Cited by 75Action Observation and SynchronizationAttachment and Relationship DynamicsEvolutionary Psychology and Human Behavior

Synchronized affect in shared experiences strengthens social connection

Open access
Cheong, Jin Hyun, Molani, Zainab, Sadhukha, Sushmita, Chang, Luke J.·2023·Communications Biology

Abstract

People structure their days to experience events with others. We gather to eat meals, watch TV, and attend concerts together. What constitutes a shared experience and how does it manifest in dyadic behavior? The present study investigates how shared experiences-measured through emotional, motoric, physiological, and cognitive alignment-promote social bonding. We recorded the facial expressions and electrodermal activity (EDA) of participants as they watched four episodes of a TV show for a total of 4 h with another participant. Participants displayed temporally synchronized and spatially aligned emotional facial expressions and the degree of synchronization predicted the self-reported social connection ratings between viewing partners. We observed a similar pattern of results for dyadic physiological synchrony measured via EDA and their cognitive impressions of the characters. All four of these factors, temporal synchrony of positive facial expressions, spatial alignment of expressions, EDA synchrony, and character impression similarity, contributed to a latent factor of a shared experience that predicted social connection. Our findings suggest that the development of interpersonal affiliations in shared experiences emerges from shared affective experiences comprising synchronous processes and demonstrate that these complex interpersonal processes can be studied in a holistic and multi-modal framework leveraging naturalistic experimental designs.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/s42003-023-05461-2

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Behavioral alignment is frequently accompanied by physiological synchrony.

    “Notably, such behavioral alignment is frequently accompanied by physiological synchrony [23, 24, 48, 104].”

    From Interpersonal Synchronization of Autonomic Physiology via Mere Visual Contact (2026) · cites this paper as [23]

    The Abstract and Results (page numbers unavailable) report aligned facial expressions and electrodermal-activity synchrony in participants sharing a TV-viewing experience. That supports co-occurrence in this setting, but the paper does not establish that behavioral alignment is frequently accompanied by physiological synchrony in general. (LLM, conf=0.82)

    Experimental — accuracy not yet measured
  • IPS can predict complex social phenomena such as relationship quality, social bonding, coregulation, or empathic alignment.

    “In some studies, it was reported to predict complex social phenomena such as relationship quality, social bonding, coregulation, or empathic alignment [1, 19, 20, 21, 22, 23].”

    From Interpersonal Synchronization of Autonomic Physiology via Mere Visual Contact (2026) · cites this paper as [23]

    The Results section (‘Temporal affective synchrony and self-reported social connection’; page unavailable) reports that synchrony of positive facial expressions predicted how connected viewing partners felt, supporting the social-bonding part of the claim. Our copy does not establish that synchrony predicted relationship quality, coregulation, or empathic alignment. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 105 · Cited by 75

