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Monitoring Physical Health, Mental Health, Nutrition, and Sleep in Athletes to Improve Performance: Workshop Position Paper: Multimodal Sports Interaction: Wearables and HCI in Motion

Published: 05 October 2024 Publication History

Abstract

The increased availability of long-term tracking of personal data using wearables has created an interest in research communities to develop feedback modalities that aid the success of wearable, interactive, and mobile systems. Personal data relevant to athletes can be grouped into four pillars: physical health, mental health, nutrition, and sleep. This position paper reviews four existing sport data management systems that track and monitor one or more of the four pillars and discuss their suitability for sports athletes. These systems are assessed based on their purpose, how well athlete goals (sport-related, short- and long-term) are supported, and locomotion limitations. This paper finds that feedback provided back to an athlete about their multifaceted physical and mental status in existing systems need to be further personalised to the individual's goals and environmental context. Our research aims to take what is best of existing systems and enhance their capabilities to merge and visualise data about the four pillars and provide effective feedback that supports athlete goals.

References

[1]
Mohamad Razali Abdullah, Rabiu Muazu Musa, Ahmad Bisyri Husin Musawi Maliki, Norlaila Azura Kosni, and Pathmanathan K. Suppiah. 2016. Role of psychological factors on the performance of elite soccer players. Journal of Physical Education and Sport 16, 1 (2016), 170 -- 176.
[2]
Rachel Arnold, David Fletcher, and Robbie Anderson. 2015. Leadership and Management in Elite Sport: Factors Perceived to Influence Performance. International Journal of Sports Science & Coaching 10, 2--3 (June 2015), 285--304. https://doi.org/10.1260/1747--9541.10.2--3.285
[3]
Chris Bailey. 2019. Longitudinal Monitoring of Athletes: Statistical Issues and Best Practices. Journal of Science in Sport and Exercise 1, 3 (Nov. 2019), 217--227. https://doi.org/10.1007/s42978-019-00042--4
[4]
Joseph Baker, Stephen Cobley, and Jörg Schorer. 2020. Talent Identification and Development in Sport: International Perspectives (2 ed.). Routledge. https: //doi.org/10.4324/9781003049111
[5]
Theodoros Bampouras, Colum Cronin, and Paul K. Miller. 2012. Performance analytic processes in elite sport practice: an exploratory investigation of the perspectives of a sport scientist, coach and athlete. International Journal of Performance Analysis in Sport 12, 2 (2012), 468--483.
[6]
Tudor O. Bompa, James Hoffmann, and Scott Howell. 2019. Integrated periodization in sports training & athletic development: combining training methodology, sports psychology, and nutrition to optimize performance. Meyer & Meyer Sport, Maidenhead (UK).
[7]
Ludovico Boratto, Salvatore Carta, Fabrizio Mulas, and Paolo Pilloni. 2017. An e-coaching ecosystem: design and effectiveness analysis of the engagement of remote coaching on athletes. Personal and Ubiquitous Computing 21, 4 (Aug. 2017), 689--704. https://doi.org/10.1007/s00779-017--1026-0
[8]
Mihnea Donciu, Madalina Ionita, Mihai Dascalu, and Stefan Trausan-Matu. 2011. The Runner -- Recommender System of Workout and Nutrition for Runners. In 2011 13th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing. IEEE, Timisoara, TBD, Romania, 230--238. https://doi.org/ 10.1109/SYNASC.2011.18
[9]
