Transforming qualitative research: The AQUATIC approach to AI-driven data analysis

Sam Belkin, Jacob White, Cale G. Burke, Emma Cepek

Open source

DOI: 10.1177/20552076261435085
Published: 2026-02
Container: DIGITAL HEALTH
Publisher: SAGE Publications
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1177/20552076261435085,
  title = {Transforming qualitative research: The AQUATIC approach to AI-driven data analysis},
  author = {Sam Belkin and Jacob White and Cale G. Burke and Emma Cepek},
  year = {2026},
  journal = {DIGITAL HEALTH},
  doi = {10.1177/20552076261435085},
  url = {https://doi.org/10.1177/20552076261435085}
}

RIS

TY  - JOUR
TI  - Transforming qualitative research: The AQUATIC approach to AI-driven data analysis
AU  - Sam Belkin
AU  - Jacob White
AU  - Cale G. Burke
AU  - Emma Cepek
PY  - 2026
JO  - DIGITAL HEALTH
DO  - 10.1177/20552076261435085
UR  - https://doi.org/10.1177/20552076261435085
ER  -

APA

Belkin, S., White, J., Burke, C. G., & Cepek, E. (2026). Transforming qualitative research: The AQUATIC approach to AI-driven data analysis. DIGITAL HEALTH. https://doi.org/10.1177/20552076261435085

Source records

crossref · retrieved 2026-09-27T11:58:03.982Z