Academic literature on the topic 'Elite swimming - Australia'

Purpose:To compare the Multistage Shuttle Swim Test (MSST), Water Polo Intermittent Shuttle Test (WIST) and 5 × 200 m Incremental Swimming Test (IST) responses in elite female water polo players.Methods:Fourteen Australian Women’s National Water Polo Squad members performed the MSST and WIST, and 13 players from a National Water Polo League club performed the IST, MSST and WIST on separate occasions (no goalkeepers were involved). Peak heart rate, blood lactate and ratings of perceived exertion were obtained for all tests. Expired air was collected following all tests for the National League players.Results:The National Squad players scored significantly better (ie, distance covered) in the MSST and WIST than the National League players (effect sizes = 1.60 to 1.79, P < .001). The MSST and WIST scores were significantly correlated (r = .80 to 0.88, P < .001). The MSST scores were significantly correlated with peak oxygen uptake (VO2peak; mL·kg−1·min−1) obtained for all tests (r = .58 to 0.59, P < .05). In contrast, there were no significant correlations between the WIST scores and VO2peak obtained for any of the tests (r = .43 to 0.52, P > .05). Differences in VO2peak for the IST, MSST and WIST were nonsignificant (P > .05).Conclusions:The MSST and WIST can discriminate players of different competition standards. The MSST can be used to estimate a player’s aerobic fitness and peak heart rate. The WIST appears to better mimic the intermittent activity pattern of the game, but its application to female players, to assess maximal intermittent endurance swimming performance, requires further evaluation.

The swimming start is highly influential to overall competition performance. Therefore, it is paramount to develop reliable methods to perform accurate biomechanical analysis of start performance for training and research. The Wetplate Analysis System is a custom-made force plate system developed by the Australian Institute of Sport—Aquatic Testing, Training and Research Unit (AIS ATTRU). This sophisticated system combines both force data and 2D digitization to measure a number of kinetic and kinematic parameter values in an attempt to evaluate start performance. Fourteen elite swimmers performed two maximal effort dives (performance was defined as time from start signal to 15 m) over two separate testing sessions. Intraclass correlation coefficients (ICC) were used to determine each parameter’s reliability. The kinetic parameters all had ICC greater than 0.9 except the time of peak vertical force (0.742). This may have been due to variations in movement initiation after the starting signal between trials. The kinematic and time parameters also had ICC greater than 0.9 apart from for the time of maximum depth (0.719). This parameter was lower due to the swimmers varying their depth between trials. Based on the high ICC scores for all parameters, the Wetplate Analysis System is suitable for biomechanical analysis of swimming starts.

Purpose: Pacing, or the distribution of energy expenditure, is particularly important in swimming; however, there is limited research examining pacing profiles in long-distance freestyle events. This study aimed to characterize the pacing profiles of elite male 1500-m freestyle swimmers using a novel method to provide a detailed analysis of different race segments. Methods: The race data for 327 male 1500-m freestyle long-course races between 2010 and 2019 were analyzed retrospectively. The raw 50-m split times for each lap were converted to a percentage of overall race time. The races were classified as a fast-, average-, or slow-start strategy (laps 1–2); as an even, negative, or positive pacing strategy (laps 3–28); and as a fast-, average-, or slow-finish strategy (laps 29–30) to give an overall pacing profile. Results: Slow- and average-start strategies were associated with faster overall 1500-m times than a fast-start strategy (mean = −21.2 s; 90% confidence interval, −11.4 to −32.3 s, P = .00). An even pacing strategy in laps 3 to 28 yielded faster overall 1500-m times than a positive pacing strategy (−8.4 s, −3.9 to −13.0 s, P = .00). The overall 1500-m times did not differ substantially across the finish strategies (P = .99). The start strategy differed across age groups and nationalities, where younger swimmers and swimmers from Australia and Great Britain typically spent a lower percentage of race time in laps 1 to 2 (faster start strategy; −0.10%, −0.01% to −0.23%, P ≤ .02). Conclusion: Adopting a relatively slower start strategy helps conserve energy for the latter stages of a 1500-m freestyle race.

Introduction: Bubbles and Sport The ephemeral materiality of bubbles – beautiful, spectacular, and distracting but ultimately fragile – when applied to protect or conserve in the interests of sport-media profit, creates conditions that exacerbate existing inequalities in sport and society. Bubbles are usually something to watch, admire, and chase after in their brief yet shiny lives. There is supposed to be, technically, nothing inside them other than one or more gasses, and yet we constantly refer to people and objects being inside bubbles. The metaphor of the bubble has been used to describe the life of celebrities, politicians in purpose-built capital cities like Canberra, and even leftist, environmentally activist urban dwellers. The metaphorical and material qualities of bubbles are aligned—they cannot be easily captured and are liable to change at any time. In this article we address the metaphorical sporting bubble, which is often evoked in describing life in professional sport. This is a vernacular term used to capture and condemn the conditions of life of elite sportspeople (usually men), most commonly after there has been a sport-related scandal, especially of a sexual nature (Rowe). It is frequently paired with connotatively loaded adjectives like pampered and indulged. The sporting bubble is rarely interrogated in academic literature, the concept largely being left to the media and moral entrepreneurs. It is represented as involving a highly privileged but also pressurised life for those who live inside it. A sporting bubble is a world constructed for its most prized inhabitants that enables them to be protected from insurgents and to set the terms of their encounters with others, especially sport fans and disciplinary agents of the state. The Covid-19 pandemic both reinforced and reconfigured the operational concept of the bubble, re-arranging tensions between safety (protecting athletes) and fragility (short careers, risks of injury, etc.) for those within, while safeguarding those without from bubble contagion. Privilege and Precarity Bubble-induced social isolation, critics argue, encourages a loss of perspective among those under its