Research works printed but not linked: 77

  1. [1]Jolly E Tamir DI Burum B Mitchell JP Wanting without enjoying: the social value of sharing experiences PLoS ONE 2019 14 e0215318 10.1371/journal.pone.0215318 30998766 PMC6472755 · DOI
  2. [2]Durkheim, E. The Elementary Forms of Religious Life (Free Press, 1912).
  3. [3]Wiltermuth SS Heath C Synchrony and cooperation Psychol. Sci. 2009 20 1 5 10.1111/j.1467-9280.2008.02253.x 19152536 · DOI · Paper page
  4. [5]Xygalatas D Extreme rituals promote prosociality Psychol. Sci. 2013 24 1602 1605 10.1177/0956797612472910 23740550 · DOI · Paper page
  5. [6]Whitehouse H Lanman JA The ties that bind us: ritual, fusion, and identification Curr. Anthropol. 2014 55 674 695 10.1086/678698 · DOI · Paper page
  6. [7]Dunbar RIM Emotional arousal when watching drama increases pain threshold and social bonding R. Soc. Open Sci. 2016 3 160288 10.1098/rsos.160288 27703694 PMC5043313 · DOI
  7. [9]Chang, L. J., Jolly, E., Cheong, J. H., Rapuano, K. M., Greenstein, N., Chen, P. H. A. & Manning, J. R. Endogenous variation in ventromedial prefrontal cortex state dynamics during naturalistic viewing reflects affective experience. Sci Adv, 7, eabf7129 (2021). PMC8064646 33893106
  8. [10]Chen, P. H. A., Jolly, E., Cheong, J. H. & Chang, L. J. Intersubject representational similarity analysis reveals individual variations in affective experience when watching erotic movies. NeuroImage, 216, 116851 (2020). PMC7955800 32294538
  9. [11]van Baar JM Chang LJ Sanfey AG The computational and neural substrates of moral strategies in social decision-making Nat. Commun. 2019 10 1483 10.1038/s41467-019-09161-6 30940815 PMC6445121 · DOI
  10. [12]Roy M Shohamy D Wager TD Ventromedial prefrontal-subcortical systems and the generation of affective meaning Trends Cogn. Sci. 2012 16 147 156 10.1016/j.tics.2012.01.005 22310704 PMC3318966 · DOI · Paper page
  11. [13]Ashar YK Chang LJ Wager TD Brain mechanisms of the placebo effect: an affective appraisal account Annu. Rev. Clin. Psychol. 2017 13 73 98 10.1146/annurev-clinpsy-021815-093015 28375723 · DOI
  12. [14]Kang O Wheatley T Pupil dilation patterns reflect the contents of consciousness Conscious. Cogn. 2015 35 128 135 10.1016/j.concog.2015.05.001 26002764 · DOI · Paper page
  13. [16]Nummenmaa L Emotional speech synchronizes brains across listeners and engages large-scale dynamic brain networks Neuroimage 2014 102 498 509 10.1016/j.neuroimage.2014.07.063 25128711 PMC4229500 · DOI
  14. [17]Fridlund AJ Schwartz GE Fowler SC Pattern recognition of self-reported emotional state from multiple-site facial EMG activity during affective imagery Psychophysiology 1984 21 622 637 10.1111/j.1469-8986.1984.tb00249.x 6514939 · DOI
  15. [18]Cohn, J. F. & Ekman, P. Measuring facial action. The New Handbook of Methods in Nonverbal Behavior Research, (eds Harrigan, J., Rosenthal, R., & Scherer, K.) 9–64 (Oxford University Press, 2005).
  16. [21]Butler EA Temporal interpersonal emotion systems Pers. Soc. Psychol. Rev. 2011 15 367 393 10.1177/1088868311411164 21693670 · DOI · Paper page
  17. [22]Fridlund AJ Sociality of solitary smiling: potentiation by an implicit audience J. Pers. Soc. Psychol. 1991 60 229 10.1037/0022-3514.60.2.229 · DOI
  18. [23]Wagner HL Smith J Facial expression in the presence of friends and strangers J. Nonverbal Behav. 1991 15 201 214 10.1007/BF00986922 · DOI
  19. [25]Jakobs E Manstead AS Fischer AH Social context effects on facial activity in a negative emotional setting Emotion 2001 1 51 69 10.1037/1528-3542.1.1.51 12894811 · DOI
  20. [26]Anderson C Keltner D John OP Emotional convergence between people over time J. Pers. Soc. Psychol. 2003 84 1054 1068 10.1037/0022-3514.84.5.1054 12757148 · DOI · Paper page
