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Discovering Hidden Patterns: Applying Topic Modeling in Qualitative Research
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Discovering Hidden Patterns: Applying Topic Modeling in Qualitative Research (2024)Discovering Hidden Patterns: Applying Top…Seeded Sequential LDA: A Semi-Supervised Algorithm for Topic-Specific Analysis of Sentences (2023)Seeded Sequential LDA: A Semi…A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)A Topic Modeling Comparison B…Journal article reporting standards for qualitative primary, qualitative meta-analytic, and mixed methods research in psychology: The APA Publications and Communications Board task force report. (2018)Journal article reporting sta…An Introduction to Qualitative Research: Learning in the Field (2017)An Introduction to Qualitativ…Qualitative Research: Data Collection, Analysis, and Management (2015)Qualitative Research: Data Co…Making cross-racial therapy work: A phenomenological study of clients’ experiences of cross-racial therapy. (2009)Making cross-racial therapy w…Qualitative research and evaluation methods (1980)Naturalistic inquiry (1985)Basics of Qualitative Research: Grounded Theory Procedures and Techniques. (1992)Qualitative research methods: Why, when, and how to conduct interviews and focus groups in pharmacy research (2016)Focus Group Interviews in Child, Youth, and Parent Research: An Integrative Literature Review (2019)Research and scholarly methods: Semi‐structured interviews (2021)The generalizability of the psychoanalytic concept of the working alliance. (1979)Qualitative Analysis for Social Scientists (1987)Qualitative Data Analysis (2008)THE INFLUENCE OF RACE AND ETHNICITY IN CLIENTS’ EXPERIENCES OF MENTAL HEALTH TREATMENT (2013)A model for the theoretical basis of cultural competency to guide psychotherapy. (2016)Multidimensional Model of Broaching Behavior (2020)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Case Study Research: Design and Methods (1984)Using thematic analysis in psychology (2006)Editorial: Journal article reporting standards. (2018)Is thematic analysis used well in health psychology? A critical review of published research, with recommendations for quality practice and reporting (2023)Reporting guidelines for qualitative research: a values-based approach (2024)Empirical study of topic modeling in Twitter (2010)Big Data, new epistemologies and paradigm shifts (2014)Machine learning on big data: Opportunities and challenges (2017)Finding love in algorithms: deciphering the emotional contexts of close encounters with AI chatbots (2024)Green and sustainable AI research: an integrated thematic and topic modeling analysis (2024)Unveiling the dynamics of AI applications: A review of reviews using scientometrics and BERTopic modeling (2024)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Emotions, Politics and War (2015)quanteda: An R package for the quantitative analysis of textual data (2018)Seeded Topic Models in Digital Archives: Analyzing Interpretations of Immigration in Swedish Newspapers, 1945–2019 (2024)Words to unite nations: The complete United Nations General Debate Corpus, 1946–present (2024)From words to insights: Text analysis in business research (2025)The expansion and roles of private tutoring in India: From supplementation to supplantation (2018)Assets-Based Learning Abroad: First-Generation Latinx College Students Leveraging and Increasing Community Cultural Wealth in Costa Rica (2019)Proposing the “MIRACLE” Narrative Framework for Providing Thick Description in Qualitative Research (2023)
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References

  • 2018Journal article reporting standards for qualitative primary, qualitative meta-analytic, and mixed methods research in psychology: The APA Publications and Communications Board task force report.2,279 cited
  • 2015Qualitative Research: Data Collection, Analysis, and Management1,172 cited
  • 2022A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts983 cited
  • 2017An Introduction to Qualitative Research: Learning in the Field281 cited
  • 2009Making cross-racial therapy work: A phenomenological study of clients’ experiences of cross-racial therapy.167 cited
  • 2023Seeded Sequential LDA: A Semi-Supervised Algorithm for Topic-Specific Analysis of Sentences65 cited

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