Evidence map›Paper›PMID 41143016›Full record

ArticleFrontiers in psychology2025

Understanding effects of engaging online learning environments on students' cognitive engagement and well-being: the role of academic self-concept and flow.

Yafei Shi, Mengjin Chen, Yantao Wei, Junli Shen, Mingyue Wu, Ke Zhu

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

6 authors.

Yafei ShiFaculty of Education, Henan Normal University, Xinxiang, Henan, China.
Mengjin ChenFaculty of Education, Henan Normal University, Xinxiang, Henan, China.
Yantao WeiFaculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, Hubei, China.
Junli ShenFaculty of Education, Henan Normal University, Xinxiang, Henan, China.
Mingyue WuFaculty of Education, Henan Normal University, Xinxiang, Henan, China.
Ke ZhuHenan Collaborative Innovation Center for Intelligent Education, Henan Normal University, Xinxiang, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Engaging online learning environments (EOLE) is one of the most critical drivers of students' engagement in online learning. However, discussions about how and to what extent EOLE affects students' engagement are under-researched. Therefore, it is necessary to explore the effect of EOLE on students' cognitive engagement. In this study, 368 graduate students enrolled in online courses were surveyed. The partial least square structural equation modeling was employed to explore the relationships among EOLE, academic self-concept, flow, cognitive engagement and well-being. Results showed that EOLE had positive effects on academic self-concept, flow, deep and shallow cognitive engagement, and well-being. In addition, academic self-concept mediated the effect of EOLE on well-being, but its mediating role between EOLE and both deep and shallow cognitive engagement was not observed. Flow mediated the effect of EOLE on both deep and shallow cognitive engagement, but its mediating role between EOLE and well-being was not significant. Furthermore, the effects of EOLE on both deep and shallow cognitive engagement were sequentially mediated through academic self-concept and flow. However, the sequential mediating effects of academic self-concept and flow in the relationship between EOLE and well-being were also not significant. This study suggests that practitioners and educators should design effective online learning environments to improve online learners' engagement and well-being.

Indexed as

academic self-conceptcognitive engagementengaging online learning environmentsflowwell-being

Identifiers

PMID41143016
PMCPMC12549619

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.