA travel and game schedules provides critical insight into the question: does sport, specifically NBA, degrade sleep? We make the case that it most certainly does.
SCHEDULE DENSITY
The NBA schedule is described as an intensified and congested structure of competition, consisting of 30 teams from 4 different time zones up to 2,708 miles apart.21 The league is composed of 2 conferences with 3 division each, with each team playing 82 games in the regular season, spanning approximately 26 weeks (177 days), between November and April.22 This is followed by the postseason playoffs (April–May) and NBA finals (potentially 28 games). Therefore, teams are confronted with high-density fixture scheduling throughout the season,23 which has required players, on occasion, to play 5 games in 7 nights. Thus, players are rarely provided with 2 or more days of recovery between games. In recent years, there has been growing media concern surrounding the injuries incidence within the NBA, as a potential result of increased travel and game demands, namely, the game dense schedule.23–26 Add to that international global games for some NBA teams and the picture becomes very clear: travel and sleepiness are constant challenges in the NBA. For example, in the 2018–2019 season, the average NBA team played every 2.07 days, had 13.3 back-to-back sets, and flew the equivalent of 250 miles a day for 25 straight weeks.27 This is an important consideration regarding the long-term health and wellbeing of not only players but coaches and managers as well.
IMPACT OF POOR SLEEP
Does poor and inadequate sleep in the NBA degrade athlete mental and physical health?
Maintaining and optimizing physical and mental health is crucial for athletic performance. The necessary foundation for athletes is the ability to stay healthy; avoiding illness and injury is fundamental for a successful athletic season and even career. These mental and physical aspects are directly linked to sleep quantity and quality. We know that in the general population, a host of negative health effects, including neurocognitive, metabolic, immunologic, and cardiovascular dysfunction are associated with reduced sleep quantity.28 Notably, sleep deprivation increases proinflammatory cytokines, which impair immune system function.29 Indeed, it has been suggested that adequate sleep is a protective factor against illness. Specifically, in 2009, Cohen and colleagues30 exposed 153 healthy men and women (age range 21–55years) to rhinovirus by administrating nasal drops, and they monitored the development of clinical cold 5 days after exposure. Participants sleeping fewer than 7 hours per night were 2.94 more likely to develop a cold than those with 8 hours or more per night of sleep. Additionally, fever, which is ultimately intertwined with flu, has many ill effects on the body, such as an increase in insensible fluid losses, dehydration, metabolic demands, and a dysregulation of body temperature,31 and is correlated with a reduction in exercise tolerance, decreased endurance, and muscle strength and an increase in perceived fatigue.31 Ultimately, it is fundamental for an athlete to strategize their sleep adequately to reduce the likelihood of getting ill and impacting their athletic performance negatively.
Does poor and inadequate sleep in the NBA increase injury risk?
There is growing evidence in research literature that decreased sleep is associated with an increased risk of injury in athletes in general. A recent study of 496 adolescent athletes from 16 different individual and team sports found that increased training load and decreased self-reported sleep duration were independently associated with an increased risk of injury.32 The impairments in reaction time and cognitive function associated with sleep deprivation were thought to underlie this increased risk. However, the question of whether the NBA schedule density impacts injuries is complex and multifactorial.1 Teramoto and colleagues33 examined game injuries and game schedules in the 2012–2013 through 2014–2015 NBA season and found that playing back-to-back games and away games were significant predictors of game injuries (3.5 odds ratio). However, Mack et al,34 argue that the statistical approach employed by Teramoto et al was fundamentally flawed, suggesting that the authors described the relationship between 2 exposures to game scheduling, but not the relationship of these exposures with injury risk. More recently, Esteves et al,21 outlined the detrimental effect of playing back-to-back games on the game outcome, reporting that having at least 1 day of rest between games increased the likelihood of winning by 37.6%. As with all research, academic inquiry and debate is encouraged, however with player health and wellness at the forefront, the NBA schedule was subsequently modified to promote greater recovery time between games by reducing the number of back-to-back games and eliminating scheduling of 4 games in 5 days.35 Purely, from a performance perspective, it is a balancing act for coaches between interpreting the science and practical application (the art) to maximize the probability of winning and minimize the risk of injury. This has seen evolution of the NBA “Did not play rest” strategy, credited to Gregg Popovich and the San Antonio Spurs,36 with preliminary data supporting its utility. Lewis1 reports that not playing in back-to-back games can reduce the probability of an injury by almost 16% for the average player. Ultimately, the goal for many NBA players is to maintain an impactful playing career for several consecutive years. Based on NBA data, the average career length of an NBA player between the years 1946 and 2011 was 4.87 seasons. The high rate of injuries among NBA players may be one of the factors for such short careers.33
Does inadequate and irregular sleep affect performance in the NBA?
