The effect of sports expertise on the performance of orienteering athletes' real scene image recognition and their visual search characteristics.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
14 Sep 2024
Historique:
received: 30 01 2024
accepted: 05 09 2024
medline: 15 9 2024
pubmed: 15 9 2024
entrez: 14 9 2024
Statut: epublish

Résumé

As a sport conducted in dynamically changing natural environments, orienteering places high demands on athletes' cognitive processing abilities and visual search efficiency. However, previous studies on orienteering have been primarily limited by the use of fixed stimulus materials on computer screens, which are unable to fully simulate authentic sports scenarios. To better understand the sports expertise of orienteering athletes in terms of their real scene image recognition performance and visual search characteristics, this study recruited 40 orienteering athletes, both experts and novices, as participants. By utilizing eye-tracking technology and setting observation points in real-world scenarios to conduct image recognition task tests, the ecological validity of the experiment was further enhanced. The results showed that the experts demonstrated a high level of accuracy and a short response time, with visual search characteristics including few saccade counts, low fixation frequency, concentrated fixation points, simple and clear fixation paths, and higher visual search efficiency. This study further reveals that long-term specialized training will lead to the formation of a unique cognitive structure related to the specific knowledge and long-term memory required by expert orienteering athletes, thereby promoting the development of expert advantage.

Identifiants

pubmed: 39277647
doi: 10.1038/s41598-024-72251-z
pii: 10.1038/s41598-024-72251-z
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

21498

Subventions

Organisme : Humanities and Social Sciences Programme, Ministry of Education
ID : 23YJAH087
Organisme : Shaanxi Normal University High-level Achievement Cultivation Programme
ID : 2022BA002

Informations de copyright

© 2024. The Author(s).

