Evidence map›Paper›PMID 35462833›Full record

ArticleFrontiers in public health2022

Regional Internet Access and Mental Stress Among University Students: A Representative Nationwide Study of China.

Shuhan Jiang, Weifang Zhang, Tingzhong Yang, Dan Wu, Lingwei Yu, Randall R Cottrell

Open access · goldAbstract read
In one paragraph

Article in Frontiers in public health, 2022. 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
1.7field-weighted citation impact, top 17% of its field
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, 9 citations in OpenAlex.

  1. Observational
  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 at 5 institutions in 2 countries.

Shuhan JiangSchool of Humanities and Management, Zhejiang Chinese Medical University, Hangzhou, China.
Weifang ZhangKey Laboratory of Oral Biomedical Research of Zhejiang Province, The Affiliated Stomatology Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Tingzhong YangWomen's Hospital/Center for Tobacco Control Research, Zhejiang University, School of Medicine, Hangzhou, China.
Dan WuSchool of Psychology/Center for Mental Health, Shenzhen University, Shenzhen, China.
Lingwei YuCenter for Tobacco Control Research, Zhejiang University, School of Medicine, Hangzhou, China.
Randall R CottrellPublic Health Studies Program, University of North Carolina, Wilmington, NC, United States.
Zhejiang University · CNShenzhen University · CNUniversity of North Carolina Wilmington · USWomen's Hospital, School of Medicine, Zhejiang University · CNZhejiang Chinese Medical University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The Internet changed the lives of average citizens in the early part of the twenty-first century, and it has now become an essential part of daily life. Many studies reported that accessibility of Internet use is associated with mental health. However, previous studies examining this association were confined to local and community subpopulations and limited at the individual level, which increases the potential bias from the selection effect at a different level. Regional variables would be a stable estimate of people's socioeconomic and cultural environments and how these variables affect mental health needed to be studied. The objective of this study was to evaluate the association between regional Internet access, and mental stress among university students. Methods: Participants were 11,954 students, who were identified through a multistage survey sampling process conducted in 50 Chinese universities. Regional Internet access was retrieved from a national database, and mental stress was measured using the Perceived Stress Scale (Chinese Version) (CPSS). Both unadjusted and adjusted methods were considered in the analyses. Results: More than one-third 36.9% (95% CI: 24.4-49.5%) of university students in this study suffered from severe mental stress (SMR). The multilevel logistic regression model found that university students studied in low-level universities had 2.52 (95% C.I. 1.17 to 6.37) times the prevalence of SMR than those in high-level universities. Compared with small cities, students in a large city had a lower prevalence of SMR (OR 0.25; 95%C.I. 0.06 to 0.77). Most importantly, regional Internet access was negatively associated with students' SMR (OR 0.25; 95%C.I. 0.08 to 0.76). Conclusions: This study indicated that regional Internet access and other environmental factors including city size and type of universities contribute to students' mental health. The findings underscore that efforts to control excessive mental stress among students in China should pay greater attention to environmental determinants of stress and particularly to improve internet access.

Indexed as

Internet AccessStudentsChinaHumansStress, PsychologicalUniversitiesChinaInternet usemental healthmental stressuniversity students

Identifiers

PMID35462833
PMCPMC9024116
OpenAlexW4225975014

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.