TY - JOUR
T1 - The influence of match phase and field position on collective team behaviour in Australian Rules football
AU - Alexander, Jeremy P
AU - Spencer, Bartholomew
AU - Sweeting, Alice J
AU - Mara, Jocelyn K
AU - Robertson, Sam
PY - 2019/8/3
Y1 - 2019/8/3
N2 - This study investigated the influence of match phase and field position on collective team behaviour in Australian Rules football (AF). Data from professional male athletes (years 24.4 ± 3.7; cm 185.9 ± 7.1; kg 85.4 ± 7.1), were collected via 10 Hz global positioning system (GPS) during a competitive AFL match. Five spatiotemporal metrics (x-axis centroid, y-axis centroid, length, width, and surface area), occupancy maps, and Shannon Entropy (ShannEn) were analysed by match phase (offensive, defensive, and contested) and field position (defensive 50, defensive midfield, forward midfield, and forward 50). A multivariate analysis of variance (MANOVA) revealed that field position had a greater influence on the x-axis centroid comparative to match phase. Conversely, match phase had a greater influence on length, width, and surface area comparative to field position. Occupancy maps revealed that players repositioned behind centre when the ball was in their defensive half and moved forward of centre when the ball was in their forward half. Shannon Entropy revealed that player movement was more variable during offence and defence (ShannEn = 0.82-0.93) compared to contest (ShannEn = 0.68-0.79). Spatiotemporal metrics, occupancy maps, and Shannon Entropy may assist in understanding the game style of AF teams.
AB - This study investigated the influence of match phase and field position on collective team behaviour in Australian Rules football (AF). Data from professional male athletes (years 24.4 ± 3.7; cm 185.9 ± 7.1; kg 85.4 ± 7.1), were collected via 10 Hz global positioning system (GPS) during a competitive AFL match. Five spatiotemporal metrics (x-axis centroid, y-axis centroid, length, width, and surface area), occupancy maps, and Shannon Entropy (ShannEn) were analysed by match phase (offensive, defensive, and contested) and field position (defensive 50, defensive midfield, forward midfield, and forward 50). A multivariate analysis of variance (MANOVA) revealed that field position had a greater influence on the x-axis centroid comparative to match phase. Conversely, match phase had a greater influence on length, width, and surface area comparative to field position. Occupancy maps revealed that players repositioned behind centre when the ball was in their defensive half and moved forward of centre when the ball was in their forward half. Shannon Entropy revealed that player movement was more variable during offence and defence (ShannEn = 0.82-0.93) compared to contest (ShannEn = 0.68-0.79). Spatiotemporal metrics, occupancy maps, and Shannon Entropy may assist in understanding the game style of AF teams.
KW - Performance analysis
KW - game style
KW - team tactics
KW - Geographic Information Systems
KW - Humans
KW - Male
KW - Proof of Concept Study
KW - Competitive Behavior/physiology
KW - Young Adult
KW - Soccer/physiology
KW - Athletic Performance/physiology
KW - Australia
KW - Movement/physiology
UR - http://www.scopus.com/inward/record.url?scp=85062486536&partnerID=8YFLogxK
UR - http://www.mendeley.com/research/influence-match-phase-field-position-collective-team-behaviour-australian-rules-football
U2 - 10.1080/02640414.2019.1586077
DO - 10.1080/02640414.2019.1586077
M3 - Article
C2 - 30836845
SN - 0264-0414
VL - 37
SP - 1699
EP - 1707
JO - Journal of Sports Sciences
JF - Journal of Sports Sciences
IS - 15
ER -