Références

Kang, T. H. & Xue, X. Recognition of action and intention in real-world scene perception. Adv. Psychol. Sci. 09, 1617–1623 (2018).
doi: 10.3724/SP.J.1042.2018.01617
Laura, W. R. & Malik, J. When is scene identification just texture recognition?. Vis. Res. 44(19), 2301–2311 (2004).
doi: 10.1016/j.visres.2004.04.006
Guo, L. M., Yang, W. L. & Liu, Y. Study on visual features of picture recognition of orienteers in realistic scenes. China Sports Sci. Technol. https://doi.org/10.16470/j.csst.2023060 (2023).
doi: 10.16470/j.csst.2023060
Sun, Y., Gu, C., Zhou, X. & Shang, R. A. The impact of task characteristics on online group participation behavior: A study using information processing theory. Ind. Manag. Data Syst. 9, 2269–2293 (2023).
doi: 10.1108/IMDS-10-2022-0636
Zhou, C. L. & Liu, W. N. Review on cognitive advantages in competitives sports. China Sport Sci. 10, 13–22. https://doi.org/10.16469/j.css.2010.10.012 (2010).
doi: 10.16469/j.css.2010.10.012
Zhao, L., Ran, G. M. & Chen, X. Types and neural mechanisms of visual anticipation. J. Psychol. Sci. 03, 567–572. https://doi.org/10.16719/j.cnki.1671-6981.2014.03.013 (2014).
doi: 10.16719/j.cnki.1671-6981.2014.03.013
Liu, Y., Qi, C. Z. & Qin, J. Research paradigms and application of visual motion tracking in sports. J. Wuhan Sports Univ. 08, 78–84. https://doi.org/10.15930/j.cnki.wtxb.2018.08.013 (2018).
doi: 10.15930/j.cnki.wtxb.2018.08.013
Zhang, W., Song, Y. & Liu, Y. A study of brain processing characteristics of orienteers under different cognitive tasks: Evidence from fNIRS. J. Capit. Univ. Phys. Educ. Sports. https://doi.org/10.14036/j.cnki.cn11-4513.2023.02.008 (2023).
doi: 10.14036/j.cnki.cn11-4513.2023.02.008
Li, Y. et al. Visual search strategies of performance monitoring used in action anticipation of basketball players. Brain Behav. 12, e3298–e3298 (2023).
doi: 10.1002/brb3.3298
Liu, Y., Zhi, H., Wu, L., Wang, M. & Zhai, L. Visual search behaviors in the penalty decision-making of race-walking referees. J. Shanghai Univ. Sport. 05, 41–51. https://doi.org/10.16099/j.sus.2022.12.22.0004 (2024).
doi: 10.16099/j.sus.2022.12.22.0004
Negi, S. & Mitra, R. Fixation duration and the learning process: An eye tracking study with subtitled videos. J. Eye Mov. Res. https://doi.org/10.16910/jemr.13.6.1 (2020).
doi: 10.16910/jemr.13.6.1 pubmed: 33828811 pmcid: 8012014
Liu, Y. & He, J. P. Study on visual search characteristics of orienteers in the process of map reading. China Sports Sci. Technol. https://doi.org/10.16470/j.csst.201804014 (2018).
doi: 10.16470/j.csst.201804014
Liu, T. Y., Zhou, C. L. & Wang, B. Y. Epee athletes’ visual search features and ERP study on timing judgment. J. Shanghai Univ. Sport. 06, 45–49. https://doi.org/10.16099/j.cnki.jsus.2013.06.011 (2023).
doi: 10.16099/j.cnki.jsus.2013.06.011
Zhang, J. C., Shi, Z. H., Li, A. M., Wang, L. Y. & Zhang, Y. H. The feature of cognitive processing during serve-rotation judgment of table tennis players. China Sport Sci. 01, 42–51. https://doi.org/10.16469/j.css.2013.01.008 (2013).
doi: 10.16469/j.css.2013.01.008
Liu, Y. & Tang, S. J. Research on the influence of map-reading methods and maps difficulty on orienteers’ map-reading decision performance and visual search characteristics. J. Psychol. Sci. 06, 1314–1321. https://doi.org/10.16719/j.cnki.1671-6981.20220605 (2022).
doi: 10.16719/j.cnki.1671-6981.20220605
Yi, Y., Liu, J. R., Zhang, Y., Tang, S. J. & Liu, Y. Behavioural performance and brain processing characteristics of orienteering athletes’ mental rotation ability under different cognitive load conditions. J. Phys. Educ. https://doi.org/10.16237/j.cnki.cn44-1404/g8.2022.02.017 (2011).
