TECNOLOGIA DE SENSORES VESTÍVEIS EM MONITORAMENTO DE SAÚDE E EDUCAÇÃO EM PSICOLOGIA DO ESPORTE
Palavras-chave:
Sensores vestíveis, monitoramento de saúde, psicologia esportiva, aplicações educacionais, análise de dados em tempo realResumo
Este artigo, estruturado como uma revisão, fornece uma análise abrangente do papel da tecnologia de sensores vestíveis no monitoramento da saúde e na educação em psicologia esportiva. Ele sintetiza pesquisas atuais sobre as aplicações, benefícios e desafios dos sensores vestíveis na saúde e psicologia esportiva, com foco particular em seu impacto educacional. Por meio de uma abordagem de revisão, o artigo examina vários tipos de sensores vestíveis, explora suas implicações para o gerenciamento personalizado da saúde e treinamento atlético e discute avanços futuros e considerações éticas no campo. Esta revisão serve como um recurso para pesquisadores, educadores e profissionais interessados na integração da tecnologia vestível nas ciências da saúde e do esporte.
Referências
Abdulla, Al, Mamun., Mehmet, Rasit, Yuce. (2019). Sensors and Systems for Wearable Environmental Monitoring Toward IoT-Enabled Applications: A Review. IEEE Sensors Journal, doi: 10.1109/JSEN.2019.2919352
Abhishek, Singh., Sanjeev, Kumar, Awasthi. (2024). Technology Integration in Physical Education: Exploring the Use of Wearable Devices and Virtual Reality for Enhancing Student Engagement and Learning Outcomes. Innovative research thoughts, doi: 10.36676/irt.v10.i2.09
Anita, Antony. (2024). Flexible and Wearable Biosensors: Revolutionizing Health Monitoring. doi: 10.1007/978-981-97-3048-3_12
Anna, Maria, Becker., Torsten, Masson., Carolin, Helbig., Abdelrhman, Mohamdeen., Uwe, Schlink. (2023). Wearable sensors increase perceived environmental health threat in cyclists and pedestrians: A randomized field study. doi: 10.1016/j.jth.2023.101660
Atul, Sharma., Mihaela, Badea., Swapnil, Tiwari., Jean-Louis, Marty. (2021). Wearable Biosensors: An Alternative and Practical Approach in Healthcare and Disease Monitoring. Molecules, doi: 10.3390/MOLECULES26030748
Baig, M. M., & GholamHosseini, H. (2020). Future of wearable technology in healthcare: Challenges and opportunities. Journal of Healthcare Engineering, 2020, 8892054. https://doi.org/10.1155/2020/8892054
Baig, M. M., Afifi, S., & GholamHosseini, H. (2021). Ethical considerations of wearable technology in healthcare. IEEE Reviews in Biomedical Engineering, 14, 64-76. https://doi.org/10.1109/RBME.2021.3062064
Baig, M. M., GholamHosseini, H., & Connolly, M. J. (2019). Mobile healthcare applications: System design review, critical issues and challenges. Australasian Physical & Engineering Sciences in Medicine, 42(1), 23-36. https://doi.org/10.1007/s13246-018-0736-6
Brendon, Ferrier., James, B., Lee., Alex, Mbuli., Daniel, Arthur, James. (2022). Translational Applications of Wearable Sensors in Education: Implementation and Efficacy. Sensors, doi: 10.3390/s22041675
Cadmus-Bertram, L. A., Marcus, B. H., Patterson, R. E., Parker, B. A., & Morey, B. L. (2015). Randomized trial of a Fitbit-based physical activity intervention for women. American Journal of Preventive Medicine, 49(3), 414-418. https://doi.org/10.1016/j.amepre.2015.01.020
Can, Y. S., Arnrich, B., & Ersoy, C. (2019). Stress detection in daily life scenarios using smart phones and wearable sensors: A survey. Journal of Biomedical Informatics, 92, 103139. https://doi.org/10.1016/j.jbi.2019.103139
Carolin, Helbig., Maximilian, Ueberham., Anna, Maria, Becker., Heike, Marquart., Uwe, Schlink. (2021). Wearable Sensors for Human Environmental Exposure in Urban Settings. doi: 10.1007/S40726-021-00186-4
