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Measuring the Dynamics of Interactional Synchrony

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Abstract

Past research has revealed that natural social interactions contain interactional synchrony. The present study describes new methods for measuring interactional synchrony in natural interactions and evaluates whether the behavioral synchronization involved in social interactions is similar to dynamical synchronization found generically in nature. Two methodologies, a rater-coding method and a computational video image method, were used to provide time series representations of the movements of the co-actors as they enacted a series of jokes (i.e., knock–knock jokes). Cross-spectral and relative phase analyses of these time series revealed that speakers’ and listeners’ movements contained rhythms that were not only correlated in time but also exhibited phase synchronization. These results suggest that computational advances in video and time series analysis have greatly enhanced our ability to measure interactional synchrony in natural interactions. Moreover, the dynamical synchronization in these natural interactions is commensurate with that found in more stereotyped tasks, suggesting that similar organizational processes constrain bodily activity in natural social interactions and, hence, have implications for the understanding of joint action generally.

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References

  • Bernieri, F. J. (1988). Coordinated movement and rapport in teacher-student interactions. Journal of Nonverbal Behavior, 12, 120–138.

    Article  Google Scholar 

  • Bernieri, F. J., Davis, J., Rosenthal, R., & Knee, C. (1994). Interactional synchrony and rapport: Measuring synchrony in displays devoid of sound and facial affect. Personality and Social Psychology Bulletin, 20, 303–311.

    Article  Google Scholar 

  • Bernieri, F. J., & Rosenthal, R. (1991). Interpersonal coordination: Behavior matching and interactional synchrony. In R. S. Feldman & B. Rime (Eds.), Fundamentals of nonverbal behavior. Studies in emotion & social interaction (pp. 401–432). New York: Cambridge University Press.

    Google Scholar 

  • Cappella, J. N. (1981). Mutual influence in expressive behavior: Adult-adult and infant-adult dyadic interaction. Psychological Bulletin, 89, 101–132.

    Article  PubMed  Google Scholar 

  • Chartrand, T. L., & Bargh, J. A. (1999). The chameleon effect: The perception-behavior link and social interaction. Journal of Personality and Social Psychology, 76, 893–910.

    Article  PubMed  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Lawrence Earlbaum.

    Google Scholar 

  • Condon, W. S., & Ogston, W. D. (1966). Sound film analysis of normal and pathological behavior patterns. Journal of Nervous and Mental Disease, 143, 338–347.

    Article  PubMed  Google Scholar 

  • Condon, W. S., & Ogston, W. D. (1967). A segmentation of behavior. Journal of Psychiatric Research, 5, 221–235.

    Article  Google Scholar 

  • Davis, M. E. (Ed.). (1982). Interaction rhythms: Periodicity in communicative behavior. New York: Human Science Press.

    Google Scholar 

  • Dittman, A. T., & Llewellyn, L. G. (1968). Relationship between vocalizations and head nods as listener responses. Journal of Personality and Social Psychology, 9, 79–84.

    Article  Google Scholar 

  • Eshkol, L. (1973). Moving, reading and writing. Holon: Movement Notation Society.

    Google Scholar 

  • Feldman, R. (2007). Parent-infant synchrony: Biological foundations and developmental outcomes. Current Directions in Psychological Science, 16, 340–354.

    Article  Google Scholar 

  • Feldman, R., & Eidelman, A. I. (2007). Maternal postpartum behavior and the emergence of infant-mother and infant-father synchrony in preterm and full-term infants: The role of neonatal vagal tone. Developmental Psychobiology, 49, 290–302.

    Article  PubMed  Google Scholar 

  • Garrod, S., & Pickering, M. J. (2004). Why is conversation so easy? Trends in Cognitive Sciences, 8, 8–11.

    Article  PubMed  Google Scholar 

  • Gottman, J. M. (1981). Time-series analysis: A comprehensive introduction for social scientists. Cambridge: Cambridge University Press.

    Google Scholar 

  • Haken, H., Kelso, J. A. S., & Bunz, H. (1985). A theoretical model of phase transitions in human hand movements. Biological Cybernetics, 51, 347–356.

    Article  PubMed  Google Scholar 

  • Hove, M. J., & Risen, J. L. (2009). It’s all in the timing: Interpersonal synchrony increases affiliation. Social Cognition, 27, 949–961.

    Article  Google Scholar 

  • Huygens, C. (1673/1986). The pendulum clock or geometrical demonstrations concerning the motion of pendula as applied to clocks (trans. R. J. Blackwell). Ames: Iowa State University Press.

  • Isenhower, R. W., Marsh, K. L., Richardson, M. J., Helt, M., Schmidt, R. C., & Fein, D. (2012). Rhythmic bimanual coordination is impaired in children with autism spectrum disorder. Research in Autism Spectrum Disorders, 6, 25–31.

