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Uncovering	
  relevant	
  informa0on	
  
guiding	
  sports	
  performance	
  
Pedro	
  Tiago	
  Esteves	
  	
  
2014	
  
Aim	
  
To	
  show	
  which	
  informa0on	
  may	
  be	
  guiding	
  goal-­‐
directed	
  behaviours	
  in	
  different	
  sport	
  contexts	
  
of	
  performance.	
  	
  
Individual	
  (animal)	
  goal-­‐directed	
  ac0ons	
  
Individual	
  (animal)	
  goal-­‐directed	
  ac0ons	
  
Collec0ve	
  (animal)	
  goal-­‐directed	
  ac0ons	
  
Individual	
  (human)	
  goal-­‐directed	
  ac0ons	
  
Individual	
  (human)	
  goal-­‐directed	
  ac0ons	
  
Collec0ve	
  (human)	
  goal-­‐directed	
  ac0ons	
  
Collec0ve	
  (human)	
  goal-­‐directed	
  
ac0ons	
  
How	
  to	
  explain	
  human	
  goal-­‐
directed	
  behaviour?	
  
XVII	
  
Inate	
  
valoriza0on	
  
XX	
  
Behaviorism	
  
Cogni0vism	
  
Adams	
  
(1971)	
  
Gibson	
  
(1966)	
  
Schmidt	
  
(1975)	
  
Bernstein	
  
(1967)	
  
Models	
  explaining	
  human	
  behaviour	
  
Ecological	
  Psychology	
  
Informa2on-­‐
Processing	
  Theory	
  
“Egocentrism”	
  
Richardson	
  et	
  al.	
  (2008)	
  
Models	
  explaining	
  human	
  behaviour	
  
Models	
  explaining	
  human	
  behaviour	
  
(Schmidt	
  &	
  Wrisberg,	
  2000)	
  
Informa0on	
  Processing	
  Model	
  
Ecological	
  niche	
  to	
  collec0ves	
  
Marsh	
  et	
  al.	
  (2008)	
  Ecological	
  Psych	
  
Percep0on-­‐ac0on	
  coupling	
  
Richardson	
  et	
  al.	
  (2008)	
  Handbook	
  of	
  cogni2ve	
  science	
  
specification
Op0cal	
  flow	
  
Op0cal	
  flow	
  
Op0cal	
  flow	
  
Dynamics	
  of	
  percep0on-­‐ac0on	
  
Warren	
  (2006)	
  Psych	
  Review	
  
Constraints-­‐led	
  approach	
  
Newell	
  (1996);	
  Araújo	
  et	
  al.	
  	
  (2004)	
  Ecological	
  Psych	
  
How	
  to	
  explain	
  human	
  goal-­‐
directed	
  behaviour	
  in	
  sports?	
  
Esteves	
  et	
  al.,	
  (2011)	
  Psychology	
  of	
  Sport	
  and	
  Exercise	
  
How	
  does	
  feet	
  posi0on	
  of	
  the	
  
defender	
  influences	
  
adacker’s	
  drive	
  in	
  basketball?	
  
Feet	
  posi)on	
  of	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
1v1	
  (n=32)	
  
3	
  condi0ons	
  
	
  
2	
  exper0se	
  groups	
  (novice	
  and	
  intermediate)	
  
Feet	
  posi)on	
  of	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
i)	
  Iden0fica0on	
  when	
  adacker	
  started	
  a	
  drive	
  to	
  the	
  basket;	
  
ii)	
  Semi-­‐manual	
  digi)za)on	
  of	
  adackers	
  and	
  defenders’	
  feet	
  
(WinAnalyze);	
  
iii)	
  Interpersonal-­‐distance	
  cut-­‐off	
  (Mean	
  +/-­‐	
  1	
  SD):	
  small	
  and	
  
large	
  	
  
Feet	
  posi)on	
  of	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
 
	
  	
  
	
  
Drive	
  direc)on	
  related	
  to	
  the	
  side	
  of	
  most	
  advanced	
  foot	
  
	
  	
  
220	
  
230	
  
240	
  
250	
  
260	
  
270	
  
280	
  
290	
  
Novice	
   Intermediate	
  
lemward	
  
drives	
  
rightward	
  
drives	
  
Posture	
  of	
  defender	
  (degrees)	
  
Feet	
  posi)on	
  of	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
 
	
  	
  
	
  
Intermediate	
  adackers	
  concealed	
  upcoming	
  drive	
  direc)on	
  
220	
  
230	
  
240	
  
250	
  
260	
  
270	
  
280	
  
290	
  
Novice	
   Intermediate	
  
lemward	
  
drives	
  
rightward	
  
drives	
  
Posture	
  of	
  adacker	
  (degrees)	
  
Feet	
  posi)on	
  of	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
Duarte	
  et	
  al.,	
  (2010)	
  The	
  Open	
  Sports	
  Science	
  Journal	
  
How	
  does	
  interpersonal	
  
distance	
  influences	
  adacker’s	
  
moves	
  in	
  football?	
  
