Interpersonal synchrony: a survey of evaluation methods across disciplines.
Abstract
Synchrony refers to individuals' temporal coordination during social interactions. The analysis of this phenomenon is complex, requiring the perception and integration of multimodal communicative signals. The evaluation of synchrony has received multidisciplinary attention because of its role in early development, language learning, and social connection. Originally studied by developmental psychologists, synchrony has now captured the interest of researchers in such fields as social signal processing, robotics, and machine learning. This paper emphasizes the current questions asked by synchrony evaluation and the state-of-the-art related methods. First, we present definitions and functions of synchrony in youth and adulthood. Next, we review the noncomputational and computational approaches of annotating, evaluating, and modeling interactional synchrony. Finally, the current limitations and future research directions in the fields of developmental robotics, social robotics, and clinical studies are discussed.
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Most studies of interpersonal synchrony to date have examined movement dynamics, which may be recorded by means of video images or dedicated motion-tracking devices.
“Most studies of interpersonal synchrony to date have examined movement dynamics, which may be recorded by means of video images or dedicated motion-tracking devices (Delaherche et al., 2012).”
From Synchrony in Psychotherapy: A Review and an Integrative Framework for the Therapeutic Alliance (2016) · cites this paper as Delaherche et al., 2012
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Adaptive virtual agent: Design and evaluation for real-time human-agent interaction
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Yu, X., Zhang, S., Yan, Z.-N., Yang, F., Huang, J.-Z., Dunbar, N. E., Jensen, M. L., Burgoon, J., & Metaxas, D. N. (2015) · IEEE Transactions on Cybernetics · doi:10.1109/tcyb.2014.2329673 · Cited by 63 · see citing works
Synchrony within Triads using Virtual Reality
Miller, M. R., Sonalkar, N., Mabogunje, A., LEIFER, L. J., & Bailenson, J. N. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3479544 · Cited by 35 · see citing works
Delaherche, E., Chétouani, M., Bigouret, F., Xavier, J., Plaza, M., & Cohen, D. (2013) · Research in Autism · doi:10.1016/j.rasd.2013.02.003 · Cited by 35 · see citing works
Self-citationXiao, B., Imel, Z. E., Georgiou, P., Atkins, D. C., & Narayanan, S. S. (2016) · Current Psychiatry Reports · doi:10.1007/s11920-016-0682-5 · Cited by 34 · see citing works
Multimodal analysis of speech and arm motion for prosody-driven synthesis of beat gestures
Bozkurt, E., Yemez, Y., & Erzin, E. (2016) · Speech Communication · doi:10.1016/j.specom.2016.10.004 · Cited by 34 · see citing works
Sugawa, M., Furukawa, T., Chernyshov, G., Hynds, D., Han, J., Macieira, M. P., Zheng, D., Marky, K., Kunze, K. S., & Minamizawa, K. (2021) · International Conference on Tangible, Embedded, and Embodied Interaction (TEI) · doi:10.1145/3430524.3440653 · Cited by 34 · see citing works
Wiltshire, T. J., van Eijndhoven, K. H. J., Hałgas, E. A., & Gevers, J. (2022) · Topics in Cognitive Science · doi:10.1111/tops.12606 · Cited by 34 · see citing works
Chaby, L., Benamara, A., Pino, M., Prigent, E., Ravenet, B., Martin, J., Vanderstichel, H., Becerril-Ortega, R., Rigaud, A., & Chétouani, M. (2022) · Frontiers in Virtual Reality · doi:10.3389/frvir.2022.827312 · Cited by 34 · see citing works
A Method for Automatic Detection of Psychomotor Entrainment
Iqbal, T., & Riek, L. D. (2015) · IEEE Transactions on Affective Computing · doi:10.1109/taffc.2015.2445335 · Cited by 34 · see citing works
Development of a Synchronization Coefficient for Biosocial Interactions in Groups and Teams
Guastello, S. J., & Peressini, A. F. (2016) · Small Group Research · doi:10.1177/1046496416675225 · Cited by 34 · see citing works
Nanninga, M. C., Zhang, Y., Lehmann-Willenbrock, N., Szlávik, Z., & Hung, H. (2017) · Proceedings of the 19th ACM International Conference on Multimodal Interaction · doi:10.1145/3136755.3136811 · Cited by 34 · see citing works
Kinematics of perceived dyadic coordination in dance
Hartmann, M., Mavrolampados, A., Allingham, E., Carlson, E. J., Burger, B., & Toiviainen, P. (2019) · Scientific Reports · doi:10.1038/s41598-019-52097-6 · Cited by 33 · see citing works
New Social Signals in a New Interaction World: The Next Frontier for Social Signal Processing
Vinciarelli, A., & Pentland, A. (2015) · IEEE Systems Man and Cybernetics Magazine · doi:10.1109/msmc.2015.2441992 · Cited by 33 · see citing works
Trujillo, J. P., & Holler, J. (2021) · Brain Sciences · doi:10.3390/brainsci11080996 · Cited by 33 · see citing works
Dynamics of Non-Verbal Vocalizations and Hormones during Father-Infant Interaction
Weisman, O., Chétouani, M., Saint‐Georges, C., Bourvis, N., Delaherche, E., Zagoory‐Sharon, O., Cohen, D., & Feldman, R. (2015) · IEEE Transactions on Affective Computing · doi:10.1109/taffc.2015.2478468 · Cited by 33 · see citing works
Self-citationPhysiological synchrony predicts observational threat learning in humans
Pärnamets, P., Espinosa, L., & Olsson, A. (2020) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2019.2779 · Cited by 33 · see citing works
Goldstein, P., Losin, E. A. R., Anderson, S. R., Schelkun, V., & Wager, T. (2020) · Journal of Pain · doi:10.1016/j.jpain.2020.03.001 · Cited by 27 · see citing works
- Authors
- Delaherche, E., Chetouani, M., Mahdhaoui, A., Saint-Georges, C., Viaux, S., & Cohen, D.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- Orange (France) (FR)
- Pitié-Salpêtrière Hospital (FR)
- ORCID
- Cohen, David
- Venue
- IEEE Transactions on Affective Computing
- Published
- 2012-07
- Volume
- 3
- Issue
- 3
- Pages
- 349-365
- ISSN
- 1949-3045 (ISSN-L)
- OpenAlex
- W2168676811
- Cited by
- 474
- References
- 144
- Citations by year
- 2026: 35 · 2025: 33 · 2024: 21 · 2023: 49 · 2022: 52 · 2021: 43 · 2020: 36 · 2019: 23 · 2018: 24 · 2017: 26 · 2016: 37 · 2015: 39 · 2014: 28 · 2013: 21 · 2012: 7
- FWCI
- 45.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Affective Computing (publishedVersion)
- HAL (submittedVersion)
- Funders
- American Heart Association
- Fondation de France
- Topics
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Keywords
- interpersonal synchrony, developmental robotics, social robotics, language development, social connectedness
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