Evidence map›Paper›PMID 42597755›Full record

ArticleFrontiers in psychology2026

The chain-mediating roles of generative AI literacy and TPACK in the relationship between AI support and teaching practice among university teachers.

Zhiyuan Yang, Ya'nan Lan

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. 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

2 authors.

Zhiyuan YangFaculty of International Education, Qingdao Hengxing University of Science and Technology, Qingdao, Shandong, China.
Ya'nan LanFaculty of International Education, Qingdao Hengxing University of Science and Technology, Qingdao, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The rapid development of generative artificial intelligence (AI) is reshaping the higher education ecosystem, and the application of AI in teaching is becoming increasingly widespread. However, many teachers still use AI primarily to improve work efficiency rather than integrating it meaningfully into teaching. This study investigated the relationships among AI support, generative AI literacy, TPACK, and teaching practice among university teachers in Shandong Province, China. Methods: A structured questionnaire was administered online via Wenjuanxing, yielding 578 valid responses. Data were analyzed using descriptive statistics, Pearson correlation analysis, confirmatory factor analysis (CFA), and structural equation modeling (SEM). Results: The results showed that all variables were significantly and positively correlated. AI support had a significant positive effect on both generative AI literacy and teaching practice. Generative AI literacy had a significant positive effect on teachers' TPACK, and TPACK had a significant positive effect on teaching practice. Moreover, generative AI literacy and TPACK played significant chain-mediating roles in the relationship between AI support and teaching practice. Conclusion: The findings extend the application of the TPACK framework in AI-enhanced educational contexts and provide empirical evidence for higher education administrators and teachers to strengthen teachers' generative AI literacy and improve technology-integrated teaching practices.

Indexed as

AI supportgenerative AI literacyhigher educationteaching practiceTPACK

Identifiers

PMID42597755
PMCPMC13469418

What OpenQuestion holds

Textmetadata
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.