Evidence map›Paper›PMID 39767364›Full record

ArticleBehavioral sciences (Basel, Switzerland)2024

How Does AI Affect College? The Impact of AI Usage in College Teaching on Students' Innovative Behavior and Well-Being.

Ke Ma, Yan Zhang, Beihe Hui

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
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  7. Will Teacher-AI Collaboration Enhance Teaching Engagement?Behavioral sciences (Basel, Switzerland) · 2025
    Article
  8. Article
  9. Article
  10. 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

3 authors.

Ke MaSports Teaching and Research Department, Zhejiang Sci-Tech University, Hangzhou 310018, China.
Yan ZhangCollege of Sports, Nanjing Tech University, Nanjing 211816, China.
Beihe HuiSports Teaching and Research Department, Zhejiang Sci-Tech University, Hangzhou 310018, China.

Funding

Zhejiang Provincial Philosophy and Social Sciences Planning Project 23NDJC145YB
6 · The paper itself

Abstract

Currently, there is a growing trend for college and university teachers to use AI in their teaching work. However, existing research explores the impact of teachers' usage of AI in the workplace on students. Based on resource preservation theory, this study examined the mechanism of the usage of AI in teaching on students' innovative behavior and well-being with a sample of 356 college students from Zhejiang Province. The study found that the usage of AI in teaching significantly and positively affected students' innovative behavior and well-being, with students' positive emotion playing a mediating role. Students' AI trust not only moderated the effect of the usage of AI in teaching on positive emotion, but also moderated the mediating role of positive emotion. The findings have important implications for teachers' instructional management and practice.

Indexed as

AI trustinnovative behaviorpositive emotionthe usage of AI in teachingwell-being

Identifiers

PMID39767364
PMCPMC11673235

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.