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Bibliometric Analysis of EEG Studies in Sports

Year 2024, Volume: 12 Issue: 4, 354 - 364

Abstract

This study aims to examine 566 studies published between 1998 and 2023 in the fields of sports and EEG from a bibliometric perspective. EEG is a noninvasive tool for evaluating cognitive and psychomotor performance in sports. Advances in EEG technology and methodologies have expanded its applications in sports research, demonstrating its potential to improve athletes' training, assess performance, and understand expertise. Document analysis was used to analyze the data. Studies on sports and EEG in the WoS database were used as the research data collection tool. Analyzes were made through the VOSviewer program. It has been determined that the historical process in the researched area started in 1998, and until today, most of the studies have been done in the USA. Other findings obtained were examined in detail in the results section. The results obtained contribute to determining the level of development in the subject under study, the field's strong or weak points, and the researchers' focus points.

Ethical Statement

This study is not included in the study group that requires ethics committee permission.

References

  • Cheng, M. Y., Yu, C. L., An, X., Wang, L., Tsai, C. L., Qi, F., & Wang, K. P. (2024). Evaluating EEG neurofeedback in sport psychology: a systematic review of RCT studies for insights into mechanisms and performance improvement. Frontiers in Psychology, 15, 1331997.
  • Corrado, S., Tosti, B., Mancone, S., Di Libero, T., Rodio, A., Andrade, A., & Diotaiuti, P. (2024). Improving mental skills in precision sports by using neurofeedback training: a narrative review. Sports, 12(3), 70.
  • Dora, M., & Holcman, D. (2022). Adaptive single-channel EEG artifact removal with applications to clinical monitoring. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 286-295.
  • Fang, Q., Fang, C., Li, L., & Song, Y. (2022). Impact of sport training on adaptations in neural functioning and behavioral performance: A scoping review with meta-analysis on EEG research. Journal of Exercise Science & Fitness, 20(3), 206-215.
  • Hasan, T. F., & Tatum IV, W. O. (2021). Ambulatory EEG usefulness in epilepsy management. Journal of Clinical Neurophysiology, 38(2), 101-111.
  • Hatfield, B. D., Jaquess, K. J., Lo, L., and Oh, H. (2020). The cognitive and affective neuroscience of superior athletic performance: Handbook of sport psychology. Hoboken, NJ: Wiley, 487–512. doi: 10.1002/9781119568124.ch23
  • Hussain, A., & Ahmad, S. (2023). Mapping the Literature on Artificial Intelligence in Academic Libraries: A Bibliometrics Approach. Science & Technology Libraries, 1-16.
  • Jeunet, C., Tonin, L., Albert, L., Chavarriaga, R., Bideau, B., Argelaguet, F., ... & Kulpa, R. (2020). Uncovering EEG correlates of covert attention in soccer goalkeepers: towards innovative sport training procedures. Scientific Reports, 10(1), 1705.
  • Kober, S. E., Neuper, C., and Wood, G. (2020). Differential effects of up- and down-regulation of SMR coherence on EEG activity and memory performance: A neurofeedback training study. Frontiers Human Neuroscience 14:606684. doi: 10.3389/fnhum.2020.606684
  • Lee, H. W., Cho, H., Lasko, E., Kim, J. W., & Kwon, W. (2020). From knowing the game to enjoying the game: EEG/ERP assessment of emotional processing. International Journal of Sports Marketing and Sponsorship, 21(2), 305-323.
  • Mikicin, M., Sczypanska, M., & Skwarek, K. (2018). Neurofeedback needs support! Effects of neurofeedback-EEG training in terms of the level of attention and arousal control in sports shooters. Baltic Journal of Health and Physical Activity, 10(3), 8.
  • Park, J. L., Fairweather, M. M., & Donaldson, D. I. (2015). Making the case for mobile cognition: EEG and sports performance. Neuroscience & Biobehavioral Reviews, 52, 117-130.
  • Parr, J. V., Gallicchio, G., & Wood, G. (2023). EEG correlates of verbal and conscious processing of motor control in sport and human movement: a systematic review. International Review of Sport and Exercise Psychology, 16(1), 396-427.
  • Soós, S., & Kiss, A. (2020). Informetrics and the study of science–society communications: a bibliometric scoping review. Scientometrics, 124, 825-842.
  • Tharawadeepimuk, K., & Wongsawat, Y. (2021). Quantitative EEG in sports: performance level estimation of professional female soccer players. Health Information Science and Systems, 9, 1-15.
  • Tseng, Y. L., Lee, C. H., Chiu, Y. N., Tsai, W. C., Wang, J. S., Wu, W. C., & Chien, Y. L. (2024). Characterizing autism spectrum disorder through fusion of local cortical activation and global functional connectivity using game-based stimuli and a mobile eeg system. IEEE Transactions on Neural Systems and Rehabilitation Engineering.
  • Yu, L., & Yu, Z. (2023). Qualitative and quantitative analyses of artificial intelligence ethics in education using VOSviewer and CitNetExplorer. Frontiers in Psychology, 14, 1061778.