The extensive travel inherent in the NBA may directly interfere with performance due to reduction in sleep quantity as well as alteration in sleep schedules and the accompanying disruption to circadian rhythms. The negative effects of sleep deprivation on performance, including reaction time, accuracy, vigor, submaximal strength, physical qualities (strength and speed), physiological and psychological health, injury and illness risk, and recovery and endurance, as well as on cognitive functions such as judgment and decision making are well established.37 This would ultimately mean impaired athletic performance and an impact on in-game performance in the NBA player.
One study exploring this very question found that late-night tweeting (compared to no late-night tweeting) is associated with within-person reductions in next-day game performance, specifically fewer points scored, fewer rebounds, less time played per game, more turnovers, more personal fouls committed, and a lower shooting accuracy.38 In this case, late-night tweeting served as proxy to sleep restriction. Once again, this raises a potential link between electric light and electronic device use and negative impact on sleep. The effect of sleep restriction may also accumulate over a typical NBA season, culminating in extensive sleep deprivation negatively impacting performance just at the time when optimal performance is critical for team success. Additionally, among athletes in general, transmeridian travel with its associated jet lag and/or circadian disruption, can be associated with fatigue, disorientation, impaired sleep, and general discomfort, all of which are threats to athletic performance.39 Performance decrements after travel across time zones also can be compounded by training or competition times that do not align with the typical circadian rhythms based on the athletes’ home time zone.40,41
In contrast, experiments of sleep extension by a few hours have demonstrated improved performance among collegiate basketball players.42 In particular, the increment of total objective sleep time, including both nocturnal sleep and daytime naps (110.9 ± 79.7 minutes of additional sleep time) compared to baseline resulted in faster sprint times, increased free throw percentage by 9%, increased 3-point field goal percentage by 9.2% (P < .001), increased Profile of Mood States scores (P < .001), improved psychomotor vigilance task (reaction test) and decreased Epworth Sleepiness Scale (P < .01), and improved overall ratings of physical and mental well-being during practices and games. Taken together, the abovementioned evidence points to converging pathways of how the NBA schedule may have a negative influence on the health and performance of NBA players. Thus, this subject matter warrants further awareness, education, and promotional incentives among players, staff, and club stakeholders, as well as urgency for future research dedicated to novel noninvasive, valid, and reliable fatigue monitoring and recovery strategies to compensate for the unavoidable sleep and circadian disruptions that occur in the NBA.
OTHER CONSIDERATIONS
Frequent flyers, NBA stakeholder voices, and what the future holds
While the 2017–2018 NBA season marked the 1st season in NBA history in which no team played 4 games in 5 nights,22the NBA schedule and air travel requirements remain an ongoing concern (Table 1). According to ESPN’s Baxtor Holmes,27 NBA teams travel more miles in a season than do teams in any other sport, with the Trail Blazers flying an NBA-high 54,004 miles during the 2017/2018 season. To put that in perspective, that is the equivalent of flying from Chicago to Cleveland every single day for 176 consecutive days. In another example, the Sacramento Kings faced a schedule that included 16 back-to-back games, an intensified period of 6 road games in 12 days, with the team traveling 49,159 miles over the course of the season.43 This may have significant health and performance implications, especially for rookies in their professional transition. Anecdotal reports suggest that there is a tendency for NBA rookies to “do more”, “put more shots up”, and “spend more time on the floor” in an effort to get that competitive edge. In doing so, they may not devote appropriate time to psychological and physical recovery.
