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Zachary Elkins

Zachary Elkins

· ProfessorVerified

University of Texas at Austin · Political Science

Active 2000–2026

h-index38
Citations9.3k
Papers13026 last 5y
Funding$744k1 active
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About

James Henson is the director of the Texas Politics Project at the University of Texas. His work involves conducting regular, non-partisan, statewide polls of registered voters in Texas, and making the results and data available for public use. His research focuses on Texas politics and government, public opinion, and electoral behavior, providing analysis and insights through various publications, podcasts, and educational resources. Henson's contributions include overseeing the Texas Politics Project's efforts to gather and analyze polling data, produce educational content such as webtexts and courses, and facilitate discussions on key political issues affecting Texas.

Research topics

  • Political Science
  • Computer Science
  • Sociology
  • Social Science
  • Law
  • Computer Security
  • Data science
  • Public relations
  • Epistemology
  • Economics
  • Public administration
  • Gender studies
  • Algorithm
  • Development economics
  • Engineering ethics
  • Political economy
  • Engineering

Selected publications

  • Expanding Your Vocabulary: A Framework for Topic Integration in Texts

    Social Science Computer Review · 2026-04-27

    articleOpen access

    Topic discovery and integration are vital for maintaining vocabularies that categorize textual corpora. Automated approaches are often computationally expensive and lack domain-specific conceptual nuance; manual approaches are costly in terms of time and potential bias. To address this dilemma, we introduce the segments-as-topic (SAT) methodology, a four-stage process that combines automation and human expertise to assess candidate topics for vocabulary inclusion. In the SAT generation stage, a topic is formulated and refined through collaboration with domain experts, and then a sentence-level semantic similarity model retrieves corpus segments semantically aligned with the topic. The SAT expansion stage uses this seed set to find additional semantically similar segments, which are iteratively accepted or rejected to build a final segment set. During the review stage, a panel of scholars evaluates the topic for inclusion. In the integration stage, all segments in the final segment set are automatically tagged with the new topic. We apply this methodology to the Comparative Constitutions Project vocabulary that tracks over 330 topics in national constitutions, and demonstrate the addition of three new topics to the vocabulary. The SAT approach balances computational efficiency with expert judgment, offering a systematic, user-friendly, and replicable framework for social scientists to expand domain-specific vocabularies.

  • Conclusion

    Cambridge University Press eBooks · 2026-04-09

    book-chapterOpen access1st authorCorresponding
  • Digital Semantics

    Cambridge University Press eBooks · 2026-04-09

    book-chapterOpen access1st authorCorresponding
  • Notes on Teaching Concept Analysis

    Cambridge University Press eBooks · 2026-04-09

    book-chapterOpen access1st authorCorresponding
  • Contrariness and Contradiction in Constitutional Law

    Cambridge University Press eBooks · 2024-03-14

    book-chapter1st authorCorresponding

    In Constitutional Identity, Gary Jacobsohn highlights the tension both within constitutional systems and between constitutions and societal norms (culture). In this essay, we explore the first tension and glance at the second. One objective of the essay is to enumerate a set of "disharmonies" that appear with some frequency within constitutions and, employing historical data, identify the constitutional systems that contain them. Appealing to formal logic, we develop a taxonomy that helps us understand the kinds of disharmonies on display; a taxonomy that points to their sources. The essay thus generalizes Jacobsohn's notion of disharmony and extends his insights from a small set of cases that begin with the letter "I" to a larger set.

  • Which Constitutional Provisions Are Most Important?

