An empirical study on the improvement of students’ physical fitness and health by college physical education programs based on the background of big data
This work is licensed under the Creative Commons Attribution 4.0 International License.
Wilson, O. W., Holland, K. E., Elliott, L. D., Duffey, M., & Bopp, M. (2021). The impact of the COVID-19 pandemic on US college students’ physical activity and mental health. Journal of Physical Activity and Health, 18(3), 272-278.WilsonO. W.HollandK. E.ElliottL. D.DuffeyM.BoppM. (2021). The impact of the COVID-19 pandemic on US college students’ physical activity and mental health. Journal of Physical Activity and Health, 18(3), 272-278.Search in Google Scholar
Ruegsegger, G. N., & Booth, F. W. (2018). Health benefits of exercise. Cold Spring Harbor perspectives in medicine, 8(7), a029694.RuegseggerG. N.BoothF. W. (2018). Health benefits of exercise. Cold Spring Harbor perspectives in medicine, 8(7), a029694.Search in Google Scholar
Cheng, Y. W., Sun, P. C., & Chen, N. S. (2018). The essential applications of educational robot: Requirement analysis from the perspectives of experts, researchers and instructors. Computers & education, 126, 399-416.ChengY. W.SunP. C.ChenN. S. (2018). The essential applications of educational robot: Requirement analysis from the perspectives of experts, researchers and instructors. Computers & education, 126, 399-416.Search in Google Scholar
Posadzki, P., Pieper, D., Bajpai, R., Makaruk, H., Könsgen, N., Neuhaus, A. L., & Semwal, M. (2020). Exercise/physical activity and health outcomes: an overview of Cochrane systematic reviews. BMC public health, 20, 1-12.PosadzkiP.PieperD.BajpaiR.MakarukH.KönsgenN.NeuhausA. L.SemwalM. (2020). Exercise/physical activity and health outcomes: an overview of Cochrane systematic reviews. BMC public health, 20, 1-12.Search in Google Scholar
Thomas, J. R., Martin, P., Etnier, J. L., & Silverman, S. J. (2022). Research methods in physical activity. Human kinetics.ThomasJ. R.MartinP.EtnierJ. L.SilvermanS. J. (2022). Research methods in physical activity. Human kinetics.Search in Google Scholar
Bonanni, R., Cariati, I., Tarantino, U., D’Arcangelo, G., & Tancredi, V. (2022). Physical exercise and health: a focus on its protective role in neurodegenerative diseases. Journal of functional morphology and kinesiology, 7(2), 38.BonanniR.CariatiI.TarantinoU.D’ArcangeloG.TancrediV. (2022). Physical exercise and health: a focus on its protective role in neurodegenerative diseases. Journal of functional morphology and kinesiology, 7(2), 38.Search in Google Scholar
Xiaolong, W. K. L. (2019). Influence of extracurricular physical exercise on psychological capital, psychological health and social adaptability of college students. Chinese Journal of School Health, 40(3), 392-395.XiaolongW. K. L. (2019). Influence of extracurricular physical exercise on psychological capital, psychological health and social adaptability of college students. Chinese Journal of School Health, 40(3), 392-395.Search in Google Scholar
Grasdalsmoen, M., Eriksen, H. R., Lønning, K. J., & Sivertsen, B. (2020). Physical exercise, mental health problems, and suicide attempts in university students. BMC psychiatry, 20, 1-11.GrasdalsmoenM.EriksenH. R.LønningK. J.SivertsenB. (2020). Physical exercise, mental health problems, and suicide attempts in university students. BMC psychiatry, 20, 1-11.Search in Google Scholar
Seo, Y. J., & Ha, Y. (2019). Gender differences in predictors of physical activity among Korean college students based on the health promotion model. Asian/Pacific Island Nursing Journal, 4(1), 1.SeoY. J.HaY. (2019). Gender differences in predictors of physical activity among Korean college students based on the health promotion model. Asian/Pacific Island Nursing Journal, 4(1), 1.Search in Google Scholar
