Badminton as a dynamic system - A new method for analyzing badminton matches based on perturbations

被引:0
|
作者
Hammes, Fabian [1 ,2 ]
Link, Daniel [1 ]
机构
[1] Tech Univ Munich, Chair Performance Anal & Sports Informat, Dept Sport & Hlth Sci, Munich, Germany
[2] Tech Univ Munich, Chair Performance Anal & Sports Informat, Dept Sport & Hlth Sci, Georg Brauchle Ring 60-62, D-80992 Munich, Germany
关键词
Match analysis; performance analysis; player profiling; observational system; perturbations; SPORT; PRESSURE; CHOKING;
D O I
10.1080/02640414.2024.2323327
中图分类号
G8 [体育];
学科分类号
04 ; 0403 ;
摘要
This study presents a method for analysing badminton matches based on the concept of perturbations. We transfer this principle to a badminton rally and describe the decisive shot, which turns a balanced situation into an advantage for one team or one player. Our paper proposes an observational system, which models the decisive shots by using four consecutive actions: impulse (the perturbation), follow-up, survival, and convert. To test the objectivity of the operationalization, independent raters analysed six matches in the singles disciplines of the 2022 World Championships. To evaluate rater agreement, Jaccard coefficient and Cohen's kappa were used. Results show an agreement in identifying impulses of J(R1, R2) = .80, while the agreement in classifying the impulse type (positive/negative) reached kappa = .70. A comparison of this perturbation-based analysis and last shot analyses shows significantly different results. Direct errors usually occur in the midcourt (56.4%), whereas most negative perturbations originate from the backcourt (40.0%). In contrast to direct winners, mostly originating from a smash (45.5%), most positive perturbations are created by net shots (30.1%). We argue that our method can be complementary to common last shot analyses and provides a possibility to describe players' strengths and weaknesses in more detail.
引用
收藏
页码:160 / 168
页数:9
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