Evidence map›Paper›PMID 42038996›Full record

ArticleFrontiers in psychology2026

Integrating appreciative education with AI-assisted oral training for sustainable EFL learning: a study on speaking anxiety and oral proficiency.

Fangli Zhang, Meng Yang

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.

Fangli ZhangLuoyang Normal University, Luoyang, China.
Meng YangShaanxi Institute of International Trade and Commerce, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Foreign language speaking anxiety constitutes a persistent barrier to oral proficiency development among Chinese college students; however, prevailing technology-centered instructional approaches inadequately address learners' affective needs, thereby limiting their effectiveness in alleviating anxiety and fostering intrinsic motivation. This study proposed a blended pedagogical model-the "Praise-Speak" program that integrates offline appreciative education with AI-assisted oral training via the FIF platform. Methods: A two-phase mixed-methods design was employed. In the first phase, large-scale surveys ( Results: The findings demonstrated statistically significant improvements in IELTS speaking scores ( Conclusion: This study offers a replicable pedagogical framework that harmonizes technological empowerment with humanistic care, contributing to the realization of the United Nations Sustainable Development Goal 4.

Indexed as

AI-assisted oral trainingappreciative educationblended learningForeign language speaking anxietyoral proficiencySDG4sustainable EFL learning

Identifiers

PMID42038996
PMCPMC13106310

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.