Evidence map›Paper›PMID 42094321›Full record

ArticleFrontiers in psychology2026

AI-enabled remote learning: promoting educational equity and mental health sustainability in resource-scarce contexts.

Minghao Mao, Shengguo Zhu, Xinchen Leng, Qixiu Qin

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

4 authors.

Minghao MaoCollege of Foreign Language Education, China West Normal University, Nanchong, China.
Shengguo ZhuHuman Police Academy, Changsha, Hunan, China.
Xinchen LengCollege of Social Sciences and Humanities, Northeastern University, Seattle, WA, United States.
Qixiu QinCollege of Foreign Language Education, China West Normal University, Nanchong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the impact of artificial intelligence (AI)-powered remote learning platforms on students' academic performance and mental health in resource-scarce environments, with a focus on educational equity and sustainable mental health outcomes. We conducted a 12-week randomized controlled trial (RCT) to compare the effects of AI-powered platforms and traditional face-to-face teaching on academic performance, emotional regulation, anxiety, depression, and related indicators. The participants were high school and university students, with pre- and post-assessments used to evaluate both academic outcomes and mental health. Data were analyzed using Structural Equation Modeling (SEM) and Bootstrap. The results show that the AI platform significantly improved students' academic performance (

Indexed as

academic performanceAI-powered remote learningeducational equity keywordemotional regulationmental health intervention

Identifiers

PMID42094321
PMCPMC13139840

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.