Efeitos associados da pandemia de COVID-19: uma comparação mundial do treinamento de corredores de longa distância em 2019 e 2020
Resumo
Neste artigo, relatamos como o treinamento de corredores de longa distância foi afetado pela pandemia COVID-19. Por meio de web scraping, extraímos informações relacionadas à corrida registradas em todos os meses de 2019 e 2020 da plataforma Strava. Foram analisadas 10.703.690 atividades de 36.412 atletas de todo o mundo. Em 2020, relativamente a 2019, houve uma diminuição de 7% no volume de treinamento de corrida e de 7% do número de corredores. Também observamos grandes variações destas variáveis ao longo de 2020, chegando a 35% menos volume de corrida em setembro de 2020.
Referências
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Fragala, Maren S. et al. (2019). “Resistance training for older adults: Position statement from the national strength and conditioning association”. Em: Journal of Strength and Conditioning Research 33.8, pp. 2019–2052. ISSN: 15334295. DOI: 10.1519/jsc.0000000000003230.
Hale, Thomas et al. (9 de fev. de 2021). Oxford COVID-19 Government Response Tracker. URL: https://ourworldindata.org/covid-government-stringency-index (acesso em 09/02/2021).
Stockwell, Stephanie et al. (2021). “Changes in physical activity and sedentary behaviours from before to during the COVID-19 pandemic lockdown: a systematic review”. Em: BMJ Open Sport & Exercise Medicine 7.1. DOI: 10.1136/bmjsem-2020-000960. eprint: https://bmjopensem.bmj.com/content/7/1/e000960.full.pdf. URL: https://bmjopensem.bmj.com/content/7/1/e000960.
Saurkar, Anand V., Kedar G. Pathare e Shweta A. Gode (2018). “An Overview on Web Scraping Techniques and Tools”. Em:
Stamatakis, E e M Chaudhury (2008). “Temporal trends in adults’ sports participation patterns in England between 1997 and 2006: the Health Survey for England”. Em: British Journal of Sports Medicine 42.11, pp. 901–908. ISSN: 0306-3674. DOI: 10.1136/bjsm.2008.048082. eprint: https://bjsm.bmj.com/content/42/11/901.full.pdf. URL: https://bjsm.bmj.com/content/42/11/901.
Strava Inc. (2020a). Strava website. URL: https://www.strava.com/ (acesso em 10/12/2020).
Baskaran, Umamageswari e Kalpana Ramanujam (2018). “Automated scraping of structured data records from health discussion forums using semantic analysis”. Em: Informatics in Medicine Unlocked 10, pp. 149–158. ISSN: 2352-9148. DOI: 10.1016/j.imu.2018.01.003. URL: http://www.sciencedirect.com/science/article/pii/S2352914817302253.
Selenium (2021). Selenium Webdriver. URL: https://www.selenium.dev/documentation/en/webdriver/ (acesso em 06/03/2021).
Abbott World Marathon Majors (10 de dez. de 2020). Abbott world marathon majors. URL: https://www.worldmarathonmajors.com/ (acesso em 23/06/2020).
Efron, Bradley e Robert J Tibshirani (1993). An introduction to the bootstrap. Chapman & Hall, p. 450.
Strava Inc. (2020b). 2020 Year In Sport. URL: https://blog.strava.com/press/yis2020/ (acesso em 16/12/2020).
Publicado
26/08/2021
Como Citar
AFONSECA, L. A.; DUARTE, M.; WATANABE, R. N..
Efeitos associados da pandemia de COVID-19: uma comparação mundial do treinamento de corredores de longa distância em 2019 e 2020. In: ESCOLA REGIONAL DE COMPUTAÇÃO APLICADA À SAÚDE (ERCAS), 8. , 2021, São Paulo.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2021
.
p. 5-9.
DOI: https://doi.org/10.5753/ercas.2021.17426.