Changfeng, Ning., Menglu, Li. (2023). The preventive effect of PNF stretching exercise on sports injuries in physical education based on IoT data monitoring.. Preventive Medicine, doi: 10.1016/j.ypmed.2023.107591
Chia-Jung, Cho., Ping-Yu, Chung., Ying-Wen, Tsai., Yu-Tong, Yang., Shih-Yu, Lin., Pin-Shiun, Huang. (2023). Stretchable Sensors: Novel Human Motion Monitoring Wearables. Nanomaterials, doi: 10.3390/nano13162375
Daniela, Lo, Presti., Chiara, Romano., Carlo, Massaroni., Nicola, Di, Stefano., Domenico, Formica., Emiliano, Schena. (2023). Wearable Sensors to Monitor Psychophysiological Response Induced by Musical Consonance and Dissonance. doi: 10.1109/bats59463.2023.10303095
Danyal, Khan., Naif, Al, Mudawi., Maha, Abdelhaq., Abdulwahab, Alazeb., Saud, S., Alotaibi., Asaad, Algarni., Ahmad, Samsul, Arifin, Jalal. (2024). A Wearable Inertial Sensor Approach for Locomotion and Localization Recognition on Physical Activity. doi: 10.3390/s24030735
Daphika, S., Dkhar., R., Shantha, Kumari., Supratim, Mahapatra., Divya, C., Pranjal, Chandra. (2022). Engineering Design, Implementation, and Sensing Mechanisms of Wearable Bioelectronic Sensors in Clinical Settings. Electroanalysis, doi: 10.1002/elan.202200154
Dempsey, P. C., Strain, T., Wijndaele, K., & Brage, S. (2020). Wearable-device-measured physical activity and future health risk. Nature Medicine, 26(11), 1385-1391. https://doi.org/10.1038/s41591-020-1012-3
Dkhar, D. S., Kumari, R., Mahapatra, S., Chandra, P., & Pranjal, C. (2022). Engineering design, implementation, and sensing mechanisms of wearable bioelectronic sensors in clinical settings. Electroanalysis, 34(7), 1051-1060. https://doi.org/10.1002/elan.202200154
Dubljević, V., & Ryan, M. J. (2018). Future directions in wearable sensor technology: Trends, challenges, and ethical considerations. Frontiers in Digital Health, 2, 83-92. https://doi.org/10.3389/fdgth.2018.00012
Fan, Wu., Christoph, Rudiger., Jean-Michel, Redoute., Mehmet, Rasit, Yuce. (2019). A wearable multi-sensor IoT network system for environmental monitoring. doi: 10.1007/978-3-030-02819-0_3
Filippo-Enrico, Cardini., Qiaoyang, Liu. (2022). Wearable Sweat Biosensors on Sports Analysis. doi: 10.54227/mlab.20220028
Florian, Daiber., Felix, Kosmalla. (2017). Tutorial on wearable computing in sports. doi: 10.1145/3098279.3119918
Khan, W. Z., & Xiang, Y. (2019). Ethical issues and challenges associated with data privacy in wearable sensor devices. IEEE Access, 7, 69992-70002. https://doi.org/10.1109/ACCESS.2019.2919572
Kimi, D., Dahl., Kristin, M., Dunford., Sarah, A., Wilson., Travis, Lee, Turnbull., Scott, Tashman. (2020). Wearable sensor validation of sports-related movements for the lower extremity and trunk.. Medical Engineering & Physics, doi: 10.1016/J.MEDENGPHY.2020.08.001
Kosinski, M., Stillwell, D., & Graepel, T. (2013). Private traits and attributes are predictable from digital records of human behavior. Proceedings of the National Academy of Sciences, 110(15), 5802-5805. https://doi.org/10.1073/pnas.1218772110
Kosinski, M., Stillwell, D., & Graepel, T. (2013). Private traits and attributes are predictable from digital records of human behavior. Proceedings of the National Academy of Sciences, 110(15), 5802-5805. https://doi.org/10.1073/pnas.1218772110
Lee, I., & Lee, K. (2020). The internet of things (IoT) in education: Future possibilities for wearable technology. Computers & Education, 145, 103840. https://doi.org/10.1016/j.compedu.2019.103840
Linying, Du. (2024). Application of Smart Wearable Devices in Sports Performance Analysis and Enhancement. Applied mathematics and nonlinear sciences, doi: 10.2478/amns-2024-1434
Lu, Zhen. (2024). Utilization and Effect Evaluation of Wearable Smart Devices in Sports Training. doi: 10.1109/icdsis61070.2024.10594554
