title: A comparison of visual search strategies of elite and non-elite tennis players through cluster analysis.
abstract: Considerable research has documented that successful performance in interceptive tasks (such as return of serve in tennis) is based on the performers' capability to capture appropriate anticipatory information prior to the flight path of the approaching object. Athletes of higher skill tend to fixate on different locations in the playing environment prior to initiation of a skill than their lesser skilled counterparts. The purpose of this study was to examine visual search behaviour strategies of elite (world ranked) tennis players and non-ranked competitive tennis players (n = 43) utilising cluster analysis. The results of hierarchical (Ward's method) and nonhierarchical (k means) cluster analyses revealed three different clusters. The clustering method distinguished visual behaviour of high, middle-and low-ranked players. Specifically, high-ranked players demonstrated longer mean fixation duration and lower variation of visual search than middle-and low-ranked players. In conclusion, the results demonstrated that cluster analysis is a useful tool for detecting and analysing the areas of interest for use in experimental analysis of expertise and to distinguish visual search variables among participants'.
authors.affiliation: a Department of Kinesiology , East Carolina University , Greenville , NC , USA.
authors.forename: Nicholas P
authors.initials: NP
authors.lastname: Murray
authors.affiliation: b RightEye , LLC, Chief Science Officer , Bethesda , MD , USA.
authors.forename: Melissa
authors.initials: M
authors.lastname: Hunfalvay
mesh_terms: D000293:Adolescent; D000328:Adult; D056352:Athletes; D054874:Athletic Performance; D001288:Attention; D016000:Cluster Analysis; D003163:Competitive Behavior; D005260:Female; D006801:Humans; D008297:Male; D013647:Task Performance and Analysis; D013715:Tennis; D014785:Vision, Ocular; D055815:Young Adult
keywords: Visual search; cluster analysis; expertise; fixations; tennis