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Data · dataset · 2026

Survey Data on Generative AI Use and Learning Agency among Pre-service Teachers

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This dataset focuses on the influence mechanism of generative artificial intelligence use in education on pre-service teachers’ learning agency.

Description

It includes 1,320 pre-service teachers from six universities in Sichuan Province, Shaanxi Province, Guangxi Zhuang Autonomous Region, and Guangdong Province, China. The data were collected using a 5-point Likert scale through an online questionnaire, with all items set as mandatory; therefore, there are no missing values.

The variables include demographic and learning background information, generative AI use in education, human-AI collaboration quality, AI dependence, learning agency, AI ethics literacy, teacher guidance, and school norms. The dataset can be used to examine the dual-path mechanism through which generative AI use affects learning agency: promoting learning agency through human-AI collaboration quality and weakening learning agency through AI dependence.

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It can also support further analysis of the moderating roles of AI ethics literacy, teacher guidance, and school norms. This dataset is suitable for research in educational psychology, intelligent education, pre-service teacher development, learning agency, and AI-assisted learning.

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Provenance · 1 source records, 13 field assertions
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ScienceDB10.57760/sciencedb.4097412 d agoJSON v1
FieldAssertionExtractorEvidence
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