Table 1.
2017/2018 Likely Playoff Teams | Miles | Conference | Record (W/L) |
---|---|---|---|
Portland Trail Blazers | 54,004 | Western | 49/33 |
Minnesota Timberwolves | 52,401 | Western | 47/35 |
Oklahoma City Thunder | 48,459 | Western | 48/34 |
Huston Rockets | 48,194 | Western | 65/17 |
Miami Heat | 47,775 | Eastern | 44/38 |
Utah Jazz | 47,447 | Western | 48/34 |
New Orleans Pelicans | 47,294 | Western | 48/34 |
Boston Celtics | 47,215 | Eastern | 55/27 |
Golden State Warriors* | 46,415 | Western | 58/24 |
San Antonio Spurs | 46,258 | Western | 47/35 |
Milwaukee Bucks | 43,194 | Eastern | 44/38 |
Philadelphia 76ers | 40,751 | Eastern | 52/30 |
Washington Wizards | 40,741 | Eastern | 43/39 |
Cleveland Cavaliers | 38,303 | Eastern | 50/32 |
Toronto Raptors | 36,457 | Eastern | 59/23 |
Indiana Pacers | 35,520 | Eastern | 48/34 |
Average | 48,546 |
Adapted from Holmes.27 *NBA champions. W/L = wins/losses.
Inside the locker room
Former Sacramento Kings Assistant Coach, Jason March, is adamant that fatigue is the biggest challenge for potential draft picks as they find themselves flying in from all over the country for predraft workouts, “I think the biggest challenge for the rookies is fatigue, it does take a toll on them. Some of these guys are flying across the country, there is ‘I got to get on a flight be here at this time’… so fatigue definitely plays a factor.”44 Following the 2017–2018 season, the challenges faced by rookies was further highlighted on the Sacramento Kings Rookie Roundtable.45 Dave Mason and Morgan Ragan spoke with 4 of the Kings rookies, and when Mason asked, “Hitting the rookie wall, everyone talks about the rookie wall, do you guys feel like you ever hit it, is that like a real thing to you guys?” De'Aaron Fox replied, “Oh, I hit mine, so after I did that, is like I started playing well, it’s like, once you hit it, accept it, and overcome it. We played the Clippers back-to-back, played them here, had a day off, and played them there, had a day off, and then went to OKC [Oklahoma City]. I just felt like, I was sick, and my body was, well it felt like my body was falling apart. After that, you know I let it go, I felt like that’s what really started to get rolling.” Collectively, this insight provides a glimpse inside the world of an NBA rookie.
And it’s not just the players, as the wellbeing of coaches is also under the spotlight. Dan Woike of the Los Angeles Times reported46 that in discussions with more than half a dozen NBA coaches about a wide range of health issues, it is lack of sleep that has people most concerned. On the road, that means late-night flights poring over game film. At home, it means trying to battle the emotional extremes that competing in an NBA game bring with it. This is further evidenced by Charlotte’s Steve Clifford having to recently step away from coaching for nearly 6 weeks so he could resolve stress-related headaches caused by a lack of sleep.47
Player and coach voices
In this ever-evolving sport science world, it is easy to get lost in the numbers and often forget about the most ecological valid data at our fingertips, that of the “player’s voice”. Above all, when players talk about their health and wellbeing, the warning signs are there, we all need to wake up and listen.2–4,23,26,27
“You ask anybody in the room, the thing I talk about is sleep. I think in a couple years, [sleep deprivation] will be an issue that's talked about, like the NFL with concussions.”
“Lack of sleep messes up your recovery, messes up how you play, your cognitive function, your mindset, how you're moving on the court. Sleep is everything.”