Majid, Ali, Khan, Quaid., Ahmad, Jalal. (2020). Wearable sensors based human behavioral pattern recognition using statistical features and reweighted genetic algorithm. Multimedia Tools and Applications, doi: 10.1007/S11042-019-08463-7
Malhi, G. S., & Bell, E. (2019). Ethics and privacy in the era of wearable technology: Considerations for mental health. The Lancet Psychiatry, 6(1), 10-12. https://doi.org/10.1016/S2215-0366(18)30484-4
María, A., Hernández-Mustieles., Yoshua, E., Lima-Carmona., Maxine, A., Pacheco-Ramírez., Axel, A., Mendoza-Armenta., José, Esteban, Romero-Gómez., César, F., Cruz-Gómez., Diana, C., Rodríguez-Alvarado., Jesús, G., Cruz-Garza., Alejandro, Arceo., Mauricio, A., Ramírez-Moreno., Jorge, de, J., Lozoya-Santos. (2024). Wearable Biosensor Technology in Education: A Systematic Review. doi: 10.20944/preprints202403.0831.v1
Martindale, A., Collins, D., & Daubney, J. (2005). Talent development: A guide for practice and research within sport psychology. Quest, 57(4), 353-375. https://doi.org/10.1080/00336297.2005.10491863
Mohammed, Jameel, Alsalhy., Ibrahem, Ahmed., Naseer, Ali, Hussien., Angham, khalid, Hussain., Ahmed, Hussian., Taha, Raad, Al-Shaikhli. (2023). Application of Wearable Sensors in Physical education for biomedical surveillance and human-machine interface. doi: 10.1109/aicera/icis59538.2023.10420331
Narender, Malishetty., Shivaranjani, S., Anusha, K., Sushma, B. (2019). Wearable real-time environment monitoring system. Journal of emerging technologies and innovative research
Pantelopoulos, A., & Bourbakis, N. G. (2010). A survey on wearable sensor-based systems for health monitoring and prognosis. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 40(1), 1-12. https://doi.org/10.1109/TSMCC.2009.2032660
Parinaz, Balkhi., Mehrdad, Moallem. (2022). A Multipurpose Wearable Sensor-Based System for Weight Training. Automation, doi: 10.3390/automation3010007
Park, Eung, Seok., Kim, Young, Jin. (2020). Sensing apparatus for biometric data.
Ploderer, B., Reitberger, W., & Fröhlich, P. (2017). Towards a future of flexible wearable technology. Wearable Technologies, 5, 75-83. https://doi.org/10.1016/j.weartech.2017.07.007
Quintana, D. S., Alvares, G. A., & Heathers, J. A. J. (2016). Guidelines for reporting articles on psychiatry and HRV analysis. Psychophysiology, 53(6), 817-826. https://doi.org/10.1111/psyp.12652
R., Jegan., Austy., B., Evangeline., W., S., Nimi. (2022). Wearable Environmental Monitoring System for Measurement of Environmental Parameters: A Pilot study. doi: 10.1109/ICAISS55157.2022.10010880
Reena, Olsen., Sayyida, S., Hasan., Joshua, J., Woo., Danyal, H., Nawabi., Prem, N., Ramkumar. (2024). The Fundamentals and Applications of Wearable Sensor Devices in Sports Medicine: A Scoping Review.. Arthroscopy, doi: 10.1016/j.arthro.2024.01.042
S., Lam, Po, Tang. (2015). Wearable sensors for sports performance. doi: 10.1016/B978-1-78242-229-7.00008-4
Sandu, Razvan, Enoiu., Denisa, Iulia, Brus., Veronica, Mîndrescu. (2023). New Technology in Education on Performance Analysis. Wearable Sensors Utility on Alpine Skiing. Revista Romaneasca pentru Educatie Multidimensionala, doi: 10.18662/rrem/15.4/793
Sara, Hooshmand., Panagiotis, Kassanos., Meysam, Keshavarz., Pelin, Duru., Cemre, Irmak, Kayalan., İzzet, Kale., Mustafa, K., Bayazit. (2023). Wearable Nano-Based Gas Sensors for Environmental Monitoring and Encountered Challenges in Optimization. doi: 10.3390/s23208648
Seçkin, M., Çağdaş Seçkin, A., & Gencer, C. S. (2022). Biomedical Sensors and Applications of Wearable Technologies on Arm and Hand. Biomedical Technology Review, 3(1), 35-50. https://doi.org/10.1007/s44174-022-00002-7
Seung, Hwan, Chang. (2019). Wearable sensor unit for monitoring biometric information.
