Evidence map›Paper›PMID 42521675›Full record

ArticleNature communications2026

Adult-to-infant unidirectional neural coupling mediates selective social learning in infants from the United Kingdom and Singapore.

Wei Zhang, Kaili Clackson, Stanimira Georgieva, Lorena Santamaria, Vanessa Reindl, Valdas Noreika, Nicholas Darby, Vaka Valsdóttir, Priyadharshini Santhanakrishnan, Victoria Leong

Abstract read
In one paragraph

Article in Nature communications, 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
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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

10 authors.

Wei ZhangEarly Mental Potential and Wellbeing Research (EMPOWER) Centre, Nanyang Technological University, Singapore, Singapore.
Kaili ClacksonEarly Mental Potential and Wellbeing Research (EMPOWER) Centre, Nanyang Technological University, Singapore, Singapore.
Stanimira GeorgievaEarly Mental Potential and Wellbeing Research (EMPOWER) Centre, Nanyang Technological University, Singapore, Singapore.
Lorena SantamariaEarly Mental Potential and Wellbeing Research (EMPOWER) Centre, Nanyang Technological University, Singapore, Singapore.
Vanessa ReindlPsychology, Nanyang Technological University, Singapore, Singapore.
Valdas NoreikaDepartment of Psychology, School of Biological and Chemical Sciences, Queen Mary University of London, London, UK.
Nicholas DarbyDepartment of Psychology, University of Cambridge, Cambridge, UK.
Vaka ValsdóttirDepartment of Psychology, University of Cambridge, Cambridge, UK.ORCID 0000-0003-3642-6313
Priyadharshini SanthanakrishnanEarly Mental Potential and Wellbeing Research (EMPOWER) Centre, Nanyang Technological University, Singapore, Singapore.
Victoria LeongEarly Mental Potential and Wellbeing Research (EMPOWER) Centre, Nanyang Technological University, Singapore, Singapore. victorialeong@ntu.edu.sg.ORCID 0000-0003-0666-9445

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Infants possess powerful learning abilities, but their neural resources must be deployed parsimoniously toward the most relevant information in a given social context. Adults curate infants' information selection through ostensive marking of valuable content using social cues such as eye-contact. However, the neural mechanisms that support social gating of early learning remain unclear. Here, we demonstrate that - in infants from UK and Singapore - unidirectional adult-speaker to infant-listener neural coupling mediates infants' selection of socially-relevant information for learning. Specifically, speaker-to-listener neural coupling is modulated by the adult speaker's eye contact and predicts selective learning of an artificial language that is paired with full (compared to partial or no) eye contact. Speaker-to-listener neural coupling is a better predictor of selective learning than infants' own neural activity, suggesting that this signal effectively captures important social influences on early cognition, and may provide insights into social valuation decision-processes that dictate early social learning.

Indexed as

LearningSocial LearningAdultCuesFemaleHumansInfantMaleSingaporeUnited Kingdom

Identifiers

PMID42521675
PMCPMC13415865

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Registered trials

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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.