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Contributed Papers

Statistical Methods and Case Studies in Text Analysis

Tue, Aug 4, 8:30 AM - 10:20 AM Room CC-107C Thomas M. Menino Convention & Exhibition Center

Carol HaneyChair

Section on Text Analysis

5 Presentations

Reproducing Expert Judgement with Shortened Surveys

8:35 AM - 8:50 AM

Daphna Harel (New York University)

Co-authors: Klint Kanopka (NYU)

Patient Reported Outcome Measures Shortening Surveys Markov Chain Monte Carlo

Dynamic Topic Modeling with a Higher-Order Hypergraphical Representation

8:50 AM - 9:05 AM

Hanjia Gao (University of California, Irvine)

Co-authors: Hanwen Ye, Qing Nie (University of California, Irvine), Annie Qu (University of California At Irvine)

Topic model Dynamic modeling Hypergraph Text representation Nonconvex optimization Low-rank factorization

Are the Gospels and Acts historical? Testing names for goodness-of-fit before, during, and after

9:05 AM - 9:20 AM

Jason Wilson (Biola University)

Co-authors: Luuk Van de Weghe (Independent Scholar)

goodness-of-fit goodness of fit Bible Gospel name distribution onomastic

Lying More and Less with AI: How AI Shapes Commitment and Honesty in Random Outcome Task Reporting

9:20 AM - 9:35 AM

J Jobu Babin (University of Northern Iowa)

Co-authors: Haritima Chauhan (DePaul University)

dishonesty artificial intelligence generative AI large language models lying oaths

Integrating data science with qualitative coding

9:35 AM - 9:50 AM

Lindsay Giesen (Westat)

Co-authors: Rashi Saluja, Gizem Korkmaz (Westat)

qualitative research data science AI tools qualitative coding large language models

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