“You grow up knowing about the 82-game schedule in the NBA, but it’s totally different when you experience the difficulty of that schedule yourself.”
“The travel can mess with you, whichever direction you are travelling. You get in super late at night, but you’re wide awake at two in the morning because your body is used to a different time zone”
“Travel and sleep are just destroying these athletes, and I think that's what the NBA really needs to think about.”
“Unfortunately, we'll never really see what these guys can really do, because they’re tired all of the time – because of the schedule.”
“By the end of the season, if you were 6 feet tall when it started, now you’re 5-foot-2, it just wears you down and you just have to somehow focus on yourself and your health
“It’s the grind of the season. You’re reading more and more about the importance of sleep. Sleep is your recovery, whether you’re a player or a coach, for everyone. It’s so important you can’t overlook it.”
The NBA “bubble”
Given the above discussion, it becomes important to comment on the current situation, on how the current NBA playoffs format in the “bubble” provides an opportunity for a controlled experiment, where all travel is eliminated. Due to the unprecedented circumstances and challenges presented by coronavirus disease (COVID-19),48 the 2019/2020 NBA implemented a unique and unknown playoff format due to the COVID-19 pandemic, with all 16 teams located within the NBA “bubble” in Orlando, Florida, competing at the ESPN (Entertainment and Sports Programming Network) Wide World of Sports Complex in Walt Disney World.49 Not only has the NBA bubble been successful in protecting players from COVID-19 (since entering the bubble, there have been no reports of any NBA player or staff members testing positive from COVID-19), the NBA bubble has been suggested to be a “competitive equalizer” by eliminating team travel. It would be logical to link the numerous advantages of eliminated travel to improved player health and wellbeing and a potential differentiating factor between teams (Eastern Conference compared to Western Conference).49
For example, a recent abstract published in Sleep50 reported that during NBA playoffs, team scoring improved during eastward travel (compared to westward travel) and travel in the same zone, while game outcomes remaining unaffected by direction of travel. However, the authors noted that teams had lower predicted probabilities of winning after traveling 3 time zones westward and lost more games when traveling 2 time zones westward compared to most other types of travel, thereby influencing in-game performances and NBA playoff outcomes.50 It is not unreasonable to suggest that such responses could be attributed to the effect of travel-related circadian disadvantage. These preliminary finding may be of important consideration for the current NBA playoffs, in that the NBA bubble may eliminate the disadvantages related to long-distance travel. Such a contention is supported, in part, by anecdotal reports by NBA General Managers suggesting the benefits of the lack of travel. Recently, ESPN’s Baxter Holmes quoted one Western Conference General Manager,51 “Our guys feel better … we've got these games and we don't have to jump on planes [afterward].” This is further supported by comments from a Western Conference Athletic Trainer inside the bubble, “This is the advantage that we have not had. We're always tired ... Our guys have been rested. They've been fresh. We've been able to get them recovered again and again.”51 However, while the players may feel physically recovered, the NBA bubble presents significant mental health challenges.52,53 Collectively, these are key considerations in the context of “emotional wellness”,54 which is described as “person’s ability to cope with daily circumstances and to deal with personal feelings in a positive, optimistic, and constructive manner”.55 It is well-established that sleep plays an critical role in emotional wellness.56–58 Such is the importance of sleep, Scott and colleagues59 highlight that many, if not all, mental health problems are associated with problems sleeping. Hence the recent emergence of the important role of sleep science in player health and wellbeing.
FINAL WAKE-UP CALL FOR THE NBA
The impact of sleep restriction and circadian rhythm disruption on NBA teams members’ overall health and performance is one of the worst kept secret in sports.35–37 This paper is a final wake-up call to the NBA, given the inherent sleep problems we have described. The significance of the reported sleep restriction and circadian rhythm disruption is the potential long-term detrimental effects not only on athletic performance but, more importantly, on player health and wellbeing.7 Ultimately, this means that implementing strategies, such as napping27 and sleeping adequately7 and strategically among others, could be beneficial for NBA players and staff members. In particular, the specific goals of these recovery strategies, such as napping and sleep scheduling, need to be investigated thoroughly to address the 82-game NBA schedule to protect the health and performance of athletes. Finally, implementing an adequate sleep screening and sleep education strategy could have significant implications for health, athletic performance, and beyond. This would be the first step toward new opportunities to explore crucial aspects of mental and physical health, paving the way toward novel intervention to enhance wellbeing among NBA athletes and staff members.
