Evidence map›Paper›PMID 38038891›Full record

ArticlePrevention science : the official journal of the Society for Prevention Research2026

Surveying Adolescents During a Pandemic: Comparison of Adolescents Recruited via Social Media vs. Schools.

Jennifer B Unger, Jane Steinberg, Robert Vos, Daniel W Soto, Larisa Albers, Christopher J Rogers

Open access · hybridAbstract readComparative Study
In one paragraph

Article in Prevention science : the official journal of the Society for Prevention Research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
1.9field-weighted citation impact, top 11% of its field
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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Review
  2. 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

6 authors at 2 institutions in 1 country.

Jennifer B UngerUniversity of Southern California, Los Angeles, CA, USA. unger@usc.edu.ORCID 0000-0001-9064-6603
Jane SteinbergUniversity of Southern California, Los Angeles, CA, USA.
Robert VosUniversity of Southern California, Los Angeles, CA, USA.
Daniel W SotoUniversity of Southern California, Los Angeles, CA, USA.
Larisa AlbersUniversity of Southern California, Los Angeles, CA, USA.
Christopher J RogersCalifornia State University, Northridge, Northridge, CA, USA.
University of Southern California · USCalifornia State University, Northridge · US

Funding

Tobacco-Related Disease Research Program 28IR-0042
6 · The paper itself

Abstract

School-based surveys of adolescents can be logistically difficult and exclude students who do not attend school. Social media recruitment could be a promising strategy to recruit representative samples of adolescents. However, few studies have compared adolescent survey data collected via different methodologies. Our team was conducting a school-based survey when the COVID-19 pandemic closed all schools, necessitating a shift to online adolescent recruitment. To achieve our goal of obtaining a sample of high school students throughout California, we placed ads on social media. We compared the adolescents recruited in schools with those recruited on social media on demographic characteristics, mental health, and substance use. The sample of students recruited in schools (N = 737) and adolescents recruited via social media (N = 953) did not differ significantly on gender or substance use. However, compared with school-based recruitment, social media recruitment yielded a higher proportion of boys, whites, and Asians and a lower proportion of girls, Hispanic/Latinx adolescents, and those who spoke other languages at home. The social media sample had significantly higher levels of depression and anxiety symptoms and perceived stress than the school-based sample. Results indicate that social media can be useful for recruiting adolescents for survey research, especially if strategies such as Spanish-language social media ads are used to recruit and consent Hispanic/Latinx adolescents and those with non-English-speaking parents. This method could potentially replace school-based surveys in cases where schools are unwilling to participate in research, or it could be used to supplement school-based samples. Advantages and disadvantages of both methods are discussed.

Indexed as

COVID-19PandemicsSchoolsSocial MediaAdolescentCaliforniaFemaleHumansMaleSARS-CoV-2StudentsSurveys and Questionnaires

Identifiers

PMID38038891
PMCPMC12906587
OpenAlexW4389240456

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.