Evidence map›Paper›PMID 42699127›Full record

ArticleTechnology in society2026

Clarifying the Association Between Digital Media Engagement and Risk Taking.

Daniel Zweben, Laura Zaneski, Michelle Chiu, Harry Green, Jumira Brooks-Justice, Abraham Dachs, Megan A Vince, Thomas Olino, Peter Marshall, Laurence Steinberg and 1 more

Abstract read
In one paragraph

Article in Technology in society, 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

11 authors.

Daniel ZwebenDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Laura ZaneskiDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Michelle ChiuDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Harry GreenDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Jumira Brooks-JusticeDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Abraham DachsDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Megan A VinceDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Thomas OlinoDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Peter MarshallDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Laurence SteinbergDepartment of Psychology & Neuroscience, Temple University, PA, USA.
Jason M CheinDepartment of Psychology & Neuroscience, Temple University, PA, USA.ORCID 0000-0002-8430-7899

Funding

Origins And Outcomes Of Smartphone And Social Media Habits Across Development SupplementR01HD098097 · NICHD · TEMPLE UNIV OF THE COMMONWEALTH · PI CHEIN, JASON M · 2021 to 2025
$2.1M
NICHD NIH HHS R01 HD098097
6 · The paper itself

Abstract

In two cross-sectional studies, we examined the association between smartphone and social media use (SSMU) and risk-taking behavior, focusing on the psychological mechanisms and dimensions of media engagement that may underlie this relationship. In Study 1, we tested whether individual differences in impulsivity, reward sensitivity, and exploratory tendencies accounted for associations between SSMU and multiple forms of risk taking, and whether engagement with more socially interactive platforms differentially related to risk behavior. Results showed that risk taking was associated with SSMU above and beyond specific psychological traits. Negative low-stakes risk taking emerged as the strongest and most consistent correlate of SSMU, and this association was stronger for use of more highly socially interactive platforms. In Study 2, these analyses were conceptually replicated in a larger sample spanning adolescent and young adult cohorts. Across developmental stages, risk taking, particularly involving low-stakes negative risks, remained a robust correlate of SSMU, whereas associations with dispositional traits varied by age group. Together, these findings suggest that SSMU is uniquely linked to everyday forms of risk taking in ways that are not fully captured by broader dispositional traits.

Identifiers

PMID42699127
PMCPMC13543920

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.