doi: 10.16237/j.cnki.cn44-1404/g8.2022.02.017
Brams, S. et al. The relationship between gaze behavior, expertise, and performance: A systematic review. Psychol. Bull. 10, 980–1027 (2019).
doi: 10.1037/bul0000207
Liu, Y. & He, J. P. Visual memory characteristics and processing strategies of orienteers under different task scenarios. J. Phys. Educ. 01, 64–70. https://doi.org/10.16237/j.cnki.cn44-1404/g8.2017.01.008 (2017).
doi: 10.16237/j.cnki.cn44-1404/g8.2017.01.008
Williams, A. M., Ward, P., Knowles, J. M. & Smeeton, N. J. Anticipation skill in a real-world task: Measurement, training, and transfer in tennis. J. Exp. Psychol. Appl. 8(4), 259–270. https://doi.org/10.1037/1076-898x.8.4.259 (2002).
doi: 10.1037/1076-898x.8.4.259 pubmed: 12570100
Zhang, T. M. An analysis of visual search patterns adopted in the task of volleyball players estimating served ball landing points. J. Phys. Educ. 06, 63–70. https://doi.org/10.16237/j.cnki.cn44-1404/g8.20161010.006 (2016).
doi: 10.16237/j.cnki.cn44-1404/g8.20161010.006
Qi, C. Z., He, M. Y. & Wang, H. Y. Memory traces of sports expertise: Brain mechanism underlying sports experts’ attentional superiority. J. Wuhan Sports Univ. 02, 68–75. https://doi.org/10.15930/j.cnki.wtxb.2021.02.010 (2021).
doi: 10.15930/j.cnki.wtxb.2021.02.010
Ju, Y. K. & Mi, J. K. Exploring visual perceptions of spatial information for wayfinding in virtual reality environments. Appl. Sci. https://doi.org/10.3390/app1010346115 (2020).
doi: 10.3390/app1010346115
van Biemen, T., Oudejans, R. R. D., Savelsbergh, G. J. P., Zwenk, F. & Mann, D. L. Into the eyes of the referee: A comparison of elite and sub-elite football referees’ on-field visual search behaviour when making foul judgements. Int. J. Sports Sci. Coach. https://doi.org/10.1177/17479541211069469 (2023).
doi: 10.1177/17479541211069469
Faul, F., Erdfelder, E., Buchner, A. & Lang, A. G. Statistical power analyses using G*Power 31: Tests for correlation and regression analyses. Behav. Res. Methods. 41(4), 1149–1160. https://doi.org/10.3758/BRM.41.4.1149 (2009).
doi: 10.3758/BRM.41.4.1149 pubmed: 19897823
Swann, C., Moran, A. & Piggott, D. Defining elite athletes: Issues in the study of expert performance in sport psychology. Psychol. Sport Exerc. 16(part 1), 3–14. https://doi.org/10.1016/j.psychsport.2014.07.004 (2015).
doi: 10.1016/j.psychsport.2014.07.004
Wang, G. H., Tian, L. H., Nie, S. X., Zhu, K. & Liang, Y. Z. Research on eye-tracking indicators for cognitive load representation in multimedia learning. e-Educ. Res. https://doi.org/10.13811/j.cnki.eer.2023.10.008 (2023).
doi: 10.13811/j.cnki.eer.2023.10.008
Yan, Z. M., Guo, X. L. & Wang, R. The review of eye movement index in the multimedia learning. Modern Educ. Technol.. 05, 33–39 (2018).
Wang, J., Antonenko, P. D. & Dawson, K. M. Does visual attention to the instructor in online video affect learning and learner perceptions? An eye-tracking analysis. Comput. Educ. 146, 103779–103779. https://doi.org/10.1016/j.compedu.2019.103779 (2020).
doi: 10.1016/j.compedu.2019.103779
Guo, C., Ding, D. Q., Zheng, L. & Tang, C. F. a study on the mental rotaton ability of orienteering expert-novice from the perspective of embodied cognition. J. Beijing Sport Univ. 09, 106–117. https://doi.org/10.19582/j.cnki.11-3785/g8.2023.09.011 (2023).
doi: 10.19582/j.cnki.11-3785/g8.2023.09.011
Williams, M. A. & Davids, K. Declarative knowledge in sport: A by-product of experience or a characteristic of expertise?. J. Sport Exerc. Psychol. 17, 259–275. https://doi.org/10.1123/JSEP.17.3.259 (1995).
doi: 10.1123/JSEP.17.3.259
