Computational Psychometrics in Communication and Implications in Decision Making

Recent investigations emphasized the role of communication features on behavioral trust and reciprocity in economic decision making but no studies have been focused on the effect of communication on affective states in such a context. Thanks to advanced methods of computational psychometrics, in this study, affective states were deeply examined using simultaneous and synchronized recordings of gazes and psychophysiological signals in 28 female students during an investment game. Results showed that participants experienced different affective states according to the type of communication (personal versus impersonal). In particular, participants involved in personal communication felt more relaxed than participants involved in impersonal communication. Moreover, personal communication influenced reciprocity and participants' perceptions about trust and reciprocity. Findings were interpreted in the light of the Arousal/Valence Model and self-disclosure process.

[1]  L Collet,et al.  Influence of focused auditory attention on cochlear activity in humans. , 2001, Psychophysiology.

[2]  Daniel Grühn,et al.  Age-related differences in valence and arousal ratings of pictures from the International Affective Picture System (IAPS): Do ratings become more extreme with age? , 2008, Behavior research methods.

[3]  E. Brown,et al.  Psychophysiological signals associated with affective states , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[4]  Jon D. Morris Observations: SAM: The Self-Assessment Manikin An Efficient Cross-Cultural Measurement Of Emotional Response 1 , 1995 .

[5]  J. Russell Affective space is bipolar. , 1979 .

[6]  Andrew J. Tomarken,et al.  A Psychometric Perspective on Psychophysiological Measures. , 1995 .

[7]  J. Cacioppo,et al.  Specific forms of facial EMG response index emotions during an interview: from Darwin to the continuous flow hypothesis affect-laden information processing. , 1988, Journal of personality and social psychology.

[8]  John Tooby,et al.  What Are Punishment and Reputation for? , 2012, PloS one.

[9]  Alessandro Antonietti,et al.  A Preliminary Mixed-Method Investigation of Trust and Hidden Signals in Medical Consultations , 2014, PloS one.

[10]  Antonio Damasio,et al.  The somatic marker hypothesis: A neural theory of economic decision , 2005, Games Econ. Behav..

[11]  C. Berger,et al.  SOME EXPLORATIONS IN INITIAL INTERACTION AND BEYOND: TOWARD A DEVELOPMENTAL THEORY OF INTERPERSONAL COMMUNICATION , 1975 .

[12]  Gari D. Clifford,et al.  ECG Statistics , Noise , Artifacts , and Missing Data , 2006 .

[13]  Amit K. Agarwal,et al.  GSR and HRV: its application in clinical diagnosis , 2003, 16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings..

[14]  Gerald L. Lohse,et al.  Organizational Behavior and Human Decision Processes a Comparison of Two Process Tracing Methods for Choice Tasks , 2022 .

[15]  Eric J. Johnson,et al.  Let's Get Personal: An International Examination of the Influence of Communication, Culture and Social Distance on Other Regarding Preferences , 2006 .

[16]  Alessandro Antonietti,et al.  The Representation of Risk in Routine Medical Experience: What Actions for Contemporary Health Policy? , 2012, PloS one.

[17]  Larry D. Rosen,et al.  An eye fixation analysis of multialternative choice , 1975, Memory & cognition.

[18]  C. Bicchieri,et al.  Computer-mediated communication and cooperation in social dilemmas: an experimental analysis , 2007 .

[19]  B. Cuthbert,et al.  Committee report: Guidelines for human startle eyeblink electromyographic studies. , 2005, Psychophysiology.

[20]  Elizabeth E. Graham,et al.  The interpersonal communication motives model , 1993 .

[21]  Greg J Siegle,et al.  Use of concurrent pupil dilation assessment to inform interpretation and analysis of fMRI data , 2003, NeuroImage.

[22]  M. Bradley,et al.  Affective reactions to acoustic stimuli. , 2000, Psychophysiology.

[23]  J. E. Russo,et al.  An Eye-Fixation Analysis of Choice Processes for Consumer Nondurables , 1994 .

[24]  E. Rowland Theory of Games and Economic Behavior , 1946, Nature.

[25]  Edward C. Tomlinson,et al.  Models of Interpersonal Trust Development: Theoretical Approaches, Empirical Evidence, and Future Directions , 2006 .

[26]  W. Marsden I and J , 2012 .

[27]  Robert C. Knowlton,et al.  American Clinical Magnetoencephalography Society Clinical Practice Guideline 3: MEG–EEG Reporting* , 2011, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

[28]  Eamonn Ferguson,et al.  "Trust me...": psychological and behavioral predictors of perceived physician empathy. , 2007, The Journal of applied psychology.

[29]  M. Bradley,et al.  Looking at pictures: affective, facial, visceral, and behavioral reactions. , 1993, Psychophysiology.

