Submitted:
22 April 2026
Posted:
23 April 2026
You are already at the latest version
Abstract

Keywords:
1. Introduction
- Is there a significant association between parent and child RMSSD during free-play interactions?
- Do children’s mean HR differ across attachment types?
2. Methods
2.1. Participants
| Variable | n (%) or M (SD) |
|---|---|
| Child age (months) | 36.48 (5.21) |
| Parent age (years) | 37.30 (4.14) |
| Child sex | |
| Male | 9 (36.0%) |
| Female | 16 (64.0%) |
| Parent sex | |
| Father | 3 (12.0%) |
| Mother | 22 (88.0%) |
| Parent education | |
| High school graduate | 2 (8.0%) |
| College graduate | 23 (92.0%) |
| Household economic status | |
| Upper-middle | 8 (32.0%) |
| Middle-middle | 13 (52.0%) |
| Lower-middle | 4 (16.0%) |
2.2. Procedure
2.3. Measures
2.3.1. Physiological Measures
2.3.2. Play Interaction and Separation–Reunion Assessment
2.3.3. Parental Anxiety
2.4. Data Analysis
3. Results
3.2. Correlations among Physiological Variables
3.3. Group Differences by Attachment Security
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| HR | Heart Rate |
| HRV | Heart Rate Variability |
| RMSSD | Root Mean Square of Successive Differences |
| SDNN | Standard Deviation of Normal-to-Normal Intervals |
References
- Ainsworth, M. D. S.; Blehar, M. C.; Waters, E.; Wall, S. Patterns of attachment: A psychological study of the strange situation; Erlbaum, 1978. [Google Scholar]
- Alborough, J. Hug; Candlewick Press, 2000. [Google Scholar]
- Atzil, S.; Hendler, T.; Feldman, R. The brain basis of social synchrony. Social cognitive and affective neuroscience 2014, 9(8), 1193–1202. [Google Scholar] [CrossRef] [PubMed]
- Bowlby, J. Attachment and loss. In Attachment, 2nd ed.; Basic Books, 1982; Vol. 1. [Google Scholar]
- Cattaneo, L. A.; Franquillo, A. C.; Grecucci, A.; Beccia, L.; Caretti, V.; Dadomo, H. Is low heart rate variability associated with emotional dysregulation, psychopathological dimensions, and prefrontal dysfunctions? An integrative view. Journal of personalized medicine 2021, 11(9), 872. [Google Scholar] [CrossRef]
- Davis, M.; West, K.; Bilms, J.; Morelen, D.; Suveg, C. A systematic review of parent–child synchrony: It is more than skin deep. Developmental Psychobiology 2018, 60, 674–691. [Google Scholar] [CrossRef]
- Feldman, R.; Magori-Cohen, R.; Galili, G.; Singer, M.; Louzoun, Y. Mother and infant coordinate heart rhythms through episodes of interaction synchrony. Infant Behavior and Development 2011, 34(4), 569–577. [Google Scholar] [CrossRef]
- Feldman, R. Parent–infant synchrony and the construction of shared timing. Journal of Child Psychology and Psychiatry 2007, 48, 329–354. [Google Scholar] [CrossRef]
- Feldman, R. Parent–infant synchrony: A biobehavioral model. Monographs of the Society for Research in Child Development 2012, 77, 42–51. [Google Scholar] [CrossRef]
- Feldman, R. The neurobiology of human attachments. Trends in cognitive sciences 2017, 21(2), 80–99. [Google Scholar] [CrossRef]
- Groh, A. M.; Fearon, R. M. P.; van IJzendoorn, M. H.; Bakermans-Kranenburg, M. J.; Roisman, G. I. Attachment in the early life course. Child Development Perspectives 2017, 11, 70–76. [Google Scholar] [CrossRef]
- Harrist, A. W.; Waugh, R. M. Dyadic synchrony: Its structure and function in children’s development. Developmental review 2002, 22(4), 555–592. [Google Scholar] [CrossRef]
- Hill-Soderlund, A. L.; Mills-Koonce, W. R.; Propper, C.; Calkins, S. D.; Granger, D. A.; Moore, G. A.; Gariepy, J.-L.; Cox, M. J. Parasympathetic and sympathetic responses to the strange situation. Developmental Psychobiology 2008, 50, 361–376. [Google Scholar] [CrossRef] [PubMed]
- IBM Corp. IBM SPSS Statistics for Windows(Version 29); IBM Corp, 2022. [Google Scholar]
- Kwon, Y. J.; Ha, Y. R. Parent-child play assessment; Hakjisa, 2023. [Google Scholar]
- Lunkenheimer, E.; Tiberio, S. S.; Buss, K. A.; Lucas-Thompson, R. G.; Boker, S. M.; Timpe, Z. C. Coregulation of respiratory sinus arrhythmia. Developmental Psychobiology 2015, 57, 994–1003. [Google Scholar] [CrossRef]
