Evidence map›Paper›PMID 42694082›Full record

ArticleFrontiers in psychology2026

The effects of AI-collaborative translation workshop on translation competence and learner engagement: an empirical study in a Chinese university translation course.

Weihe Xue

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

1 author.

Weihe XueSchool of Foreign Languages, Fujian Business University, Fuzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As artificial intelligence (AI) is integrated into translation pedagogy, it brings new possibilities for competence development. However, concerns also emerge regarding learner engagement and maintenance of human agency. This study investigates the effects of an AI-Collaborative Translation Workshop on translation major students' learner engagement and translation competence with a mixed-methods approach. 69 undergraduate translation-major students participated in a 16-week quasi-experimental design. The experimental group (

Indexed as

AI-collaborative translation workshopChinese-English translationChinese university studentslearner engagementtranslation competence development

Identifiers

PMID42694082
PMCPMC13537988

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.