Evidence map›Paper›PMID 42769421›Full record

ArticleFrontiers in psychology2026

Impact of diverse learning resources and support system on Chinese English language learners' motivation in virtual and traditional learning settings.

Shiqi Xie, Ahmad Albattat

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.

Shiqi XieSchool of Foreign Languages, Zhengzhou College of Finance and Economics, Zhengzhou, China.
Ahmad AlbattatSchool of Global Hospitality and Tourism, Asia Pacific University of Technology & Innovation, Federal Territory of Kuala Lumpur, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: While Self-Determination Theory (SDT) establishes the importance of autonomy, competence, and relatedness for motivation, less is known about how these needs are specifically fueled within digital learning ecosystems. Prior research often examines learning resources, support systems, and delivery modes (virtual vs. traditional) in isolation. This study addresses this gap by positing engagement as the critical mediator that explains how these combined structural and support factors fulfill psychological needs and, in turn, enhance motivation. The novel integrated model tested here uniquely combines SDT with a learning engagement framework to reveal the precise pathways through which educational environments drive motivational outcomes. Methods: Using a quantitative approach, data were collected from students and analyzed through Structural Equation Modeling (SEM) via Smart-PLS. Results: The findings indicate significant direct effects, with diverse learning resources (H1: Discussion: These findings reinforce SDT's premise that intrinsic and extrinsic factors shape student motivation, providing theoretical insights into motivation-driven learning. Practically, the study suggests enhancing support systems and engagement strategies in educational settings. The study contributes to educational psychology by extending SDT into digital and traditional learning contexts, with implications for curriculum design and policy development.

Indexed as

Chinese English language learnerslearning resultsself-regulated learningtraditional learning settingsvirtual learning settings

Identifiers

PMID42769421
PMCPMC13590768

What OpenQuestion holds

Textmetadata
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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.