Evidence map›Paper›PMID 41173877›Full record

ArticleNPJ science of learning2025

Interpersonal neural synchronization underlies interactive concept learning in older adults.

Zi-Wei Liang, Zhi-Jun Zhan, Ying-Chen Liu, Hong-Zhou Xu, Jing Yu

Abstract read
In one paragraph

Article in NPJ science of learning, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Zi-Wei LiangFaculty of Psychology, Southwest University, Chongqing, 400715, China.
Zhi-Jun ZhanFaculty of Psychology, Southwest University, Chongqing, 400715, China.
Ying-Chen LiuFaculty of Psychology, Southwest University, Chongqing, 400715, China.
Hong-Zhou XuFaculty of Psychology, Southwest University, Chongqing, 400715, China.
Jing YuFaculty of Psychology, Southwest University, Chongqing, 400715, China. helen12@swu.edu.cn.

Funding

National Natural Science Foundation of China 32371109
6 · The paper itself

Abstract

Lifelong learning is essential for active aging, yet interactive learning remains underexplored in older adults. Using fNIRS-based hyperscanning, this study investigated instructor-learner neural interactions in older learners during a concept learning task. Study 1 compared passive and active learning approaches in younger and older learners, while Study 2 compared intergenerational (younger instructors) versus intragenerational (older instructors) learning among older learners, using the more effective approach from Study 1. Older adults performed better with passive learning (Study 1) and when taught by younger instructors (Study 2). Passive learning increased frontopolar interpersonal neural synchronization (INS), while intergenerational learning enhanced INS in both frontopolar and dorsolateral prefrontal regions. Intersubject representational similarity analysis (IS-RSA) showed that learners with similar performance exhibited greater neural similarity in the frontopolar cortex. These findings reveal the neural basis of interactive learning in aging and offer practical guidance for optimizing educational practices in older populations.

Identifiers

PMID41173877
PMCPMC12578902

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.