Evidence map›Paper›PMID 42835181›Full record

ArticleFrontiers in public health2026

The impact of digital and E-health literacy on college students' mental health: the chain mediation effect of internet addiction and sleep quality.

Zhen Wang, Xuanyang Lu, Yanshu Ji, Huabin Wu

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
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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

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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.

Zhen WangZhejiang University of Finance and Economics Dongfang College, Haining, China.
Xuanyang LuZhejiang University of Finance and Economics Dongfang College, Haining, China.
Yanshu JiSchool of Business, Nanjing University, Nanjing, China.
Huabin WuZhejiang University of Finance and Economics Dongfang College, Haining, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There can be no assurance about the mental health of college students in today's digital information age without their personal digital health literacy. The current academic studies on this mechanism are in their infancy. This paper uses cognitive behavioral theory and stress response theory to build a chain mediation model of internet addiction and sleep quality. The study recruited participants from a pool of 407 college students and provided the students with standard scales, such as the e-HEALS, AMHLAQ, IAT, and ISI-C. The researchers used the SPSS 27.0 software to analyze the data and tested the mediation hypothesis using the Bootstrap method. The findings indicate a positive relationship between digital health literacy and mental health among college students. Additionally, the study found that internet addiction and sleep quality served as mediators. The complete chain was defined as digital health literacy → internet addiction → sleep quality, with the total indirect effect on college mental health measured at 0.6304. The study helped fill an academic void regarding digital health literacy. It demonstrated that internet addiction can be reduced and sleep quality and college students' mental health can be improved. The study has both academic and professional merit. The study aids colleges in the application of digital intervention strategies and the development of mental health literacy among college students.

Indexed as

Behavior, AddictiveHealth LiteracyInternetInternet Addiction DisorderMental HealthSleep QualityStudentsAdolescentAdultDigital HealthDigital MediaFemaleHumansMaleSurveys and QuestionnairesUniversitieschain mediation effectcollege studentsdigital health literacyinternet addictionmental healthsleep quality

Identifiers

PMID42835181
PMCPMC13635335

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.