Evidence map›Paper›PMID 42495238›Full record

ArticleFrontiers in psychology2026

Exploring personal digital media environments: a configural approach to digital stress.

Ceciley Xinyi Zhang, Ronald E Rice, Chengyu Fang

Abstract read
In one paragraph

Article in Frontiers in psychology, 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.

Ceciley Xinyi ZhangDepartment of Communication Studies, California State University, Fullerton, Fullerton, CA, United States.
Ronald E RiceDepartment of Communication, University of California, Santa Barbara, Santa Barbara, CA, United States.
Chengyu FangDepartment of Communication, University of California, Santa Barbara, Santa Barbara, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Digital stress is shaped by the processing demands embedded in everyday media environments, yet, these environments have not been empirically examined very much beyond general media use. Drawing on network theory, we conceptualize personal digital media environments as the ways in which individuals configure media use in relation to their social ties. The purpose of this study is to examine how network properties of these media configurations are associated with different forms of digital stress. Methods: Drawing on a network-based approach, we used a pilot sample of 793 and a test sample of 1,139 U.S. adults to compute three media configuration properties from their name-generated reported social ties (both strong and weak): size (the number of unique media), density (interconnection among unique media via social ties), and centralization (extent to which communication with one's social ties is concentrated across a small set of unique media). We also identify and justify five subdimensions of digital stress. We then tested hypotheses about how the properties associate with digital stress, using structural equation modeling. Results: Configuration properties explained additional variance in digital stress beyond general media use. Further, larger configurations were associated with greater communication overload, more deficient self-regulation, and higher self-presentation pressure; and greater centralization was associated with lower overconnectivity. Discussion: These findings advance understanding of personal digital media configurations and how they may relate to different forms of digital stress, and could inform interventions aimed at improving digital wellbeing.

Indexed as

digital mediadigital stressdigital wellbeingmedia configurationmedia effectsnetwork analysis

Identifiers

PMID42495238
PMCPMC13391396

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.