DISCLOSURE STATEMENT
All authors have seen and approved this manuscript. The authors report no conflicts of interest.
ABBREVIATIONS
- COVID-19
coronavirus disease
- NBA
National Basketball Association
REFERENCES
- 1.Lewis M. It’s a hard-knock life: Game load, fatigue, and injury risk in the National Basketball Association. J Athl Train. 2018;53(5):503–509. 10.4085/1062-6050-243-17 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Holmes B. NBA players are losing sleep over this season. Los Angeles Times April 16, 2012. Accessed May 5, 2012. https://www.latimes.com/sports/la-xpm-2012-apr-16-la-sp-nba-sleep-20120417-story.html.
- 3.Helin K. CJ McCollum, others talk NBA sleep issue: “Lack of sleep… messes up how you play”. NBC Sports. October 14, 2019. Accessed May 5, 2020. https://nba.nbcsports.com/2019/10/14/cj-mccollum-others-talk-nba-sleep-issue-lack-of-sleep-messes-up-how-you-play/.
- 4.Beck H. Bowing to body clocks, N.B.A. teams sleep. The New York Times December 19, 2009. Accessed June 1, 2020. https://www.nytimes.com/2009/12/20/sports/basketball/20sleep.html.
- 5.Samuels C. Sleep, recovery, and performance: the new frontier in high-performance athletics. Neurol Clin. 2008;26(1):169–180, ix-x. 10.1016/j.ncl.2007.11.012 [DOI] [PubMed] [Google Scholar]
- 6.O’Donnell S, Beaven CM, Driller MW. From pillow to podium: a review on understanding sleep for elite athletes. Nat Sci Sleep. 2018;10:243–253. 10.2147/NSS.S158598 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Fullagar HHK, Duffield R, Skorski S, Coutts AJ, 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(8):950–957. 10.1123/ijspp.2014-0565 [DOI] [PubMed] [Google Scholar]
- 8.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(3):683–703. 10.1007/s40279-017-0832-x [DOI] [PubMed] [Google Scholar]
- 9.Watson NF, Badr MS, Belenky G, et al. Recommended amount of sleep for a healthy adult: a joint consensus statement of the American Academy of Sleep Medicine and Sleep Research Society. Sleep. 2015;38(6):843–844. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Swinbourne R, Gill N, Vaile J, Smart D. Prevalence of poor sleep quality, sleepiness and obstructive sleep apnoea risk factors in athletes. Eur J Sport Sci. 2016;16(7):850–858. 10.1080/17461391.2015.1120781 [DOI] [PubMed] [Google Scholar]
- 11.Lastella M, Roach GD, Halson SL, Sargent C. Sleep/wake behaviours of elite athletes from individual and team sports. Eu. J Sport Sci. 2015;15(2):94–100. 10.1080/17461391.2014.932016 [DOI] [PubMed] [Google Scholar]
- 12.Leeder J, Glaister M, Pizzoferro K, Dawson J, Pedlar C. Sleep duration and quality in elite athletes measured using wristwatch actigraphy. J Sports Sci. 2012;30(6):541–545. 10.1080/02640414.2012.660188 [DOI] [PubMed] [Google Scholar]
- 13.Tuomilehto H, Vuorinen V-P, Penttilä E, et al. Sleep of professional athletes: Underexploited potential to improve health and performance. J Sports Sci. 2017;35(7):704–710. 10.1080/02640414.2016.1184300 [DOI] [PubMed] [Google Scholar]
- 14.Sargent C, Lastella M, Halson SL, Roach GD. The impact of training schedules on the sleep and fatigue of elite athletes. Chronobiol Int. 2014;31(10):1160–1168. 10.3109/07420528.2014.957306 [DOI] [PubMed] [Google Scholar]
