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Extracting Policy Positions from Political Texts Using Words as Data

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Cited by:

  1. Harris, Colin & Myers, Andrew & Kaiser, Adam, 2023. "The humanizing effect of market interaction," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 489-507.
  2. George Tsebelis, 2005. "Assessing the Contributions of the DOSEI Project," European Union Politics, , vol. 6(3), pages 377-390, September.
  3. Armèn Hakhverdian, 2009. "Capturing Government Policy on the Left–Right Scale: Evidence from the United Kingdom, 1956–2006," Political Studies, Political Studies Association, vol. 57(4), pages 720-745, December.
  4. Simon Hug & Tobias Schulz, 2007. "Referendums in the EU’s constitution building process," The Review of International Organizations, Springer, vol. 2(2), pages 177-218, June.
  5. Auffenberg, Jennie & Marcinkiewicz, Kamil, 2013. "Wer gestaltet, wer verwaltet Reformen im öffentlichen Dienst? Ein Methodenvergleich zur Analyse von Arbeitsbeziehungen in Reformprozessen anhand der Polizei Brandenburg," TranState Working Papers 170, University of Bremen, Collaborative Research Center 597: Transformations of the State.
  6. 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.
  7. Pongsak Luangaram & Yuthana Sethapramote, 2016. "Central Bank Communication and Monetary Policy Effectiveness: Evidence from Thailand," PIER Discussion Papers 20, Puey Ungphakorn Institute for Economic Research.
  8. 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.
  9. André Krouwel & Annemarie Elfrinkhof, 2014. "Combining strengths of methods of party positioning to counter their weaknesses: the development of a new methodology to calibrate parties on issues and ideological dimensions," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(3), pages 1455-1472, May.
  10. H. Andrew Schwartz & Lyle H. Ungar, 2015. "Data-Driven Content Analysis of Social Media," The ANNALS of the American Academy of Political and Social Science, , vol. 659(1), pages 78-94, May.
  11. Pierre L. Siklos, 2020. "U.S. Monetary Policy since the 1950s and the Changing Content of FOMC Minutes," Southern Economic Journal, John Wiley & Sons, vol. 86(3), pages 1192-1213, January.
  12. Rybinski, Krzysztof, 2020. "The forecasting power of the multi-language narrative of sell-side research: A machine learning evaluation," Finance Research Letters, Elsevier, vol. 34(C).
  13. Seraphine F. Maerz & Carsten Q. Schneider, 2020. "Comparing public communication in democracies and autocracies: automated text analyses of speeches by heads of government," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(2), pages 517-545, April.
  14. H Andrew Schwartz & Johannes C Eichstaedt & Margaret L Kern & Lukasz Dziurzynski & Stephanie M Ramones & Megha Agrawal & Achal Shah & Michal Kosinski & David Stillwell & Martin E P Seligman & Lyle H U, 2013. "Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-16, September.
  15. Petya Alexandrova & Marcello Carammia & Sebastian Princen & Arco Timmermans, 2014. "Measuring the European Council agenda: Introducing a new approach and dataset," European Union Politics, , vol. 15(1), pages 152-167, March.
  16. Kurrild-Klitgaard, Peter & Klemmensen, Robert & Pedersen, Mogens N., 2008. "Højre, venstre eller midte? Et empirisk perspektiv på partirummet i dansk politik [Right, left or centre? An empirical perspective on the party space of Danish politics]," MPRA Paper 68812, University Library of Munich, Germany.
  17. Hayo, Bernd & Henseler, Kai & Rapp, Marc Steffen, 2019. "Estimating the monetary policy interest-rate-to-performance sensitivity of the European banking sector at the zero lower bound," Finance Research Letters, Elsevier, vol. 31(C).
  18. Pierre-Marc Daigneault & Dominic Duval & Louis M. Imbeau, 2018. "Supervised scaling of semi-structured interview transcripts to characterize the ideology of a social policy reform," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(5), pages 2151-2162, September.
