Evidence mapPaperPMID 41717600Full record

ArticleFrontiers in public health2026

From immersion to burnout: anxiety mechanisms and pathways to motivational exhaustion in gamified health education.

Yangyang Lin, Chuyan Mo, Baojian Wei

Abstract read
In one paragraph

Article in Frontiers in public health, 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.

Yangyang LinSchool of Smart Health Care, Zhejiang Dongfang Polytechnic, Wenzhou, Zhejiang, China.
Chuyan MoFaculty of Business, The University of Hong Kong, Hong Kong, China.
Baojian WeiSchool of Nursing, Shandong First Medical University & Shandong Academy of Medical Sciences, Tai'an, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gamified health education is increasingly used to sustain learners' motivation, yet its underlying psychological mechanisms remain insufficiently understood. Drawing on self-determination theory, flow theory, and resource-depletion perspectives, the present study employed a cross-sectional survey to examine how immersion, anxiety, and motivational depletion jointly shape learning burnout in gamified health education contexts. Data were collected from 350 university students who reported regular engagement with gamified health learning activities. Structural equation modeling revealed that immersion was negatively associated with anxiety (

Indexed as

AnxietyHealth EducationMotivationStudentsVideo GamesAdultCross-Sectional StudiesFemaleHumansMaleSurveys and QuestionnairesUniversitiesYoung Adultanxietydigital literacygamified learninghealth educationimmersive experiencelearning burnoutmotivational depletionpsychological sustainability

Identifiers

PMID41717600
PMCPMC12913498

What Socratic 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 Socratic graph.