Evidence map›Paper›PMID 39898233›Full record

ArticleTranslational issues in psychological science2024

Navigating the Modern Landscape of Social Media: Ethical Considerations for Research With Adolescents and Young Adults.

Julie V Cristello, Megan Strowger, Megan A Moreno, Elisa M Trucco

Abstract read
In one paragraph

Article in Translational issues in psychological science, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. The Use of Machine Learning to Predict Offline Adolescent e-Cigarette Use: a Proof-of-Concept.Prevention science : the official journal of the Society for Prevention Research · 2026
    Article
  2. Article
  3. 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

4 authors.

Julie V CristelloDepartment of Psychology, Florida International University.ORCID 0000-0002-7513-2206
Megan StrowgerDepartment of Psychology, Old Dominion University.
Megan A MorenoDepartment of Pediatrics, University of Wisconsin-Madison.
Elisa M TruccoDepartment of Psychology, Florida International University.

Funding

The FIU Research Center in a Minority Institution (FIU-RCMI)U54MD012393 · NIMHD · FLORIDA INTERNATIONAL UNIVERSITY · PI ERIC F WAGNER · 2017 to 2026
$32.1M
Identifying drug and alcohol displays on social media using a machine learning approach, and mechanisms that impact adolescent substance useF31DA053003 · NIDA · FLORIDA INTERNATIONAL UNIVERSITY · PI CRISTELLO, JULIE · 2021 to 2022
$71k
NIDA NIH HHS F31 DA053003NIMHD NIH HHS U54 MD012393
6 · The paper itself

Abstract

Engagement on social media among adolescents and young adults (AYAs) is almost universal. AYAs use social media for socialization, connection, and expression, as well as to obtain news and information. Adolescence and young adulthood also represent developmental periods characterized by the emergence of risk behaviors and many forms of psychopathology. Given that risk behaviors and mental health depictions are often displayed and observed online, social media platforms have become an optimal research tool to examine AYA behaviors that may not be visible offline. Social media platforms have the potential to increase recruitment and retention, especially among hard-to-reach, and understudied youth, and to connect AYA with resources for risk behaviors and mental health in a more naturalistic setting. Despite these advantages, the limited consensus on social media ethics across institutions and internal review boards, and the rapidly evolving features on each platform has made it difficult to develop study protocols, navigate and adapt to platform changes, and predict ethical issues that may arise in the context of research. Thus, the purpose of this manuscript is to discuss ethical considerations specific to AYA in social media research. Two research approaches, self-report and observational, are discussed with a focus on informed consent, privacy, and confidentiality. The goal of this manuscript is to highlight the nuances associated with social media research, and the implications for the promotion of ethical practices when adopting social media as a research tool to improve our understanding of AYA behavior.

Indexed as

adolescenceethicssocial mediayoung adulthood

Identifiers

PMID39898233
PMCPMC11784637

What OpenQuestion holds

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Registered trials

None linked

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.