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Table · dataset · 2026

Supplementary file 1_AI-assisted history education in China: a secondary evidence map of psychological antecedents and learning outcomes.docx

Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/fpsyg.2026.1956962.s001

Introduction<p>Evidence on the use of artificial intelligence in Chinese history education remains fragmented.

Description

This study mapped the available secondary evidence and contextualized it with targeted corroboration of history-specific studies.</p>Methods<p>We analyzed a public bibliographic export of 1,063 records current to 1 April 2024 and conducted targeted full-text corroboration to identify history-education evidence beyond the original repository.

After sequential screening, 30 records were retained for the contextual map. An expanded synonym audit was also performed to assess whether any direct history-education studies were missed.</p>Results<p>Nine records explicitly identified mainland China, Hong Kong, or Taiwan as the study setting, including five primary empirical studies. The synonym audit did not identify a direct history-education study in the repository.

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Targeted corroboration identified one 2025 mainland-China study of AI-assisted secondary-school history teaching, two systematic reviews describing broader history-education literature, and one adjacent cultural-heritage education study. In the regional subset, emotion/anxiety/cognitive-load outcomes were reported in five records, engagement in four, motivation and self-efficacy in three each, skills/competence in six, and knowledge and performance in five each.</p>Discussion<p>The repository should be interpreted as a contextual map of secondary evidence rather than a comprehensive estimate of the field.

Overall, the evidence suggests emerging but still limited and heterogeneous attention to AI in Chinese history education.</p>

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From keywords
Applied and developmental psychology · Applied and developmental psychology · Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science
Provenance · 2 source records, 31 field assertions
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figshareoai:figshare.com:article/3397095412 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/3397095412 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
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