2024
Inductive thematic analysis of healthcare qualitative interviews using open-source large language models: How does it compare to traditional methods?
Mathis W, Zhao S, Pratt N, Weleff J, De Paoli S. Inductive thematic analysis of healthcare qualitative interviews using open-source large language models: How does it compare to traditional methods? Computer Methods And Programs In Biomedicine 2024, 255: 108356. PMID: 39067136, DOI: 10.1016/j.cmpb.2024.108356.Peer-Reviewed Original ResearchLanguage modelThematic analysisInductive thematic analysisQualitative thematic analysisGenerative artificial intelligenceSemi-structured interviewsLocal hardwareArtificial intelligenceHealth informationReal worldPsychiatric settingsHuman codingQualitative interviewsQualitative dataEvaluation methodologyQuantify similarityRobust themesThemesResearch settingsTraditional methodsEngineering techniquesInterviewsEvaluation methodQualitative researchCorpus of interviews
2019
Allying with Our Neighbors to Teach Structural Competence: The Yale Department of Psychiatry Structural Competency Community Initiative (YSCCI)
Rohrbaugh R, Bromage B, Encandela J, Spell V, Williamson B, Mathis W. Allying with Our Neighbors to Teach Structural Competence: The Yale Department of Psychiatry Structural Competency Community Initiative (YSCCI). 2019, 159-166. DOI: 10.1007/978-3-030-10525-9_13.Peer-Reviewed Original ResearchCommunity leadersCriminal justice systemIssues of powerViolence/traumaJustice systemCommunity initiativesHousing instabilitySafe housingSecond-year psychiatry residentsStructural challengesOvert goalFood insecurityEducation inequalityJob opportunitiesSocial determinantsPriority themesOwn knowledgeLeadersFocus groupsSeparate focus groupsPlanning CommitteeThemesCommunity responsesDeeper appreciationNeighborhood