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The effect of sports expertise on the performance of orienteering athletes’ real scene image recognition and their visual search characteristics – Scientific Reports
Kang, T. H. & Xue, X. Recognition of action and intention in real-world scene perception. Adv. Psychol. Sci. 09, 1617–1623 (2018).
Laura, W. R. & Malik, J. When is scene identification just texture recognition?. Vis. Res. 44(19), 2301–2311 (2004).
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).
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).
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).
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).
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).
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).
Li, Y. et al. Visual search strategies of performance monitoring used in action anticipation of basketball players. Brain Behav. 12, e3298–e3298 (2023).
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).
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).
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).
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).
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).
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).
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).
Brams, S. et al. The relationship between gaze behavior, expertise, and performance: A systematic review. Psychol. Bull. 10, 980–1027 (2019).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
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).
John, S. Cognitive load theory and individual differences. Learn. Individ. Differ. https://doi.org/10.1016/j.lindif.2024.102423 (2024).
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).
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).
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).
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).
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).