Multivariate model for cooperation: bridging social physiological compliance and hyperscanning.
EEG-hyperscanning
cooperation
multivariate Granger causality
social physiological compliance
Journal
Social cognitive and affective neuroscience
ISSN: 1749-5024
Titre abrégé: Soc Cogn Affect Neurosci
Pays: England
ID NLM: 101288795
Informations de publication
Date de publication:
18 01 2021
18 01 2021
Historique:
received:
03
02
2020
revised:
30
06
2020
accepted:
26
08
2020
pubmed:
30
8
2020
medline:
23
7
2021
entrez:
30
8
2020
Statut:
ppublish
Résumé
The neurophysiological analysis of cooperation has evolved over the past 20 years, moving towards the research of common patterns in neurophysiological signals of people interacting. Social physiological compliance (SPC) and hyperscanning represent two frameworks for the joint analysis of autonomic and brain signals, respectively. Each of the two approaches allows to know about a single layer of cooperation according to the nature of these signals: SPC provides information mainly related to emotions, and hyperscanning that related to cognitive aspects. In this work, after the analysis of the state of the art of SPC and hyperscanning, we explored the possibility to unify the two approaches creating a complete neurophysiological model for cooperation considering both affective and cognitive mechanisms We synchronously recorded electrodermal activity, cardiac and brain signals of 14 cooperative dyads. Time series from these signals were extracted, and multivariate Granger causality was computed. The results showed that only when subjects in a dyad cooperate there is a statistically significant causality between the multivariate variables representing each subject. Moreover, the entity of this statistical relationship correlates with the dyad's performance. Finally, given the novelty of this approach and its exploratory nature, we provided its strengths and limitations.
Identifiants
pubmed: 32860692
pii: 5899172
doi: 10.1093/scan/nsaa119
pmc: PMC7812636
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
193-209Informations de copyright
© The Author(s) 2020. Published by Oxford University Press.
Références
Neurosci Biobehav Rev. 2014 Jul;44:76-93
pubmed: 22917915
Biomed Res Int. 2017;2017:3104564
pubmed: 29279845
Brain Sci. 2019 Oct 18;9(10):
pubmed: 31635245
Sci Rep. 2016 Jun 08;6:26492
pubmed: 27270754
Sci Rep. 2017 Sep 18;7(1):11804
pubmed: 28924202
J Clin Exp Neuropsychol. 2017 Aug;39(6):607-620
pubmed: 27841088
PLoS One. 2018 Jan 12;13(1):e0191179
pubmed: 29329331
Front Hum Neurosci. 2020 Feb 28;14:39
pubmed: 32180710
Brain Res Brain Res Rev. 1999 Apr;29(2-3):169-95
pubmed: 10209231
J Neurosci Methods. 2014 Feb 15;223:50-68
pubmed: 24200508
Comput Intell Neurosci. 2018 Jul 25;2018:1943565
pubmed: 30147716
Nat Rev Neurosci. 2019 Aug;20(8):495-505
pubmed: 31138910
Neuroimage. 2011 Sep 15;58(2):323-9
pubmed: 20202481
Philos Trans R Soc Lond B Biol Sci. 2010 Sep 12;365(1553):2699-710
pubmed: 20679113
Biol Psychol. 2018 Mar;133:54-62
pubmed: 29292232
PLoS One. 2018 Jan 11;13(1):e0191098
pubmed: 29324862
Ergonomics. 1993 Sep;36(9):1043-54
pubmed: 8404833
Front Hum Neurosci. 2013 Dec 24;7:881
pubmed: 24399948
J Neurosci Methods. 2011 Oct 15;201(2):404-19
pubmed: 21864571
Psychoneuroendocrinology. 2015 Jan;51:227-36
pubmed: 25462896
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:6422-6425
