Evidence map›Paper›PMID 41301284›Full record

ArticleBehavioral sciences (Basel, Switzerland)2025

Predicting Factors of Cognitive Flexibility in Chinese-English Bilinguals: Insights from Mouse Tracking Task Switching.

Wenting Ye, Mengyan Zhu, Ting Li, Jiang Qiu

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2025. 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.

Wenting YeFaculty of Psychology, Southwest University (SWU), Chongqing 400715, China.ORCID 0000-0002-6155-0386
Mengyan ZhuSchool of Psychological Science, University of Bristol, Bristol BS8 1QU, UK.ORCID 0000-0002-0270-0014
Ting LiFaculty of Social Sciences, Chongqing University, Chongqing 400044, China.
Jiang QiuFaculty of Psychology, Southwest University (SWU), Chongqing 400715, China.

Funding

2023 Chongqing Postdoctoral Research Project Special Funding 2023CQBSHTB3026
6 · The paper itself

Abstract

This study investigated factors predicting cognitive flexibility in Chinese-English bilinguals, with a comprehensive focus on demographic and language-related variables. Cognitive flexibility was assessed using reaction times (RTs) and maximum absolute deviation (MAD) in a mouse-tracking nonverbal task-switching paradigm, capturing both mix and switch costs. Regression analyses revealed that bilingual experience explained a larger proportion of variance in mix costs than in switch costs, with stronger effects for MAD than RTs. Higher composite factor scores (CFS) were positively associated with mix costs, whereas balanced language use across life stages, activities, and interlocutors predicted smaller mix costs, suggesting a move to multi-dimensional, experience-based approaches. In contrast, switch costs were largely unrelated to CFS, but balanced language use across situational contexts, which predicted reduced switch costs in MAD, indicating enhanced reactive control. Moreover, bilingual experiences in the home environment appeared to be positively associated with cognitive flexibility. These findings highlight the multidimensional nature of bilingual experience and underscore the value of movement trajectory measures in capturing subtle effects on sustained and transient cognitive control.

Indexed as

bilingualmix costmouse trackingswitch costtask switching

Identifiers

PMID41301284
PMCPMC12649456

What OpenQuestion holds

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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.