Evidence map›Paper›PMID 42345043›Full record

ArticlePNAS nexus2026

Heart rate synchrony as a marker of real-world social engagement.

Hanlu He, Jeppe H Christensen, A Josefine Munch Sørensen, Ivana Konvalinka

Abstract read
In one paragraph

Article in PNAS nexus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Hanlu HeSection for Cognitive Systems, Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lynby 2800, Denmark.ORCID https://orcid.org/0009-0008-5637-3574
Jeppe H ChristensenEriksholm Research Centre, Oticon A/S, Snekkersten 3070, Denmark.ORCID https://orcid.org/0000-0002-6666-8869
A Josefine Munch SørensenEriksholm Research Centre, Oticon A/S, Snekkersten 3070, Denmark.ORCID https://orcid.org/0000-0001-8148-5692
Ivana KonvalinkaSection for Cognitive Systems, Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lynby 2800, Denmark.ORCID https://orcid.org/0000-0003-3405-6291

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human social behavior unfolds in complex real-world environments influenced by social and environmental factors, yet reliable markers of social engagement and connection remain elusive. Interpersonal physiological synchrony has been proposed as one such marker, but its occurrence in everyday settings is not well established. To investigate the social and environmental factors that influence physiological synchrony, we continuously measured heart rate (HR), GPS, and acoustic features of the sound environment from 72 participants across three multiday trips to New York City, capturing naturalistic social behavior. Across all three trips, HRs reliably synchronized when participants were in close physical proximity, indicating that shared environmental context was sufficient to elicit synchrony. Synchrony was higher among socially familiar peers, and context dependent, emerging during close-proximity interactions and joint attention to shared stimuli, but not dispersed interactions. It was also modulated by the sound environment. Periods with low-to-moderate sound pressure levels and moderate-to-high signal-to-noise ratios were associated with increased synchrony, while periods with excessive environmental noise were related to reduced levels comparable to noninteractive settings, which may reflect lower levels of joint engagement in noisier environments. These findings demonstrate that interpersonal physiological synchrony emerges in naturalistic social settings and is modulated by physical proximity, social familiarity, social context, and the sound environment, establishing it as a reliable marker of real-world social engagement.

Indexed as

interpersonal physiological synchronyreal-world engagementsocial interactionsound environment

Identifiers

PMID42345043
PMCPMC13288439

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.