Evidence map›Paper›PMID 42856758›Full record

ArticleFrontiers in psychology2026

Explaining English learning motivation in digital EFL environments through emotional intelligence, academic well-being, and perceived digital learning support.

Dandan Guo, Jinfang Yao, Hisham Noori Hussain Al-Hashimy

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

3 authors.

Dandan GuoDepartment of General Education, Henan Vocational University of Science and Technology, Zhoukou, Henan, China.
Jinfang YaoSchool of Business, Huanghe Science and Technology University, Zhengzhou, Henan, China.
Hisham Noori Hussain Al-HashimySchool of Management, Universiti Sains Malaysia, Penang, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The rapid expansion of digital learning environments has transformed English as a Foreign Language (EFL) education and increased the importance of understanding the psychological and contextual factors associated with EFL learners' motivation. This study examined the relationships among Emotional Intelligence (EI), Academic Well-Being (AWB), English Learning Motivation (ELM), and Perceived Digital Learning Support (PDLS) in digitally supported English as a Foreign Language environment. Methods: A quantitative cross-sectional survey design was employed using 435 valid responses, and the proposed relationships were evaluated through partial least squares structural equation modelling using WarpPLS. Results: The measurement model demonstrated satisfactory reliability and validity. EI was positively associated with AWB (β = 0.354, Discussion: The findings indicate that EI, AWB, and PDLS are positively associated with ELM. However, because the analysis used 100 Stable3 resamples and did not generate conventional bootstrapped confidence intervals, the indirect and interaction results are provisional associations that require confirmation through conventional bootstrapping. Given the cross-sectional design, the findings represent statistical associations rather than causal relationships.

Indexed as

academic well-beingEFL learnersemotional intelligenceEnglish learning motivationperceived digital learning support

Identifiers

PMID42856758
PMCPMC13649974

What OpenQuestion holds

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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.