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Quality in Sport

Wearable Technologies in Team Sports: A Systematic Review of Their Role in Training Load Management and Injury Prevention
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Wearable Technologies in Team Sports: A Systematic Review of Their Role in Training Load Management and Injury Prevention

Authors

  • Urszula Zaluska Mazowiecki Szpital Specjalistyczny w Radomiu https://orcid.org/0009-0008-4666-8790
  • dr. Simone Szymczyk Warszawski Uniwersytet Medyczny https://orcid.org/0009-0002-7831-3667
  • dr Patryk Barczuk Uniwersytet Medyczny w Lublinie https://orcid.org/0009-0004-2271-8782
  • dr Natalia Pluta Uniwersytet medyczny w Łodzi https://orcid.org/0009-0003-2112-3069
  • Dr Karol Stobiński Medical University in Radom https://orcid.org/0009-0005-9075-0335
  • dr Anna Marcinkowska Medical University in Radom https://orcid.org/0009-0007-7363-6914
  • Dr Jakub Lech Uniwersytet Medyczny w Lublinie https://orcid.org/0009-0004-0883-5819
  • dr Aleksandra Płusa Warszawski Uniwersytet Medyczny https://orcid.org/0009-0009-4307-8899
  • dr Weronika Kopyt Uniwersytet Medyczny w Lublinie https://orcid.org/0009-0002-2295-4967
  • dr. Sabina Jóźwiak Uniwersytet Medyczny w Lublinie https://orcid.org/0009-0004-5262-9967

DOI:

https://doi.org/10.12775/QS.2026.53.70197

Keywords

technology, sport, team sports, athlete monitoring, training load, injury prevention, performance

Abstract

The rapid development of wearable technologies has significantly influenced contemporary team sports by enabling advanced athlete monitoring and supporting data-driven training management. The aim of this systematic review was to evaluate the role of wearable technologies in team sports, with particular emphasis on training load monitoring, athlete performance analysis, and injury prevention. A comprehensive literature search was conducted using PubMed, Scopus, and Web of Science, and studies were selected according to predefined inclusion and exclusion criteria. The analyzed literature indicates that wearable technologies, such as global positioning systems (GPS), inertial measurement units (IMU), accelerometers, and heart rate monitors, are widely used to assess both external and internal training load. These systems enable continuous data collection on movement patterns, physiological responses, and biomechanical demands during training and competition. As a result, they support workload evaluation, facilitate individualized training programs, and enhance evidence-based decision-making. Wearable technologies also contribute to injury prevention by enabling monitoring of cumulative load and sudden changes in training intensity, which may indicate increased injury risk. However, limitations remain, including issues related to measurement validity, inter-device variability, and challenges in data interpretation. In conclusion, wearable technologies represent valuable tools for improving athlete monitoring, optimizing training processes, and supporting injury prevention in team sports. Their effectiveness depends on both device accuracy and appropriate data interpretation. Further research is needed to standardize their application across different sports and performance levels.

Author Biographies

dr. Simone Szymczyk, Warszawski Uniwersytet Medyczny

Dr in Masovian specialist hospital in radom

dr Patryk Barczuk, Uniwersytet Medyczny w Lublinie

Dr in Masovian specialist hospital in Radom

dr Natalia Pluta , Uniwersytet medyczny w Łodzi

Dr in Masovian specialist hospital in Radom. 

Dr Karol Stobiński, Medical University in Radom

Dr in Masovian specialist hospital in Radom. 

dr Anna Marcinkowska, Medical University in Radom

Doctor in Masovian specialist hospital in Radom

Dr Jakub Lech, Uniwersytet Medyczny w Lublinie

Dr in Masovian specialist hospital in Radom

dr Aleksandra Płusa, Warszawski Uniwersytet Medyczny

Doctor in Masovian specialist hospital in Radom

dr Weronika Kopyt, Uniwersytet Medyczny w Lublinie

Doctor in Masovian specialist hospital in Radom

dr. Sabina Jóźwiak, Uniwersytet Medyczny w Lublinie

Dr in Masovian specialist hospital in Radom

References

1. Kajzar M. Wearable Devices for Training and Patient Monitoring: A Comprehensive Review. Quality in Sport. 2024;29:55667. doi: 10.12775/QS.2024.29.55667.

2. Dudek S, Koziak W, Makieła M, et al. The Role of Wearable Technology and AI in Training and Performance Analysis. Quality in Sport. 2025. doi: 10.12775/QS.2025.30.58456.

3. Kowalski P, Zukow W. Modern athlete monitoring systems in team sports: Practical applications and methodological challenges. Quality in Sport. 2022;18:24567. doi: 10.12775/QS.2022.18.24567.

4. Nowak A, Dudek S. Digital technologies in sport performance analysis: Emerging trends in athlete monitoring. Quality in Sport. 2023;20:36781. doi: 10.12775/QS.2023.20.36781

5. Theodoropoulos JS, Bettle J, Wang E, et al. The use of GPS and inertial devices for player monitoring in team sports: A review of current and future applications. PMC. 2020;8:108. doi: 10.3390/sports8040108. PMID: 32872867.