- 15.Gupta L, Morgan K, Gilchrist S. Does elite sport degrade sleep quality? A systematic review. Sports Med. 2017;47(7):1317–1333. 10.1007/s40279-016-0650-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Nedelec M, Aloulou A, Duforez F, Meyer T, Dupont G. The variability of sleep among elite athletes. Sports Med Open. 2018;4(1):34. 10.1186/s40798-018-0151-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Sargent C, Roach GD. Sleep duration is reduced in elite athletes following night-time competition. Chronobiol Int. 2016;33(6):667–670. 10.3109/07420528.2016.1167715 [DOI] [PubMed] [Google Scholar]
- 18.Jones MJ, Dawson B, Eastwood PR, et al. Influence of electronic devices on sleep and cognitive performance during athlete training camps. J Strength Cond Res. 2020;Epub ahead of print. 10.1519/JSC.0000000000002991. [DOI] [PubMed] [Google Scholar]
- 19.Jones MJ, Dawson B, Gucciardi DF, et al. Evening electronic device use and sleep patterns in athletes. J Sports Sci. 2019;37(8):864–870. 10.1080/02640414.2018.1531499 [DOI] [PubMed] [Google Scholar]
- 20.Van Dongen HPA, Maislin G, Mullington JM, Dinges DF. The cumulative cost of additional wakefulness: dose-response effects on neurobehavioral functions and sleep physiology from chronic sleep restriction and total sleep deprivation. Sleep. 2003;26(2):117–126. 10.1093/sleep/26.2.117 [DOI] [PubMed] [Google Scholar]
- 21.Esteves PT, Mikolajec K, Schelling X, Sampaio J. Basketball performance is affected by the schedule congestion: NBA back-to-backs under the microscope. Eur J Sport Sci. 2020:March 14:1-10; Epub ahead of print. 10.1080/17461391.2020.1736179 [DOI] [PubMed] [Google Scholar]
- 22.Huyghe T, Scanlan AT, Dalbo VJ, Calleja-González J. The negative influence of air travel on health and performance in the National Basketball Association: A narrative review. Sports. 2018;6(3):89. 10.3390/sports6030089 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Holmes B. Schedule alert! Every game tired teams should lose this month. ESPN. November 1, 2017. Accessed May 20, 2020. https://www.espn.com.au/nba/story/_/id/21236405/nba-schedule-alert-20-games-tired-teams-lose-november.
- 24.Holmes B, Haberstroh T. Too many games: The NBA's injury problem is a scheduling one. ESPN. June 7, 2016. Accessed May 11, 2020. http://www.espn.com/nba/story/_/id/16009898/nba-injury-problem-scheduling-one.
- 25.Haberstroh T. The cruel, unrelenting, back-breaking, knee-busting anti-logic of the NBA schedule. ESPN. February 11, 2016. Accessed May 20, 2020. https://www.espn.com/nba/story/_/id/14757066/nba-schedule-breaking-players.
- 26.Holmes B. How fatigue shaped the season, and what it means for the playoffs. ESPN. April 10, 2018. Accessed May 5, 2020. https://www.espn.com/nba/story/_/id/23094298/how-fatigue-shaped-nba-season-means-playoffs.
- 27.Holmes B. NBA exec: 'It's the dirty little secret that everybody knows about'. ESPN. October 14, 2019. Accessed May 5, 2020. https://www.espn.com.au/nba/story/_/id/27767289/dirty-little-secret-everybody-knows-about.
