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Conversational Synchronization in Naturally Occurring Settings: A Recurrence-Based Analysis of Gaze Directions and Speech Rhythms of Staff and Clients with Intellectual Disability

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Abstract

Past research has shown that rapport and cooperation between individuals is related to the level of nonverbal synchrony they achieve in their interactions. This study investigates the extent to which staff and clients with mild to borderline intellectual disability achieve interactional synchrony in daily social interactions. Whilst there has been work examining how staff can adapt their verbal communication to help achieve better mutual understanding, there has been an absence of work concerning the responsiveness of staff and clients regarding their nonverbal behavior. Nineteen staff members video-recorded a social interaction with one of their clients in which the client had a need for support. The recordings were analyzed using cross recurrence quantification analysis. In addition, fifteen staff members as well as clients with an intellectual disability completed a questionnaire on the quality of the nineteen video-recorded interactions. Analysis of the nonverbal patterns of interaction showed that the staff–client dyads achieved interactional synchrony, but that this synchrony is not pervasive to all nonverbal behaviors. The client observers appeared to be more sensitive to this synchrony or to value it more highly than the staff raters. Staff observers were sensitive to quantitative measures of talking. The more staff in the interactions talked, the lower the quality rating of the interaction. The more the clients talked, the more positively the staff observers rated the interactions. These findings have implications for how collaborative relationships between clients and support workers should be understood.

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References

  • Antaki, C., & Rapley, M. (1996). ‘Quality of life’ talk: The liberal paradox of psychological testing. Discourse and Society, 7, 293–316. doi:10.1177/0957926596007003002.

    Article  Google Scholar 

  • Antaki, C., Young, N., & Finlay, M. (2002). Shaping clients’ answers: Departures from neutrality in care-staff interviews with people with a learning disability. Disability and Society, 17, 435–455. doi:0.1080/09687590220140368.

    Article  Google Scholar 

  • Argyle, M., & Cook, M. (1976). Gaze and mutual gaze. Cambridge: Cambridge University Press.

    Google Scholar 

  • Bartlett, C., & Bunning, K. T. (1997). The importance of communication partnerships: A study to investigate the communicative exchanges between staff and adults with learning disabilities. British Journal of Learning Disabilities, 25, 148–153. doi:10.1111/j.1468-3156.1997.tb00030.x.

    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 (pp. 401–432). NY: Cambridge University Press.

    Google Scholar 

  • Bradshaw, J. (2001). Complexity of staff communication and reported level of understanding skills in adults with intellectual disability. Journal of Intellectual Disability Research, 45, 233–243. doi:10.1046/j.1365-2788.2001.00318.x.

    Article  PubMed  Google Scholar 

  • Cacioppo, J. T., Visser, P. S., Pickett, C. L., et al. (2006). Social neuroscience: People thinking about thinking people. Cambridge, MA: MIT Press.

    Google Scholar 

  • Cappella, J. N., & Planalp, S. (1981). Talk and silence sequences in informal conversations iii: Interspeaker influence. Human Communication Research, 7(2), 117–132.

    Article  Google Scholar 

  • Chapple, E. D. (1970). Culture and biological man: Explorations in behavioral anthropology. NY: Holt, Rinehart & Winston.

    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. doi:10.1037/0022-3514.76.6.893.

    Article  PubMed  Google Scholar 

  • Church, K. W. (1993). Char align: A program for aligning parallel texts at the character level. In Proceedings of the 31st annual meeting of the association for computational linguistics (Vol. 31, pp. 1–8).

  • Dale, R., & Spivey, M. J. (2005). Categorical recurrence analysis of child language. In Proceedings of the 27th annual meeting of the cognitive science society (pp. 530–535). Mahwah, NJ: Lawrence Erlbaum.

  • Dale, R., & Spivey, M. J. (2006). Unraveling the dyad: Using recurrence analysis to explore patterns of syntactic coordination between children and caregivers in conversation. Language Learning, 56, 391–430. doi:10.1111/j.1467-9922.2006.00372.x.