- Miller, J. G.; Vrtička, P.; Cui, X.; Shrestha, S.; Hosseini, S. H.; Baker, J. M.; Reiss, A. L. Inter-brain synchrony in mother-child dyads during cooperation: an fNIRS hyperscanning study. Neuropsychologia 2019, 124, 117–124. [Google Scholar] [CrossRef]
- Perlman, S. B.; Lunkenheimer, E.; Panlilio, C.; Pérez-Edgar, K. Parent-to-child anxiety transmission. Clinical Child and Family Psychology Review 2022, 25, 110–129. [Google Scholar] [CrossRef] [PubMed]
- Porges, S. W. The polyvagal perspective. Biological Psychology 2007, 74, 116–143. [Google Scholar] [CrossRef]
- Shaffer, F.; Ginsberg, J. P. An overview of heart rate variability metrics and norms. Frontiers in public health 2017, 5, 290215. [Google Scholar] [CrossRef] [PubMed]
- Smith, C. G.; Jones, E. J. H.; Charman, T.; Clackson, K.; Mirza, F. U.; Wass, S. V. Anxious parents show higher physiological synchrony with their infants. Psychological Medicine 2022, 52(14), 3040–3050. [Google Scholar] [CrossRef] [PubMed]
- Smith, J. D.; Woodhouse, S. S.; Clark, C. A. C.; Skowron, E. A. Attachment status and parasympathetic response to the strange situation procedure. Biological Psychology 2016, 114, 39–48. [Google Scholar] [CrossRef]
- Spitzer, R. L.; Kroenke, K.; Williams, J. B. W.; Löwe, B. A brief measure for assessing generalized anxiety disorder: The GAD-7. Archives of Internal Medicine 2006, 166(10), 1092–1097. [Google Scholar] [CrossRef]
- Thayer, J. F.; Lane, R. D. Claude Bernard and the heart–brain connection. Neuroscience and Biobehavioral Reviews 2009, 33, 81–88. [Google Scholar] [CrossRef]
- Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Heart rate variability: Standards of measurement, physiological interpretation, and clinical use. Circulation 1996, 93(5), 1043–1065. [Google Scholar] [CrossRef]
- Wass, S. V.; Smith, C. G.; Clackson, K.; Gibb, C.; Eitzenberger, J.; Mirza, F. U. Parents mimic and influence their infant’s autonomic state through dynamic affective state matching. Current biology 2019, 29(14), 2415–2422. [Google Scholar] [CrossRef] [PubMed]
- Williams, D. P.; Cash, C.; Rankin, C.; Bernardi, A.; Koenig, J.; Thayer, J. F. Resting heart rate variability predicts self-reported difficulties in emotion regulation: a focus on different facets of emotion regulation. Frontiers in Psychology 2015, 6, 261. [Google Scholar] [CrossRef] [PubMed]
- Zeevi, L.; klein Selle, N.; Kellmann, E. L.; Boiman, G.; Hart, Y.; Atzil, S. Bio-behavioral synchrony is a potential mechanism for mate selection in humans. Scientific Reports 2022, 12(1), 4786. [Google Scholar] [CrossRef] [PubMed]

| Variable | M | SD | Min | Max |
|---|---|---|---|---|
| Parent mean HR (bpm) | 73.75 | 9.79 | 58.95 | 95.32 |
| Child mean HR (bpm) | 98.57 | 15.50 | 55.22 | 121.28 |
| Parent SDNN (ms) | 296.61 | 75.26 | 153.36 | 416.18 |
| Child SDNN (ms) | 341.47 | 103.90 | 116.84 | 501.50 |
| Parent RMSSD (ms) | 276.03 | 56.33 | 176.27 | 360.32 |
| Child RMSSD (ms) | 254.01 | 71.45 | 94.16 | 363.08 |
| Child HR/RMSSD ratio | 0.46 | 0.28 | 0.15 | 1.29 |
| Parent anxiety | 3.16 | 2.25 | 0.00 | 7.00 |
| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
|---|---|---|---|---|---|---|---|
| 1 Parent mean HR | |||||||
| 2 Child mean HR | .359† | ||||||
| 3 Parent SDNN | -.272 | -.292 | |||||
| 4 Child SDNN | -.333 | -.747*** | .275 | ||||
| 5 Parent RMSSD | -.355† | -.212 | .948*** | .263 | |||
| 6 Child RMSSD | -.282 | -.826*** | .505** | .828*** | .477* | ||
| 7 Child HR/RMSSD ratio | .356† | .958*** | -.365† | -.838*** | -.320 | -.934*** | |
| 8 Parent anxiety | .419* | .512** | .100 | -.344† | .110 | -.304 | .428* |
| Variable | Stable attachment M(SD) | Resistant attachment M(SD) | t(df) | p | Hedges’ g |
|---|---|---|---|---|---|
| Child mean HR (bpm) | 93.93 (14.63) | 110.48 (11.14) | 2.69 (23) | .013 | 1.16 |
| Child RMSSD (ms) | 273.51 (55.47) | 203.85 (87.33) | -1.96 (7.96) | .086 | -1.03 |
| Child HR/RMSSD | 0.37 (0.14) | 0.69 (0.41) | 1.99 (6.53) | .089 | 1.27 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.