  21. [27]Vaughan KB Lanzetta JT Vicarious instigation and conditioning of facial expressive and autonomic responses to a model’s expressive display of pain J. Pers. Soc. Psychol. 1980 38 909 923 10.1037/0022-3514.38.6.909 7391931 · DOI
  22. [30]Smith, A. The Theory of Moral Sentiments (Penguin, 2010).
  23. [31]Kramer ADI Guillory JE Hancock JT Experimental evidence of massive-scale emotional contagion through social networks Proc. Natl Acad. Sci. USA 2014 111 8788 8790 10.1073/pnas.1320040111 24889601 PMC4066473 · DOI · Paper page
  24. [33]Levenson RW Biological substrates of empathy and facial modulation of emotion: two facets of the scientific legacy of John Lanzetta Motiv. Emot. 1996 20 185 204 10.1007/BF02251886 · DOI
  25. [34]Barrett LF Adolphs R Marsella S Martinez AM Pollak SD Emotional expressions reconsidered: challenges to inferring emotion from human facial movements Psychol. Sci. Public Interest 2019 20 1 68 10.1177/1529100619832930 31313636 PMC6640856 · DOI · Paper page
  26. [35]Jack RE Garrod OGB Yu H Caldara R Schyns PG Facial expressions of emotion are not culturally universal Proc. Natl Acad. Sci. USA 2012 109 7241 7244 10.1073/pnas.1200155109 22509011 PMC3358835 · DOI · Paper page
  27. [36]Deng, Z. et al. Factorized variational autoencoders for modeling audience reactions to movies. In Proc. 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2017).
  28. [37]McDuff D Girard JM Kaliouby R Large-scale observational evidence of cross-cultural differences in facial behavior J. Nonverbal Behav. 2017 41 1 19 10.1007/s10919-016-0244-x · DOI · Paper page
  29. [40]Martin J Rychlowska M Wood A Niedenthal P Smiles as multipurpose social signals Trends Cogn. Sci. 2017 21 864 877 10.1016/j.tics.2017.08.007 28964655 · DOI · Paper page
  30. [41]Stolk A Verhagen L Toni I Conceptual alignment: how brains achieve mutual understanding Trends Cogn. Sci. 2016 20 180 191 10.1016/j.tics.2015.11.007 26792458 · DOI
  31. [42]Zajonc RB Adelmann PK Murphy ST Niedenthal PM Convergence in the physical appearance of spouses Motiv. Emot. 1987 11 335 346 10.1007/BF00992848 · DOI
  32. [44]Hatfield, E., Cacioppo, J. T. & Rapson, R. L. Emotional Contagion. Studies in Emotion and Social Interaction (Cambridge University Press, 1994).
  33. [45]Chartrand, T. L. & Bargh, J. A. The chameleon effect: the perception-behavior link and social interaction. J. Pers. Soc. Psychol.76, 893–910 (1999). 10402679
  34. [47]Lakin JL Jefferis VE Cheng CM Chartrand TL The chameleon effect as social glue: evidence for the evolutionary significance of nonconscious mimicry J. Nonverbal Behav. 2003 27 145 162 10.1023/A:1025389814290 · DOI · Paper page
  35. [49]Ramseyer F Tschacher W Nonverbal synchrony in psychotherapy: coordinated body movement reflects relationship quality and outcome J. Consult. Clin. Psychol. 2011 79 284 295 10.1037/a0023419 21639608 · DOI · Paper page
  36. [50]Tarr B Launay J Dunbar RIM Silent disco: dancing in synchrony leads to elevated pain thresholds and social closeness Evol. Hum. Behav. 2016 37 343 349 10.1016/j.evolhumbehav.2016.02.004 27540276 PMC4985033 · DOI · Paper page
  37. [53]Hale J Hamilton AFdeC Cognitive mechanisms for responding to mimicry from others Neurosci. Biobehav. Rev. 2016 63 106 123 10.1016/j.neubiorev.2016.02.006 26877104 · DOI
  38. [54]Farmer H Ciaunica A Hamilton AFdeC The functions of imitative behaviour in humans Mind Lang. 2018 33 378 396 10.1111/mila.12189 30333677 PMC6175014 · DOI
  39. [55]Dunn BD Billotti D Murphy V Dalgleish T The consequences of effortful emotion regulation when processing distressing material: a comparison of suppression and acceptance Behav. Res. Ther. 2009 47 761 773 10.1016/j.brat.2009.05.007 19559401 PMC2764381 · DOI · Paper page
  40. [56]Golland Y Keissar K Levit-Binnun N Studying the dynamics of autonomic activity during emotional experience Psychophysiology 2014 51 1101 1111 10.1111/psyp.12261 25039415 · DOI