    Article  Google Scholar 

  • de Graag, J. A., Cox, R. F. A., Hasselman, F., Jansen, J., & de Weerth, C. (2012). Functioning within a relationship: Mother-infant synchrony and infant sleep. Infant Behavior and Development, 35, 252–263. doi:10.1016/j.infbeh.2011.12.006.

    Article  PubMed  Google Scholar 

  • Delaherche, E., Chetouani, M., Mahdaoui, A., Saint-Georges, C., Viaux, S., & Cohem, D. (2012). Interpersonal synchrony: A survey of evaluation methods across disciplines. IEEE Transactions on Affective Computing, 3, 349–365. doi:10.1109/T-AFFC.2012.12.

    Article  Google Scholar 

  • Duchan, J. F. (1986). Language intervention through sense-making and fine tuning. In R. L. Schiefelbusch (Ed.), Language competence, assessment and intervention (pp. 75–84). NY: College Hill Press.

    Google Scholar 

  • Duncan, B., Miller, S., & Sparks, J. (2004). The heroic client: A revolutionary way to improve effectiveness through client directed, outcome informed therapy. San Francisco: Jossey Bass.

    Google Scholar 

  • Eckmann, J. P., Kamphorst, S. O., & Ruelle, D. (1987). Recurrence plots of dynamical systems. Europhysics Letters, 5, 973–977. doi:10.1209/0295-5075/4/9/004.

    Article  Google Scholar 

  • Finlay, W. M. L., Walton, C., & Antaki, C. (2008). Promoting choice and control in residential services for people with learning disabilities. Disability and Society, 23, 349–360. doi:10.1080/09687590802038860.

    Article  Google Scholar 

  • Fowler, C. A., Richardson, M. J., Marsh, K., & Shockley, K. D. (2008). Language use, coordination and the emergence of cooperative action. In A. Fuchs & V. Jirsa (Eds.), Coordination: Neural, behavioral and social dynamics (pp. 161–180). Berlin: Springer.

    Google Scholar 

  • Giles, H., Coupland, J., & Coupland, N. (1991). Accommodation theory: Communication, context, and consequences. In H. Giles, J. Coupland, & N. Coupland (Eds.), Contexts of accommodation: Developments in applied sociolinguistics (pp. 1–68). Cambridge: Cambridge University Press.

    Chapter  Google Scholar 

  • Goodwin, C. (1981). Conversational organization: Interaction between speakers and hearers. NY: Academic Press.

    Google Scholar 

  • Hove, M. J., & Risen, J. L. (2009). It’s all in the timing: Interpersonal synchrony increases affiliation. Social Cognition, 27, 949–960. doi:10.1521/soco.2009.27.6.949.

    Article  Google Scholar 

  • Hutchins, E. (1995). Cognition in the wild. Cambridge, MA: MIT Press.

    Google Scholar 

  • 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. doi:10.1016/j.rasd.2011.08.005.

    Article  Google Scholar 

  • Jahoda, A., Dagnan, D., Kroese, B. S., Pert, C., & Trower, P. (2009). Cognitive behavioural therapy: From face to face interaction to a broader contextual understanding of change. Journal of Intellectual Disability Research, 53, 759–771. doi:10.1111/j.1365-2788.2009.01189.x.

    Article  PubMed  Google Scholar 

  • Jingree, T., Finlay, W. M. L., & Antaki, C. (2006). Empowering words, disempowering actions: An analysis of interactions between staff members and people with learning disabilities in residents’ meetings. Journal of Intellectual Disability Research, 50, 212–226. doi:10.1111/j.1365-2788.2005.00771.x.

    Article  PubMed  Google Scholar 

  • Leudar, I. (1981). Strategic communication in mental retardation. In W. I. Fraser & R. Grieve (Eds.), Communication with normal and retarded children (pp. 113–129). Bristol, UK: John Wright and Sons.

    Google Scholar 

  • Lichtwarck-Aschoff, A., Hasselman, F., Cox, R. F. A., Pepler, A., & Granic, I. (2012). A characteristic destabilization profile in parent–child interactions associated with treatment efficacy for aggressive children. Nonlinear Dynamics, Psychology, and Life Sciences, 16, 353–379. Pubmed: 22695153.

