Evidence map›Paper›PMID 41813435›Full record

ArticleJMIR research protocols2026

Prevalence of Problematic Digital Media Use Among Young Adults: Protocol for a Systematic Review.

Rachelle Marie Chanmany Pastor, Fayette Nguyen Truax, Safiye Sahin, Janet Donnelly, Jan M Nick, Shanalee Tamares

Abstract read
In one paragraph

Article in JMIR research protocols, 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

6 authors.

Rachelle Marie Chanmany Pastor *School of Nursing, Loma Linda University, 11262 Campus St., Loma Linda, CA, 92354, United States, 1 5622196101.ORCID 0009-0005-7423-3629
Fayette Nguyen Truax *School of Nursing, Loma Linda University, 11262 Campus St., Loma Linda, CA, 92354, United States, 1 5622196101.ORCID 0000-0001-6905-6545
Safiye Sahin *School of Nursing, Loma Linda University, 11262 Campus St., Loma Linda, CA, 92354, United States, 1 5622196101.ORCID 0000-0003-1734-9586
Janet Donnelly *School of Nursing, Loma Linda University, 11262 Campus St., Loma Linda, CA, 92354, United States, 1 5622196101.ORCID 0009-0008-2224-4491
Jan M Nick *School of Nursing, Loma Linda University, 11262 Campus St., Loma Linda, CA, 92354, United States, 1 5622196101.ORCID 0000-0002-1694-3797
Shanalee Tamares *Loma Linda University Libraries, Loma Linda, CA, United States.ORCID 0000-0003-3037-6191

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Problematic digital media use (PDMU) among young people has been on the rise. PDMU is defined as excessive use of digital media, the internet, or electronic communication leading to user dysfunction and harm to other individuals. Evidence links excessive use of media with various mental health disorders, behavioral problems, substance abuse, poor sleep hygiene, and social dysfunction. This maladaptive behavior is pervasive among young people, yet there is a paucity of studies that comprehensively examine the phenomenon in this specific population. Objective: This systematic review seeks to examine the current global prevalence of PDMU among young adults aged 18 to 24 years, explore the extent of the issue across different regions of the world, and identify key factors contributing to its occurrence. Methods: The proposed systematic review will use the Prevalence Estimates Reviews - Systematic Review Methodology Group (PERSyst) methodology for systematic reviews of prevalence and incidence. A 3-step search strategy will be used covering 2020 to 2025, with no language restrictions. Nine sources will be searched: Embase (Elsevier), PubMed, PsycInfo (EBSCO), Web of Science Core Collection (Clarivate), Communication & Mass Media Complete (EBSCO), LILACS (VHL Search Portal), China National Knowledge Infrastructure, ProQuest Dissertations and Theses Global, and Google Scholar. Study selection will follow a 3-step process, including critical appraisal for methodological quality. Standardized data extraction tools will be used. Two reviewers will make decisions independently; conflicts will be resolved through consensus. Narrative synthesis will be conducted, and where possible, a meta-analysis will estimate PDMU prevalence with 95% CIs using a random-effects model. Heterogeneity will be assessed using the chi-square and I2 statistics. The Grading of Recommendations Assessment, Development, and Evaluation approach will be used to assess the certainty of the evidence. Results: The protocol was completed in July 2025. The comprehensive search of electronic bibliographic databases began in September 2025, followed by deduplication, screening, and selection of eligible studies. Title and abstract screening were completed in January 2026, and full-text review is ongoing. Data extraction and synthesis will be conducted between March and April 2026. The manuscript will be prepared and completed by August 2026, with plans to submit the manuscript for publication in September 2026. Conclusions: The planned review contributes to the growing body of evidence on digital media use among young adults by highlighting its potential impact on overall well-being. To our knowledge, this is the first comprehensive synthesis focused specifically on this population. The findings are expected to highlight the need for routine screening and early intervention strategies to address the social, mental, and physical health risks associated with digital media overuse in young adulthood.

Indexed as

Behavior, AddictiveInternet Addiction DisorderAdolescentDigital MediaHumansMedia ExposurePrevalenceSystematic Reviews as TopicYoung Adultbehavioral addictiondigital addictioninternet overusescreen timetechnology use disorder

Identifiers

PMID41813435
PMCPMC12978971

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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.