1v1	
  (n=6)	
  	
  
Under	
  13	
  year-­‐old	
  
5	
  trials	
  x	
  4	
  interp.	
  dist.	
  
(1,	
  1.5,	
  2	
  and	
  2.5m)	
  
Interpersonal	
  distance	
  and	
  a2acker’s	
  moves	
  
Variables:	
  
-­‐  Interpersonal	
  distance;	
  
-­‐  Rela0ve	
  velocity;	
  
i)	
  Manually	
  tracking	
  players	
  with	
  mouse	
  cursor	
  (TACTO);	
  
ii)	
  Somware	
  computes	
  over	
  0me	
  virtual	
  coordinates	
  
iii)	
  Transforma0on	
  of	
  virtual	
  coordinates	
  to	
  real	
  coordinates;	
  
Interpersonal	
  distance	
  and	
  a2acker’s	
  moves	
  
Rela)ve	
  velocity	
  and	
  interp.	
  dist.	
  related	
  to	
  symmetry-­‐
breaking	
  
Interpersonal	
  distance	
  and	
  a2acker’s	
  moves	
  
Esteves	
  et	
  al.,	
  (submiDed)	
  
How	
  does	
  alignment	
  to	
  
defender	
  influences	
  drive	
  
direc0on	
  of	
  the	
  adacker?	
  
 
	
  	
  
	
  
1v1	
  (n=4)	
  right-­‐handed,	
  novices	
  
3	
  trials	
  x	
  9	
  areas	
  of	
  rela0ve	
  posi0on	
  x	
  2	
  sequences	
  
	
  Success	
  of	
  1v1	
  from	
  the	
  adackers	
  perspec0ve	
  
Alignment	
  to	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
i)	
  Manually	
  tracking	
  players	
  with	
  mouse	
  cursor	
  (TACTO);	
  
ii)	
  Somware	
  computes	
  over	
  0me	
  virtual	
  coordinates;	
  
ii)	
  Virtual	
  coordinates	
  transformed	
  to	
  real	
  coordinates;	
  
Alignment	
  to	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
Adacker-­‐defender-­‐
basket	
  angle	
  	
  
(ADB)	
  	
  
Alignment	
  to	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
 
	
  	
  
	
  
Alignment	
  to	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
 
	
  	
  
	
  
-­‐  Mean	
  ADB;	
  
-­‐  Angular	
  Velocity	
  (ADB);	
  
-­‐  Success	
  of	
  adacker	
  1v1;	
  
Variables:	
  
	
  
Alignment	
  to	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
 
	
  	
  
	
  
Success:	
  explora0on	
  of	
  lem	
  side,	
  on	
  the	
  center	
  of	
  court,	
  with	
  
great	
  angular	
  velocity	
  
Alignment	
  to	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
 
	
  	
  
	
  
Success	
  
	
  
Angular velocity	
  
	
  
ADB angle	
  
Increase	
  of	
  ABD	
  and	
  angular	
  velocity	
  favors	
  symmetry-­‐breaking	
  
Alignment	
  to	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
 
	
  	
  
	
  
Failure	
  
	
  
Angular velocity	
  
	
  
ADB angle	
  
Inability	
  of	
  increasing	
  ABD	
  and	
  angular	
  velocity	
  
Alignment	
  to	
  defender	
  and	
  drive	
  direc)on	
  of	
  the	
  a2acker	
  
Spa0al-­‐temporal	
  con0nuum	
  
Adacker	
   Defender	
  1v1	
  
Interpersonal	
  distance	
  	
  
Posture	
  
Adacker-­‐
defender-­‐basket	
  
alignment	
  
Angular	
  velocity	
  Rela0ve	
  posi0on	
  to	
  
the	
  basket	
  	
  
Thank	
  you	
  for	
  your	
  aden0on!	
  
	
  
ptesteves@ipg.pt	
  
ptesteves@gmail.com	
  

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Uncovering relevant information guiding sports performance

