Methodological Issues in Soccer Talent Identification Research

被引:82
作者
Bergkamp, Tom L. G. [1 ]
Niessen, A. Susan M. [1 ]
den Hartigh, Ruud. J. R. [2 ]
Frencken, Wouter G. P. [3 ,4 ]
Meijer, Rob R. [1 ]
机构
[1] Univ Groningen, Fac Behav & Social Sci, Dept Psychometr & Stat, Grote Kruisstr 2-1, NL-9712 TS Groningen, Netherlands
[2] Univ Groningen, Fac Behav & Social Sci, Dept Dev Psychol, Grote Kruisstr 2-1, NL-9712 TS Groningen, Netherlands
[3] Univ Groningen, Univ Med Ctr Groningen, Ctr Human Movement Sci, Hanzepl 1, NL-9713 GZ Groningen, Netherlands
[4] Football Club Groningen, Groningen, Netherlands
关键词
SMALL-SIDED GAMES; YOUTH SOCCER; PERFORMANCE-CHARACTERISTICS; STEPWISE REGRESSION; EXPERT PERFORMANCE; RANGE RESTRICTION; EARLY ADOLESCENCE; TEAM SPORTS; SELECTION; PLAYERS;
D O I
10.1007/s40279-019-01113-w
中图分类号
G8 [体育];
学科分类号
04 ; 0403 ;
摘要
Talent identification research in soccer comprises the prediction of elite soccer performance. While many studies in this field have aimed to empirically relate performance characteristics to subsequent soccer success, a critical evaluation of the methodology of these studies has mostly been absent in the literature. In this position paper, we discuss advantages and limitations of the design, validity, and utility of current soccer talent identification research. Specifically, we draw on principles from selection psychology that can contribute to best practices in the context of making selection decisions across domains. Based on an extensive search of the soccer literature, we identify four methodological issues from this framework that are relevant for talent identification research, i.e. (1) the operationalization of criterion variables (the performance to be predicted) as performance levels; (2) the focus on isolated performance indicators as predictors of soccer performance; (3) the effects of range restriction on the predictive validity of predictors used in talent identification; and (4) the effect of the base rate on the utility of talent identification procedures. Based on these four issues, we highlight opportunities and challenges for future soccer talent identification studies that may contribute to developing evidence-based selection procedures. We suggest for future research to consider the use of individual soccer criterion measures, to adopt representative, high-fidelity predictors of soccer performance, and to take restriction of range and the base rate into account.
引用
收藏
页码:1317 / 1335
页数:19
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