Carlsen Camilla H, Severin Cecilia, Sandbakk Øyvind, Baumgart Julia K
Department of Neuromedicine and Movement Science, Centre for Elite Sports Research, Norwegian University of Science and Technology, Trondheim, Norway.
Front Sports Act Living. 2022 Feb 8;3:823014. doi: 10.3389/fspor.2021.823014. eCollection 2021.
To compare differences in race time (i.e., the average percent difference in race time for each skier compared to the winner, RT) between female and male Para and able-bodied (AB) skiers, and to examine whether RT change across seasons.
Race data from World Cups (WCs), World Championships (WCHs), and Paralympic/Olympic Winter Games (PWG/OWGs) of the 2011-2020 seasons was extracted from the website of the International Paralympic Committee and the International Ski Federation. All individual distance races for female and male visually impaired standing (VI), physically impaired sitting (SIT) and standing (STAND), and AB skiers with ≥10 competitors were included in the analyses. We investigated the main effect of skiing groups (i.e., VI, STAND, SIT, and AB skiers) and sex on RT for top-3 and top-8 skiers. Furthermore, the main effect of season and skiing group on RT for top-3 and top-8 skiers were investigated. All models were adjusted for distance, skiing style (classical- and freestyle), and event type (WC, WCH, and PWG/OWG).
RT were significantly larger in Para compared to AB skiers (top-3: 2.1 vs. 0.9%; top-8: 6.2 vs. 2.1%, all < 0.01), and in female compared to male skiers (top-3: 1.8 vs. 1.3%; top-8: 4.9 vs. 3.5%, all < 0.05). For top-3 skiers, RT did not significantly differ between the Para categories (all > 0.2), while for top-8 skiers RT were significantly larger for VI compared to SIT and STAND (7.0 vs. 5.5 and 5.6%, respectively, all < 0.05). RT were stable across the 2011-2020 seasons for top-3 skiers (VI: 1.7-3.6%, STAND: 1.1-2.2%, SIT: 1.0-3.9%, AB: 0.4-1.1%; all > 0.1) and top-8 skiers (VI: 3.4-12.0%, STAND: 2.6-5.7%, SIT: 1.9-5.9%, AB: 0.1-1.7%; all > 0.1).
The larger RT in Para compared to AB skiers indicate larger variability in performance, which are in part disability related. Female skiers displayed larger RT than their male counterparts, indicating larger variability in performance among the female skiers. Our results provide insights about performance demands in Para cross-country skiing, which is of relevance for coaches and skiers.
比较女子和男子残奥及健全滑雪运动员之间的比赛时间差异(即每位滑雪运动员与冠军相比的比赛时间平均百分比差异,RT),并研究RT是否随季节变化。
从国际残奥委会和国际滑雪联合会网站提取2011 - 2020赛季世界杯(WC)、世界锦标赛(WCH)以及残奥/奥运会冬季运动会(PWG/OWG)的比赛数据。分析纳入了所有女子和男子视障站立(VI)、肢体残疾坐姿(SIT)和站姿(STAND)以及健全滑雪运动员(AB)且参赛者≥10人的个人距离赛。我们研究了滑雪组别(即VI、STAND、SIT和AB滑雪运动员)和性别对前3名和前8名滑雪运动员RT的主要影响。此外,还研究了季节和滑雪组别对前3名和前8名滑雪运动员RT的主要影响。所有模型均针对距离、滑雪风格(传统式和自由式)以及赛事类型(WC、WCH和PWG/OWG)进行了调整。
与健全滑雪运动员相比,残奥滑雪运动员的RT显著更大(前3名:2.1%对0.9%;前8名:6.2%对2.1%,均P<0.01),且女子滑雪运动员的RT比男子更大(前3名:1.8%对1.3%;前8名:4.9%对3.5%,均P<0.05)。对于前3名滑雪运动员,不同残奥类别之间的RT无显著差异(均P>0.2),而对于前8名滑雪运动员,VI组的RT显著大于SIT组和STAND组(分别为7.0%对5.5%和5.6%,均P<0.05)。2011 - 2020赛季,前3名滑雪运动员(VI组:1.7 - 3.6%,STAND组:1.1 - 2.2%,SIT组:1.0 - 3.9%,AB组:0.4 - 1.1%;均P>0.1)和前8名滑雪运动员(VI组:3.4 - 12.0%,STAND组:2.6 - 5.7%,SIT组:1.9 - 5.9%,AB组:0.1 - 1.7%;均P>0.1)的RT保持稳定。
与健全滑雪运动员相比,残奥滑雪运动员较大的RT表明其表现的变异性更大,这部分与残疾相关。女子滑雪运动员的RT比男子更大表明女子滑雪运动员表现的变异性更大。我们的结果为残奥越野滑雪的表现要求提供了见解,这对教练和滑雪运动员具有重要意义。