protection, an entitled disconnection from the usual rules and responsibilities of everyday life. For this reason, the denizens of the sporting bubble are seen as being at risk to themselves and, more troublingly, to those allowed temporarily to penetrate it, especially young women who are first exploited by and then ejected from it (Benedict). There are many well-documented cases of professional male athletes “behaving badly” and trying to rely on institutional status and various versions of the sporting bubble for shelter (Flood and Dyson; Reel and Crouch; Wade). In the age of mobile and social media, it is increasingly difficult to keep misbehaviour in-house, resulting in a slew of media stories about, for example, drunkenness and sexual misconduct, such as when then-Sydney Roosters co-captain Mitchell Pearce was suspended and fined in 2016 after being filmed trying to force an unwanted kiss on a woman and then simulating a lewd act with her dog while drunk. There is contestation between those who condemn such behaviour as aberrant and those who regard it as the conventional expression of youthful masculinity as part of the familiar “boys will be boys” dictum. The latter naturalise an inequitable gender order, frequently treating sportsmen as victims of predatory women, and ignoring asymmetries of power between men and women, especially in homosocial environments (Toffoletti). For those in the sporting bubble (predominantly elite sportsmen and highly paid executives, also mostly men, with an array of service staff of both sexes moving in and out of it), life is reflected for those being protected via an array of screens (small screens in homes and indoor places of entertainment, and even smaller screens on theirs and others’ phones, as well as huge screens at sport events). These male sport stars are paid handsomely to use their skill and strength to perform for the sporting codes, their every facial expression and bodily action watched by the media and relayed to audiences. This is often a precarious existence, the usually brief career of an athlete worker being dependent on health, luck, age, successful competition with rivals, networks, and club and coach preferences. There is a large, aspirational reserve army of athletes vying to play at the elite level, despite risks of injury and invasive, life-changing medical interventions. Responsibility for avoiding performance and image enhancing drugs (PIEDs) also weighs heavily on their shoulders (Connor). Professional sportspeople, in their more reflective moments, know that their time in the limelight will soon be up, meaning that getting a ticket to the sporting bubble, even for a short time, can make all the difference to their post-sport lives and those of their families. The most vulnerable of the small minority of participants in sport who make a good, short-term living from it are those for whom, in the absence of quality education and prior social status, it is their sole likely means of upward social mobility (Spaaij). Elite sport performers are surrounded by minders, doctors, fitness instructors, therapists, coaches, advisors and other service personnel, all supporting athletes to stay focussed on and maximise performance quality to satisfy co-present crowds, broadcasters, sponsors, sports bodies and mass media audiences. The shield offered by the sporting bubble supports the teleological win-at-all-costs mentality of professional sport. The stakes are high, with athlete and executive salaries, sponsorships and broadcasting deals entangled in a complex web of investments in keeping the “talent” pivotal to the “attention economy” (Davenport and Beck)—the players that provide the content for sale—in top form. Yet, the bubble cannot be entirely secured and poor behaviour or performance can have devastating effects, including permanent injury or disability, mental illness and loss of reputation (Rowe, “Scandals and Sport”). Given this fragile materiality of the sporting bubble, it is striking that, in response to the sudden shutdown following the economic and health crisis caused by the 2020 global pandemic, the leaders of professional sport decided to create more of them and seek to seal the metaphorical and material space with unprecedented efficiency. The outcome was a multi-sided tale of mobility, confinement, capital, labour, and the gendering of sport and society. The Covid-19 Gilded Cage Sociologists such as Zygmunt Bauman and John Urry have analysed the socio-politics of mobilities, whereby some people in the world, such as tourists, can traverse the globe at their leisure, while others remain fixed in geographical space because they lack the means to be mobile or, in contrast, are involuntarily displaced by war, so-called “ethnic cleansing”, famine, poverty or environmental degradation. The Covid-19 global pandemic re-framed these matters of mobilities (Rowe, “Subjecting Pandemic Sport”), with conventional moving around—between houses, businesses, cities, regions and countries—suddenly subjected to the imperative to be static and, in perniciously unreflective technocratic discourse, “socially distanced” (when what was actually meant was to be “physically distanced”). The late-twentieth century analysis of the “risk society” by Ulrich Beck, in which the mysterious consequences of humans’ predation on their environment are visited upon them with terrifying force, was dramatically realised with the coming of Covid-19. In another iteration of the metaphor, it burst the bubble of twenty-first century global sport. What we today call sport was formed through the process of sportisation (Maguire), whereby hyper-local, folk physical play was reconfigured as multi-spatial industrialised sport in modernity, becoming increasingly reliant on individual athletes and teams travelling across the landscape and well over the horizon. Co-present crowds were, in turn, overshadowed in the sport economy when sport events were taken to much larger, dispersed audiences via the media, especially in broadcast mode (Nicholson, Kerr, and Sherwood). This lucrative mediation of professional sport, though, came with an unforgiving obligation to generate an uninterrupted supply of spectacular live sport content. The pandemic closed down most sports events and those that did take place lacked the crucial participation of the co-present crowd to provide the requisite event atmosphere demanded by those viewers accustomed to a sense of occasion. Instead, they received a strange spectacle of sport performers operating in empty “cathedrals”, often with a “faked” crowd presence. The mediated sport spectacle under the pandemic involved cardboard cut-out and sex doll spectators, Zoom images of fans on large screens, and sampled sounds of the crowd recycled from sport video games. Confected co-presence produced simulacra