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Large Language Models Can Enable Inductive Thematic Analysis of a Social Media Corpus in a Single Prompt: Human Validation Study

JMIR Infodemiology(2024)10.2196/59641Source: DataRank Database

Large Language Models Can Enable Inductive Thematic Analysis of a Social Media Corpus in a Single Prompt: Human Validation Study is a research paper published in JMIR Infodemiology (2024). On theSindex it has a DataRank of 0. It has been cited 39 times.

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Open Access39 citations

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Enrichment:Funding (5 grants)Impact (FWCI 33.75)OA: goldTopics (43)IDs (PubMed, PMC, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (6)

Vlad Honcharov ORCID,Jiawei Li ORCID,Tim K. Mackey ORCID,Travis C. Porco ORCID,Urmimala Sarkar ORCID

Live enrichment

PubMed:39207842 PMC:PMC11393503 OpenAlex:https://openalex.org/W4400218600

National Institutes of Health

Grant: 1R01EY024608-01A1

Digital Detection of Infectious Eye Epidemics

National Institutes of Health

Grant: 5P30EY002162-34

P30 - CORE GRANT FOR VISION RESEARCH

NIDA NIH HHS

Agency for Healthcare Research and Quality.

NCI NIH HHS

FWCI

33.75

Citation Percentile

1.0%

Citation Trend

2024

2025

2026

goldLicense: cc-by

journalhttps://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-59641-accepted.pdf

publisherhttps://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-59641-accepted.pdf

journalhttps://doi.org/10.2196/59641

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39207842

repositoryhttps://escholarship.org/uc/item/5868f1r2

Fields of Study

Misinformation and Its ImpactsVaccine Coverage and HesitancyMental Health via Writing02 engineering and technology03 medical and health sciences0302 clinical medicine0202 electrical engineering, electronic engineering, information engineering

MeSH Terms

HumansNatural Language ProcessingSocial Media

Keywords

Social mediaComputer scienceThematic analysisThematic mapNatural language processingPsychologyLinguisticsArtificial intelligenceSociologyWorld Wide WebGeographyQualitative researchCartographyGPTTwitterVaccine HesitancyInfodemiologyInductive Content AnalysisCovid-19Generative Pretrained TransformerGenerative Large Language ModelClaudeX Formerly Known As TwitterNatural Language Processing (mesh)150Health Services and SystemsHealth SciencesHumans42 Health Sciences (for-2020)Humans (mesh)Original Paper4203 Health services and systems (for-2020)Social Media (mesh)

Sustainable Development Goals

SDG 0: Gender equality