Stoltz, Dustin S. and Marshall A. Taylor. 2024. Mapping Texts: Computational Text Analysis for the Social Sciences. New York: Oxford University Press. [order][companion website]
Taylor, Marshall A., Dustin S. Stoltz, Heather Harper, Sanuj Kumar, Sumanth Reddy Nandhikonda, and Luke Burks. 2026. “A Simulation-Based Slope Metric for Anchor List Reliability in Word Embedding Spaces.” Sociological Methodology. [file][link][GitLab]
Alvero, AJ, Dustin S. Stoltz, Oscar Stuhler, and Marshall A. Taylor. 2026. “Generative AI in Sociological Research: State of the Discipline.” Sociological Science. [file][link][GitHub]
Taylor, Marshall A. and Dustin S. Stoltz. 2025. “A Workflow for Analyzing Cultural Schemas in Texts.” The Journal of Mathematical Sociology. [file][link][GitHub]
Stoltz, Dustin S., Marissa Combs, and Marshall A. Taylor. 2025. “Corpus Modeling and the Geometries of Text: Meaning Spaces as Metaphor and Method.” Pp. 59-78 in the Oxford Handbook of the Sociology of Machine Learning, edited by C. Borch. and J. P. Pardo-Guerra. New York: Oxford University Press. [file][link]
Taylor, Marshall A. 2024. “Attention, Shocks, and Relevance Judgements: The Case of White Nationalism in the U.S. South, 1980-2008.” Social Movement Studies. [file][link][GitHub]
Lee, Sangwon, Marshall A. Taylor, Saiffuden Ahmed, and Won-Ki Moon. 2024. “Going Beyond Political Ideology: A Computational Analysis of Civic Trust in Science.” Public Understanding of Science. [file][link][GitHub]
McDonnell, Terence E., Marshall A. Taylor, and Michael Lee Wood. 2024. “Making Obama Iconic: Iconic Potential and the Affordances of Images.” American Journal of Cultural Sociology. [file][link][GitHub]
Stoltz, Dustin S., Marshall A. Taylor, and Jennifer S.K. Dudley. “A Toolkit for Relation Induction in Text Analysis.” Sociological Methods and Research. [file][link][GitLab]
Ter-Mkrtchyan, Ani V. and Marshall A. Taylor. 2023. “An Empirical Mapping of Environmental Protection and Conservation Nonprofit Discourse on Social Media.” Nonprofit and Voluntary Sector Quarterly. [file][link][GitHub]
McDonnell, Terence E., Sarah Neitz, and Marshall A. Taylor. 2023. “Armchair Citizenship and Ontological Insecurity: Uncovering Styles of Media and Political Behavior.” Poetics. [file][link][GitHub]
Stoltz, Dustin S. and Marshall A. Taylor. 2022. “text2map: R Tools for Text Matrices.” Journal of Open Source Software 7(72)1-4. [file][link][GitLab][CRAN]
Taylor, Marshall A., Ya Su, Kevin Barry, and Sarah Mustillo. 2022. “Using Structural Topic Modeling to Estimate Gender Bias in Student Evaluations of Teaching: An Illustration.” Pp. 51-67 in Analysing Student Feedback in Higher Education: Using Text-Mining to Interpret the Student Voice, edited by E. Zaitseva, B. Tucker, and E. Santhanam. New York: Routledge. [file][link]
Taylor, Marshall A. 2021. “The Role of Personal Availability and Gender in Negative Online Congressional Campaigning.” Political Behavior. [file][link][GitHub]
Stoltz, Dustin S. and Marshall A. Taylor. 2021. “Cultural Cartography with Word Embeddings.” Poetics. [file][link][GitHub]
Taylor, Marshall A. and Dustin S. Stoltz. 2020. “Concept Class Analysis: A Method for Identifying Cultural Schemas in Texts.” Sociological Science. [file][link][GitHub]
Taylor, Marshall A. and Dustin S. Stoltz. 2020. “Integrating Semantic Directions with Concept Mover’s Distance to Measure Binary Concept Engagement.” Journal of Computational Social Science. [file][link][GitHub]
McDonnell, Erin Metz, Dustin S. Stoltz, and Marshall A. Taylor. 2022. “Multiple Market Moralities: Identifying Distinct Patterns in How Consumers Evaluate the Fairness of Price Changes.” Socio-Economic Review. [file][link][GitHub]
Taylor, Marshall A. 2020. “Visualization Strategies for Regression Estimates with Randomization Inference.” Stata Journal. [file][link][GitHub]
Taylor, Marshall A. 2020. “Book Review: Bit by Bit: Social Research in the Digital Age.” Teaching Sociology. [file][link]
Lizardo, Omar and Marshall A. Taylor. 2020. “Correspondence Analysis.” In SAGE Research Methods Foundations, edited by P. Atkinson, S. Delamont, A. Cernat, J. W. Sakshaug, and R. A. Williams. Thousand Oaks, CA: SAGE Publications. [file][link]
Stoltz, Dustin S. and Marshall A. Taylor. 2019. “Concept Mover’s Distance: Measuring Concept Engagement via Word Embeddings.” Journal of Computational Social Science. [file][link][GitHub]
Stoltz, Dustin S. and Marshall A. Taylor. 2019. “Textual Spanning: Finding Discursive Holes in Text Networks.” Socius. [file][link][GitHub]
Lizardo, Omar, Dustin S. Stoltz, Marshall A. Taylor, and Michael Lee Wood. 2018. “Visualizing Bring-Backs.” Socius. [file][link][GitHub]
Taylor, Marshall A. 2018. “Simulating the Central Limit Theorem.” Stata Journal. [file][link][GitHub]
Stoltz, Dustin S. and Marshall A. Taylor. 2017. “Paying with Change: The Purposeful Enunciation of Material Culture.” Poetics. [file][link][GitHub]
Marshall A. Taylor, Ph.D. 