Evidence map›Paper›PMID 40800767›Full record

ArticleImaging neuroscience (Cambridge, Mass.)2025

Analytical pipeline optimisation in developmental fNIRS hyperscanning data: Neural coherence between 4- to 6-year old children collaborating with their mothers.

Victoria St Clair, Letizia Contini, Rebecca Re, Paola Pinti, Denis Mareschal

Abstract read
In one paragraph

Article in Imaging neuroscience (Cambridge, Mass.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
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

5 authors.

Victoria St ClairCentre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom.ORCID https://orcid.org/0000-0002-0911-6670
Letizia ContiniPolitecnico di Milano, Dipartimento di Fisica, Piazza Leonardo da Vinci, Milan, Italy.
Rebecca RePolitecnico di Milano, Dipartimento di Fisica, Piazza Leonardo da Vinci, Milan, Italy.
Paola PintiCentre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom.
Denis MareschalCentre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Much of a child's early learning takes place during social interactions with others. Neural synchrony, the temporal alignment of individuals' functional brain activity, is a neural mechanism that may support successful interaction, but its biological origins and sensitivity to environmental factors remain unknown. This study measures neural coherence between 4- to 6-year-old children and their mothers using wearable functional near-infrared spectroscopy ("fNIRS") in a collaborative problem-solving hyperscanning paradigm. Best practices in fNIRS data processing are incorporated to optimise coherence quantification and extricate environmental- and task-related effects. Results suggest physiological noise in the extracerebral layer artificially inflated coherence strength in both oxygenated ("HbO

Indexed as

collaborative problem solvingfunctional near-infrared spectroscopyhyperscanningneural synchronyparent–child interactionwavelet transform coherence

Identifiers

PMID40800767
PMCPMC12319887

What OpenQuestion 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 OpenQuestion graph.