Shuyu, Fan., Lurui, Zhao., Mengyao, Fu., Haozhen, Chi., Dibo, Hou., Guangxin, Zhang., Yufeng, Wang., Yunqi, Cao. (2022). A Motion Adaptive Self-Powered Wearable Sensor for Biomechanical Energy Transduction and Human Gait Sensing. doi: 10.1109/CAC57257.2022.10055951
Smith, A., Jones, R., & Roberts, S. (2023). The role of wearable technology in chronic disease management: Current applications and future perspectives. Journal of Medical Technology, 15(2), 101-114. https://doi.org/10.1016/j.medtech.2023.01.015
Strain, T., Wijndaele, K., Dempsey, P.C. et al. Wearable-device-measured physical activity and future health risk. Nat Med 26, 1385–1391 (2020). https://doi.org/10.1038/s41591-020-1012-3
Stroiescu, Florin., Duggan, Denis. (2016). Wearable sports sensor.
Sun, Qizhen., Shijie, Tan., Yanpeng, Li., Tao, Liu., Wei, Zhang., Yan, Zhijun., Liu, Deming. (2019). Optical fiber type wearable human body motion sensor.
Tamminen, K. A., & Bennett, E. V. (2017). Athlete well-being and the role of the sport psychologist: Bridging theory and practice. Current Opinion in Psychology, 16, 115-118. https://doi.org/10.1016/j.copsyc.2017.05.016
Tokura, Akio., Kuwabara, Kei., Matsuoka, Hiroto., Ishihara, Takako., Wada, Toshiki., Higuchi, Yuichi., Hashimoto, Yuki. (2021). Wearable environment sensor device and monitoring system.
Trifan, A., Oliveira, M., & Oliveira, J. L. (2019). Passive sensing of health outcomes through smartphones: Systematic review of current solutions and possible limitations. JMIR mHealth and uHealth, 7(2), e12649. https://doi.org/10.2196/12649
Vladimir, Banković., Aleksandar, Živković., Nenad, Trunić. (2024). Enhancing Athletic Performance Through Wearable Technology Integration in Volleyball: A Pilot Study. doi: 10.15308/sinteza-2024-358-363
Walker, J., & Roberts, S. (2020). Leveraging wearable technology in sport psychology education: Opportunities and challenges. Journal of Sport Psychology in Action, 11(3), 181-192. https://doi.org/10.1080/21520704.2020.1776471
Wan-Ju, Chen. (2022). Application of Sensor-Based Intelligent Wearable Devices in Information Physical Education. Mathematical Problems in Engineering, doi: 10.1155/2022/5075425
Yoon, S., & Roberts, B. (2018). The rise of artificial intelligence and machine learning in wearable health technology. IEEE Journal of Biomedical and Health Informatics, 22(2), 369-375. https://doi.org/10.1109/JBHI.2018.2872983
Yu, Gu., Yi, Han., Xiangzhi, Liu., Ning, Zhang., Xinfeng, Zhang., Min, Pan., Shuoyu, Wang., Wei, Dong., Tao, Li. (2023). A Flexible Sensor and MIMU-Based Multisensor Wearable System for Human Motion Analysis. IEEE Sensors Journal, doi: 10.1109/JSEN.2022.3233653
Zhaofa, Zhang., Pan, Zhang., De, Suo, Zhang., Hong, Ping, Lin., Yuyue, Chen. (2022). Wearable Resistive-Type Sensors Based on Graphene Fibers for Monitoring Human Motions. ACS Applied Nano Materials, doi: 10.1021/acsanm.2c02202
Zheng, Ming., Wu, Wei., Li, Xingchen., Xu, Xuechun., Peng, Jixiang. (2019). Smart wearable device capable of sensing environmental information.
Zhongchen, Zhang., Xiaomei, Wang. (2024). Wearable Sports Smart Glasses Real-time Monitoring and Feedback Mechanism in Physical Education. EAI Endorsed Transactions on Pervasive Health and Technology, doi: 10.4108/eetpht.10.5531
Ziwei, Mo. (2024). Wearable strain sensor for motion capture. Journal of physics, doi: 10.1088/1742-6596/2786/1/012022
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Copyright (c) 2024 Metin Pekgor, Aydolu Algin, Turhan Toros, Emre Serin, Abdulaziz Kulak, Tolga Tek
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