Algorithmic recommendation and adolescent mental health: a grounded theory study of social and commercial determinants.

Winstone L, Parsonage J, Cross L, Muir C, Randhawa A, MacArthur G, Garavini E, Asiedu-Addo E.

Open source

DOI: 10.1186/s12889-026-28300-5
Published: 2026-06-24
Container: BMC Public Health
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1186/s12889-026-28300-5,
  title = {Algorithmic recommendation and adolescent mental health: a grounded theory study of social and commercial determinants.},
  author = {Winstone L and  Parsonage J and  Cross L and  Muir C and  Randhawa A and  MacArthur G and  Garavini E and  Asiedu-Addo E.},
  year = {2026},
  journal = {BMC Public Health},
  doi = {10.1186/s12889-026-28300-5},
  url = {https://doi.org/10.1186/s12889-026-28300-5}
}

RIS

TY  - JOUR
TI  - Algorithmic recommendation and adolescent mental health: a grounded theory study of social and commercial determinants.
AU  - Winstone L
AU  -  Parsonage J
AU  -  Cross L
AU  -  Muir C
AU  -  Randhawa A
AU  -  MacArthur G
AU  -  Garavini E
AU  -  Asiedu-Addo E.
PY  - 2026
JO  - BMC Public Health
DO  - 10.1186/s12889-026-28300-5
UR  - https://doi.org/10.1186/s12889-026-28300-5
ER  -

APA

L, W., J, P., L, C., C, M., A, R., G, M., E, G., & E., A. (2026). Algorithmic recommendation and adolescent mental health: a grounded theory study of social and commercial determinants.. BMC Public Health. https://doi.org/10.1186/s12889-026-28300-5

Source records

europe-pmc · retrieved 2026-09-26T10:13:11.062Z
doaj · retrieved 2026-09-26T10:13:11.054Z