Evidence map›Paper›PMID 38319696›Full record

ArticleJMIR formative research2024

Attitudes Toward School-Based Surveillance of Adolescents' Social Media Activity: Convergent Parallel Mixed Methods Survey.

Colin Burke, Cynthia Triplett, Caryn Kseniya Rubanovich, Melissa M Karnaze, Cinnamon S Bloss

Open access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2024. 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 12% 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. Article
  2. Getting Schooled on Social Media and Adolescent Mental Health.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2024
    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

5 authors at 3 institutions in 1 country.

Colin Burke *Herbert Wertheim School of Public Health and Longevity Science, University of California San Diego, La Jolla, CA, United States.ORCID https://orcid.org/0000-0002-4064-5415
Cynthia Triplett *Herbert Wertheim School of Public Health and Longevity Science, University of California San Diego, La Jolla, CA, United States.ORCID https://orcid.org/0000-0003-1743-6890
Caryn Kseniya RubanovichCenter for Empathy and Technology, Institute of Empathy and Compassion, University of California San Diego, La Jolla, CA, United States.ORCID https://orcid.org/0000-0002-0975-6416
Melissa M KarnazeCenter for Empathy and Technology, Institute of Empathy and Compassion, University of California San Diego, La Jolla, CA, United States.ORCID https://orcid.org/0009-0007-8855-2078
Cinnamon S BlossHerbert Wertheim School of Public Health and Longevity Science, University of California San Diego, La Jolla, CA, United States.ORCID https://orcid.org/0000-0003-1315-8387
University of California San Diego · USCalifornia Institute for Biomedical Research · USSan Diego State University · US

Funding

Impact of Privacy Environments for Personal Health Data on PatientsR01HG008753 · NHGRI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BLOSS, CINNAMON S · 2015 to 2017
$2.0M
NHGRI NIH HHS R01 HG008753
6 · The paper itself

Abstract

backgroundUS schools increasingly implement commercially available technology for social media monitoring (SMM) of students, purportedly to address youth mental health and school safety. However, little is known about how SMM is perceived by stakeholders, including the students who are the focus of these efforts.

objectiveWe aimed to assess attitudes toward SMM in schools among 4 stakeholder groups and examine reasons for holding supportive, neutral, or unsupportive views toward the technology. We also sought to explore whether any differences in attitudes were associated with binary sex, race, ethnicity, sexual orientation, or gender identity.

methodsIn October 2019, we conducted a convergent parallel mixed methods web-based survey of young adults (aged 18-22 y; n=206), parents (n=205), teachers (n=77), and school administrators (n=41) via Qualtrics web-based panels. We included Likert-type survey items to assess perceived benefits, risks, and overall support of SMM in schools and test for differences based on stakeholder group or demographic characteristics. We also included open-ended questions, and the responses to these items were analyzed using thematic content analysis of reasons given for holding supportive, neutral, or unsupportive views.

resultsThe tests of group differences showed that young adults perceived lower benefit (P<.001) as well as higher risk (P<.001) and expressed lower overall support (P<.001) of the use of SMM in schools than all other stakeholder groups. Individuals identifying as nonheterosexual also perceived lower benefit (P=.002) and higher risk (P=.02) and expressed lower overall support (P=.02) than their heterosexual counterparts; respondents who identified as people of racial and ethnic minorities also perceived higher risk (P=.04) than their White counterparts. Qualitative thematic content analysis revealed greater nuance in concerns about SMM. Specifically, the primary reasons given for not supporting SMM across all stakeholder groups were (1) skepticism about its utility, (2) perceived privacy violations, and (3) fears of inappropriate or discriminatory use of the data. Within the young adult group in particular, concerns were also raised about (4) unintended and adverse consequences, including the erosion of trust between students and school institutions and administrators, and the chronic adverse effects of constant or prolonged surveillance. Thematic analysis also showed that individuals in every stakeholder group who indicated overall support of SMM were likely to cite the potential for enhanced school safety as the reason. Young adults' overall stances toward SMM were the most polarized, either strongly for or strongly against SMM, and responses from teachers indicated similar polarization but more often favored support of SMM in schools.

conclusionsThis study found differing perspectives among stakeholder groups regarding SMM in schools. More work is needed to assess the ways in which this type of surveillance is being implemented and the range and complexity of possible effects, particularly on students.

Indexed as

adolescentsmental healthprivacypublic healthschoolsschool safetySMMsocial mediasocial media monitoringstudentssurveillance

Identifiers

PMID38319696
PMCPMC10879966
OpenAlexW4386617494

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.