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Analysis  
&
Results
Method  
&
Hypothesis
Conclusions
  
High  frequency  heart  rate  variability  is  posi=vely  associated  with  coopera=on  in  a  chicken  game
Brice  Beffara1,2,3,4,  Amélie  Bret1,2,  Amélie  Baldini1,2,  Nicolas  Vermeulen3,4,  Mar=al  Memillod1,2
1Univ.  Grenoble  Alpes,  France  2CNRS,  France  3Université  Catholique  de  Louvain,  Belgium  4FNRS,  Belgium
Overview
ü  The  polyvagal  theory  proposes  that  vagal  ac=vity  underlie  pro-­‐social  behaviors  
Porges,  1995,  2001,  2007,  2011
ü  High  Frequency  Heart  Rate  Variability  (HF-­‐HRV)  is  a  non-­‐invasive  marker  of  vagal  
ac=vity  Akselrod  et  al.,  1981
ü  HF-­‐HRV  is  associated  with  socio-­‐emo=onal  skills  thought  to  underlie  pro-­‐social  
behaviors  Quintana  et  al.,  2012
ü  Some   works   inves=gated   the   link   between   vagal   ac=vity   (flexibility)   and   self-­‐
reported  pro-­‐sociality  but  never  with  a  behavioral  measure  of  pro-­‐sociality  Egizio,  
2008;  Muhtadie,  2014
ü  So   far,   the   link   between   vagal   ac=vity   and   pro-­‐social   behaviors   has   not   been  
established  yet  in  healthy  adults  Kogan  et  al.,  2014
ü  Coopera=on  is  a  pro-­‐social  behavior  and  can  be  assessed  in  social  dilemmas  Keltner,  
2014
ü  We  used  the  chicken  game  in  order  to  measure  coopera=on  Rapoport  &  Chammah,  1966
ü  We   measured   the   res=ng   state   HF-­‐HRV   baseline   during   5   minutes   before   the  
chicken  game  (against  a  virtual  confederate,  12  trials)
ü  Ques=onnaires  allowed  to  control  for  confounded  factors  influencing  HF-­‐HRV
ü  Two   condi=ons   were   included   in   the   chicken   game:   intrinsic   mo=va=on   to  
cooperate  (low  sanc=on  to  compe==on)  or  extrinsic  mo=va=on  (high  sanc=on  to  
compe==on)  Edmonds  et  al.,  2011
ü  HF-­‐HRV  should  be  posi=vely  associated  with  coopera=on,  and  more  strongly  in  
the  intrinsic  mo=va=on  condi=on
ü  We  used  a  logis=c  mixed  model  analysis  with  par=cipants  (N=44)  and  outcome  
values  as  random  factors
ü  HF-­‐HRV   (adjusted   for   confounded   variables)   and   mo=va=on   were   independent  
variables
ü  Coopera=on  was  the  (binary)  dependent  variable  
ü  In  line  with  our  hypothesis,  vagal  ac=vity,  indexed  by  HF-­‐HRV  was  posi=vely  
and   linearly   associated   with   coopera=on,   a   behavioral   measure   of   pro-­‐
sociality.
ü  Contrary   to   our   hypothesis,   the   link   between   HF-­‐HRV   and   coopera=on   was  
not  dependent  on  mo=va=on
ü  Further  studies  are  needed  in  order  to  confirm  whether  the  link  is  linear  or  
quadra=c  Kogan  et  al.    2014
ü  We  highlighted  a  correla=on  but  it  is  now  important  to  test  the  influence  of  
vagal  ac=vity  on  coopera=on  in  a  causal  design