[30]  Roderick M. Kramer,et al.  Trust and distrust in organizations: emerging perspectives, enduring questions. , 1999, Annual review of psychology.

[31]  Rebecca B. Rubin,et al.  Self-Assessment Manikin , 2010 .

[32]  C. Bicchieri The grammar of society: the nature and dynamics of social norms , 2005 .

[33]  Andrew T Duchowski,et al.  A breadth-first survey of eye-tracking applications , 2002, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[34]  Francesco Guala,et al.  CRISTINA BICCHIERIThe Grammar of Society: The Nature and Dynamics of Social Norms , 2007, The British Journal for the Philosophy of Science.

[35]  Joyce E. Berg,et al.  Trust, Reciprocity, and Social History , 1995 .

[36]  S. Cerutti,et al.  Heart rate variability and respiratory sinus arrhythmia assessment of affective states by bivariate autoregressive spectral analysis , 2010, 2010 Computing in Cardiology.

[37]  L. Toledo-Pereyra Trust , 2006, Mediation Behaviour.

[38]  Ulrich Hoffrage,et al.  Identifying decision strategies in a consumer choice situation , 2008, Judgment and Decision Making.

[39]  P. Lang The emotion probe. Studies of motivation and attention. , 1995, The American psychologist.

[40]  Giuseppe Riva,et al.  Why Is Facebook So Successful? Psychophysiological Measures Describe a Core Flow State While Using Facebook , 2011, Cyberpsychology Behav. Soc. Netw..

[41]  G. Breithardt,et al.  Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. , 1996 .

[42]  A. Malliani,et al.  Heart rate variability. Standards of measurement, physiological interpretation, and clinical use , 1996 .

[43]  W. Klimesch,et al.  Induced alpha band power changes in the human EEG and attention , 1998, Neuroscience Letters.

[44]  Richard W Backs,et al.  A Comparison of Younger and Older Adults' Self-Assessment Manikin Ratings of Affective Pictures , 2005, Experimental aging research.

[45]  Christopher F. Sharpley,et al.  An Examination of the Relationship Between Resting Heart Rate Variability and Heart Rate Reactivity to a Mental Arithmetic Stressor , 2000, Applied psychophysiology and biofeedback.

[46]  W. Klimesch EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis , 1999, Brain Research Reviews.

[47]  D. Kahneman,et al.  Duration neglect in retrospective evaluations of affective episodes. , 1993, Journal of personality and social psychology.

[48]  Mickaël Causse,et al.  Reward and Uncertainty Favor Risky Decision-Making in Pilots: Evidence from Cardiovascular and Oculometric Measurements , 2011, Applied psychophysiology and biofeedback.

[49]  Riccardo Barbieri,et al.  Heart rate control and mechanical cardiopulmonary coupling to assess central volume: a systems analysis. , 2002, American journal of physiology. Regulatory, integrative and comparative physiology.

[50]  Lawrence R. Wheeless,et al.  Conceptualization and Measurement of Reported Self-Disclosure. , 1976 .

[51]  T. Brismar,et al.  Long-range temporal correlations in alpha and beta oscillations: effect of arousal level and test–retest reliability , 2004, Clinical Neurophysiology.

[52]  John Polich,et al.  Affective ERP processing in a visual oddball task: Arousal, valence, and gender , 2008, Clinical Neurophysiology.

[53]  I. Altman,et al.  Communication in interpersonal relationships: Social penetration processes. , 1987 .

[54]  Lawrence R. Wheeless A Follow-up Study of the Relationships among Trust, Disclosure, and Interpersonal Solidarity , 1978 .

[55]  Joachim Weimann,et al.  The Effect of Communication Media on Cooperation , 2002 .

[56]  Kelly S. Bouas,et al.  Group Discussion and Cooperation in Social Dilemmas , 1996 .

[57]  Andrea Gaggioli,et al.  Is your phone so smart to affect your state? An exploratory study based on psychophysiological measures , 2012, Neurocomputing.

[58]  Kai Vogeley,et al.  The effects of self-involvement on attention, arousal, and facial expression during social interaction with virtual others: A psychophysiological study , 2006, Social neuroscience.

[59]  A. Damasio,et al.  Basic emotions are associated with distinct patterns of cardiorespiratory activity. , 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[60]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[61]  M. Bradley,et al.  Large-scale neural correlates of affective picture processing. , 2002, Psychophysiology.

[62]  Cristina Bicchieri,et al.  Covenants without Swords , 2002 .

[63]  Darren Gergle,et al.  Being there versus seeing there: trust via video , 2001, CHI Extended Abstracts.

[64]  John S Ebersole,et al.  American Clinical Magnetoencephalography Society Clinical Practice Guideline 1: Recording and Analysis of Spontaneous Cerebral Activity* , 2011, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

[65]  Barbara Colombo,et al.  The Effects of Lies on Economic Decision Making. An Eye-Tracking Study , 2013 .