of the “real” as Baudrillardian visions came to life. The sporting bubble had become even more remote. For elite sportspeople routinely isolated from the “common people”, the live sport encounter offered some sensory experience of the social – the sounds, sights and even smells of the crowd. Now the sporting bubble closed in on an already insulated and insular existence. It exposed the irony of the bubble as a sign of both privileged mobility and incarcerated athlete work, both refuge and prison. Its logic of contagion also turned a structure intended to protect those inside from those outside into, as already observed, a mechanism to manage the threat of insiders to outsiders. In Australia, as in many other countries, the populace was enjoined by governments and health authorities to help prevent the spread of Covid-19 through isolation and immobility. There were various exceptions, principally those classified as essential workers, a heterogeneous cohort ranging from supermarket shelf stackers to pharmacists. People in the cultural, leisure and sports industries, including musicians, actors, and athletes, were not counted among this crucial labour force. Indeed, the performing arts (including dance, theatre and music) were put on ice with quite devastating effects on the livelihoods and wellbeing of those involved. So, with all major sports shut down (the exception being horse racing, which received the benefit both of government subsidies and expanding online gambling revenue), sport organisations began to represent themselves as essential services that could help sustain collective mental and even spiritual wellbeing. This case was made most aggressively by Australian Rugby League Commission Chairman, Peter V’landys, in contending that “an Australia without rugby league is not Australia”. In similar vein, prominent sport and media figure Phil Gould insisted, when describing rugby league fans in Western Sydney’s Penrith, “they’re lost, because the football’s not on … . It holds their families together. People don’t understand that … . Their life begins in the second week of March, and it ends in October”. Despite misgivings about public safety and equality before the pandemic regime, sporting bubbles were allowed to form, re-form and circulate. The indefinite shutdown of the National Rugby League (NRL) on 23 March 2020 was followed after negotiation between multiple entities by its reopening on 28 May 2020. The competition included a team from another nation-state (the Warriors from Aotearoa/New Zealand) in creating an international sporting bubble on the Central Coast of New South Wales, separating them from their families and friends across the Tasman Sea. Appeals to the mental health of fans and the importance of the NRL to myths of “Australianness” notwithstanding, the league had not prudently maintained a financial reserve and so could not afford to shut down for long. Significant gambling revenue for leagues like the NRL and Australian Football League (AFL) also influenced the push to return to sport business as usual. Sport contests were needed in order to exploit the gambling opportunities – especially online and mobile – stimulated by home “confinement”. During the coronavirus lockdowns, Australians’ weekly spending on gambling went up by 142 per cent, and the NRL earned significantly more than usual from gambling revenue—potentially $10 million above forecasts for 2020. Despite the clear financial imperative at play, including heavy reliance on gambling, sporting bubble-making involved special licence. The state of Queensland, which had pursued a hard-line approach by closing its borders for most of those wishing to cross them for biographical landmark events like family funerals and even for medical treatment in border communities, became “the nation's sporting hub”. Queensland became the home of most teams of the men’s AFL (notably the women’s AFLW season having been cancelled) following a large Covid-19 second wave in Melbourne. The women’s National Netball League was based exclusively in Queensland. This state, which for the first time hosted the AFL Grand Final, deployed sport as a tool in both national sports tourism marketing and internal pre-election politics, sponsoring a documentary, The Sporting Bubble 2020, via its Tourism and Events arm. While Queensland became the larger bubble incorporating many other sporting bubbles, both the AFL and the NRL had versions of the “fly in, fly out” labour rhythms conventionally associated with the mining industry in remote and regional areas. In this instance, though, the bubble experience did not involve long stays in miners’ camps or even the one-night hotel stopovers familiar to the popular music and sport industries. Here, the bubble moved, usually by plane, to fulfil the requirements of a live sport “gig”, whereupon it was immediately returned to its more solid bubble hub or to domestic self-isolation. In the space created between disciplined expectation and deplored non-compliance, the sporting bubble inevitably became the scrutinised object and subject of scandal. Sporting Bubble Scandals While people with a very low risk of spreading Covid-19 (coming from areas with no active cases) were denied entry to Queensland for even the most serious of reasons (for example, the death of a child), images of AFL players and their families socialising and enjoying swimming at the Royal Pines Resort sporting bubble crossed our screens. Yet, despite their (players’, officials’ and families’) relative privilege and freedom of movement under the AFL Covid-Safe Plan, some players and others inside the bubble were involved in “scandals”. Most notable was the case of a drunken brawl outside a Gold Coast strip club which led to two Richmond players being “banished”, suspended for 10 matches, and the club fined $100,000. But it was not only players who breached Covid-19 bubble protocols: Collingwood coaches Nathan Buckley and Brenton Sanderson paid the $50,000 fine imposed on the club for playing tennis in Perth outside their bubble, while Richmond was fined $45,000 after Brooke Cotchin, wife of team captain Trent, posted an image to Instagram of a Gold Coast day spa that she had visited outside the “hub” (the institutionally preferred term for bubble). She was subsequently distressed after being trolled. Also of concern was the lack of physical distancing, and the range of people allowed into the sporting bubble, including babysitters, grandparents, and swimming coaches (for children). There were other cases of players being caught leaving the bubble to attend parties and sharing videos of their “antics” on social media. Biosecurity breaches of bubbles by players occurred relatively frequently, with stern words from both the AFL and NRL leaders (and their clubs) and fines accumulating in the thousands