ReviewFrontiers in psychology2021
Exploring the "Dark Matter" of Social Interaction: Systematic Review of a Decade of Research in Spontaneous Interpersonal Coordination.
Review in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Interpersonal motor synchrony in autism: a systematic review and meta-analysis.Frontiers in psychiatry · 2024Pooled it
- Automated Quantification of Head Motion Synchrony in Peer Interactions of Autistic and Non-Autistic Youth.Developmental science · 2026Article
- The Dynamical Hypothesis in Situ: Challenges and Opportunities for a Dynamical Social Approach to Interpersonal Coordination.Topics in cognitive science · 2026Review
- A transdiagnostic AI-based measure of interpersonal coordination in autism and other conditions.Molecular autism · 2026Article
- Towards an informational account of interpersonal coordination.Nature reviews. Neuroscience · 2026Review
- Interpersonal coordination in communication: effects of alignment in multiple modalities on objective and subjective task outcomes.Frontiers in psychology · 2026Article
- Whole-body synchronization in autistic adults.Frontiers in human neuroscience · 2026Article
- Making sense together: participatory sensemaking, learning cycles, and group roles.Frontiers in psychology · 2026Article
- Reading the Social Clock: Analyzing Nonverbal Coordination Dynamics in Casual Chat and Conflict.Annals of the New York Academy of Sciences · 2025Article
- Time contingency and social engagement shape interaction choices in autism and neurotypical development.Scientific reports · 2025Article
- De-sync: disruption of synchronization as a key factor in individual and collective creative processes.BMC neuroscience · 2024Review
- Submovement interpersonal coupling is associated to audio-motor coordination performance.Scientific reports · 2024Article
- From unimodal to multimodal dynamics of verbal and nonverbal cues during unstructured conversation.PloS one · 2024Article
- Impact of emotion-laden acoustic stimuli on group synchronisation performance.Scientific reports · 2023Article
- Article
- Right brain-to-right brain psychotherapy: recent scientific and clinical advances.Annals of general psychiatry · 2022Review
- Nonverbal synchrony in subjects with hearing impairment and their significant others.Frontiers in psychology · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Interpersonal coordination is a research topic that has attracted considerable attention this last decade both due to a theoretical shift from intra-individual to inter-individual processes and due to the development of new methods for recording and analyzing movements in ecological settings. Encompassing spatiotemporal behavioral matching, interpersonal coordination is considered as "social glue" due to its capacity to foster social bonding. However, the mechanisms underlying this effect are still unclear and recent findings suggest a complex picture. Goal-oriented joint action and spontaneous coordination are often conflated, making it difficult to disentangle the role of joint commitment from unconscious mutual attunement. Consequently, the goals of the present article are twofold: (1) to illustrate the rapid expansion of interpersonal coordination as a research topic and (2) to conduct a systematic review of spontaneous interpersonal coordination, summarizing its latest developments and current challenges this last decade. By applying Rapid Automatic Keyword Extraction and Latent Dirichlet Allocation algorithms, keywords were extracted from PubMed and Scopus databases revealing the large diversity of research topics associated with spontaneous interpersonal coordination. Using the same databases and the keywords "behavioral matching," "interactional synchrony," and "interpersonal coordination," 1,213 articles were identified, extracted, and screened following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses protocol. A total of 19 articles were selected using the following inclusion criteria: (1) dynamic and spontaneous interactions between two unacquainted individuals (2) kinematic analyses, and (3) non-clinical and non-expert adult populations. The results of this systematic review stress the proliferation of various definitions and experimental paradigms that study perceptual and/or social influences on the emergence of spontaneous interpersonal coordination. As methods and indices used to quantify interpersonal coordination differ from one study to another, it becomes difficult to establish a coherent picture. This review highlights the need to reconsider interpersonal coordination not as the pinnacle of social interactions but as a complex dynamical process that requires cautious interpretation. An interdisciplinary approach is necessary for building bridges across scattered research fields through opening a dialogue between different theoretical frameworks and consequently provides a more ecological and holistic understanding of human social cognition.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.