Evidence map›Paper›PMID 40690161›Full record

ArticleThe Psychiatric quarterly2026

Understanding Emerging Adult Workers' Problematic Internet Use Before and During the Coronavirus Pandemic: Roles of Personality Traits, Online Activities, and Mental Health Symptoms.

Tzu-Hsuan Liu, Yiwei Xia, Zhihao Ma

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In one paragraph

Article in The Psychiatric quarterly, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Tzu-Hsuan LiuSchool of Political Science and Public Administration, Huaqiao University, Quanzhou, 362021, China.
Yiwei XiaSchool of Law, Southwestern University of Finance and Economics, Chengdu, 611130, China.
Zhihao MaComputational Communication Collaboratory, School of Journalism and Communication, Nanjing University, Room 362, Zijin Building, Nanjing University (Xianlin Campus), Zijin Building, 163 Xianlin Road, Qixia District, Nanjing, 210023, China. redclass@163.com.ORCID http://orcid.org/0000-0001-7983-4136

Funding

Major Project of The National Social Science Fund of China 19ZDA324
6 · The paper itself

Abstract

The study aims to investigate patterns of relationships between emerging adult workers' personality traits, online activities, mental health symptoms, and problematic internet use (PIU) prior to and throughout the coronavirus pandemic grounded in the principles of the I-PACE model. The research analyzed pre-pandemic and mid-pandemic data from 17,475 Great British Intelligence Test emerging adult workers through state-of-the-art methods (e.g., psychological network analysis and Bayesian network modeling). Findings suggested that the overall patterns predicting PIU before and during the pandemic were different. "Neuroticism" was the central personal feature of predicting PIU in both epochs. PIU was not directly linked to any online activities but linked to "Neuroticism" via the mediation of mental health symptoms before the pandemic. However, several links from online activity (e.g., shopping, searching, and viewing films or listening to music) to PIU were positive during the pandemic. Potential practical implications related to public health issues are discussed in the study.

Indexed as

COVID-19InternetInternet Addiction DisorderInternet UsePandemicsPersonalityAdultDigital MediaFemaleHumansMaleUnited KingdomYoung AdultEmerging adult workersMental health symptomsOnline activitiesPersonality traitsProblematic internet use

Identifiers

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.