Keltner,  D.,  Kogan,  A.,  Piff,  P.  K.,  &  Saturn,  S.  R.  (2014).  The  sociocultural  appraisals,   
values,  and  emo=ons  (SAVE)  framework  of  prosociality:  core  processes        
from  gene  to  meme.  Annual  Review  of  Psychology,  65,  425–60.  doi: 
10.1146/annurev-­‐psych-­‐010213-­‐115054
Kogan,  A.,  Oveis,  C.,  Carr,  E.,  &  Gruber,  J.  (2014).  Vagal  Ac=vity  Is  Quadra=cally  Related  to  Prosocial  Traits,  Prosocial  Emo=ons,  and  Observer  Percep=ons  of  
Prosociality.  Journal  of  Personality  and  Social  Psychology,  107(6),  1051–1063.  
Muhtadie,  L.,  Koslov,  K.,  Akinola,  M.,  &  Mendes,  W.  B.  (2015).  Vagal  flexibility:  A  physiological  predictor  of  social  sensi=vity.  Journal  of  Personality  and  Social  
Psychology,  109(1),  106–120.  doi:10.1037/pspp0000016
Porges,  S.  W.  (2007).  The  polyvagal  perspec=ve.  Biological  Psychology,  74(2),  116–43.  doi:10.1016/j.biopsycho.2006.06.009
Quintana,  D.  S.,  Guastella,  A.  J.,  Outhred,  T.,  Hickie,  I.  B.,  &  Kemp,  A.  H.  (2012).  Heart  rate  variability  is  associated  with  emo=on  recogni=on :  Direct  evidence  
for  a  rela=onship  between  the  autonomic  nervous  system  and  social  cogni=on.  Interna=onal  Journal  of  Psychophysiology,  86(2),  168–172.  doi:10.1016/
j.ijpsycho.2012.08.012
  
	
  	
  



 Contact:  brice.beffara@gmail.com
This  work  was  funded  by  the  Ins4tut  Universitaire  de  France  and  the  Pôle  
Grenoble  Cogni4on
Coopera=on  level  as  a  func=on  of  HF-­‐HRV  and  induced  mo=va=on
Schema=c  representa=on  of  a  matrix  composing  the  Chicken  Game
[Video	
  of	
  the	
  virtual	
  
confederate]	
  
The	
  choice	
  of	
  the	
  
other	
  person	
  
	
  
The	
  choice	
  of	
  the	
  
other	
  person	
  
	
  
Your	
  choice	
   0.32	
  /	
  0.32	
   0.20	
  /	
  0.44	
  
Your	
  choice	
  
	
  
0.44	
  /	
  0.20	
   0.12	
  /	
  0.12	
  
ü  We  found  a  significant  main  effect  of  HF-­‐HRV  on  coopera=on  z  =  2.43,  p=  .02  
ü  The  was  no  effect  of  mo=va=on  and  no  interac=on  effect,  respec=vely  z  =  -­‐1.62,  p=.10  
and  z  =  -­‐0.69,  p=.49  

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Poster isre 2015 beffara lpnc