Russell, S., Jenkins, D. G., Halson, S. L., Juliff, L. E. & Kelly, V. G. How do elite female team sport athletes experience mental fatigue? Comparison between international competition, training and preparation camps. Eur. J. Sport Sci. 22(6), 877–887. https://doi.org/10.1080/17461391.2021.1897165 (2022).
doi: 10.1080/17461391.2021.1897165 pubmed: 33764275
Che, J. S., Sun, H. L., Xiao, C. J. & Li, A. M. Why does information overload damage decision making? Explanations based on limited cognitive resources. Adv. Psychol. Sci. 10, 1758–1768. https://doi.org/10.3724/SP.J.1042.2019.01758 (2019).
doi: 10.3724/SP.J.1042.2019.01758
Williams, A. M. & Ford, P. R. Expertise and expert performance in sport. Int. Rev. Sport Exerc. Psychol. 1(1), 4–18. https://doi.org/10.1080/17509840701836867 (2008).
doi: 10.1080/17509840701836867
Feng, J. J. & Zhang, H. J. Analysis on the perception theory of skill operation-based on indirect perception and direct perception theory. J. Chengdu Sport Univ. 02, 15–19. https://doi.org/10.15942/j.jcsu.2013.02.003 (2013).
doi: 10.15942/j.jcsu.2013.02.003
Williams, A. M., Ford, P. R., Eccles, D. W. & Ward, P. Perceptual-cognitive expertise in sport and its acquisition: Implications for applied cognitive psychology. Appl. Cogn. Psychol. 3, 432–442. https://doi.org/10.1002/acp.1710 (2011).
doi: 10.1002/acp.1710
Panchuk, D. & Vickers, J. N. Gaze behaviors of goaltenders under spatial-temporal constraints. Hum. Mov. Sci. 25(6), 733–752. https://doi.org/10.1016/j.humov.2006.07.001 (2006).
doi: 10.1016/j.humov.2006.07.001 pubmed: 17050024
Vaeyens, R., Lenoir, M., Williams, A. M., Mazyn, L. & Philippaerts, R. M. The effects of task constraints on visual search behavior and decision-making skill in youth soccer players. J. Sport Exerc. Psychol. 29(2), 147–169. https://doi.org/10.1123/jsep.29.2.147 (2007).
doi: 10.1123/jsep.29.2.147 pubmed: 17568064
Ribeiro, L. D. C., Figueiredo, L., Morales, J. P. & Greco, P. J. Tactical knowledge and visual search analysis of female handball athletes from different age groups. J. Phys. Educ. Sport. 21(2), 948–955 (2021).
Tang, S. J., Qin, K. Y., Li, Y., Bao, S. B. & Liu, Y. Study on spatial distance perception characteristics of orienteers: Evidences from behavioral and fNIRS. China Sport Sci. Technol. 59(03), 20–27+36. https://doi.org/10.16470/j.csst.2022046 (2023).
doi: 10.16470/j.csst.2022046
Shi, P. et al. Features of visual infoumation processing in “3V2” attack tactical decision scenario of football players. J. Cap. Univ. Phys. Educ. Sports. 35(02), 187–195. https://doi.org/10.14036/j.cnki.cn11-4513.2023.02.009 (2023).
doi: 10.14036/j.cnki.cn11-4513.2023.02.009
Nian, Q., Lu, W. & Xu, Y. Effects of object working memory load on visual search in basketball players: An eye movement study. BMC Psychol. https://doi.org/10.1186/s40359-023-01488-6 (2023).
doi: 10.1186/s40359-023-01488-6 pubmed: 38115097 pmcid: 10731696
Machado, G., González-Víllora, S. & Teoldo, I. The relationship between deliberate practice, play, and futsal in childhood and adolescence and the development of different decision-making skills in professional female soccer players. Psychol. Sport Exerc. 68, 102470. https://doi.org/10.1016/j.psychsport.2023.102470 (2023).
doi: 10.1016/j.psychsport.2023.102470 pubmed: 37665910
Chu, X. Y. & Wang, Z. J. Cognitive superiority of athletic sports expert and its formation mechanisms: A perspective from automaticity and abstraction. Adv. Psychol Sci. 04, 689–699 (2024).
doi: 10.3724/SP.J.1042.2024.00689
Zhi, E. L. & Zhang, W. C. Experimental research on different periods of eye movement characteristics for smashing action graph by volleyball players. J. Tianjin Univ. Sport. 01, 29–32. https://doi.org/10.13297/j.cnki.issn1005-0000.2014.01.010 (2014).
