Evidence map›Paper›PMID 38150418›Full record

ArticlePloS one2023

Social media platforms generate billions of dollars in revenue from U.S. youth: Findings from a simulated revenue model.

Amanda Raffoul, Zachary J Ward, Monique Santoso, Jill R Kavanaugh, S Bryn Austin

Abstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
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  5. 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.

Amanda RaffoulDivision of Adolescent/Young Adult Medicine, Boston Children's Hospital, Boston, Massachusetts, United States of America.ORCID 0000-0002-3529-4999
Zachary J WardCenter for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America.
Monique SantosoDivision of Adolescent/Young Adult Medicine, Boston Children's Hospital, Boston, Massachusetts, United States of America.
Jill R KavanaughDivision of Adolescent/Young Adult Medicine, Boston Children's Hospital, Boston, Massachusetts, United States of America.
S Bryn AustinDivision of Adolescent/Young Adult Medicine, Boston Children's Hospital, Boston, Massachusetts, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Social media platforms are suspected to derive hefty profits from youth users who may be vulnerable to negative mental health outcomes, including depression, anxiety, and eating disorders. Platforms, however, are not required to make these data publicly available, which may limit the abilities of researchers and policymakers to adequately investigate and regulate platform practices. This study aimed to estimate the number of U.S.-based child (0-12 years old) and adolescent (13-17 years old) users and the annual advertising revenue generated from youth across six major platforms. Data were drawn from public survey and market research sources conducted in 2021 and 2022. A simulation analysis was conducted to derive estimates of the number of users and the annual advertising revenue per age group and overall (ages 0-17 years) for 2022. The findings reveal that, across six major social media platforms, the 2022 annual advertising revenue from youth users ages 0-17 years is nearly $11 billion. Approximately 30-40% of the advertising revenue generated from three social media platforms is attributable to young people. Our findings highlight the need for greater transparency from social media platforms as well as regulation of potentially harmful advertising practices that may exploit vulnerable child and adolescent social media users.

Indexed as

AdvertisingMarketingSocial MediaAdolescentChildChild, PreschoolHumansInfantInfant, NewbornSurveys and Questionnaires

Identifiers

PMID38150418
PMCPMC10752512

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.