Don Samitha Elvitigala, Arma?an Karahano?lu, Andrii Matviienko, Laia Turmo Vidal, Dees Postma, Michael D Jones, Maria F. Montoya, Daniel Harrison, Lars Elbæk, Florian Daiber, Lisa Anneke Burr, Rakesh Patibanda, Paolo Buono, Perttu Hämäläinen, Robby Van Delden, Regina Bernhaupt, Xipei Ren, Vincent Van Rheden, Fabio Zambetta, Elise Van Den Hoven, Carine Lallemand, Dennis Reidsma, and Florian 'Floyd' Mueller. 2024. Grand Challenges in SportsHCI. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, Honolulu HI USA, 1--20. https://doi.org/10.1145/3613904.3642050
[10]
Daniel A. Epstein, Parisa Eslambolchilar, Judy Kay, Jochen Meyer, and Sean A. Munson. 2021. Opportunities and Challenges for Long-Term Tracking. In Advances in Longitudinal HCI Research, Evangelos Karapanos, Jens Gerken, Jesper Kjeldskov, and Mikael B. Skov (Eds.). Springer International Publishing, Cham, 177--206. https://doi.org/10.1007/978--3-030--67322--2_9 Series Title: Human-- Computer Interaction Series.
[11]
Alexander Felfernig, Manfred Wundara, Thi Ngoc Trang Tran, Viet-Man Le, Sebastian Lubos, and Seda Polat-Erdeniz. 2023. Sports Recommender Systems: Overview and Research Issues. https://doi.org/10.21203/rs.3.rs-3710874/v1
[12]
Mitchell Gordon, Tim Althoff, and Jure Leskovec. 2019. Goal-setting And Achievement In Activity Tracking Apps: A Case Study Of MyFitnessPal. In The World Wide Web Conference. ACM, San Francisco CA USA, 571--582. https: //doi.org/10.1145/3308558.3313432
[13]
Jonna Hakkila, Mira Alhonsuo, Lasse Virtanen, Juho Rantakari, Ashley Colley, and Timo Koivumaki. 2016. MyData Approach for Personal Health -- A Service Design Case for Young Athletes. In 2016 49th Hawaii International Conference on System Sciences (HICSS). IEEE, Koloa, HI, USA, 3493--3502. https://doi.org/10. 1109/HICSS.2016.436
[14]
Alison K. Heather, Holly Thorpe, Megan Ogilvie, Stacy T. Sims, Sarah Beable, Stella Milsom, Katherine L. Schofield, Lynne Coleman, and Bruce Hamilton. 2021. Biological and Socio-Cultural Factors Have the Potential to Influence the Health and Performance of Elite Female Athletes: A Cross Sectional Survey of 219 Elite Female Athletes in Aotearoa New Zealand. Frontiers in Sports and Active Living 3 (Feb. 2021), 601420. https://doi.org/10.3389/fspor.2021.601420
[15]
MyFitnessPal Inc. 2024. myfitnesspal. https://www.myfitnesspal.com/
[16]
Strava Inc. 2024. Strava. https://www.strava.com/features
[17]
Urho M Kujala. 2021. Fitter, healthier and stronger? Many factors influence elite athletes? long-term health. British Journal of Sports Medicine 55, 2 (Jan. 2021), 77--78. https://doi.org/10.1136/bjsports-2020--102239
[18]
Amanda Lazar, Christian Koehler, Theresa Jean Tanenbaum, and David H. Nguyen. 2015. Why we use and abandon smart devices. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing. ACM, Osaka Japan, 635--646. https://doi.org/10.1145/2750858.2804288
[19]
Joe Marshall, Alexandru Dancu, and Florian "Floyd" Mueller. 2016. Interaction in Motion: Designing Truly Mobile Interaction. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems. ACM, Brisbane QLD Australia, 215-- 228. https://doi.org/10.1145/2901790.2901844
[20]
Louise Martin, Anneliese Lambeth, and Dawn Scott. 2006. NUTRITIONAL PRACTICES OF NATIONAL FEMALE SOCCER PLAYERS: ANALYSIS AND RECOMMENDATIONS. Journal of Sports Science and Medicine 5 (2006), 130--137.
[21]
Felix Mata, Miguel Torres-Ruiz, Roberto Zagal, Giovanni Guzman, Marco Moreno- Ibarra, and Rolando Quintero. 2018. A cross-domain framework for designing healthcare mobile applications mining social networks to generate recommendations of training and nutrition planning. Telematics and Informatics 35, 4 (July 2018), 837--853. https://doi.org/10.1016/j.tele.2017.04.005
[22]