    European journal of empirical legal studies · 2024-05-13 · 4 citations

    articleOpen access

    National constitutions codify provisions on a wide range of topics, ranging from presidential term limits to the country’s flag. But are all constitutional provisions equally important? Some are likely to be particularly consequential for how governments function, while others are likely to be largely symbolic. To date, there has been little research on the relative importance of constitutional provisions. To explore current thinking on this subject, we assembled a group of twelve comparative constitutional scholars to rate the relative importance of 340 constitutional provisions to the functioning of a country’s government. These aggregate ratings make three contributions to constitutional studies: (1) provide evidence on the current state of academic thought on the comparative importance of constitutional provisions; (2) establish an index of constitutional importance to be used in future research projects; and (3) offer a roadmap that could help direct research to provisions that may be more likely to have significant impacts on governance-related outcomes.

  • Which Constitutional Provisions are Most Important?

    SSRN Electronic Journal · 2024-01-01

    articleOpen access
  • Zachary Elkins, Review of Donald L. Horowitz, Constitutional Processes and Democratic Commitment

    International Journal of Constitutional Law · 2023-01-01

    article1st authorCorresponding

    Journal Article Zachary Elkins, Review of Donald L. Horowitz, Constitutional Processes and Democratic Commitment Get access Donald L. Horowitz. Constitutional Processes and Democratic Commitment. Yale University Press, 2021. Pp. 288, £40.00. ISBN: 978-0-300-25436-5. Zachary Elkins Zachary Elkins University of Texas at Austin, United States Email:zelkins@austin.utexas.edu Search for other works by this author on: Oxford Academic Google Scholar International Journal of Constitutional Law, Volume 21, Issue 1, January 2023, Pages 369–372, https://doi.org/10.1093/icon/moad022 Published: 03 May 2023

  • Concept Regulation in the Social Sciences

    2023-04-26

    article1st authorCorresponding

    The sciences, notably biology and medicine, operate with highly regulated taxonomies and ontologies. The Social Sciences, on the other hand, muddle through in a proverbial tower of Babel. There may be some real benefits to an undisciplined set of ideas, but also some real costs. Over the last ten years, political scientists have attempted to get their semantic act by cooperating to formalize their vocabulary. The result has been a dramatic improvement in how scholars diagnose and treat problems of democracy, as well as a set of web applications that have changed the way countries write constitutions. Nevertheless, these methods of semantic cooperation have exposed some persistent challenges of “social engineering,” ones that may have tractable web solutions.

  • Measuring constitutional preferences: A new method for analyzing public consultation data

    PLoS ONE · 2023-12-14 · 11 citations

    articleOpen accessCorresponding

    Public consultation has become an indispensable part of constitutional design, yet the voluminous, narrative data produced are often impractical to analyze. There are also few, if any, standards for such analysis. Using a comprehensive reference ontology from the Comparative Constitutions Project (CCP), we develop a new methodology to identify constitutional topics of most concern to citizens and compare these to topics in constitutions globally. We analyze data from Chile's 2016 public consultations-an ambitious process that produced nearly 265,000 narrative responses and launched the constitutional reform process that remains underway today. We leverage advances in natural language processing, in particular sentence-level semantic similarity technology, to classify consultation responses with respect to constitutional topics. Our methodology has potential for advocates, drafters, and researchers seeking to analyze public consultation data that too often go unexamined.

Recent grants

Frequent coauthors

  • Tom Ginsburg

    101 shared
  • James Melton

    Lakeland Regional Medical Center

    43 shared
  • Beth A. Simmons

    35 shared
  • José Antônio Cheibub

    23 shared
  • Andrew T. Guzmán

    VA Greater Los Angeles Healthcare System

    9 shared
  • Justin Blount

    Stephen F. Austin State University

    8 shared
  • Scott J. Spitzer

    California State University, Fullerton

    8 shared
  • Jonas Tallberg

    Stockholm University

    5 shared

Labs

  • The Texas Politics ProjectPI

    The Texas Politics Project conducts regular, non-partisan, statewide polls of registered voters in Texas, and makes the results and data available for public use.

Education

  • PhD, Political Science

    University of California

    2003
  • M.A., Government

    University of Texas at Austin

    1996
  • B.A., Philosophy

    Yale University

    1992
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