of dollars. Some people were also caught sneaking into bubbles, with Lekahni Pearce, the girlfriend of Swans player Elijah Taylor, stating that it was easy in Perth, “no security, I didn’t see a security guard” (in Barron, Stevens, and Zaczek) (a month later, outside the bubble, they had broken up and he pled guilty to unlawfully assaulting her; Ramsey). Flouting the rules, despite stern threats from government, did not lead to any bubble being popped. The sport-media machine powering sporting bubbles continued to run, the attendant emotional or health risks accepted in the name of national cultural therapy, while sponsorship, advertising and gambling revenue continued to accumulate mostly for the benefit of men. Gendering Sporting Bubbles Designed as biosecurity structures to maintain the supply of media-sport content, keep players and other vital cogs of the machine running smoothly, and to exclude Covid-19, sporting bubbles were, in their most advanced form, exclusive luxury camps that illuminated the elevated socio-cultural status of sportsmen. The ongoing inequalities between men’s and women’s sport in Australia and around the world were clearly in evidence, as well as the politics of gender whereby women are obliged to “care” and men are enabled to be “careless” – or at least to manage carefully their “duty of care”. In Australia, the only sport for women that continued during the height of the Covid-19 lockdown was netball, which operated in a bubble that was one of sacrifice rather than privilege. With minimum salaries of only $30,000 – significantly less than the lowest-paid “rookies” in the AFL – and some being mothers of small children and/or with professional jobs juggled alongside their netball careers, these elite sportswomen wanted to continue to play despite the personal inconvenience or cost (Pavlidis). Not one breach of the netballers out of the bubble was reported, indicating that they took their responsibilities with appropriate seriousness and, perhaps, were subjected to less scrutiny than the sportsmen accustomed to attracting front-page headlines. National Netball League (also known after its Queensland-based naming rights sponsor as Suncorp Super Netball) players could be regarded as fortunate to have the opportunity to be in a bubble and to participate in their competition. The NRL Women’s (NRLW) Premiership season was also completed, but only involved four teams subject to fly in, fly out and bubble arrangements, and being played in so-called curtain-raiser games for the NRL. As noted earlier, the AFLW season was truncated, despite all the prior training and sacrifice required of its players. Similarly, because of their resource advantages, the UK men’s and boy’s top six tiers of association football were allowed to continue during lockdown, compared to only two for women and girls. In the United States, inequalities between men’s and women’s sports were clearly demonstrated by the conditions afforded to those elite sportswomen inside the Women’s National Basketball Association (WNBA) sport bubble in the IMG Academy in Florida. Players shared photos of rodent traps in their rooms, insect traps under their mattresses, inedible food and blocked plumbing in their bubble accommodation. These conditions were a far cry from the luxury usually afforded elite sportsmen, including in Florida’s Walt Disney World for the men’s NBA, and is just one of the many instances of how gendered inequality was both reproduced and exacerbated by Covid-19. Bursting the Bubble As we have seen, governments and corporate leaders in sport were able to create material and metaphorical bubbles during the Covid-19 lockdown in order to transmit stadium sport contests into home spaces. The rationale was the importance of sport to national identity, belonging and the routines and rhythms of life. But for whom? Many women, who still carry the major responsibilities of “care”, found that Covid-19 intensified the affective relations and gendered inequities of “home” as a leisure site (Fullagar and Pavlidis). Rates of domestic violence surged, and many women experienced significant anxiety and depression related to the stress of home confinement and home schooling. During the pandemic, women were also more likely to experience the stress and trauma of being first responders, witnessing virus-related sickness and death as the majority of nurses and care workers. They also bore the brunt of much of the economic and employment loss during this time. Also, as noted above, livelihoods in the arts and cultural sector did not receive the benefits of the “bubble”, despite having a comparable claim to sport in contributing significantly to societal wellbeing. This sector’s workforce is substantially female, although men dominate its senior roles. Despite these inequalities, after the late March to May hiatus, many elite male sportsmen – and some sportswomen - operated in a bubble. Moving in and out of them was not easy. Life inside could be mentally stressful (especially in long stays of up to 150 days in sports like cricket), and tabloid and social media troll punishment awaited those who were caught going “over the fence”. But, life in the sporting bubble was generally preferable to the daily realities of those afflicted by the trauma arising from forced home confinement, and for whom watching moving sports images was scant compensation for compulsory immobility. The ethical foundation of the sparkly, ephemeral fantasy of the sporting bubble is questionable when it is placed in the service of a voracious “media sports cultural complex” (Rowe, Global Media Sport) that consumes sport labour power and rolls back progress in gender relations as a default response to a global pandemic. Covid-19 dramatically highlighted social inequalities in many areas of life, including medical care, work, and sport. For the small minority of people involved in sport who are elite professionals, the only thing worse than being in a sporting bubble during the pandemic was not being in one, as being outside precluded their participation. Being inside the bubble was a privilege, albeit a dubious one. But, as in wider society, not all sporting bubbles are created equal. Some are more opulent than others, and the experiences of the supporting and the supported can be very different. The surface of the sporting bubble may be impermanent, but when its interior is opened up to scrutiny, it reveals some very durable structures of inequality. Bubbles are made to burst. They are, by nature, temporary, translucent structures created as spectacles. As a form of luminosity, bubbles “allow a thing or object to exist only as a flash, sparkle or shimmer” (Deleuze, 52). In echoing Deleuze, Angela McRobbie (54) argues that luminosity “softens and disguises the regulative dynamics of neoliberal society”. The sporting bubble was designed to discharge that function for those millions rendered immobile by home confinement legislation in Australia and around the world, who were having to deal with the associated trauma, risk and disadvantage. Hence, the gender and class inequalities exacerbated by Covid-19, and the precarious and pressured lives of elite athletes, were obscured. We contend that, in the final analysis, the sporting bubble mainly serves those inside, floating tantalisingly out of reach of most of those outside who try to grasp its elusive power. Yet, it is a small group beyond who wield that power, having created bubbles as armoured vehicles to salvage any available profit in the midst of a global pandemic. References AAP. “NRL Makes Desperate Plea to Government as It Announces Season Will Go Ahead.” 