- 28.Irwin MR. Why sleep is important for health: a psychoneuroimmunology perspective. Annu Rev Psychol. 2015;66(1):143–172. 10.1146/annurev-psych-010213-115205 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Haack M, Sanchez E, Mullington JM. Elevated inflammatory markers in response to prolonged sleep restriction are associated with increased pain experience in healthy volunteers. Sleep. 2007;30(9):1145–1152. 10.1093/sleep/30.9.1145 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Cohen S, Doyle WJ, Alper CM, Janicki-Deverts D, Turner RB. Sleep habits and susceptibility to the common cold. Arch Intern Med. 2009;169(1):62–67. 10.1001/archinternmed.2008.505 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Purcell LK. Exercise and febrile illnesses. Paediatr Child Health. 2007;12(10):885–892. 10.1093/pch/12.10.885 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.von Rosen P, Frohm A, Kottorp A, Fridén C, Heijne A. Multiple factors explain injury risk in adolescent elite athletes: Applying a biopsychosocial perspective. Scand J Med Sci Sports. 2017;27(12):2059–2069. 10.1111/sms.12855 [DOI] [PubMed] [Google Scholar]
- 33.Teramoto M, Cross CL, Cushman DM, Maak TG, Petron DJ, Willick SE. Game injuries in relation to game schedules in the National Basketball Association. J Sci Med Sport. 2017;20(3):230–235. 10.1016/j.jsams.2016.08.020 [DOI] [PubMed] [Google Scholar]
- 34.Mack CD, Herzog MM, DiFiori JP, Meisel PL, Dreyer NA. A second look at NBA game schedules: Response to Teramoto et al. J Sci Med Sport. 2018;21(3):228–229. 10.1016/j.jsams.2017.07.023 [DOI] [PubMed] [Google Scholar]
- 35.Windhorst B. NBA outlines schedule changes in memo to teams. ESPN. Aug 8, 2017. Accessed May 20, 2020. https://www.espn.com/nba/story/_/id/20286965/nba-issues-memo-detailing-how-add-rest-schedule.
- 36.Haberstroh T. Memo to NBA owners: The 82-game season is already a thing of the past. ESPN. April 5, 2017. Accessed May 20, 2020. https://www.espn.com.au/nba/story/_/page/presents19071734/end-82-game-nba-season.
- 37.Charest J, Grandner MA. Sleep and athletic performance: Impacts on physical performance, mental performance, injury risk and recovery, and mental health. Sleep Med Clin. 2020;15(1):41–57. 10.1016/j.jsmc.2019.11.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Jones JJ, Kirschen GW, Kancharla S, Hale L. Association between late-night tweeting and next-day game performance among professional basketball players. Sleep Health. 2019;5(1):68–71. 10.1016/j.sleh.2018.09.005 [DOI] [PubMed] [Google Scholar]
- 39.Waterhouse J, Reilly T, Edwards B. The stress of travel. J Sports Sci. 2004;22(10):946–966. 10.1080/02640410400000264 [DOI] [PubMed] [Google Scholar]
- 40.Smith RS, Efron B, Mah CD, Malhotra A. The impact of circadian misalignment on athletic performance in professional football players. Sleep. 2013;36(12):1999–2001. 10.5665/sleep.3248 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Roy J, Forest G. Greater circadian disadvantage during evening games for the National Basketball Association (NBA), National Hockey League (NHL) and National Football League (NFL) teams travelling westward. J Sleep Res. 2018;27(1):86–89. 10.1111/jsr.12565 [DOI] [PubMed] [Google Scholar]
- 42.Mah CD, Mah KE, Kezirian EJ, Dement WC. The effects of sleep extension on the athletic performance of collegiate basketball players. Sleep. 2011;34(7):943–950. 10.5665/SLEEP.1132 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Ramos K. Inside look: Kings 2017-18 schedule. Sacramento Kings. Aug 14, 2017. Accessed May 21, 2020. https://www.nba.com/kings/blog/inside-look-kings-2017-18-schedule.
- 44.Sacremento Kings. Anatomy of the draft - coaches. Youtube. June 13, 2018. Accessed May 21, 2020. https://www.youtube.com/watch?v=pD54IOI1tWo.