    PubMed  Google Scholar 

  • Linell, P., Gustavsson, L., & Juvonen, P. (1988). Interactional dominance in dyadic communication: A presentation of initiative-response analysis. Linguistics, 26, 415–442. doi:10.1515/ling.1988.26.3.415.

    Article  Google Scholar 

  • Louwerse, M. M., Dale, R., Bard, E. G., & Jeuniaux, P. (2012). Behavior matching in multimodal communication is synchronized. Cognitive Science, 1, 1–24. doi:10.1111/j.1551-6709.2012.01269.

    Google Scholar 

  • Marwan, N., Romano, M. C., Thiel, M., & Kurths, J. (2007). Recurrence plots for the analysis of complex systems. Physics Reports, 438(5–6), 237–329. doi:10.1016/j.physrep.2006.11.001.

    Article  Google Scholar 

  • McConkey, R., Morris, I., & Purcell, M. (1999). Communications between staff and adults with intellectual disabilities in naturally occurring settings. Journal of Intellectual disabilities Research, 43, 194–205. doi:10.1046/j.1365-2788.1999.00191.x.

    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. doi:0090-6905/03/0500-0335/0.

    Article  PubMed  Google Scholar 

  • McNeill, D. (1992). Hand and mind: What gestures reveal about thought. Chicago, IL: University of Chicago Press.

    Google Scholar 

  • Miles, L. K., Nind, L. K., & Macrae, N. (2009). The rhythm of rapport: Interpersonal synchrony and social perception. Journal of Experimental Social Psychology, 45, 585–589. doi:10.1016/j.jesp.2009.02.002.

    Article  Google Scholar 

  • Moore, D. G. (2001). Reassessing emotion recognition performance in people with mental retardation: A review. American Journal on Mental Retardation, 106, 481–502. doi:10.1352/0895-8017(2001)106<0481:RERPIP>2.0.CO;2.

    Article  PubMed  Google Scholar 

  • Noldus. (2009). The observer XT. Wageningen, The Netherlands: Noldus Information Technology.

    Google Scholar 

  • Novick, D., Hansen, B., & Ward, K. (1996). Coordinating turn-taking with gaze, Proceedings of the International Conference on Spoken Language Processing (ICSLP-96), Philadelphia, PA, October, 1996, 3, 1888-91.

  • Reuzel, E., Embregts, P. J. C. M., Bosman, A. M. T., van Nieuwenhuijzen, M., & Jahoda, A. (2012). Interactional patterns between staff and clients with borderline to mild intellectual disabilities. The nature of staff client social interactions. Journal of Intellectual Disability Research. doi:10.1111/j.1365-2788.2011.01515.x.

  • Richardson, D. C., & Dale, R. (2005). Looking to understand: the coupling between speakers’ and listeners’ eye movement and it’s relationship to discourse comprehension. Cognitive Science, 29, 1045–1060. doi:10.1207/s15516709cog0000_29.

    Article  PubMed  Google Scholar 

  • Richardson, D. C., Dale, R., & Kirkham, N. Z. (2007). The art of conversation is coordination. Psychological Science, 18, 407–413. doi:10.1111/j.1467-9280.2007.01914.x.

    Article  PubMed  Google Scholar 

  • Sacks, H. (1992). Lectures on conversation (Vol. II). Cambridge, MA: Blackwell.

    Google Scholar 

  • Schmidt, R. C., Morr, S., Fitzpatrick, P. A., & Richardson, M. J. (2012). Measuring the dynamics of interactional synchrony. Journal of Nonverbal Behavior, 36, 263–279. doi:10.1007/s10919-012-0138-5.

    Article  Google Scholar 

  • Schmidt, R. C., & O’Brien, B. (1998). Modeling interpersonal coordination dynamics: Implications for a dynamical theory of developing systems. In P. C. Molenaar & K. Newell (Eds.), Dynamic systems and development: Beyond the metaphor (pp. 221–240). Mahwah, NJ: Erlbaum.

    Google Scholar 

  • Sebanz, N., Bekkering, H., & Knoblich, G. (2006). Joint action: Bodies and minds moving together. Trends in Cognitive Sciences, 10(2), 70–76. doi:10.1016/j.tics.2005.12.009.

