Journal · 2021
Successful Reboot of High-Performance Sporting Activities by Japanese National Women’s Handball Team in Tokyo, 2020 during the COVID-19 Pandemic: An Initiative Using the Japan Sports–Cyber Physical System (JS–CPS) of the Sports Research Innovation Project (SRIP)
Abstract
The COVID-19 pandemic has negatively impacted sporting activities across the world. However, practical training strategies for athletes to reduce the risk of infection during the pandemic have not been definitively studied. The purpose of this report was to provide an overview of the challenges we encountered during the reboot of high-performance sporting activities of the Japanese national handball team during the 3rd wave of the COVID-19 pandemic in Tokyo, Japan. Twenty-nine Japanese national women's handball players and 24 staff participated in the study. To initiate the reboot of their first training camp after COVID-19 stay-home social policy, we conducted: web-based health-monitoring, SARS-CoV-2 screening with polymerase chain reaction (PCR) tests, real-time automated quantitative monitoring of social distancing on court using a moving image-based artificial intelligence (AI) algorithm, physical intensity evaluation with wearable heart rate (HR) and acceleration sensors, and a self-reported online questionnaire. The training camp was conducted successfully with no COVID-19 infections. The web-based health monitoring and the frequent PCR testing with short turnaround times contributed remarkably to early detection of athletes' health problems and to risk screening. During handball, AI-based on-court social-distance monitoring revealed key time-dependent spatial metrics to define player-to-player proximity. This information facilitated appropriate on- and off-game distancing behavior for teammates. Athletes regularly achieved around 80% of maximum HR during training, indicating anticipated improvements in achieving their physical intensities. Self-reported questionnaires related to the COVID management in the training camp revealed a sense of security among the athletes that allowed them to focus singularly on their training. The challenges discussed herein provided us considerable knowledge about creating and managing a safe environment for high-performing athletes in the COVID-19 pandemic via the Japan Sports-Cyber Physical System (JS-CPS) of the Sports Research Innovation Project (SRIP, Japan Sports Agency, Tokyo, Japan). This report is envisioned to provide informed decisions to coaches, trainers, policymakers from the sports federations in creating targeted, infection-free, sporting and training environments.
Research Note
COVID-19 の流行はスポーツ活動を世界的に止めましたが、感染リスクを下げながらトップ選手の練習をどう再開するかについて、実際の手順を検証した報告はほとんどありませんでした。本稿は、東京での流行第3波のさなかにハンドボール女子日本代表の合宿を再開したときに直面した課題と、その対処をまとめたものです。対象は選手29名とスタッフ24名です。
用いた手立ては複数あります。Web を使った日々の健康モニタリング、SARS-CoV-2 の PCR 検査によるスクリーニング、映像から人の位置を追う AI によるコート上の対人距離のリアルタイム自動計測、心拍と加速度を測るウェアラブルセンサによる運動強度の評価、そして自記式のオンライン質問紙です。
結果として、合宿中に感染者は出ませんでした。健康モニタリングと結果が早く戻る PCR 検査の組み合わせは、体調の変化を早い段階で拾い上げるうえで有効に働きました。AI による対人距離の計測からは、プレー中の選手どうしの近接を時間の経過とともに定量化する指標が得られ、試合中と試合外のそれぞれで適切な距離の取り方を組み立てる材料になりました。練習中の心拍は最大値の 80% 前後で推移しており、狙った運動強度が確保できていたことが確認されています。質問紙からは、この管理体制のもとで選手が安心して練習に集中できていたことが読み取れました。
これらは、スポーツ庁のスポーツ研究イノベーション拠点形成事業における Japan Sports-Cyber Physical System の枠組みで実施されたものです。