Fletcher, G. F., Landolfo, C., Niebauer, J., Ozemek, C., Arena, R., & Lavie, C. J. (2018). Promoting physical activity and exercise: JACC health promotion series. Journal of the American College of Cardiology, 72(14), 1622-1639.FletcherG. F.LandolfoC.NiebauerJ.OzemekC.ArenaR.LavieC. J. (2018). Promoting physical activity and exercise: JACC health promotion series. Journal of the American College of Cardiology, 72(14), 1622-1639.Search in Google Scholar
Weinberg, R. S., & Gould, D. (2023). Foundations of sport and exercise psychology. Human kinetics.WeinbergR. S.GouldD. (2023). Foundations of sport and exercise psychology. Human kinetics.Search in Google Scholar
Curran, M., Drayson, M. T., Andrews, R. C., Zoppi, C., Barlow, J. P., Solomon, T. P., & Narendran, P. (2020). The benefits of physical exercise for the health of the pancreatic β‐cell: A review of the evidence. Experimental Physiology, 105(4), 579-589.CurranM.DraysonM. T.AndrewsR. C.ZoppiC.BarlowJ. P.SolomonT. P.NarendranP. (2020). The benefits of physical exercise for the health of the pancreatic β‐cell: A review of the evidence. Experimental Physiology, 105(4), 579-589.Search in Google Scholar
van Sluijs, E. M., Ekelund, U., Crochemore-Silva, I., Guthold, R., Ha, A., Lubans, D., … & Katzmarzyk, P. T. (2021). Physical activity behaviours in adolescence: current evidence and opportunities for intervention. The Lancet, 398(10298), 429-442.van SluijsE. M.EkelundU.Crochemore-SilvaI.GutholdR.HaA.LubansD.KatzmarzykP. T. (2021). Physical activity behaviours in adolescence: current evidence and opportunities for intervention. The Lancet, 398(10298), 429-442.Search in Google Scholar
Jiménez-Pavón, D., Carbonell-Baeza, A., & Lavie, C. J. (2020). Physical exercise as therapy to fight against the mental and physical consequences of COVID-19 quarantine: Special focus in older people. Progress in cardiovascular diseases, 63(3), 386.Jiménez-PavónD.Carbonell-BaezaA.LavieC. J. (2020). Physical exercise as therapy to fight against the mental and physical consequences of COVID-19 quarantine: Special focus in older people. Progress in cardiovascular diseases, 63(3), 386.Search in Google Scholar
Hall, G., Laddu, D. R., Phillips, S. A., Lavie, C. J., & Arena, R. (2021). A tale of two pandemics: How will COVID-19 and global trends in physical inactivity and sedentary behavior affect one another?. Progress in cardiovascular diseases, 64, 108.HallG.LadduD. R.PhillipsS. A.LavieC. J.ArenaR. (2021). A tale of two pandemics: How will COVID-19 and global trends in physical inactivity and sedentary behavior affect one another?. Progress in cardiovascular diseases, 64, 108.Search in Google Scholar
De la Rosa, A., Olaso-Gonzalez, G., Arc-Chagnaud, C., Millan, F., Salvador-Pascual, A., García-Lucerga, C., … & Gomez-Cabrera, M. C. (2020). Physical exercise in the prevention and treatment of Alzheimer’s disease. Journal of sport and health science, 9(5), 394-404.De la RosaA.Olaso-GonzalezG.Arc-ChagnaudC.MillanF.Salvador-PascualA.García-LucergaC.Gomez-CabreraM. C. (2020). Physical exercise in the prevention and treatment of Alzheimer’s disease. Journal of sport and health science, 9(5), 394-404.Search in Google Scholar
Kinney, D. A., Nabors, L. A., Merianos, A. L., & Vidourek, R. A. (2019). College students’ use and perceptions of wearable fitness trackers. American Journal of Health Education, 50(5), 298-307.KinneyD. A.NaborsL. A.MerianosA. L.VidourekR. A. (2019). College students’ use and perceptions of wearable fitness trackers. American Journal of Health Education, 50(5), 298-307.Search in Google Scholar
Nguyen, T. M., Nguyen, V. H., & Kim, J. H. (2021). Physical exercise and health-related quality of life in office workers: a systematic review and meta–analysis. International Journal of Environmental Research and Public Health, 18(7), 3791.NguyenT. M.NguyenV. H.KimJ. H. (2021). Physical exercise and health-related quality of life in office workers: a systematic review and meta-analysis. International Journal of Environmental Research and Public Health, 18(7), 3791.Search in Google Scholar