    Article  PubMed  Google Scholar 

  • Shockley, K., Butwill, M., Zbilut, J. P., & Webber, C. L. (2002). Cross recurrence quantification of coupled oscillators. Physics Letters, 305, 59–69. doi:10.1016/S0375-9601(02)01411-1.

    Article  Google Scholar 

  • Shockley, K., Richardson, D. C., & Dale, R. (2009). Conversation and coordinative structures. Topics in Cognitive Science, 1, 305–319. doi:10.1111/j.1756-8765.2009.01021.x.

    Article  Google Scholar 

  • Social Exclusion Unit. (2005). Improving services, improving lives: Evidence and key themes. Interim report. London: Office of the Deputy Prime Minister.

  • Street, R. L. (1984). Speech convergence and speech evaluation in fact finding interviews. Human Communication Research, 11, 139–169. doi:10.1111/j.1468-2958.1984.tb00043.x.

    Article  Google Scholar 

  • Tickle-Degnen, L., & Rosenthal, R. (1990). The nature of rapport and its nonverbal correlates. Psychological Inquiry, 1, 285–293. doi:10.1207/s15327965pli0104_1.

    Article  Google Scholar 

  • Trevarthen, C., & Daniel, S. (2005). Disorganized rhythm and synchrony: Early signs of autism and Rett syndrome. Brain and Development, 27, S25–S34. doi:10.1016/j.braindev.2005.03.016.

    Article  PubMed  Google Scholar 

  • van Baaren, R., Janssen, L., Chartrand, T., & Dijksterhuis, A. (2009). Where is the love? Social aspects of mimicry. Philosophical Transactions of the Royal Society B, Biological Sciences, 364, 2381–2389. doi:10.1098/rstb.2009.0057.

    Article  PubMed  Google Scholar 

  • Von Heijne, G. (1987). Sequence analysis in molecular biology: Treasure trove or trivial pursuits?. San Diego, LA: Academic Press.

    Google Scholar 

  • Warner, R. M. (1992). Sequential analysis of social interaction: Assessing internal versus social determinants of behavior. Journal of Personality and Social Psychology, 63, 51–60. doi:10.1037/0022-3514.63.1.51.

    Article  Google Scholar 

  • Webber, C. L., Jr., & Zbilut, J. P., (2005). Recurrence quantification analysis of nonlinear dynamical systems. In M. A. Riley & G. C. Van Orden (Eds.), Tutorials in contemporary nonlinear methods for the behavioral sciences (pp. 33–101). Retrieved March 1, 2005, from http://www.nsf.gov/sbe/bcs/pac/nmbs/nmbs.jsp.

  • Zaja, R., & Rojahn, J. (2008). Facial emotion recognition in intellectual disabilities. Current Opinion in Psychiatry, 21, 441–444. doi:10.1097/YCO.0b013e328305e5fd.

    Article  PubMed  Google Scholar 

  • Zbilut, J. P., & Webber, C. L., Jr. (1992). Embeddings and delays as derived from quantification of recurrence plots. Physics Letters A, 171, 199–203. doi:10.1016/0375-9601(92)90426-M.

    Article  Google Scholar 

  • Zilber, D., Shaddock, A., Dowse, L., Rawlings, M., Guggenheimer, S., & Browne, F. (1994). Communication patterns in services for people with severe intellectual disabilities: Function, form, and responsiveness. Australian Journal of Human Communication Disorders, 22, 85–98.

    Google Scholar 

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Acknowledgments

We thank clients and care staff of J.P. van den Bentstichting in the Netherlands for their participation.

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Correspondence to Ellen Reuzel.

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Reuzel, E., Embregts, P.J.C.M., Bosman, A.M.T. et al. Conversational Synchronization in Naturally Occurring Settings: A Recurrence-Based Analysis of Gaze Directions and Speech Rhythms of Staff and Clients with Intellectual Disability. J Nonverbal Behav 37, 281–305 (2013). https://doi.org/10.1007/s10919-013-0158-9

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