    Article  Google Scholar 

  • Issartel, J., Marin, L., & Cadopi, M. (2007). Unintended interpersonal co-ordination: “Can we march to the beat of our own drum?”. Neuroscience Letters, 411, 174–179.

    Article  PubMed  Google Scholar 

  • Kelso, J. A. S. (1995). Dynamic patterns. Cambridge, MA: MIT Press.

    Google Scholar 

  • Kendon, A. (1970). Movement coordination in social interaction: Some examples. Acta Psychologica, 32, 1–25.

    Article  Google Scholar 

  • Kimura, M., & Daibo, I. (2006). Interactional synchrony in conversations about emotional episodes: A measurement by “the between-participants pseudosynchrony experimental paradigm”. Journal of Nonverbal Behavior, 30, 115–126.

    Article  Google Scholar 

  • Kugler, P. N., Kelso, J. A. S., & Turvey, M. T. (1980). On the concept of coordinative structures as dissipative structures: I Theoretical lines of convergence. In G. E. Stelmach & J. Requin (Eds.), Tutorials in motor behavior (pp. 3–47). Amsterdam: North-Holland.

    Chapter  Google Scholar 

  • Kugler, P. N., & Turvey, M. T. (1987). Information, natural law, and the self-assembly of rhythmic movements. Hillsdale, NJ: Lawrence Erlbaum.

    Google Scholar 

  • Kupper, Z., Ramseyer, F., Hoffmann, H., Kalbermatten, S., & Tschacher, W. (2010). Video-based quantification of body movement during social interaction indicates the severity of negative symptoms in patients with schizophrenia. Schizophrenia Research, 121, 90–100.

    Article  PubMed  Google Scholar 

  • LaFrance, M. (1979). Nonverbal synchrony and rapport: Analysis by the cross-lag panel technique. Social Psychology Quarterly, 42, 66–70.

    Article  Google Scholar 

  • McDowall, J. J. (1978). Interactional synchrony: A reappraisal. Journal of Personality and Social Psychology, 36, 963–975.

    Article  Google Scholar 

  • McGarva, A. R., & Warner, R. M. (2003). Attraction and social coordination: Mutual entrainment of vocal activity rhythms. Journal of Psycholinguistic Research, 32, 335–354.

    Article  PubMed  Google Scholar 

  • Miles, L. K., Griffiths, J. L., Richardson, M. J., & Macrae, N. C. (2010). Too late to coordinate: Target antipathy impedes behavioral synchrony. European Journal of Social Psychology, 40, 52–60.

    Article  Google Scholar 

  • Newman-Norlund, R. D., Noordzij, M. L., Meulenbroek, R. G. J., & Bekkering, H. (2007). Exploring the brain basis of joint action: Co-ordination of actions, goals and intentions. Social Neuroscience, 2, 48–65.

    Article  PubMed  Google Scholar 

  • Newtson, D. (1993). The dynamics of action and interaction. In L. B. Smith & E. Thelen (Eds.), A dynamic systems approach to development: Applications (pp. 241–264). Cambridge, MA: The MIT Press.

    Google Scholar 

  • Newtson, D., Engquist, G., & Bois, J. (1977). The objective basis of behavior units. Journal of Personality and Social Psychology, 35, 847–862.

    Article  Google Scholar 

  • Newtson, D., Hairfield, J., Bloomingdale, J., & Cutino, S. (1987). The structure of action and interaction. Social Cognition, 5, 191–237.

    Article  Google Scholar 

  • Oullier, O., De Guzman, G., Jantzen, K., Lagarde, J., & Kelso, J. (2008). Social coordination dynamics: Measuring human bonding. Social Neuroscience, 3(2), 178–192.

    Article  PubMed  Google Scholar 

  • Passos, P., Araújo, D., Davids, K., Gouveia, L., Serpa, S., Milho, J., et al. (2009). Interpersonal pattern dynamics and adaptive behavior in multi-agent neurobiological systems: A conceptual model and data. Journal of Motor Behavior, 41, 445–459.

    Article  PubMed  Google Scholar 

  • Pikovsky, A., Rosenblum, M., & Kurths, J. (2001). Synchronization: A universal concept in nonlinear sciences. New York: Cambridge University Press.

    Book  Google Scholar 

  • Ramseyer, F., & Tschachter, W. (2011). Nonverbal synchrony in psychotherapy: Coordinated body movement reflects relationship quality and outcome. Journal of Consulting and Clinical Psychology, 79, 284–295.

    Article  PubMed  Google Scholar 

  • Richardson, M. J., Marsh, K. L., Isenhower, R., Goodman, J., & Schmidt, R. C. (2007). Rocking together: Dynamics of intentional and unintentional interpersonal coordination. Human Movement Science, 26, 867–891.