doi: 10.13297/j.cnki.issn1005-0000.2014.01.010
Wang, X. C. & Zhou, C. L. Tennis experts’ anticipation of spatial perception based on visual occluded-evidences from eye-movements and ERPs. China Sport Sci. 33(02), 38–46. https://doi.org/10.16469/j.css.2013.02.009 (2013).
doi: 10.16469/j.css.2013.02.009
Zhang, T. M. Analysis of visual search mode in volleyball players’ task of determining service landing. J. Phys. Educ. 23(06), 63–70. https://doi.org/10.1371/journal.pone.0171330 (2016).
doi: 10.1371/journal.pone.0171330
Song, Y., Tang, S. J. & Xian, H. Research on the influence of mental rotation ability on the map recognition efficiency of orienteering players. J. Phys. Educ. 28(04), 125–130. https://doi.org/10.16237/j.cnki.cn44-1404/g8.20210604.001 (2021).
doi: 10.16237/j.cnki.cn44-1404/g8.20210604.001
Zhao, M. S., Liu, Y., Bao, S. B. & Liu, Y. The influence of task difficulty on route decision of orienteering exercise practitoners: Evidence from fNIRS. J. Shandong Sport Univ. 38(02), 110–118. https://doi.org/10.14104/j.cnki.1006-2076.2022.02.013 (2022).
doi: 10.14104/j.cnki.1006-2076.2022.02.013
Causer, J., Smeeton, N. J. & Williams, A. M. Expertise differences in anticipatory judgements during a temporally and spatially occluded task. PLoS ONE 12(2), e0171330 (2017).
doi: 10.1371/journal.pone.0171330 pubmed: 28170412 pmcid: 5295671
Xu, S. X., Wang, Z. L., Zhu, S. N. & Zhang, Q. Does cognitive load based on working memory inhibit or enhance distractor interference?. Chin. J. Appl. Psychol. https://doi.org/10.20058/j.cnki.CJAP.023041 (2023).
doi: 10.20058/j.cnki.CJAP.023041
John, S. Cognitive load theory and individual differences. Learn. Individ. Differ. https://doi.org/10.1016/j.lindif.2024.102423 (2024).
doi: 10.1016/j.lindif.2024.102423
Wu, X., Chen, X. & Liu, S. L. Visual search advantages of taekwondo athletes under dynamic threat: Evidence from ERP. J. Beijing Sport Univ. 09, 60–65. https://doi.org/10.19582/j.cnki.11-3785/g8.2017.09.010 (2017).
doi: 10.19582/j.cnki.11-3785/g8.2017.09.010
van Biemen, T., van Zanten, T. F., Savelsbergh, G. J. P. & Mann, D. L. “What needs to be seen”: An exploration into the visual anticipation behaviour of different skill-level football referees while observing long passes on-field. Hum. Mov. Sci. 85, 102980–102980 (2022).
doi: 10.1016/j.humov.2022.102980 pubmed: 35908388
Jin, P., Ge, Z. & Fan, T. Research on visual search behaviors of basketball players at different levels of sports expertise. Sci. Rep. 13(1), 1406. https://doi.org/10.1038/s41598-023-28754-2 (2023).
doi: 10.1038/s41598-023-28754-2 pubmed: 36697486 pmcid: 9876905
Xiao, K. P., Sun, J. H. & Zhang, T. M. Effects of type of serve on visual search process of volleyball players. J. Tianjin Univ. Sport. 4, 351–357. https://doi.org/10.13297/j.cnki.issn1005-0000.2016.04.014 (2016).
doi: 10.13297/j.cnki.issn1005-0000.2016.04.014
Ji, Q. C., Lu, Y. Z., Wang, Y. Y. & Zhou, C. L. The superior cognition in conflict contexts for professional football athletes: An ERP study. Sports Sci. 04, 60–65. https://doi.org/10.13598/j.issn1004-4590.2018.04.009 (2018).
doi: 10.13598/j.issn1004-4590.2018.04.009

Auteurs

Limin Guo (L)

Institute of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China.

Yang Liu (Y)

Institute of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China. liuyang0330@snnu.edu.cn.

Chao Kan (C)

Institute of Physical Education, Shaanxi Normal University, Xi'an, Shaanxi, China. kanchao@snnu.edu.cn.

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