pubmed: 31947312
Biol Psychol. 2014 Dec;103:63-8
pubmed: 25148785
Philos Trans A Math Phys Eng Sci. 2013 Jul 15;371(1997):20120158
pubmed: 23858488
Hum Brain Mapp. 2018 Jan;39(1):171-188
pubmed: 29024193
Front Hum Neurosci. 2012 Jul 24;6:215
pubmed: 22837744
Biol Psychol. 2017 Jul;127:191-197
pubmed: 28596129
J Consult Clin Psychol. 2011 Jun;79(3):284-95
pubmed: 21639608
Neuroimage. 2003 Aug;19(4):1835-42
pubmed: 12948738
Physiol Behav. 2015 Oct 1;149:101-6
pubmed: 26037635
Trends Cogn Sci. 2013 Apr;17(4):160-5
pubmed: 23499335
Annu Int Conf IEEE Eng Med Biol Soc. 2007;2007:4957-60
pubmed: 18003119
Brain Sci. 2017 Jul 21;7(7):
pubmed: 28753986
Neuroimage. 2012 Feb 1;59(3):2430-7
pubmed: 21933717
Am J Physiol Regul Integr Comp Physiol. 2016 Sep 1;311(3):R582-91
pubmed: 27440716
Curr Biol. 2017 May 8;27(9):1375-1380
pubmed: 28457867
Entropy (Basel). 2019 Mar 13;21(3):
pubmed: 33266990
Fam Process. 2019 Sep;58(3):716-733
pubmed: 29888517
Sci Rep. 2013;3:1692
pubmed: 23603749
Biol Psychol. 2010 Jul;84(3):394-421
pubmed: 20371374
Front Hum Neurosci. 2016 Mar 08;10:82
pubmed: 27014019
Atten Percept Psychophys. 2020 Jul;82(5):2415-2433
pubmed: 31989452
Sci Rep. 2017 Mar 07;7:43916
pubmed: 28266588
Annu Int Conf IEEE Eng Med Biol Soc. 2009;2009:1937-9
pubmed: 19964016
Int J Psychophysiol. 2001 Apr;40(3):221-32
pubmed: 11228349
J Neurosci Methods. 2010 Jun 30;190(1):80-91
pubmed: 20451556
Hum Brain Mapp. 2015 Jun;36(6):2039-48
pubmed: 25691124
Nat Hum Behav. 2018 Jul;2(7):458-468
pubmed: 31097815
Neuroimage. 2010 Sep;52(3):1059-69
pubmed: 19819337
Int J Psychophysiol. 2010 Apr;76(1):52-5
pubmed: 20144665
Front Syst Neurosci. 2017 May 09;11:26
pubmed: 28536508
Hum Brain Mapp. 2017 Feb;38(2):831-841
pubmed: 27699945
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:4351-4354
pubmed: 29060860
Neuroimage. 2017 Aug 15;157:263-274
pubmed: 28610901
Soc Cogn Affect Neurosci. 2018 Apr 1;13(4):349-356
pubmed: 29618117
IEEE Trans Biomed Eng. 1985 Mar;32(3):230-6
pubmed: 3997178
Phys Rev E. 2017 Oct;96(4-1):042150
pubmed: 29347576
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3961-3964
pubmed: 29060764
Cognition. 2016 Aug;153:118-23
pubmed: 27183398
Front Hum Neurosci. 2013 Apr 02;7:107
pubmed: 23565084
Emotion. 2002 Dec;2(4):315-40
pubmed: 12899368
Front Hum Neurosci. 2011 Sep 08;5:95
pubmed: 21927603
Prog Brain Res. 2006;159:135-47
pubmed: 17071228
Hum Factors. 2012 Feb;54(1):36-51
pubmed: 22409101
Biol Psychol. 1999 May;50(1):61-76
pubmed: 10378439
Physiol Rev. 2009 Apr;89(2):453-79
pubmed: 19342612
Hum Brain Mapp. 1999;8(4):194-208
pubmed: 10619414
Epidemiology. 1990 Jan;1(1):43-6
pubmed: 2081237
Neurosci Res. 2015 Jan;90:25-32
pubmed: 25499683
Entropy (Basel). 2020 Jul 01;22(7):
pubmed: 33286504
Soc Personal Psychol Compass. 2008 Jan 1;2(1):135-153
pubmed: 20574551
Auton Neurosci. 2016 Jan;194:32-7
pubmed: 26681575
Front Psychol. 2018 Oct 08;9:1862
pubmed: 30349495
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:3187-3190
pubmed: 28268985
Proc Natl Acad Sci U S A. 2017 Aug 22;114(34):E7063-E7072
pubmed: 28778996
J Neurosci Methods. 2004 Mar 15;134(1):9-21
pubmed: 15102499
Appl Ergon. 2009 Nov;40(6):997-1003
pubmed: 19269626
Psychol Bull. 1992 Jul;112(1):155-9
pubmed: 19565683
Sci Rep. 2012;2:959
pubmed: 23233878
Neuroimage. 2002 Aug;16(4):1159-64
pubmed: 12202103
Sci Rep. 2018 Feb 16;8(1):3138
pubmed: 29453408