  41. [57]Levenson RW The autonomic nervous system and emotion Emot. Rev. 2014 6 100 112 10.1177/1754073913512003 · DOI
  42. [58]Höfling TTA Gerdes ABM Föhl U Alpers GW Read my face: automatic facial coding versus psychophysiological indicators of emotional valence and arousal Front. Psychol. 2020 11 1388 10.3389/fpsyg.2020.01388 32636788 PMC7316962 · DOI
  43. [59]Slovák, P., Tennent, P., Reeves, S. & Fitzpatrick, G. Exploring skin conductance synchronisation in everyday interactions. In Proc. 8th Nordic Conference on Human-Computer Interaction Fun, Fast, Foundational (NordiCHI ’14). 10.1145/2639189.2639206 (2014). · DOI
  44. [61]Cheong JH Brooks S Chang LJ FaceSync: open source framework for recording facial expressions with head-mounted cameras F1000Res 2019 8 702 10.12688/f1000research.18187.1 32185017 PMC7059847 · DOI
  45. [62]Littlewort, G. et al. The computer expression recognition toolbox (CERT). In Proc. 9th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 298–305 (IEEE, 2011).
  46. [64]Chen G Untangling the relatedness among correlations, part I: Nonparametric approaches to inter-subject correlation analysis at the group level Neuroimage 2016 142 248 259 10.1016/j.neuroimage.2016.05.023 27195792 PMC5114176 · DOI
  47. [65]Lancaster G Iatsenko D Pidde A Ticcinelli V Stefanovska A Surrogate data for hypothesis testing of physical systems Phys. Rep. 2018 748 1 60 10.1016/j.physrep.2018.06.001 · DOI
  48. [68]Chen, P.-H. C. et al. A reduced-dimension fMRI shared response model. Adv. Neural Inf. Process. Syst.28, 460–468 (2015).
  49. [69]Ekman, P. & Rosenberg, E. L. What the Face Reveals: Basic and Applied Studies of Spontaneous Expression Using the Facial Action Coding System (FACS). (Oxford University Press, 1997).
  50. [70]Bollen K Lennox R Conventional wisdom on measurement: a structural equation perspective Psychol. Bull. 1991 110 305 314 10.1037/0033-2909.110.2.305 · DOI · Paper page
  51. [71]Bollen KA Latent variables in psychology and the social sciences Annu. Rev. Psychol. 2002 53 605 634 10.1146/annurev.psych.53.100901.135239 11752498 · DOI
  52. [72]Wheatley T Boncz A Toni I Stolk A Beyond the isolated brain: the promise and challenge of interacting minds Neuron 2019 103 186 188 10.1016/j.neuron.2019.05.009 31319048 PMC7789915 · DOI
  53. [73]Echterhoff G Higgins ET Levine JM Shared reality: experiencing commonality with others’ inner states about the world Perspect. Psychol. Sci. 2009 4 496 521 10.1111/j.1745-6924.2009.01161.x 26162223 · DOI
  54. [74]Festinger L A theory of social comparison processes Hum. Relat. 1954 7 117 140 10.1177/001872675400700202 · DOI · Paper page
  55. [75]Baumeister RF Leary MR The need to belong: desire for interpersonal attachments as a fundamental human motivation Psychol. Bull. 1995 117 497 529 10.1037/0033-2909.117.3.497 7777651 · DOI · Paper page
  56. [76]McPherson M Smith-Lovin L Cook JM Birds of a feather: homophily in social networks Annu. Rev. Sociol. 2001 27 415 444 10.1146/annurev.soc.27.1.415 · DOI · Paper page
  57. [77]Yeshurun, Y., Swanson, S. & Simony, E. Same story, different story: the neural representation of interpretive frameworks. Psychol. Sci.28, 307–319 (2017). PMC5348256 28099068
  58. [79]Chen J Shared memories reveal shared structure in neural activity across individuals Nat. Neurosci. 2017 20 115 125 10.1038/nn.4450 27918531 PMC5191958 · DOI · Paper page
  59. [83]Bruder M Dosmukhambetova D Nerb J Manstead ASR Emotional signals in nonverbal interaction: dyadic facilitation and convergence in expressions, appraisals, and feelings Cogn. Emot. 2012 26 480 502 10.1080/02699931.2011.645280 22471853 · DOI
  60. [84]Boothby EJ Clark MS Bargh JA Shared experiences are amplified Psychol. Sci. 2014 25 2209 2216 10.1177/0956797614551162 25274583 · DOI