Kulick, A., Wernick, L. J., Espinoza, M. A. V., Newman, T. J., & Dessel, A. B. (2019). Three strikes and you’re out: Culture, facilities, and participation among LGBTQ youth in sports. Sport, Education and Society.KulickA.WernickL. J.EspinozaM. A. V.NewmanT. J.DesselA. B. (2019). Three strikes and you’re out: Culture, facilities, and participation among LGBTQ youth in sports. Sport, Education and Society.Search in Google Scholar
Black, N., Johnston, D. W., Propper, C., & Shields, M. A. (2019). The effect of school sports facilities on physical activity, health and socioeconomic status in adulthood. Social Science & Medicine, 220, 120-128.BlackN.JohnstonD. W.PropperC.ShieldsM. A. (2019). The effect of school sports facilities on physical activity, health and socioeconomic status in adulthood. Social Science & Medicine, 220, 120-128.Search in Google Scholar
McGuine, T. A., Biese, K. M., Petrovska, L., Hetzel, S. J., Reardon, C., Kliethermes, S., … & Watson, A. M. (2021). Mental health, physical activity, and quality of life of US adolescent athletes during COVID-19–related school closures and sport cancellations: a study of 13 000 athletes. Journal of athletic training, 56(1), 11-19.McGuineT. A.BieseK. M.PetrovskaL.HetzelS. J.ReardonC.KliethermesS.WatsonA. M. (2021). Mental health, physical activity, and quality of life of US adolescent athletes during COVID-19–related school closures and sport cancellations: a study of 13 000 athletes. Journal of athletic training, 56(1), 11-19.Search in Google Scholar
Collins, N. M., Cromartie, F., Butler, S., & Bae, J. (2018). Effects of early sport participation on self-esteem and happiness. The sport journal, 20, 1-20.CollinsN. M.CromartieF.ButlerS.BaeJ. (2018). Effects of early sport participation on self-esteem and happiness. The sport journal, 20, 1-20.Search in Google Scholar
Kim, Y. J., Cho, J. H., & Park, Y. J. (2020). Leisure sports participants’ engagement in preventive health behaviors and their experience of constraints on performing leisure activities during the COVID-19 pandemic. Frontiers in Psychology, 11, 589708.KimY. J.ChoJ. H.ParkY. J. (2020). Leisure sports participants’ engagement in preventive health behaviors and their experience of constraints on performing leisure activities during the COVID-19 pandemic. Frontiers in Psychology, 11, 589708.Search in Google Scholar
Scerpella, J. J., Buehring, B., Hetzel, S. J., & Heiderscheit, B. C. (2018). Increased leg bone mineral density and content during the initial years of college sport. The Journal of Strength & Conditioning Research, 32(4), 1123-1130.ScerpellaJ. J.BuehringB.HetzelS. J.HeiderscheitB. C. (2018). Increased leg bone mineral density and content during the initial years of college sport. The Journal of Strength & Conditioning Research, 32(4), 1123-1130.Search in Google Scholar
Martland, R., Mondelli, V., Gaughran, F., & Stubbs, B. (2020). Can high-intensity interval training improve physical and mental health outcomes? A meta-review of 33 systematic reviews across the lifespan. Journal of sports sciences, 38(4), 430-469.MartlandR.MondelliV.GaughranF.StubbsB. (2020). Can high-intensity interval training improve physical and mental health outcomes? A meta-review of 33 systematic reviews across the lifespan. Journal of sports sciences, 38(4), 430-469.Search in Google Scholar
Caputo, E. L., & Reichert, F. F. (2020). Studies of physical activity and COVID-19 during the pandemic: a scoping review. Journal of Physical Activity and Health, 17(12), 1275-1284.CaputoE. L.ReichertF. F. (2020). Studies of physical activity and COVID-19 during the pandemic: a scoping review. Journal of Physical Activity and Health, 17(12), 1275-1284.Search in Google Scholar
