When research does not synchronize: Comprehensive analyses show no mother–child physiological coupling | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Article When research does not synchronize: Comprehensive analyses show no mother–child physiological coupling Georgios Rousis, Lisa Gistelinck, Ward Deferm, Rowena Van den Broeck, and 5 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8479203/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract Biobehavioral synchrony refers to covariation in physiological signals between interacting partners and is widely hypothesized to support co-regulation, bonding, and early socio-emotional development. This assumption is particularly salient for children born preterm, who often experience reduced early physical contact and prolonged neonatal separation, potentially shaping later caregiver–child attunement. Here we present a large-scale, systematic investigation of mother–child physiological synchrony in 102 dyads (70 preterm 5-year-olds and 32 matched full-term controls). Heart rate was recorded across eight interaction paradigms spanning passive viewing to face-to-face play. We applied the major commonly used analytic approaches, combined with rigorous surrogate-data controls and multiverse analyses, to assess the robustness of synchrony estimates. Across all paradigms, metrics, and analytic variants, synchrony in real dyads never exceeded that observed in pair-shuffled or segment-shuffled surrogate data. Patterns were virtually identical in full-term and preterm groups, and no reliable variability in synchrony remained that could be related to indices of prematurity. Together, these findings challenge the view that autonomic synchrony is a robust or ubiquitous feature of early social interaction and reveal substantial methodological fragility in current synchrony research. Our results underscore the need for more rigorous analytical frameworks and raise critical questions about when - and whether - physiological synchrony genuinely emerges in caregiver–child relationships. Biological sciences/Psychology/Human behaviour Biological sciences/Physiology Physiological synchrony Prematurity Mother-child interactions Multiverse analyses Full Text Additional Declarations There is NO Competing Interest. Supplementary Files Supplementarymaterial.pdf Supplementary material Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. 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Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-8479203","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Article","associatedPublications":[],"authors":[{"id":569387850,"identity":"4ad114e7-94f9-4d12-9699-47cd1112cc6d","order_by":0,"name":"Georgios 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