  61. [85]Shteynberg G Hirsh JB Galinsky AD Knight AP Shared attention increases mood infusion J. Exp. Psychol. Gen. 2014 143 123 130 10.1037/a0031549 23317087 · DOI
  62. [86]Shteynberg G Feeling more together: group attention intensifies emotion Emotion 2014 14 1102 1114 10.1037/a0037697 25151520 · DOI
  63. [87]Butler EA Interpersonal affect dynamics: it takes two (and time) to tango Emot. Rev. 2015 7 336 341 10.1177/1754073915590622 · DOI
  64. [88]Butler EA Randall A Emotional coregulation in close relationships Emot. Rev. 2012 5 202 210 10.1177/1754073912451630 · DOI · Paper page
  65. [89]Tognoli E Kelso JAS The metastable brain Neuron 2014 81 35 48 10.1016/j.neuron.2013.12.022 24411730 PMC3997258 · DOI · Paper page
  66. [90]Galesic M Stein DL Statistical physics models of belief dynamics: theory and empirical tests Phys. A Stat. Mech. Appl. 2019 519 275 294 10.1016/j.physa.2018.12.011 · DOI
  67. [91]Stöckli S Schulte-Mecklenbeck M Borer S Samson AC Facial expression analysis with AFFDEX and FACET: a validation study Behav. Res. Methods 2018 50 1446 1460 10.3758/s13428-017-0996-1 29218587 · DOI
  68. [92]Crivelli C Fridlund AJ Facial displays are tools for social influence Trends Cogn. Sci. 2018 22 388 399 10.1016/j.tics.2018.02.006 29544997 · DOI
  69. [94]Niedenthal, P. M., Krauth-Gruber, S. & Ric, F. Psychology of Emotion: Interpersonal, Experiential, and Cognitive Approaches (Psychology Press, 2006).
  70. [95]Cohn JF Zlochower AJ Lien J Kanade T Automated face analysis by feature point tracking has high concurrent validity with manual FACS coding Psychophysiology 1999 36 35 43 10.1017/S0048577299971184 10098378 · DOI
  71. [96]Mantel N The detection of disease clustering and a generalized regression approach Cancer Res. 1967 27 209 220 6018555
  72. [98]Cheong, J. H. et al. Py-Feat: Python Facial Expression Analysis Toolbox. Affect. Sci. 10.1007/s42761-023-00191-4 (2023). PMC10751270 38156250 · DOI
  73. [99]Chen P-HA Socially transmitted placebo effects Nat. Hum. Behav. 2019 3 1295 1305 10.1038/s41562-019-0749-5 31636406 PMC7494051 · DOI
  74. [100]Rosseel Y Lavaan: an R package for structural equation modeling and more. Version 0.5-12 (BETA) J. Stat. Softw. 2012 48 1 36 10.18637/jss.v048.i02 · DOI · Paper page
  75. [101]McKinney W Data structures for statistical computing in Python Proc. 9th Python Sci. Conf. 2010 445 51 56
  76. [103]Hunter JD Matplotlib: a 2D graphics environment Comput. Sci. Eng. 2007 9 90 95 10.1109/MCSE.2007.55 · DOI · Paper page
  77. [105]van der Walt S Colbert SC Varoquaux G The NumPy Array: a structure for efficient numerical computation Comput. Sci. Eng. 2011 13 22 30 10.1109/MCSE.2011.37 · DOI

Authors
Cheong, J. H., Molani, Z., Sadhukha, S., & Chang, L. J.
Affiliations
Dartmouth College (US)
Corresponding author
Chang, Luke J.
Venue
Communications Biology
Published
2023-10-28
Volume
6
Issue
1
Pages
1099-1099
ISSN
2399-3642 (ISSN-L)
OpenAlex
W4388033246
Cited by
75
References
105
Citations by year
2026: 24 · 2025: 27 · 2024: 10 · 2023: 4 · 2022: 4 · 2021: 6
FWCI
19.24
Type
journal article
Language
en
Open access
Locations
  • Communications Biology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (R01MH116026)
  • U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (R01DA053311)
  • National Science Foundation (1848370, CAREER 1848370)
  • U.S. Department of Health & Human Services | National Institutes of Health (R01MH116026)
Topics
  • Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
  • Social Sciences › Psychology › Social Psychology › Attachment and Relationship Dynamics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Evolutionary Psychology and Human Behavior
Keywords
collective experience, social connectedness, electrodermal activity, physiological synchrony, dyadic interaction
MeSH terms
Emotions, Humans, Interpersonal Relations

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review