Evidence map›Paper›PMID 34093308›Full record

SynthesisFrontiers in psychology2021

A Systematic Review of MRI Neuroimaging for Education Research.

Ching-Lin Wu, Tzung-Jin Lin, Guo-Li Chiou, Chia-Ying Lee, Hui Luan, Meng-Jung Tsai, Patrice Potvin, Chin-Chung Tsai

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. The Brain Economy: Advancing Brain Science to Better Understand the Modern Economy.The Malaysian journal of medical sciences : MJMS · 2024
    Article
  3. Review
  4. Review
  5. Article
  6. 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

8 authors.

Ching-Lin WuProgram of Learning Sciences, School of Learning Informatics, National Taiwan Normal University, Taipei, Taiwan.
Tzung-Jin LinProgram of Learning Sciences, School of Learning Informatics, National Taiwan Normal University, Taipei, Taiwan.
Guo-Li ChiouProgram of Learning Sciences, School of Learning Informatics, National Taiwan Normal University, Taipei, Taiwan.
Chia-Ying LeeInstitute of Neuroscience, National Yang-Ming University, Taipei, Taiwan.
Hui LuanInstitute for Research Excellence in Learning Sciences, National Taiwan Normal University, Taipei, Taiwan.
Meng-Jung TsaiProgram of Learning Sciences, School of Learning Informatics, National Taiwan Normal University, Taipei, Taiwan.
Patrice PotvinDépartement de Didactique, Université du Québec à Montréal, Montréal, QC, Canada.
Chin-Chung TsaiProgram of Learning Sciences, School of Learning Informatics, National Taiwan Normal University, Taipei, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aims to disclose how the magnetic resonance imaging (MRI) neuroimaging approach has been applied in education studies, and what kind of learning themes has been investigated in the reviewed MRI neuroimaging research. Based on the keywords "brain or neuroimaging or neuroscience" and "MRI or diffusion tensor imaging (DTI) or white matter or gray matter or resting-state," a total of 25 papers were selected from the subject areas "Educational Psychology" and "Education and Educational Research" from the Web of Science and Scopus from 2000 to 2019. Content analysis showed that MRI neuroimaging and learning were studied under the following three major topics and nine subtopics: cognitive function (language, creativity, music, physical activity), science education (mathematical learning, biology learning, physics learning), and brain development (parenting, personality development). As for the type of MRI neuroimaging research, the most frequently used approaches were functional MRI, followed by structural MRI and DTI, although the choice of approach was often motivated by the specific research question. Research development trends show that the neural plasticity theme has become more prominent recently. This study concludes that in educational research, the MRI neuroimaging approach provides objective and empirical evidence to connect learning processes, outcomes, and brain mechanisms.

Indexed as

DTIeducation researchlearningMRIneuroimaging

Identifiers

PMID34093308
PMCPMC8174785

What OpenQuestion holds

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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.