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A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases

Citations

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Cited by:

  1. Eleonora Alabrese & Francesco Capozza & Prashant Garg, 2024. "Politicized Scientists: Credibility Cost of Political Expression on Twitter," CESifo Working Paper Series 11254, CESifo.
  2. Sanders James & Lisi Giulio & Schonhardt-Bailey Cheryl, 2017. "Themes and Topics in Parliamentary Oversight Hearings: A New Direction in Textual Data Analysis," Statistics, Politics and Policy, De Gruyter, vol. 8(2), pages 153-194, December.
  3. Matthew Gentzkow & Bryan T. Kelly & Matt Taddy, 2017. "Text as Data," NBER Working Papers 23276, National Bureau of Economic Research, Inc.
  4. Fligstein, Neil & Brundage, Jonah S & Schultz, Michael, 2014. "Why the Federal Reserve Failed to See the Financial Crisis of 2008: The Role of “Macroeconomics” as a Sense making and Cultural Frame," Institute for Research on Labor and Employment, Working Paper Series qt97k6t78z, Institute of Industrial Relations, UC Berkeley.
  5. Giebler, Heiko & Meyer, Thomas M. & Wagner, Markus, 2021. "The changing meaning of left and right: supply- and demand-side effects on the perception of party positions," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 31(2), pages 243-262.
  6. Daria Dzyabura & Renana Peres & Irina Linevich, 2025. "Color Analytics for Data-Driven Brand Communications," Working Papers w0292, New Economic School (NES).
  7. Brendan Nyhan, 2011. "The limited effects of testimony on political persuasion," Public Choice, Springer, vol. 148(3), pages 283-312, September.
  8. Michael A. Bailey & Anton Strezhnev & Erik Voeten, 2017. "Estimating Dynamic State Preferences from United Nations Voting Data," Journal of Conflict Resolution, Peace Science Society (International), vol. 61(2), pages 430-456, February.
  9. Stephanie J. Rickard, 2025. "International negotiations over the global commons," The Review of International Organizations, Springer, vol. 20(4), pages 999-1021, December.
  10. Heike Klüver, 2015. "The promises of quantitative text analysis in interest group research: A reply to Bunea and Ibenskas," European Union Politics, , vol. 16(3), pages 456-466, September.
  11. Bryan McCannon & Joshua Hall & Yang Zhou, 2023. "Measuring a contract's breadth: A text analysis," American Journal of Economics and Sociology, Wiley Blackwell, vol. 82(1), pages 5-14, January.
  12. Rodrigo Zamith & Seth C. Lewis, 2015. "Content Analysis and the Algorithmic Coder," The ANNALS of the American Academy of Political and Social Science, , vol. 659(1), pages 307-318, May.
  13. Mark Quigley & Jeremy D. Silver, 2022. "Science advocacy in political rhetoric and actions," Environment Systems and Decisions, Springer, vol. 42(3), pages 462-476, September.
  14. Mircea Popa, 2025. "Modelling policy action using natural language processing: evidence for a long-run increase in policy activism in the UK," Journal of Computational Social Science, Springer, vol. 8(2), pages 1-51, May.
  15. Lino Wehrheim, 2019. "Economic history goes digital: topic modeling the Journal of Economic History," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 13(1), pages 83-125, January.
  16. Mónica D. Oliveira & Inês Mataloto & Panos Kanavos, 2019. "Multi-criteria decision analysis for health technology assessment: addressing methodological challenges to improve the state of the art," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(6), pages 891-918, August.
  17. Michal Ovádek & Nicolas Lampach & Arthur Dyevre, 2020. "What’s the talk in Brussels? Leveraging daily news coverage to measure issue attention in the European Union," European Union Politics, , vol. 21(2), pages 204-232, June.
  18. McCannon, Bryan & Zhou, Yang & Hall, Joshua, 2021. "Measuring a Contract’s Breadth: A Text Analysis," Working Papers 11013, George Mason University, Mercatus Center.
  19. Annelise Russell, 2021. "Senate Representation on Twitter: National Policy Reputations for Constituent Communication," Social Science Quarterly, Southwestern Social Science Association, vol. 102(1), pages 301-323, January.
  20. Mützel, Sophie, 2013. "On coordination: Stories and meaning making in markets," economic sociology. perspectives and conversations, Max Planck Institute for the Study of Societies, vol. 14(2), pages 4-9.
  21. van den Oever, Koen, 2017. "Uncharted waters : A behavioral approach to when, why and which organizational changes are adopted," Other publications TiSEM 0136c8c2-ecdd-4f82-8ca7-d, Tilburg University, School of Economics and Management.