  • 1. Uncovering  relevant  informa0on   guiding  sports  performance   Pedro  Tiago  Esteves     2014  
  • 2. Aim   To  show  which  informa0on  may  be  guiding  goal-­‐ directed  behaviours  in  different  sport  contexts   of  performance.    
  • 10. How  to  explain  human  goal-­‐ directed  behaviour?  
  • 11. XVII   Inate   valoriza0on   XX   Behaviorism   Cogni0vism   Adams   (1971)   Gibson   (1966)   Schmidt   (1975)   Bernstein   (1967)   Models  explaining  human  behaviour   Ecological  Psychology   Informa2on-­‐ Processing  Theory  
  • 12. “Egocentrism”   Richardson  et  al.  (2008)   Models  explaining  human  behaviour  
  • 13. Models  explaining  human  behaviour   (Schmidt  &  Wrisberg,  2000)   Informa0on  Processing  Model  
  • 14. Ecological  niche  to  collec0ves   Marsh  et  al.  (2008)  Ecological  Psych  
  • 15. Percep0on-­‐ac0on  coupling   Richardson  et  al.  (2008)  Handbook  of  cogni2ve  science   specification
  • 19. Dynamics  of  percep0on-­‐ac0on   Warren  (2006)  Psych  Review  
  • 20. Constraints-­‐led  approach   Newell  (1996);  Araújo  et  al.    (2004)  Ecological  Psych  
  • 21. How  to  explain  human  goal-­‐ directed  behaviour  in  sports?  
  • 22. Esteves  et  al.,  (2011)  Psychology  of  Sport  and  Exercise   How  does  feet  posi0on  of  the   defender  influences   adacker’s  drive  in  basketball?  
  • 23. Feet  posi)on  of  defender  and  drive  direc)on  of  the  a2acker  
  • 24. 1v1  (n=32)   3  condi0ons     2  exper0se  groups  (novice  and  intermediate)   Feet  posi)on  of  defender  and  drive  direc)on  of  the  a2acker  
  • 25. i)  Iden0fica0on  when  adacker  started  a  drive  to  the  basket;   ii)  Semi-­‐manual  digi)za)on  of  adackers  and  defenders’  feet   (WinAnalyze);   iii)  Interpersonal-­‐distance  cut-­‐off  (Mean  +/-­‐  1  SD):  small  and   large     Feet  posi)on  of  defender  and  drive  direc)on  of  the  a2acker  
  • 26.         Drive  direc)on  related  to  the  side  of  most  advanced  foot       220   230   240   250   260   270   280   290   Novice   Intermediate   lemward   drives   rightward   drives   Posture  of  defender  (degrees)   Feet  posi)on  of  defender  and  drive  direc)on  of  the  a2acker  
  • 27.         Intermediate  adackers  concealed  upcoming  drive  direc)on   220   230   240   250   260   270   280   290   Novice   Intermediate   lemward   drives   rightward   drives   Posture  of  adacker  (degrees)   Feet  posi)on  of  defender  and  drive  direc)on  of  the  a2acker  
  • 28. Duarte  et  al.,  (2010)  The  Open  Sports  Science  Journal   How  does  interpersonal   distance  influences  adacker’s   moves  in  football?  
  • 29. 1v1  (n=6)     Under  13  year-­‐old   5  trials  x  4  interp.  dist.   (1,  1.5,  2  and  2.5m)   Interpersonal  distance  and  a2acker’s  moves   Variables:   -­‐  Interpersonal  distance;   -­‐  Rela0ve  velocity;  
  • 30. i)  Manually  tracking  players  with  mouse  cursor  (TACTO);   ii)  Somware  computes  over  0me  virtual  coordinates   iii)  Transforma0on  of  virtual  coordinates  to  real  coordinates;   Interpersonal  distance  and  a2acker’s  moves  
  • 31. Rela)ve  velocity  and  interp.  dist.  related  to  symmetry-­‐ breaking   Interpersonal  distance  and  a2acker’s  moves  
  • 32. Esteves  et  al.,  (submiDed)   How  does  alignment  to   defender  influences  drive   direc0on  of  the  adacker?  
  • 33.         1v1  (n=4)  right-­‐handed,  novices   3  trials  x  9  areas  of  rela0ve  posi0on  x  2  sequences    Success  of  1v1  from  the  adackers  perspec0ve   Alignment  to  defender  and  drive  direc)on  of  the  a2acker  
  • 34. i)  Manually  tracking  players  with  mouse  cursor  (TACTO);   ii)  Somware  computes  over  0me  virtual  coordinates;   ii)  Virtual  coordinates  transformed  to  real  coordinates;   Alignment  to  defender  and  drive  direc)on  of  the  a2acker  
  • 35. Adacker-­‐defender-­‐ basket  angle     (ADB)     Alignment  to  defender  and  drive  direc)on  of  the  a2acker  
  • 36.         Alignment  to  defender  and  drive  direc)on  of  the  a2acker  
  • 37.         -­‐  Mean  ADB;   -­‐  Angular  Velocity  (ADB);   -­‐  Success  of  adacker  1v1;   Variables:     Alignment  to  defender  and  drive  direc)on  of  the  a2acker  
  • 38.         Success:  explora0on  of  lem  side,  on  the  center  of  court,  with   great  angular  velocity   Alignment  to  defender  and  drive  direc)on  of  the  a2acker  
  • 39.         Success     Angular velocity     ADB angle   Increase  of  ABD  and  angular  velocity  favors  symmetry-­‐breaking   Alignment  to  defender  and  drive  direc)on  of  the  a2acker  
  • 40.         Failure     Angular velocity     ADB angle   Inability  of  increasing  ABD  and  angular  velocity   Alignment  to  defender  and  drive  direc)on  of  the  a2acker  
  • 41. Spa0al-­‐temporal  con0nuum   Adacker   Defender  1v1   Interpersonal  distance     Posture   Adacker-­‐ defender-­‐basket   alignment   Angular  velocity  Rela0ve  posi0on  to   the  basket    
  • 42. Thank  you  for  your  aden0on!     ptesteves@ipg.pt   ptesteves@gmail.com