7News.com.au 15 Mar. 2020. 8 Mar. 2021 <https://7news.com.au/sport/rugby-league/nrl-makes-desperate-plea-to-government-as-it-announces-season-will-go-ahead-c-745711>. Al Jazeera English. “Sports TV: Faking Spectators and Spectacles.” The Listening Post 26 Sep. 2020 <https://www.youtube.com/watch?v=0AlD63s26sQ&feature=youtu.be&t=827>. Barron, Jackson, Kylie Stevens, and Zoe Zaczek. “WAG Who Broke into COVID-19 Bubble for an Eight-Hour Rendezvous with Her AFL Star Boyfriend Opens Up on ‘How Easy It Was’—and Apologises for ‘Really Big Mistake’ That Cost Club $50,000.” The Daily Mail 19 Aug. 2020. 8 Mar. 2021 <https://www.dailymail.co.uk/news/article-8638959/WAG-AFL-star-sacked-season-coronavirus-breach-reveals-easy-sneak-in.html>. Bauman, Zygmunt. Liquid Modernity. Cambridge: Polity Press, 2000. Beck, Ulrich. Risk Society: Towards a New Modernity. London: Sage, 1992. Benedict, Jeff. Public Heroes, Private Felons: Athletes and Crimes against Women. Boston: Northeastern Uni. Press, 1999. Benfante, Agata, Marialaura di Tella, Annunziata Romeo, and Lorys Castelli. “Traumatic Stress in Healthcare Workers during COVID-19 Pandemic: A Review of the Immediate Impact.” Frontiers in Psychology 11 (23 Oct. 2020). Blaine, Lech. “The Art of Class War.” The Monthly. 17 Aug. 2020. 8 Mar. 2021 <https://www.themonthly.com.au/issue/2020/august/1596204000/lech-blaine/art-class-war#mtr>. Brooks, Samantha K., Rebecca K. Webster, Louise E. Smith, Lisa Woodland, Simon Wessely, Neil Greenberg, and Gideon J. Rubin. “The Psychological Impact of Quarantine and How to Reduce It: Rapid Review of the Evidence.” The Lancet 26 Feb. 2020. 8 Mar. 2021 <https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)30460-8/fulltext>. Caust, Jo. “Coronavirus: 3 in 4 Australians Employed in the Creative and Performing Arts Could Lose Their Jobs.” The Conversation 20 Apr. 2020. 8 Mar. 2021 <https://theconversation.com/coronavirus-3-in-4-australians-employed-in-the-creative-and-performing-arts-could-lose-their-jobs-136505>. Connor, James. “The Athlete as Widget: How Exploitation Explains Elite Sport.” Sport in Society 12.10 (2009): 1369–77. Courage, Cara. “Women in the Arts: Some Questions.” The Guardian 5 Mar. 2012. 8 Mar. 2021 <https://www.theguardian.com/culture-professionals-network/culture-professionals-blog/2012/mar/05/women-in-the-arts-introduction>. Davenport, Thomas H., and John C. Beck. The Attention Economy: Understanding the New Currency of Business. Cambridge, MA: Harvard Business Review Press, 2001. Deleuze, Gilles. Foucault. Trans. and ed. S. Hand. Minneapolis: University of Minnesota Press, 1986. Dennien, Matt, and Lydia Lynch. “Footage Shows Relaxed Scenes from AFL Hub amid Calls for Exception Overhaul.” Brisbane Times 3 Sep. 2020. 8 Mar. 2021 <https://www.brisbanetimes.com.au/national/queensland/footage-shows-relaxed-scenes-from-afl-hub-amid-calls-for-exemption-overhaul-20200903-p55s74.html>. Dobeson, Shanee. “Bailey Defends Qld Border Rules after Grieving Mother Denied Entry to Bury Son.” MyGC.com.au 12 Sep. 2020. 8 Mar. 2021 <https://www.mygc.com.au/bailey-defends-qld-border-rules-after-grieving-mother-denied-exemption-to-bury-son>. Dunn, Amelia. “Who Is Deemed an ‘Essential’ Worker under Australia’s COVID-19 Rules?” SBS News 26 Mar. 2020. 8 Mar. 2021 <https://www.youtube.com/watch?v=0AlD63s26sQ&feature=youtu.be&t=827>. Emiko. “Women’s Unpaid Care Work in Australia.” YWCA n.d. 8 Mar. 2021 <https://www.ywca.org.au/opinion/womens-unpaid-care-work-in-australia>. Fullagar, Simone, and Adele Pavlidis. “Thinking through the Disruptive Effects and Affects of the Coronavirus with Feminist New Materialism.” Leisure Sciences (2020). 8 Mar. 2021 <https://www.tandfonline.com/doi/abs/10.1080/01490400.2020.1773996?journalCode=ulsc20>. Flood, Michael, and Sue Dyson. “Sport, Athletes, and Violence against Women.” NTV Journal 4.3 (2007): 37–46. Goodwin, Sam. “AFL Boss Left Fuming over ‘Out of Control’ Quarantine Party.” Yahoo! Sport 8 Sep. 2020. 8 Mar. 2021 <https://au.sports.yahoo.com/afl-2020-uproar-out-of-control-quarantine-party-224251554.html>. Griffith News. “New Research Shows Why Musicians among the Hardest Hit by COVID-19.” 18 June 2020. 8 Mar. 2021 <https://news.griffith.edu.au/2020/06/18/new-research-shows-why-musicians-among-the-hardest-hit-by-COVID-19>. Hart, Chloe. “‘This Is the Hardest It’s Going to Get’: NZ Warriors Open Up about Relocating to Australia for NRL.” ABC News 8 Aug. 2020. 8 Mar. 2021 <https://www.abc.net.au/news/2020-08-08/nz-warriors-open-up-about-relocation-to-australia-for-nrl/12531074>. Hooper, James. “10 Broncos Hit with Fines as Club Cops Huge Sanction over Pub Bubble Breach.” Fox Sports 18 Aug. 2020. 8 Mar. 2021 <https://www.foxsports.com.au/nrl/nrl-premiership/teams/broncos/nrl-2020-brisbane-broncos-pub-covid19-bubble-breach-fine-sanctions-who-was-at-the-pub/news-story/d3bd3c559289a8b83bc3fccbceaffe78>. Hytner, Mike. “AFL Suspends Season and Cancels AFLW amid Coronavirus Crisis.” The Guardian 22 Mar. 2020. 8 Mar. 2021 <https://www.theguardian.com/sport/2020/mar/22/afl-nrl-and-a-league-press-on-despite-restrictions>. Jones, Wayne. “Ray of Hope for Medical Care across Border.” Echo Netdaily 14 Aug. 2020. 8 Mar. 2021 <https://www.echo.net.au/2020/08/ray-of-hope-for-medical-care-across-border>. Jouavel, Levi. “Women’s Football Shutdowns: ‘It’s Unfair Boys’ Academies Can Still Play’.” BBC News 10 Nov. 2020. 8 Mar. 2021 <https://www.bbc.com/news/newsbeat-54876198>. Keh, Andrew. “We Hope Your Cheers for This Article Are for Real.” The New York Times 16 June 2020. 8 Mar. 2021 <https://www.nytimes.com/2020/06/16/sports/coronavirus-stadium-fans-crowd-noise.html>. Kennedy, Else. “‘The Worst Year’: Domestic Violence Soars in Australia during COVID-19.” The Guardian 1 Dec. 2020. 8 Mar. 2021 <https://www.theguardian.com/society/2020/dec/01/the-worst-year-domestic-violence-soars-in-australia-during-COVID-19>. Keoghan, Sarah. “‘Everyone’s Concerned’: Players Cop 70% Pay Cut.” Sydney Morning Herald 28 Mar. 2020. 