  • 1. Analysis   & Results Method   & Hypothesis Conclusions   High  frequency  heart  rate  variability  is  posi=vely  associated  with  coopera=on  in  a  chicken  game Brice  Beffara1,2,3,4,  Amélie  Bret1,2,  Amélie  Baldini1,2,  Nicolas  Vermeulen3,4,  Mar=al  Memillod1,2 1Univ.  Grenoble  Alpes,  France  2CNRS,  France  3Université  Catholique  de  Louvain,  Belgium  4FNRS,  Belgium Overview ü  The  polyvagal  theory  proposes  that  vagal  ac=vity  underlie  pro-­‐social  behaviors   Porges,  1995,  2001,  2007,  2011 ü  High  Frequency  Heart  Rate  Variability  (HF-­‐HRV)  is  a  non-­‐invasive  marker  of  vagal   ac=vity  Akselrod  et  al.,  1981 ü  HF-­‐HRV  is  associated  with  socio-­‐emo=onal  skills  thought  to  underlie  pro-­‐social   behaviors  Quintana  et  al.,  2012 ü  Some   works   inves=gated   the   link   between   vagal   ac=vity   (flexibility)   and   self-­‐ reported  pro-­‐sociality  but  never  with  a  behavioral  measure  of  pro-­‐sociality  Egizio,   2008;  Muhtadie,  2014 ü  So   far,   the   link   between   vagal   ac=vity   and   pro-­‐social   behaviors   has   not   been   established  yet  in  healthy  adults  Kogan  et  al.,  2014 ü  Coopera=on  is  a  pro-­‐social  behavior  and  can  be  assessed  in  social  dilemmas  Keltner,   2014 ü  We  used  the  chicken  game  in  order  to  measure  coopera=on  Rapoport  &  Chammah,  1966 ü  We   measured   the   res=ng   state   HF-­‐HRV   baseline   during   5   minutes   before   the   chicken  game  (against  a  virtual  confederate,  12  trials) ü  Ques=onnaires  allowed  to  control  for  confounded  factors  influencing  HF-­‐HRV ü  Two   condi=ons   were   included   in   the   chicken   game:   intrinsic   mo=va=on   to   cooperate  (low  sanc=on  to  compe==on)  or  extrinsic  mo=va=on  (high  sanc=on  to   compe==on)  Edmonds  et  al.,  2011 ü  HF-­‐HRV  should  be  posi=vely  associated  with  coopera=on,  and  more  strongly  in   the  intrinsic  mo=va=on  condi=on ü  We  used  a  logis=c  mixed  model  analysis  with  par=cipants  (N=44)  and  outcome   values  as  random  factors ü  HF-­‐HRV   (adjusted   for   confounded   variables)   and   mo=va=on   were   independent   variables ü  Coopera=on  was  the  (binary)  dependent  variable   ü  In  line  with  our  hypothesis,  vagal  ac=vity,  indexed  by  HF-­‐HRV  was  posi=vely   and   linearly   associated   with   coopera=on,   a   behavioral   measure   of   pro-­‐ sociality. ü  Contrary   to   our   hypothesis,   the   link   between   HF-­‐HRV   and   coopera=on   was   not  dependent  on  mo=va=on ü  Further  studies  are  needed  in  order  to  confirm  whether  the  link  is  linear  or   quadra=c  Kogan  et  al.    2014 ü  We  highlighted  a  correla=on  but  it  is  now  important  to  test  the  influence  of   vagal  ac=vity  on  coopera=on  in  a  causal  design Keltner,  D.,  Kogan,  A.,  Piff,  P.  K.,  &  Saturn,  S.  R.  (2014).  The  sociocultural  appraisals,   values,  and  emo=ons  (SAVE)  framework  of  prosociality:  core  processes         from  gene  to  meme.  Annual  Review  of  Psychology,  65,  425–60.  doi: 10.1146/annurev-­‐psych-­‐010213-­‐115054 Kogan,  A.,  Oveis,  C.,  Carr,  E.,  &  Gruber,  J.  (2014).  Vagal  Ac=vity  Is  Quadra=cally  Related  to  Prosocial  Traits,  Prosocial  Emo=ons,  and  Observer  Percep=ons  of   Prosociality.  Journal  of  Personality  and  Social  Psychology,  107(6),  1051–1063.   Muhtadie,  L.,  Koslov,  K.,  Akinola,  M.,  &  Mendes,  W.  B.  (2015).  Vagal  flexibility:  A  physiological  predictor  of  social  sensi=vity.  Journal  of  Personality  and  Social   Psychology,  109(1),  106–120.  doi:10.1037/pspp0000016 Porges,  S.  W.  (2007).  The  polyvagal  perspec=ve.  Biological  Psychology,  74(2),  116–43.  doi:10.1016/j.biopsycho.2006.06.009 Quintana,  D.  S.,  Guastella,  A.  J.,  Outhred,  T.,  Hickie,  I.  B.,  &  Kemp,  A.  H.  (2012).  Heart  rate  variability  is  associated  with  emo=on  recogni=on :  Direct  evidence   for  a  rela=onship  between  the  autonomic  nervous  system  and  social  cogni=on.  Interna=onal  Journal  of  Psychophysiology,  86(2),  168–172.  doi:10.1016/ j.ijpsycho.2012.08.012       Contact:  brice.beffara@gmail.com This  work  was  funded  by  the  Ins4tut  Universitaire  de  France  and  the  Pôle   Grenoble  Cogni4on Coopera=on  level  as  a  func=on  of  HF-­‐HRV  and  induced  mo=va=on Schema=c  representa=on  of  a  matrix  composing  the  Chicken  Game [Video  of  the  virtual   confederate]   The  choice  of  the   other  person     The  choice  of  the   other  person     Your  choice   0.32  /  0.32   0.20  /  0.44   Your  choice     0.44  /  0.20   0.12  /  0.12   ü  We  found  a  significant  main  effect  of  HF-­‐HRV  on  coopera=on  z  =  2.43,  p=  .02   ü  The  was  no  effect  of  mo=va=on  and  no  interac=on  effect,  respec=vely  z  =  -­‐1.62,  p=.10   and  z  =  -­‐0.69,  p=.49