  22. Jennifer Pan & Margaret E. Roberts, 2020. "Censorship’s Effect on Incidental Exposure to Information: Evidence From Wikipedia," SAGE Open, , vol. 10(1), pages 21582440198, February.
  23. Alexander Herzog & Slava Mikhaylov, 2010. "Estimating Government Discretion in Fiscal Policy Making," The Institute for International Integration Studies Discussion Paper Series iiisdp339, IIIS, revised Jul 2010.
  24. Javier De la Hoz-M & Mª José Fernández-Gómez & Susana Mendes, 2021. "LDAShiny: An R Package for Exploratory Review of Scientific Literature Based on a Bayesian Probabilistic Model and Machine Learning Tools," Mathematics, MDPI, vol. 9(14), pages 1-21, July.
  25. David Bholat & Stephen Hans & Pedro Santos & Cheryl Schonhardt-Bailey, 2015. "Text mining for central banks," Handbooks, Centre for Central Banking Studies, Bank of England, number 33, April.
  26. Damani K. White-Lewis & KerryAnn O’Meara & Kiernan Mathews & Nicholas Havey, 2023. "Leaving the Institution or Leaving the Academy? Analyzing the Factors that Faculty Weigh in Actual Departure Decisions," Research in Higher Education, Springer;Association for Institutional Research, vol. 64(3), pages 473-494, May.
  27. Adel Daoud & Sebastian Kohl, 2015. "Is there a New Economic Sociology Effect? A Topic Model on the Economic Orientation of Sociology, 1890 to 2014," Working Papers 1520, New School for Social Research, Department of Economics.
  28. Pádraig Carmody, 2011. "An Informationalised Economy in Africa? The Impact of New ICT on the Wood Products Industry in Durban, South Africa," The Institute for International Integration Studies Discussion Paper Series iiisdp383, IIIS.
  29. Lehotský, Lukáš & Černoch, Filip & Osička, Jan & Ocelík, Petr, 2019. "When climate change is missing: Media discourse on coal mining in the Czech Republic," Energy Policy, Elsevier, vol. 129(C), pages 774-786.
  30. Dyer, Travis & Lang, Mark & Stice-Lawrence, Lorien, 2017. "The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 221-245.
  31. Greene, Zac & Ceron, Andrea & Schumacher, Gijs & Fazekas, Zoltan, 2016. "The Nuts and Bolts of Automated Text Analysis. Comparing Different Document Pre-Processing Techniques in Four Countries," OSF Preprints ghxj8, Center for Open Science.
  32. Yang Bao & Anindya Datta, 2014. "Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures," Management Science, INFORMS, vol. 60(6), pages 1371-1391, June.
  33. Natarajan Meghanathan, 2019. "Unit Disk Graph-Based Node Similarity Index for Complex Network Analysis," Complexity, Hindawi, vol. 2019, pages 1-22, March.
  34. Mintao Nie, 2023. "IOs’ selective adoption of NGO information: Evidence from the Universal Periodic Review," The Review of International Organizations, Springer, vol. 18(1), pages 27-59, January.
  35. Yanto Chandra & Li Crystal Jiang & Cheng-Jun Wang, 2016. "Mining Social Entrepreneurship Strategies Using Topic Modeling," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-28, March.
  36. Merz, Nicolas & Regel, Sven & Lewandowski, Jirka, 2016. "The Manifesto Corpus: A new resource for research on political parties and quantitative text analysis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 3(2 (April-), pages 1-8.
  37. Alexander Herzog & Slava Mikhaylov, 2010. "A new Database of Parliamentary Debates in Ireland, 1922--2008," The Institute for International Integration Studies Discussion Paper Series iiisdp338, IIIS, revised Jul 2010.
  38. Arina Wischnewsky & David‐Jan Jansen & Matthias Neuenkirch, 2021. "Financial stability and the Fed: Evidence from congressional hearings," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1192-1214, July.
  39. Laura K. Nelson & Derek Burk & Marcel Knudsen & Leslie McCall, 2021. "The Future of Coding: A Comparison of Hand-Coding and Three Types of Computer-Assisted Text Analysis Methods," Sociological Methods & Research, , vol. 50(1), pages 202-237, February.
  40. María Paz Raveau & Juan Pablo Couyoumdjian & Claudio Fuentes-Bravo & Carlos Rodriguez-Sickert & Cristian Candia, 2022. "Citizens at the forefront of the constitutional debate: Voluntary citizen participation determinants and emergent content in Chile," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-25, June.