Luo, Y. J., Lin, M. L., Hsu, C. H., Liao, C. C., & Kao, C. C. (2020). The effects of team-game-tournaments application towards learning motivation and motor skills in college physical education. Sustainability, 12(15), 6147.LuoY. J.LinM. L.HsuC. H.LiaoC. C.KaoC. C. (2020). The effects of team-game-tournaments application towards learning motivation and motor skills in college physical education. Sustainability, 12(15), 6147.Search in Google Scholar
Zhang, Z. (2024). Analysis of the application of modern mobile wireless network terminal in the tutoring design of college physical education course teaching. Wireless Networks, 30(6), 5319-5331.ZhangZ. (2024). Analysis of the application of modern mobile wireless network terminal in the tutoring design of college physical education course teaching. Wireless Networks, 30(6), 5319-5331.Search in Google Scholar
Wang, N. (2022, January). Application of artificial intelligence and virtual reality technology in the construction of university physical education. In 2022 3rd International Conference on Electronic Communication and Artificial Intelligence (IWECAI) (pp. 343-346). IEEE.WangN. (2022, January). Application of artificial intelligence and virtual reality technology in the construction of university physical education. In 2022 3rd International Conference on Electronic Communication and Artificial Intelligence (IWECAI) (pp. 343-346). IEEE.Search in Google Scholar
Li, W., & Fan, X. (2021). Construction of network multimedia teaching platform system of college sports. Mathematical Problems in Engineering, 2021(1), 6304703.LiW.FanX. (2021). Construction of network multimedia teaching platform system of college sports. Mathematical Problems in Engineering, 2021(1), 6304703.Search in Google Scholar
Hong, F., Wang, L., & Li, C. Z. (2023). Adaptive mobile cloud computing on college physical training education based on virtual reality. Wireless Networks, 1-24.HongF.WangL.LiC. Z. (2023). Adaptive mobile cloud computing on college physical training education based on virtual reality. Wireless Networks, 1-24.Search in Google Scholar
Bebeley, S. J., Laggao, S. A., & Gendemeh, C. H. R. I. S. T. I. A. N. (2018). Physical activity epidemiology of college students physical exercise self-efficacy: motivational drive for health education promotion. Journal of Physical Education Research, 5(4), 33-40.BebeleyS. J.LaggaoS. A.GendemehC. H. R. I. S. T. I. A. N. (2018). Physical activity epidemiology of college students physical exercise self-efficacy: motivational drive for health education promotion. Journal of Physical Education Research, 5(4), 33-40.Search in Google Scholar
Jiarui Xing. (2024). Refined Management of Sports in Colleges and Universities and Information-based Innovative Education Driven by Big Data. International Journal of New Developments in Education(4).XingJiarui (2024). Refined Management of Sports in Colleges and Universities and Information-based Innovative Education Driven by Big Data. International Journal of New Developments in Education(4).Search in Google Scholar
Sivadi Balakrishna,M. Thirumaran,R. Padmanaban & Vijender Kumar Solanki. (2019). An efficient incremental clustering based improved K-Medoids for IoT multivariate data cluster analysis. Peer-to-Peer Networking and Applications(prepublish),1-24.BalakrishnaSivadiThirumaranM.PadmanabanR.SolankiVijender Kumar (2019). An efficient incremental clustering based improved K-Medoids for IoT multivariate data cluster analysis. Peer-to-Peer Networking and Applications(prepublish),1-24.Search in Google Scholar
Zhanguo, Xia,Shiyu, Cai & Wentao, Zhang. (2012). An Improved Semi-supervised Clustering algorithm based on Initial Center Points. Journal of Convergence Information Technology(5),317-324.ZhanguoXiaShiyuCaiWentaoZhang (2012). An Improved Semi-supervised Clustering algorithm based on Initial Center Points. Journal of Convergence Information Technology(5),317-324.Search in Google Scholar