Evidence map›Paper›PMID 41969865›Full record

ArticleFrontiers in psychology2026

Is generative artificial intelligence literacy important? A study on the factors influencing teacher's professional flourishing.

Linfang Guo

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

1 author.

Linfang GuoFaculty of Education, Henan Normal University, Xinxiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study, based on the theoretical frameworks of self-determination theory and social support theory, uses a stratified random sampling method and a questionnaire survey to collect data from 499 university teachers at a public university in Jinan. It innovatively explores the impact of personal ability factors, such as generative artificial intelligence literacy, and external support factors on teachers' sense of professional flourishing. Through mediation analysis, the study reveals that teachers' professional flourishing is influenced not only by external support factors such as the research atmosphere, teaching atmosphere, and organizational emotional support but also by internal factors, including teaching efficiency and generative artificial intelligence literacy. Furthermore, the study identifies four mediating pathways. Generative artificial intelligence literacy significantly improves teachers' professional flourishing by enhancing teaching efficiency, while the research atmosphere, teaching atmosphere, and organizational emotional support also indirectly promote teachers' professional flourishing through increased teaching efficiency. This study provides a new perspective for educational practice, revealing the importance of the collaborative effect of both internal and external factors, such as generative artificial intelligence literacy, on teachers' professional flourishing.

Indexed as

generative artificial intelligence literacyorganizational emotional supportresearch output capacityteacher professional developmentteacher’s professional flourishing

Identifiers

PMID41969865
PMCPMC13063964

What OpenQuestion holds

Textmetadata
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.