  41. Zhang, Ziye & Feng, Lijie & Wang, Jinfeng & Zhao, Weiyu & Yan, Jingbo, 2025. "Identification of technology innovation path based on multi-feature vector fusion: The case of flywheel energy storage technology," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
  42. Laura K. Nelson, 2020. "Computational Grounded Theory: A Methodological Framework," Sociological Methods & Research, , vol. 49(1), pages 3-42, February.
  43. Michele Coscia & Viridiana Rios, 2012. "How and where do criminals operate? Using Google to track Mexican drug trafficking organizations," CID Working Papers 57, Center for International Development at Harvard University.
  44. Margaret E. Roberts & Brandon M. Stewart & Richard A. Nielsen, 2020. "Adjusting for Confounding with Text Matching," American Journal of Political Science, John Wiley & Sons, vol. 64(4), pages 887-903, October.
  45. repec:osf:osfxxx:ghxj8_v1 is not listed on IDEAS
  46. Constantine Boussalis & Travis G. Coan & Mirya R. Holman, 2018. "Climate change communication from cities in the USA," Climatic Change, Springer, vol. 149(2), pages 173-187, July.
  47. Ivanusch, Christoph & Zehnter, Lisa & Burst, Tobias, 2023. "Communicating in an eventful campaign: A case study of party press releases during the German federal election campaign 2021," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 86.
  48. Sanders, James & Lisi, Giulio & Schonhardt-Bailey, Cheryl, 2018. "Themes and topics in parliamentary oversight hearings: a new direction in textual data analysis," LSE Research Online Documents on Economics 87624, London School of Economics and Political Science, LSE Library.
  49. Berk Wheelock, Lauren & Pachamanova, Dessislava A., 2022. "Acceptable set topic modeling," European Journal of Operational Research, Elsevier, vol. 299(2), pages 653-673.
  50. Benjamin Bagozzi, 2015. "The multifaceted nature of global climate change negotiations," The Review of International Organizations, Springer, vol. 10(4), pages 439-464, December.
  51. Marc Keuschnigg & Niclas Lovsjö & Peter Hedström, 2018. "Analytical sociology and computational social science," Journal of Computational Social Science, Springer, vol. 1(1), pages 3-14, January.
  52. Mennig, Philipp, 2025. "Who cares about agriculture? Analyzing German parliamentary debates on agriculture and food with structural topic modeling," Food Policy, Elsevier, vol. 130(C).
  53. Alex Luscombe & Kevin Dick & Kevin Walby, 2022. "Algorithmic thinking in the public interest: navigating technical, legal, and ethical hurdles to web scraping in the social sciences," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(3), pages 1023-1044, June.
  54. Christopher Wratil & Sara B Hobolt, 2019. "Public deliberations in the Council of the European Union: Introducing and validating DICEU," European Union Politics, , vol. 20(3), pages 511-531, September.
  55. Matthew Gentzkow & Jesse M. Shapiro & Matt Taddy, 2019. "Measuring Group Differences in High‐Dimensional Choices: Method and Application to Congressional Speech," Econometrica, Econometric Society, vol. 87(4), pages 1307-1340, July.
  56. Maria Gabriella Grassia & Marina Marino & Rocco Mazza & Michelangelo Misuraca & Emma Zavarrone & Martha Friel, 2024. "Regional Competitiveness: A Structural-Based Topic Analysis on Recent Literature," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 173(1), pages 83-108, May.
  57. Eitan Tzelgov, 2014. "Cross-cutting issues, intraparty dissent and party strategy: The issue of European integration in the House of Commons," European Union Politics, , vol. 15(1), pages 3-23, March.
  58. Lino Wehrheim, 2017. "Economic History Goes Digital: Topic Modeling the Journal of Economic History," Working Papers 177, Bavarian Graduate Program in Economics (BGPE).
  59. Md Nazrul Islam & Md Mofazzal Hossain & Md Shafayet Shahed Ornob, 2024. "Business research on Industry 4.0: a systematic review using topic modelling approach," Future Business Journal, Springer, vol. 10(1), pages 1-15, December.
  60. Schenkel, Marina, 2024. "Health emergencies, science contrarianism and populism: A scoping review," Social Science & Medicine, Elsevier, vol. 346(C).
  61. Ping-Yu Hsu & Hong-Tsuen Lei & Shih-Hsiang Huang & Teng Hao Liao & Yao-Chung Lo & Chin-Chun Lo, 2019. "Effects of sentiment on recommendations in social network," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(2), pages 253-262, June.
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