Computational Social Science and Quantitative Methods

*Please e-mail me for copies of any papers that you cannot access because of a paywall.

Taylor, Marshall A., Ya Su, Kevin Barry, and Sarah Mustillo. Forthcoming. “Using Structural Topic Modeling to Estimate Gender Bias in Student Evaluations of Teaching: An Illustration.” In Text-Mining Student Feedback: Informing Strategies Priorities and Driving Quality Enhancement, edited by E. Zaitseva and E. Santhanam. New York: Routledge.

Stoltz, Dustin S. and Marshall A. Taylor. 2021. “Cultural Cartography with Word Embeddings.” Poetics (forthcoming).

  • Note: Code for the above paper is publicly available through GitHub.

Taylor, Marshall A. and Dustin S. Stoltz. 2020. “Concept Class Analysis: A Method for Identifying Cultural Schemas in Texts.” Sociological Science 7(23):544-69. (link)

  • Note: Code for the above paper is publicly available through 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. (link)

  • Note: Code for the above paper is publicly available through GitHub.

McDonnell, Erin Metz, Dustin S. Stoltz, and Marshall A. Taylor. 2020. “Multiple Market Moralities: Identifying Distinct Patterns in How Consumers Evaluate the Fairness of Price Changes.” Socio-Economic Review. (link)

Taylor, Marshall A. 2020. “Visualization Strategies for Regression Estimates with Randomization Inference.” Stata Journal 20(2):303-35. (link)

  • Note: Code for the above paper is publicly available through GitHub.

Taylor, Marshall A. 2020. “Book Review: Bit by Bit: Social Research in the Digital Age.” Teaching Sociology 48(3):251-54. (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. (link)

Stoltz, Dustin S. and Marshall A. Taylor. 2019. “Concept Mover’s Distance: Measuring Concept Engagement via Word Embeddings.” Journal of Computational Social Science 2(2):293-313. (link)

  • Note: Code for the above paper is publicly available through GitHub.

Stoltz, Dustin S. and Marshall A. Taylor. 2019. “Textual Spanning: Finding Discursive Holes in Text Networks.” Socius 5:1-12. (link)

  • Note: Code for the above paper is publicly available through GitHub.

Lizardo, Omar, Dustin S. Stoltz, Marshall A. Taylor, and Michael Lee Wood. 2018. “Visualizing Bring-Backs.” Socius 4:1-3. (link)

  • Note: Code for the above paper is publicly available through GitHub.

Taylor, Marshall A. 2018. “Simulating the Central Limit Theorem.” Stata Journal 18(2):345-56. (link)

  • Note: Code for the above paper is publicly available through GitHub.

Stoltz, Dustin S. and Marshall A. Taylor. 2017. “Paying with Change: The Purposeful Enunciation of Material Culture.” Poetics 64:26-39. (link)

  • Note: Data, code, and supplementary material for the above paper are publicly available through my GitHub account.