- 45.Sacremento Kings. All things Kings Rookie roundtable with Dave Mason and Morgan Ragan. Youtube. April 13, 2018. Accessed May 20, 2020. https://www.youtube.com/watch?v=XrE7xenbqMI.
- 46.Woike D. NBA’s scary secret: Job stress is destroying the health of some of the best coaches. Los Angeles Times December 7. Accessed May 25, 2020. https://www.latimes.com/sports/story/2019-12-07/nba-coaches-health-doc-rivers-scott-brooks-rick-carlisle-tyronn-lue.
- 47.Zgoda J. Stress has taken its toll on NBA coaches more so this season than most. Star Tribune May 24, 2018. Accessed May 29, 2020. https://www.startribune.com/stress-has-taken-its-toll-on-nba-coaches-more-so-this-season-than-most/477832403/.
- 48.Huyghe T, Bird SP, Calleja-González J, Alcaraz PE. Season suspension and summer extension: Unique opportunity for professional team-sport athletes and support staff during and following the COVID-19 crisis. Front Sports Act Living. 2020;2:98. https://10.3389/fspor.2020.00098 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.American Academy of Sleep Medicine . NBA playoff format is optimizing competitive balance by eliminating travel. ScienceDaily. August 26, 2020. Accessed September 20, 2020. www.sciencedaily.com/releases/2020/08/200826101637.htm
- 50.Pradhan S, Gregory K, Alton D, Chachad R, Flynn-Evans EE. 0174 Examining circadian disadvantages in the National Basketball Association’s playoffs. Sleep. 2020;43(Supplement 1):A69. 10.1093/sleep/zsaa056.172 [DOI] [Google Scholar]
- 51.Holmes B. NBA bubble play has some GMs discussing travel effects. ESPN. Sept 10, 2020. Accessed Sept 20, 2020. https://www.espn.com/nba/story/_/id/29855059/nba-bubble-play-some-gms-discussing-travel-effects.
- 52.Helin K. Doc Rivers on mental health challenges: ‘Being in the bubble is hard’. NBC Sports. August 28, 2020. Accessed October 4, 2020. https://nba.nbcsports.com/2020/08/28/doc-rivers-on-mental-health-challenges-being-in-the-bubble-is-hard/.
- 53.Holmes B. Navigating the mental aspects of life in the NBA bubble. ESPN. July 17, 2020. Accessed October 4, 2020. https://www.espn.com.au/nba/story/_/id/29478260/navigating-mental-aspects-life-nba-bubble.
- 54.Calleja-González J, Terrados N, Martín-Acero R, et al. Happiness vs wellness during the recovery process in high performance sport. Front Physiol. 2018;9:1598. 10.3389/fphys.2018.01598 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Corbin CB. Concepts of Fitness and Wellness: A Comprehensive Lifestyle Approach. New York: McGraw Hill; 2009. [Google Scholar]
- 56.Hamilton NA, Nelson CA, Stevens N, Kitzman H. Sleep and psychological well-being. Soc Indic Res. 2007;82(1):147–163. 10.1007/s11205-006-9030-1 [DOI] [Google Scholar]
- 57.Asplund C, Chang CJ. The role of sleep in psychological well-being in athletes. In: Hong E, Rao AL, eds. Mental Health in the Athlete. Switzerland: Springer, Cham; 2020:277-290. 10.1007/978-3-030-44754-0_23 [DOI] [Google Scholar]
- 58.Savis JC. Sleep and athletic performance: Overview and implications for sport psychology. Sport Psychol. 1994;8(2):111–125. 10.1123/tsp.8.2.111 [DOI] [Google Scholar]
- 59.Scott AJ, Webb TL, Rowse G. Does improving sleep lead to better mental health? A protocol for a meta-analytic review of randomised controlled trials. BMJ Open. 2017;7(9):e016873. 10.1136/bmjopen-2017-016873 [DOI] [PMC free article] [PubMed] [Google Scholar]