    Article  PubMed  Google Scholar 

  • Richardson, M. J., Marsh, K. L., & Schmidt, R. C. (2005). Effects of visual and verbal interaction on unintentional interpersonal coordination. Journal of Experimental Psychology: Human Perception and Performance, 31, 62–79.

    Article  PubMed  Google Scholar 

  • Rogers, S., Hepburn, S., Stackhouse, T., & Wehner, E. (2003). Imitation performance in toddlers with autism and those with other developmental disorders. Journal of Child Psychology, 44, 763–781.

    Article  Google Scholar 

  • Schmidt, R. C. (2010). Social motor coordination: Coordinated bodies, coordinated minds. Invited colloquium at the faculty of human movement sciences. Amsterdam: VU University.

    Google Scholar 

  • Schmidt, R. C., Fitzpatrick, P., Caron, R., & Mergeche, J. (2011). Understanding social motor coordination. Human Movement Science, 30, 834–845.

    Article  PubMed  Google Scholar 

  • Schmidt, R. C., & O’Brien, B. (1997). Evaluating the dynamics of unintended interpersonal coordination. Ecological Psychology, 9, 189–206.

    Article  Google Scholar 

  • Schmidt, R. C., & Richardson, M. J. (2008). Dynamics of interpersonal coordination. In A. Fuchs & V. Jirsa (Eds.), Coordination: Neural, behavioral and social dynamics (pp. 281–308). Heidelberg: Springer.

    Chapter  Google Scholar 

  • Schmidt, R. C., Shaw, B. K., & Turvey, M. T. (1993). Coupling dynamics in interlimb coordination. Journal of Experimental Psychology: Human Perception and Performance, 19, 397–415.

    Article  PubMed  Google Scholar 

  • Sebanz, N., & Knoblich, G. (2009). Predictions in joint action: What, when, and where. Topics in Cognitive Science, 1, 353–367.

    Article  Google Scholar 

  • Shockley, K., Santana, M.-V., & Fowler, C. A. (2003). Mutual interpersonal postural constraints are involved in cooperative conversation. Journal of Experimental Psychology: Human Perception and Performance, 29, 326–332.

    Article  PubMed  Google Scholar 

  • Strogatz, S. H. (1994). Nonlinear dynamic and chaos. Cambridge, MA: Perseus.

    Google Scholar 

  • Strogatz, S. H. (2003). Sync: The emerging science of spontaneous order. New York: Hyperion Press.

    Google Scholar 

  • Tickle-Degnen, L. (2006). Nonverbal behavior and its functions in the ecosystem of rapport. In V. Manusov & M. Patterson (Eds.), The SAGE handbook of nonverbal communication. Thousand Oaks, CA: Sage.

    Google Scholar 

  • Trevarthen, C., & Daniel, S. (2005). Disorganized rhythm and synchrony: Early signs of autism and Rett syndrome. Brain & Development, 27, S25–S34.

    Article  Google Scholar 

  • Turvey, M. T., Rosenblum, L. D., Schmidt, R. C., & Kugler, P. N. (1986). Fluctuations and phase symmetry in coordinated rhythmic movement. Journal of Experimental Psychology: Human Perception and Performance, 12, 564–583.

    Article  PubMed  Google Scholar 

  • van Ulzen, N. R., Lamoth, C. J. C., Daffertshofer, A., Semin, G. R., & Beek, P. J. (2008). Characteristics of instructed and uninstructed interpersonal coordination while walking side-by-side. Neuroscience Letters, 432, 88–93.

    Article  PubMed  Google Scholar 

  • Varlet, M., Marin, L., Raffard, S., Schmidt, R. C., Capdevielle, D., Boulenger, J. P., et al. (2012). Impairments of social motor coordination in schizophrenia. PLoS One, 7, e29772.

    Article  PubMed  Google Scholar 

  • Warner, R. M. (1998). Spectral analysis of time-series data. New York: Guilford Press.

    Google Scholar 

  • Wilmermuth, S. S., & Heath, C. (2009). Synchrony and cooperation. Psychological Science, 20, 1–5.

    Article  Google Scholar 

  • Winfree, A. T. (1980). The geometry of biological time. New York: Springer.

    Google Scholar 

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Acknowledgments

This research was supported by National Science Foundation Awards BCS-0750187 and BCS-0750190 and Agence Nationale de la Recherche grant (Project SCAD # NT09_457350).

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Schmidt, R.C., Morr, S., Fitzpatrick, P. et al. Measuring the Dynamics of Interactional Synchrony. J Nonverbal Behav 36, 263–279 (2012). https://doi.org/10.1007/s10919-012-0138-5

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