Hannah McGuigan, Peter Hassmén, Nedeljka Rosic, and Christopher J Stevens. 2020. Training monitoring methods used in the field by coaches and practitioners: A systematic review. International Journal of Sports Science & Coaching 15, 3 (June 2020), 439--451. https://doi.org/10.1177/1747954120913172
[23]
Emma Neupert, Luke Gupta, Tim Holder, and Simon A Jobson. 2022. Athlete monitoring practices in elite sport in the United Kingdom. Journal of Sports Sciences 40, 13 (July 2022), 1450--1457. https://doi.org/10.1080/02640414.2022. 2085435
[24]
Kwok Ng and Tatiana Ryba. 2018. The Quantified Athlete: Associations of Wearables for High School Athletes. Advances in Human-Computer Interaction 2018 (Oct. 2018), 1--8. https://doi.org/10.1155/2018/6317524
[25]
Australian Institute of Sport. 2024. Athlete Management System. https://www. ais.gov.au/ams
[26]
Maulishree Pandey, Michael Nebeling, Sun Young Park, and Steve Oney. 2019. Exploring Tracking Needs and Practices of Recreational Athletes. In Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare - Demos and Posters. EAI, Trento, Italy. https://doi.org/10.4108/eai.20- 5--2019.2283726
[27]
Amon Rapp and Lia Tirabeni. 2018. Personal Informatics for Sport: Meaning, Body, and Social Relations in Amateur and Elite Athletes. ACM Transactions on Computer-Human Interaction 25, 3 (June 2018), 1--30. https://doi.org/10.1145/ 3196829
[28]
Amon Rapp and Lia Tirabeni. 2020. Self-tracking while doing sport: Comfort, motivation, attention and lifestyle of athletes using personal informatics tools. International Journal of Human-Computer Studies 140 (Aug. 2020), 102434. https: //doi.org/10.1016/j.ijhcs.2020.102434
[29]
Saaz K. Sahdra, Grant Duthie, Judy Kay, and Kalina Yacef. 2024. Maximising the usefulness of wearable data for athletes. (May 2024). Accepted to Ubicomp-ISWC ?24.
[30]
Barry Smyth, Aonghus Lawlor, Jakim Berndsen, and Ciara Feely. 2022. Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners. User Modeling and User-Adapted Interaction 32, 5 (Nov. 2022), 787--838. https: //doi.org/10.1007/s11257-021-09299--3
[31]
Lindsay T. Starling and Michael I. Lambert. 2018. Monitoring Rugby Players for Fitness and Fatigue: What Do Coaches Want? International Journal of Sports Physiology and Performance 13, 6 (July 2018), 777--782. https://doi.org/10.1123/ ijspp.2017-0416
[32]
Vitor Teixeira, Silvia M. Voci, Raquel S. Mendes-Netto, and Danielle G. Da Silva. 2018. The relative validity of a food record using the smartphone application MyFitnessPal. Nutrition & Dietetics 75, 2 (April 2018), 219--225. https://doi.org/ 10.1111/1747-0080.12401
[33]
Emer Van Ryswyk, Richard Weeks, Laura Bandick, Michaela O'Keefe, Andrew Vakulin, Peter Catcheside, Laura Barger, Andrew Potter, Nick Poulos, Jarryd Wallace, and Nick A. Antic. 2017. A novel sleep optimisation programme to improve athletes? well-being and performance. European Journal of Sport Science 17, 2 (March 2017), 144--151. https://doi.org/10.1080/17461391.2016.1221470
[34]
WHOOP. 2024. WHOOP. https://www.whoop.com/au/en/the-data/

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      cover image ACM Conferences
      UbiComp '24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing
      October 2024
      1032 pages
      ISBN:9798400710582
      DOI:10.1145/3675094
      This work is licensed under a Creative Commons Attribution International 4.0 License.

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      Published: 05 October 2024

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      Author Tags

      1. athletes
      2. personal informatics
      3. sporthci
      4. tracking
      5. user needs
      6. wearables

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