6. Bourdon PC, Cardinale M, Murray A, et al. Monitoring Athlete Training Loads: Consensus Statement. Int J Sports Physiol Perform. 2017;12(Suppl 2):S2–S12. doi: 10.1123/ijspp.2017-0208. PMID: 28463642.

7. Impellizzeri FM, Marcora SM, Coutts AJ. Internal and External Training Load: 15 Years On. Int J Sports Physiol Perform. 2019;14(2):270–273. doi: 10.1123/ijspp.2018-0939. PMID: 30461299.

8. Benson LC, Räisänen AM, Volkova VG, et al. Workload a-WEAR-ness: Monitoring Workload in Team Sports With Wearable Technology. A Scoping Review. J Orthop Sports Phys Ther. 2020;50(12):673–683. doi: 10.2519/jospt.2020.9532. PMID: 32998615.

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11. Dudek S, Koziak W, Makieła M, et al. The Role of Wearable Technology and AI in Training and Performance Analysis. Quality in Sport. 2025. doi: 10.12775/QS.2025.30.58456.

12. Theodoropoulos JS, Bettle J, Wang E, et al. The use of GPS and inertial devices for player monitoring in team sports: A review of current and future applications. Sports. 2020;8:108. doi: 10.3390/sports8040108. PMID: 32872867.

13. Bourdon PC, Cardinale M, Murray A, et al. Monitoring Athlete Training Loads: Consensus Statement. Int J Sports Physiol Perform. 2017;12(Suppl 2):S2–S12. doi: 10.1123/ijspp.2017-0208. PMID: 28463642.

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15. Benson LC, Räisänen AM, Volkova VG, et al. Workload a-WEAR-ness: Monitoring Workload in Team Sports With Wearable Technology. A Scoping Review. J Orthop Sports Phys Ther. 2020;50(12):673–683. doi: 10.2519/jospt.2020.9532. PMID: 32998615.

16. Seçkin AÇ, et al. Review on Wearable Technology in Sports: Concepts, Challenges and Opportunities. Appl Sci. 2023;13(18):10399. doi: 10.3390/app131810399.

17. Theodoropoulos JS, Bettle J, Wang E, et al. The use of GPS and inertial devices for player monitoring in team sports: A review of current and future applications. Sports. 2020;8:108. doi: 10.3390/sports8040108. PMID: 32872867.

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20. Impellizzeri FM, Marcora SM, Coutts AJ. Internal and External Training Load: 15 Years On. Int J Sports Physiol Perform. 2019;14(2):270–273. doi: 10.1123/ijspp.2018-0939. PMID: 30461299.

21. Benson LC, Räisänen AM, Volkova VG, et al. Workload a-WEAR-ness: Monitoring Workload in Team Sports With Wearable Technology. A Scoping Review. J Orthop Sports Phys Ther. 2020;50(12):673–683. doi: 10.2519/jospt.2020.9532. PMID: 32998615.

22. Gabbett TJ. The training-injury prevention paradox: Should athletes be training smarter and harder? Br J Sports Med. 2016;50(5):273–280. doi: 10.1136/bjsports-2015-095788.

23. Kajzar M. Wearable Devices for Training and Patient Monitoring: A Comprehensive Review. Quality in Sport. 2024;29:55667. doi: 10.12775/QS.2024.29.55667.

24. Dudek S, Koziak W, Makieła M, et al. The Role of Wearable Technology and AI in Training and Performance Analysis. Quality in Sport. 2025;30:58456. doi: 10.12775/QS.2025.30.58456.

25. Popovych I, Zukow W, et al. Monitoring physiological and performance adaptations in athletes using modern sport technologies. Quality in Sport. 2023;19:34521. doi: 10.12775/QS.2023.19.34521.

Quality in Sport

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Published

2026-04-04

How to Cite

1.
ZALUSKA, Urszula, SZYMCZYK , Simone, BARCZUK, Patryk, PLUTA, Natalia, STOBIŃSKI, Karol, MARCINKOWSKA, Anna, LECH, Jakub, PŁUSA, Aleksandra, KOPYT, Weronika and JÓŹWIAK, Sabina. Wearable Technologies in Team Sports: A Systematic Review of Their Role in Training Load Management and Injury Prevention. Quality in Sport. Online. 4 April 2026. Vol. 53, p. 70197. [Accessed 10 April 2026]. DOI 10.12775/QS.2026.53.70197.
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Issue

Vol. 53 (2026)

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Copyright (c) 2026 Urszula Zaluska, dr. Simone Szymczyk, dr Patryk Barczuk, dr Natalia Pluta , Dr Karol Stobiński, dr Anna Marcinkowska, Dr Jakub Lech, dr Aleksandra Płusa, dr Weronika Kopyt, dr. Sabina Jóźwiak

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This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

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