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The use of topic modeling with latent Dirichlet analysis with open-ended survey items.
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The use of topic modeling with latent Dirichlet analysis with open-ended survey items. (2018)The use of topic modeling with latent Dir…Balancing human and machine coding: Evaluating the credibility and potential of topic modeling for open-ended survey responses (2025)Balancing human and machine c…Evaluating LLM-Generated Topics from Survey Responses: Identifying Challenges in Recruiting Participants through Crowdsourcing (2024)Evaluating LLM-Generated Topi…Supervised latent Dirichlet allocation with covariates: A Bayesian structural and measurement model of text and covariates. (2023)Supervised latent Dirichlet a…Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data (2022)Machine and expert judgments …Comparing human coding to two natural language processing algorithms in aspirations of people affected by Duchenne Muscular Dystrophy (2022)Comparing human coding to two…Intelligent processing of open-ended questions in mass web-surveys (2021)Intelligent processing of ope…Applying text mining to identify relevant literature in food science: Cold denaturation as a case study (2021)Applying text mining to ident…Improving the quality of teaching by utilising written student feedback: A streamlined process (2020)Improving the quality of teac…Does Purpose Grow Here? Exploring 4-H as a Context for Cultivating Youth Purpose (2020)Does Purpose Grow Here? Explo…Concept Class Analysis: A Method for Identifying Cultural Schemas in Texts (2020)Concept Class Analysis: A Met…Understanding and Validity in Qualitative Research (1992)Mixed Methods Research: A Research Paradigm Whose Time Has Come (2004)Using thematic analysis in psychology (2006)Three Approaches to Qualitative Content Analysis (2005)Handbook of Child Psychology (2007)Distributional Structure (1954)The Field of Cultural Production: Essays on Art and Literature (1996)Culture and Cognition (1997)Cultural Schemas: What They Are, How to Find Them, and What to Do Once You’ve Caught One (2021)WMDecompose: A Framework for Leveraging the Interpretable Properties of Word Mover’s Distance in Sociocultural Analysis (2021)text2map: R Tools for Text Matrices (2022)Research methods in Anthropology: Qualitative and quantitative approaches (1996)Structural Topic Models for Open‐Ended Survey Responses (2014)Text Mining of Open-Ended Questions in Self-Assessment of University Teachers: An LDA Topic Modeling Approach (2020)Seventy-Five Trials and Eleven Systematic Reviews a Day: How Will We Ever Keep Up? (2010)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)Using text mining for study identification in systematic reviews: a systematic review of current approaches (2015)A Coefficient of Agreement for Nominal Scales (1960)Measuring nominal scale agreement among many raters. (1971)The Measurement of Observer Agreement for Categorical Data (1977)Handbook of educational psychology (1997)The qualitative content analysis process (2008)CRITICAL QUESTIONS FOR BIG DATA (2012)Psychological Aspects of Natural Language Use: Our Words, Our Selves (2002)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Latent Class Modeling with Covariates: Two Improved Three-Step Approaches (2010)How to Evaluate Trust in AI-Assisted Decision Making? A Survey of Empirical Methodologies (2021)Self-Concept: Validation of Construct Interpretations (1976)Internet, Phone, Mail, and Mixed‐Mode Surveys (2014)Intercoder Reliability in Qualitative Research: Debates and Practical Guidelines (2020)Assessing Student Engagement: A Machine Learning Approach to Qualitative Analysis of Institutional Effectiveness (2025)
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  • 2020Improving the quality of teaching by utilising written student feedback: A streamlined process68 cited
  • 2022Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data61 cited
  • 2020Concept Class Analysis: A Method for Identifying Cultural Schemas in Texts28 cited
  • 2020Does Purpose Grow Here? Exploring 4-H as a Context for Cultivating Youth Purpose15 cited
  • 2025Balancing human and machine coding: Evaluating the credibility and potential of topic modeling for open-ended survey responses13 cited
  • 2023Supervised latent Dirichlet allocation with covariates: A Bayesian structural and measurement model of text and covariates.11 cited
  • 2021Applying text mining to identify relevant literature in food science: Cold denaturation as a case study10 cited
  • 2024Evaluating LLM-Generated Topics from Survey Responses: Identifying Challenges in Recruiting Participants through Crowdsourcing5 cited
  • 2021Intelligent processing of open-ended questions in mass web-surveys2 cited
  • 2022Comparing human coding to two natural language processing algorithms in aspirations of people affected by Duchenne Muscular Dystrophy1 cited

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