8 Mar. 2021 <https://www.smh.com.au/sport/netball/everyone-s-concerned-players-cop-70-per-cent-pay-cut-20200328-p54esz.html>. Knox, Malcolm. “Gambling’s Share of NRL Revenue Could Well Double: That Brings Power.” Sydney Morning Herald. 15 May 2020. 8 Mar. 2021 <https://www.smh.com.au/sport/gambling-s-share-of-nrl-revenue-could-well-double-that-brings-power-20200515-p54tbg.html>. McGrath, Pat. “Racing Victoria Got $16.6 Million in Emergency COVID Funding: Then Online Horse Racing Gambling Revenue Skyrocketed.” ABC News 3 Nov. 2020. 8 Mar. 2021 <https://www.abc.net.au/news/2020-11-03/racing-victoria-emergency-coronavirus-COVID-funding/12838012>. McRobbie, Angela. The Aftermath of Feminism: Gender, Culture and Social Change. Thousand Oaks, CA: Sage, 2009. Madden, Helena. “Lebron James’s Suite in the NBA Bubble Is Fit for a King.” Robb Report 16 Sep. 2020. 8 Mar. 2021 <https://robbreport.com/travel/hotels/lebron-james-nba-bubble-suite-1234569303>. Maguire, Joseph. “Sportization.” The Blackwell Encyclopedia of Sociology. Ed. George Ritzer. Oxford: Blackwell, 2007. 4710–11. Mathieson, Craig. “Michael Jordan Pierces the Bubble of Elite Sport in Juicy ESPN Doco.” Sydney Morning Herald. 13 May 2020. 8 Mar. 2021 <https://www.smh.com.au/culture/tv-and-radio/michael-jordan-pierces-the-bubble-of-elite-sport-in-juicy-espn-doco-20200511-p54rwc.html>. Maurice, Megan. “Australia’s Summer of Cricket during COVID Is about Money and Power—and Men”. 6 Jan. 2021. 8 Mar. 2021 <https://www.theguardian.com/sport/2021/jan/06/australias-summer-of-cricket-during-COVID-is-about-money-and-power-and-men>. Murphy, Catherine. “Cricket Australia Contributed to Circumstances Surrounding Ball-Tampering Scandal, Review Finds”. ABC News 20 Oct. 2018. 8 Mar. 2021 <https://www.abc.net.au/news/2018-10-29/scathing-report-released-into-cricket-australia-culture/10440972>. News.com.au. “How an AFL Star Wide’s Instagram Post Led to a Hefty Fine and a Journalist Being Stood Down.” NZ Herald 3 Aug. 2020. 8 Mar. 2021 <https://www.nzherald.co.nz/sport/how-an-afl-star-wifes-instagram-post-led-to-a-hefty-fine-and-a-journalist-being-stood-down/7IDR4SXQ6QW5WDFBV42BK3M7YQ>. Nicholson, Matthew, Anthony Kerr, and Merryn Sherwood. Sport and the Media: Managing the Nexus. 2nd ed. London: Routledge, 2015. Pavlidis, Adele. “Being Grateful: Materialising ‘Success’ in Women’s Contact Sport.” Emotion, Space and Society 35 (2020). 8 Mar. 2021 <https://www.sciencedirect.com/science/article/abs/pii/S1755458620300207>. Phillips, Sam. “‘The Future of the Season Is in Their Hands’: Palaszczuk’s NRL Warning.” Sydney Morning Herald 10 Aug. 2020. 8 Mar. 2021 <https://www.smh.com.au/sport/nrl/the-future-of-the-season-is-in-their-hands-palaszczuk-s-nrl-warning-20200810-p55k7j.html>. Pierik, Jon, and Ryan, Peter. “‘I Own the Consequences’: Stack, Coleman-Jones Apologise for Gold Coast Incident.” The Age 5 Sep. 2020. 8 Mar. 2021 <https://www.theage.com.au/sport/afl/i-own-the-consequences-stack-apologises-for-gold-coast-incident-20200905-p55spq.html>. Poposki, Claudia, and Louise Ayling. “AFL Star’s Wife Who Caused Uproar by Breaching Quarantine to Go to a Spa Reveals She’s Been Smashed by Vile Trolls.” Daily Mail Australia 29 Aug. 2020. 8 Mar. 2021 <https://www.dailymail.co.uk/news/article-8674083/AFL-WAG-Brooke-Cotchin-breached-COVID-19-quarantine-spa-cops-abuse-trolls.html>. Ramsey, Michael. “Axed Swan Spared Jail over Ex-Girlfriend Assault.” AFL.com.au 2 Dec. 2020. 8 Mar. 2021 <https://www.afl.com.au/news/526677/axed-swan-spared-jail-over-ex-girlfriend-assault>. Read, Brent. “The NRL Is Set to Finish the Season on a High after Stunning Financial Results.” The Australian 1 Dec. 2020. 8 Mar. 2021 <https://www.theaustralian.com.au/sport/nrl/the-nrl-is-set-to-finish-the-season-on-a-high-after-stunning-financial-results/news-story/1ce9c2f9b598441d88daaa8cc2b44dc1>. Reel, Justine, J., and Emily Crouch. “#MeToo: Uncovering Sexual Harassment and Assault in Sport.” Journal of Clinical Sport Psychology 13.2 (2018): 177–79. Rogers, Michael. “Buckley, Sanderson to Pay Pies’ Huge Fine for COVID Breach.” AFL.com.au 1 Aug. 2020. 8 Mar. 2021 <https://www.afl.com.au/news/479118/buckley-sanderson-to-pay-pies-huge-fine-for-COVID-breach>. Richardson, David, and Richard Denniss. “Gender Experiences during the COVID-19 Lockdown: Women Lose from COVID-19, Men to Gain from Stimulus.” The Australia Institute June 2020. 8 Mar. 2021 <https://australiainstitute.org.au/report/gender-experiences-during-the-COVID-19-lockdown>. Rowe, David. “All Sport Is Global: A Hard Lesson from the Pandemic.” Open Forum 28 Mar. 2020. 8 Mar. 2021 <https://www.openforum.com.au/all-sport-is-global-a-hard-lesson-from-the-pandemic>. ———. “And the Winner Is … Television: Spectacle and Sport in a Pandemic.” Open Forum 19 Sep. 2020. 8 Mar. 2021 <https://www.openforum.com.au/and-the-winner-istelevision-spectacle-and-sport-in-a-pandemic>. ———. Global Media Sport: Flows, Forms and Futures. London: Bloomsbury, 2011. ———. “Scandals and Sport.” Routledge Companion to Media and Scandal. Eds. Howard Tumber and Silvio Waisbord. London: Routledge, 2019. 324–32. ———. “Subjecting Pandemic Sport to a Sociological Procedure.” Journal of Sociology 56.4 (2020): 704–13. Schout, David. “Cricket Prepares for Mental Health Challenges Thrown Up by Bubble Life.” The Guardian 8 Nov. 2020. 8 Mar. 2021 <https://www.theguardian.com/sport/2020/nov/08/cricket-prepares-for-mental-health-challenges-thrown-up-by-bubble-life>. Spaaij, Ramón. Sport and Social Mobility: Crossing Boundaries. London: Routledge, 2011. The Sporting Bubble. Dir. Peter Dickson. Nine Network Australia, 2020. Swanston, Tim. “With Coronavirus Limiting Interstate Movement, Queensland Is the Nation’s Sporting Hub—Is That Really Safe?” ABC News 29 Aug. 2020. 8 Mar. 2021 <https://www.abc.net.au/news/2020-08-29/coronavirus-queensland-rules-for-sports-teams-explainer/12542634>. Toffoletti, Kim. “How Is Gender-Based Violence Covered in the Sporting News? An Account of the Australian Football League Sex Scandal.” Women's Studies International Forum 30.5 (2007): 427–38. Urry, John. Mobilities. Cambridge: Polity Press, 2007. Walter, Brad. “From Shutdown to Restart: How NRL Walked Tightrope to Get Season Going Again.” NRL.com 25 May 2020. 8 Mar. 2021 <https://www.nrl.com/news/2020/05/25/from-shutdown-to-restart-how-nrl-walked-tightrope-to-get-season-going-again>. Wade, Lisa. “Rape on Campus: Athletes, Status, and the Sexual Assault Crisis.” The Conversation 7 Mar. 2017. 8 Mar. 2021 <https://theconversation.com/rape-on-campus-athletes-status-and-the-sexual-assault-crisis-72255>. Webster, Andrew. “Sydney Roosters’ Mitchell Pearce Involved in a Drunken Incident with a Dog? And Your Point Is ...?” Sydney Morning Herald 28 Jan. 2016. 8 Mar. 2021 <https://www.smh.com.au/sport/nrl/sydney-roosters-mitchell-pearce-involved-in-a-drunken-incident-with-a-dog-and-your-point-is--20160127-gmfemh.html>. Whittaker, Troy. “Three-Peat Not Driving Broncos in NRLW Grand Final.” NRL.com 24 Oct. 2020. 8 Mar. 2021 <https://www.nrl.com/news/2020/10/24/three-peat-not-driving-broncos-in-nrlw-grand-final>. Yahoo! Sport Staff. “‘Not Okay’: Uproar over ‘Disgusting’ Find inside Quarantine.” Yahoo! Sport 9 July 2020. 8 Mar. 2021 <https://au.sports.yahoo.com/wnba-disturbing-conditions-coronavirus-bubble-slammed-003557243.html>.