Bibliometric Analysis of EEG Studies in Sports

Year 2024, Volume: 12 Issue: 4, 354 - 364

Abstract

This study aims to examine 566 studies published between 1998 and 2023 in the fields of sports and EEG from a bibliometric perspective. EEG is a noninvasive tool for evaluating cognitive and psychomotor performance in sports. Advances in EEG technology and methodologies have expanded its applications in sports research, demonstrating its potential to improve athletes' training, assess performance, and understand expertise. Document analysis was used to analyze the data. Studies on sports and EEG in the WoS database were used as the research data collection tool. Analyzes were made through the VOSviewer program. It has been determined that the historical process in the researched area started in 1998, and until today, most of the studies have been done in the USA. Other findings obtained were examined in detail in the results section. The results obtained contribute to determining the level of development in the subject under study, the field's strong or weak points, and the researchers' focus points.

Ethical Statement

Bu çalışma, etik kurul izni gerektiren çalışma grubunda yer almamaktadır.

References

  • Cheng, M. Y., Yu, C. L., An, X., Wang, L., Tsai, C. L., Qi, F., & Wang, K. P. (2024). Evaluating EEG neurofeedback in sport psychology: a systematic review of RCT studies for insights into mechanisms and performance improvement. Frontiers in Psychology, 15, 1331997.
  • Corrado, S., Tosti, B., Mancone, S., Di Libero, T., Rodio, A., Andrade, A., & Diotaiuti, P. (2024). Improving mental skills in precision sports by using neurofeedback training: a narrative review. Sports, 12(3), 70.
  • Dora, M., & Holcman, D. (2022). Adaptive single-channel EEG artifact removal with applications to clinical monitoring. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 286-295.
  • Fang, Q., Fang, C., Li, L., & Song, Y. (2022). Impact of sport training on adaptations in neural functioning and behavioral performance: A scoping review with meta-analysis on EEG research. Journal of Exercise Science & Fitness, 20(3), 206-215.
  • Hasan, T. F., & Tatum IV, W. O. (2021). Ambulatory EEG usefulness in epilepsy management. Journal of Clinical Neurophysiology, 38(2), 101-111.
  • Hatfield, B. D., Jaquess, K. J., Lo, L., and Oh, H. (2020). The cognitive and affective neuroscience of superior athletic performance: Handbook of sport psychology. Hoboken, NJ: Wiley, 487–512. doi: 10.1002/9781119568124.ch23
  • Hussain, A., & Ahmad, S. (2023). Mapping the Literature on Artificial Intelligence in Academic Libraries: A Bibliometrics Approach. Science & Technology Libraries, 1-16.
  • Jeunet, C., Tonin, L., Albert, L., Chavarriaga, R., Bideau, B., Argelaguet, F., ... & Kulpa, R. (2020). Uncovering EEG correlates of covert attention in soccer goalkeepers: towards innovative sport training procedures. Scientific Reports, 10(1), 1705.
  • Kober, S. E., Neuper, C., and Wood, G. (2020). Differential effects of up- and down-regulation of SMR coherence on EEG activity and memory performance: A neurofeedback training study. Frontiers Human Neuroscience 14:606684. doi: 10.3389/fnhum.2020.606684
  • Lee, H. W., Cho, H., Lasko, E., Kim, J. W., & Kwon, W. (2020). From knowing the game to enjoying the game: EEG/ERP assessment of emotional processing. International Journal of Sports Marketing and Sponsorship, 21(2), 305-323.
  • Mikicin, M., Sczypanska, M., & Skwarek, K. (2018). Neurofeedback needs support! Effects of neurofeedback-EEG training in terms of the level of attention and arousal control in sports shooters. Baltic Journal of Health and Physical Activity, 10(3), 8.
  • Park, J. L., Fairweather, M. M., & Donaldson, D. I. (2015). Making the case for mobile cognition: EEG and sports performance. Neuroscience & Biobehavioral Reviews, 52, 117-130.
  • Parr, J. V., Gallicchio, G., & Wood, G. (2023). EEG correlates of verbal and conscious processing of motor control in sport and human movement: a systematic review. International Review of Sport and Exercise Psychology, 16(1), 396-427.
  • Soós, S., & Kiss, A. (2020). Informetrics and the study of science–society communications: a bibliometric scoping review. Scientometrics, 124, 825-842.
  • Tharawadeepimuk, K., & Wongsawat, Y. (2021). Quantitative EEG in sports: performance level estimation of professional female soccer players. Health Information Science and Systems, 9, 1-15.
  • Tseng, Y. L., Lee, C. H., Chiu, Y. N., Tsai, W. C., Wang, J. S., Wu, W. C., & Chien, Y. L. (2024). Characterizing autism spectrum disorder through fusion of local cortical activation and global functional connectivity using game-based stimuli and a mobile eeg system. IEEE Transactions on Neural Systems and Rehabilitation Engineering.
  • Yu, L., & Yu, Z. (2023). Qualitative and quantitative analyses of artificial intelligence ethics in education using VOSviewer and CitNetExplorer. Frontiers in Psychology, 14, 1061778.
There are 17 citations in total.

Details

Primary Language English
Subjects Physical Activity and Health, Sports Science and Exercise (Other)
Journal Section Articles
Authors

Emre Belli 0000-0001-8435-2529

Özlem Ece Başoğlu 0009-0008-6352-0501

Early Pub Date December 25, 2024
Publication Date
Submission Date February 15, 2024
Acceptance Date November 18, 2024
Published in Issue Year 2024 Volume: 12 Issue: 4

Cite

APA Belli, E., & Başoğlu, Ö. E. (2024). Bibliometric Analysis of EEG Studies in Sports. International Journal of Sport Culture and Science, 12(4), 354-364.
IntJSCS is published by International Science Culture and Sport Association (ISCSA).