This thesis examined the benefits of physiological and performance testing of elite swimmers. The study considered the following research questions: the degree to which physiological and performance measures in training contribute to swimming performance; sources and magnitude of variability in testing, training and competition performance; the magnitudes of changes in test measures during routine training; and the reliability, validity and utility of miniaturised and automated smart sensor technology to monitor the stroke and performance times of swimmers in training. The experimental approach involved the retrospective analysis of five years of physiological and performance testing of elite level swimmers, the development of a new accelerometry-based smart sensor device to monitor swimmers in the pool, a cross-sectional study comparing the physiological and performance responses of swimmers of different levels, and the effects of an intensive 14-day training program on submaximal physiological and performance measures. Collectively, the outcomes of these studies provide a strong justification for the physiological and performance testing of elite swimmers, a quantitative framework for interpreting the magnitude of changes and differences in test scores and sources of variation, and highlight the potential utility of new smart sensor technology to automate the monitoring of a swimmer�s training performance. The first study (Chapter 2) characterises the changes and variability in test performance, physiological and anthropometric measures, and stroke mechanics of swimmers within and between seasons over their elite competitive career. Forty elite swimmers (24 male, 16 female) performed a 7 x 200-m incremental swimming step test several times each 6-month season (10 � 5 tests, spanning 0.5 to 6.0 y). Mixed linear modeling provided estimates of change in the mean and individual responses for measures based on submaximal performance (fixed 4-mM lactate), maximal performance (the seventh step), and lean mass (from skinfolds and body mass). Submaximal and maximal swim speed increased within each season from the pre to taper phase by ~2.2% for females and ~1.5% for males (95% confidence limits �1.0%), with variable contributions from stroke rate and stroke length. Most of the gains in speed were lost in the off-season, leaving a net average annual improvement of ~1.0% for females and ~0.6% for males (�1.0%). For submaximal and maximal speed, individual variation between phases was �2.2% and the typical measurement error was �0.8%. In conclusion, step test and anthropometric measures can be used to confidently monitor progressions in swimmers in an elite training program within and between seasons. The second study (Chapter 3) quantified the relationship between changes in test measures and changes in competition performance for individual elite swimmers. The primary question addressed was whether test measures could predict a swimmers performance at the major end-of-season competition. The same sample group as in Study 1 was examined. A 7 x 200-m incremental swimming step-test and anthropometry were conducted in up to four training phases each season. Correlations of changes in step-test and anthropometric measures between training phases between and within seasons, with changes in competition performance between seasons, were derived by repeated-measures mixed modeling and linear regression. Changes in competition performance were best tracked by changes in test measures between taper phases. The best single predictor of competition performance was skinfolds for females (r = -0.53). The best predictor from the step-test was stroke rate at 4-mM lactate (females, r = 0.46; males, r = 0.41); inclusion of the second-best step-test predictor in a multiple linear regression improved the correlations marginally (females, r =0.52 with speed in the seventh step included; males, r = 0.58 with peak lactate concentration included). Changes in test measures involving phases other than the taper provided weak and inconclusive correlations with changes in performance, possibly because the coaches and swimmers took corrective action when tests produced poor results. In conclusion, a combination of fitness and techniques factors are important for competitive performance. The step test is apparently a useful adjunct in a swimmer�s training preparation for tracking large changes in performance. These initial studies identified stroke mechanics as a major determinant of a swimmer�s performance. Chapter 4 details the development of a small tri-axial accelerometry-based smart sensor device (the Traqua) that enables continual monitoring of various performance/stroke characteristics in swimming. The initial focus was to develop a device that automated the detection of a swimmer�s movements, specifically lap times, stroke rate and stroke count. The Traqua consists of a tri-axial accelerometer packaged with a microprocessor, which attaches to the swimmer at the pelvis to monitor their whole body movements while swimming. This study established the failure/error rate in the first generation algorithms developed to detect the swimming-specific movements of stroke identification, laps (start, turn and finish), and strokes (stroke count and stroke rate) in a cohort of 21 elite and sub-elite swimmers. Movements were analysed across a range of swimming speeds for both freestyle and breaststroke. These initial algorithms were reasonably successful in correctly identifying the markers representing specific segments of a swimming lap in a range of swimmers across a spectrum of swimming speeds. The first iteration of the freestyle algorithm produced error-rates of 13% in detection of lap times, 5% for stroke rate, and 11% for stroke count. Subsequent improvements of the software reduced the error rate in lap and stroke detection. This improved software was used in the following two studies. The next study (Chapter 5) evaluated the reliability and validity of the Traqua against contemporary methods used for timing, stroke rate and stroke count determination. The subjects were 14 elite and 10 sub-elite club-level swimmers. Each swimmer was required to swim seven evenly paced 200-m efforts on a 5-min cycle, graded from easy to maximal. Swimmers completed the test using their main competitive stroke (21 freestyle, 3 breaststroke). Timing was compared for each 50-m lap and total 200-m time by electronic touch pads, video coding, a hand-held manual stopwatch, and the Traqua. Stroke count was compared for video coding, self-reported counting, and the Traqua, while the stroke rate was compared via video coding, hand-held stopwatch, and the Traqua. Retest trials were conducted under the same conditions 7 d following the first test. All data from the Traqua presented in this and the subsequent studies were visually inspected for errors in the automated algorithms, where the algorithms had either failed to correctly identify the start, turn, finish or individual strokes and corrected prior to analysis. The standard error of the estimate for each of the timing methods for total 200 m was compared with the criterion electronic timing. These standard errors were as follows: Traqua (0.64 s; 90% confidence limits 0.60 � 0.69 s), Video (0.52 s; 0.49 � 0.55 s); Manual (0.63 s; 0.59 � 0.67 s). Broken down by 50-m laps, the standard error of the estimate for the Traqua compared with the electronic timing for freestyle only was: 1st 50-m 0.35 s; 2nd and 3rd 50-m 0.13 s; 4th 50-m 0.65 s. When compared with the criterion video-coding determination, the error for the stroke count was substantially lower for the Traqua (0.6 strokes.50 m-1; 0.5 � 0.6 strokes.50 m-1) compared to the self-reported measure (2.3 strokes.50 m-1; 2.5 � 2.9 strokes.50 m-1). However, the error for stroke rate was similar between the Traqua (1.5 strokes.min-1; 1.4 � 1.6 strokes.min-1) and the manual stopwatch (1.8 strokes.min-1; 1.7 � 1.9 strokes.min-1). The typical error of measurement of the Traqua was 1.99 s for 200-m time, 1.1 strokes.min-1 for stroke rate, and 1.1 strokes.50 m-1 for stroke count. In conclusion, the Traqua is comparable in accuracy to current methods for determining time and stroke rate, and better than current methods for stroke count. A substantial source of error in the Traqua timing was additional noise in the detection of the start and finish. The Traqua is probably useful for monitoring of routine training but electronic timing and video are preferred for racing and time trials. Having established the reliability and validity of the Traqua, Chapter 6 addressed the ability to discriminate the pattern of pacing between different levels of swimmers in the 7 x 200-m incremental step test. This study also sought to quantify the differences in pacing between senior and junior swimmers. Eleven senior elite swimmers (5 female, 6 male) and 10 competitive junior swimmers (3 female, 7 male) participated in this study. Each swimmer was required to swim seven evenly paced 200-m freestyle efforts on a 5-min cycle, graded from easy to maximal. The Traqua was used to measure time, stroke rate and stroke count. The senior swimmers were better able to descend in each of the 200-m efforts. Overall the senior swimmers were ~2-3 s per 50 m faster than the junior swimmers. Both groups were fastest in the first 50-m lap with the push start. The senior swimmers then descended the 50- m time for each of the subsequent laps, getting ~0.5 s faster per lap, with the final lap the fastest. In contrast, the junior swimmers swam a similar time for each of the subsequent laps. The junior swimmers were marginally more variable in their times (coefficient of variation: ~2%) compared with the senior swimmers (~1.8%). In comparison to junior swimmers, the senior swimmers in this study were faster, adopted a more uniform negative split strategy to pacing within a 200-m effort, and were more consistent in reproducing submaximal and maximal swimming speeds. The final study (Chapter 7) analysed the effect of 14-d of intensive training on the reproducibility of submaximal swimming performance in elite swimmers. Submaximal physiological and performance testing is widely used in swimming and other individual sports but the variability in test measures, and the effects of fatigue, during intensive training have surprisingly not been quantified systematically. Seven elite swimmers (3 male and 4 female) participated in an intensive 14-d training camp one month prior to the National championships. The aim of the study was to characterise the intra-session, daily and training block variability of submaximal swimming time, physiological and stroke characteristics in elite swimmers. The swimmers performed a specified submaximal 200-m effort in most sessions, after the warm-up and at the end of the session for both morning and afternoon sessions. During the efforts, swimming time and stroke mechanics were measured and physiological measures were recorded immediately on completion. The Traqua was worn by all swimmers in every training session. Mixed linear modeling was used to provide estimates of changes in the mean and individual responses (within-athlete variation as a coefficient of variation) for all measures. The swimmers were moderately slower (1.4%; �1.4%) over the 14-d training camp. The mean submaximal 200-m effort was very likely to be faster (0.7%; confidence limits �0.7%) in the afternoon compared with the morning session. The females were more variable in their submaximal performance times (CV=2.6%) than the male swimmers (1.7%). Blood lactate concentration was almost certainly lower (-23%; �10%) following higher volume in the previous session; however a higher intensity workout the previous session almost certainly leads to higher lactate (21%; �15%) in the current session. Considered together, these results indicate that the 200-m submaximal test is useful in monitoring submaximal physiological and performance measures and the negative effects of cumulative fatigue. In conclusion, changes in the physiological and performance measures derived from the poolbased progressive incremental step test are moderately correlated with changes in end-ofviii. season competition performance. The magnitudes of changes and differences in test measures between phases within a season, from season to season, and between males and females, established in this study can be applied to similar elite level swimmers preparing for major competition. The quantification of typical error of the same measures demonstrates that coaches and scientists can distinguish real and worthwhile improvements using the 7 x 200-m step test. Continual pool-based monitoring with the automated smart sensor Traqua device may provide more accurate and detailed information about a swimmer�s training adaptation than current fitness tests and monitoring methods. Finally, submaximal testing in trained swimmers is useful in monitoring progress in physiological and performance measures, and the impact of cumulative fatigue during an intensive period of training. Collectively, the outcomes of these studies indicate that routine physiological and performance testing can provide measurable benefits for elite swimmers and their coaches.