  19. Cathie Jo Martin, 2022. "FICTION WORKS: Cultural ideas and the design of industrial relations systems in Britain and Denmark," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 61(1), pages 50-67, January.
  20. Hix, Simon & Noury, Abdul & Roland, Gerard, 2005. "Dimensions of Politics in the European Parliament," Department of Economics, Working Paper Series qt4gb278j5, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  21. 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.
  22. Delattre, Laurence & Chanel, Olivier & Livenais, Cecile & Napoléone, Claude, 2015. "Combining discourse analyses to enrich theory: The case of local land-use policies in South Eastern France," Ecological Economics, Elsevier, vol. 113(C), pages 60-75.
  23. 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.
  24. Heike Klüver, 2009. "Measuring Interest Group Influence Using Quantitative Text Analysis," European Union Politics, , vol. 10(4), pages 535-549, December.
  25. Kosnik, Lea-Rachel, 2015. "What have economists been doing for the last 50 years? A text analysis of published academic research from 1960-2010," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-38.
  26. Jonathan P. Kastellec & Jeffrey R. Lax, 2008. "Case Selection and the Study of Judicial Politics," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 5(3), pages 407-446, September.
  27. Paul Hofmarcher & Sourav Adhikari & Bettina Grun, 2022. "Gaining Insights on U.S. Senate Speeches Using a Time Varying Text Based Ideal Point Model," Papers 2206.10877, arXiv.org.
  28. Kaiser, Ulrich & Kuhn, Johan M., 2020. "The value of publicly available, textual and non-textual information for startup performance prediction," Journal of Business Venturing Insights, Elsevier, vol. 14(C).
  29. Yu Cao & Elliott Ash & Daniel L. Chen, 2020. "Automated fact-value distinction in court opinions," European Journal of Law and Economics, Springer, vol. 50(3), pages 451-467, December.
  30. Marzagão, Thiago, 2017. "Automated Democracy Scores," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 37(1), May.
  31. Simon Hix & Christophe Crombez, 2005. "Extracting Ideal Point Estimates from Actors’ Preferences in the EU Constitutional Negotiations," European Union Politics, , vol. 6(3), pages 353-376, September.
  32. Baerg, Nicole Rae, 2014. "War of the Words: How Elites' Communication Changes the Economy," MPRA Paper 59823, University Library of Munich, Germany.
  33. Hamza Bennani, 2012. "National influences inside the ECB: an assessment from central bankers' statements," Working Papers hal-00992646, HAL.
  34. Matteo Cinelli & Valerio Ficcadenti & Jessica Riccioni, 2021. "The interconnectedness of the economic content in the speeches of the US Presidents," Annals of Operations Research, Springer, vol. 299(1), pages 593-615, April.
  35. Bon Sang Koo, 2023. "When legislators responded to news media surveys: unstable responses, missing not at random responses, and self-censorship," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(2), pages 1821-1843, April.
  36. Edoardo Cefalà, 2022. "The political consequences of mass repatriation," Discussion Papers 2022-05, University of Nottingham, GEP.
  37. Annette Elisabeth Töller, 2010. "Measuring and Comparing the Europeanization of National Legislation: A Research Note," Journal of Common Market Studies, Wiley Blackwell, vol. 48(2), pages 417-444, March.
  38. Kenneth Benoit & Michael Laver & Christine Arnold & Paul Pennings & Madeleine O. Hosli, 2005. "Measuring National Delegate Positions at the Convention on the Future of Europe Using Computerized Word Scoring," European Union Politics, , vol. 6(3), pages 291-313, September.
  39. Weiss, Max & Zoorob, Michael, 2021. "Political frames of public health crises: Discussing the opioid epidemic in the US Congress," Social Science & Medicine, Elsevier, vol. 281(C).
  40. Özge Kemahlıoğlu & Sabri Sayarı, 2017. "Defecting alone or splitting together? Individual and collective party switching by legislators," Public Choice, Springer, vol. 171(1), pages 187-206, April.
  41. Thomas König & Daniel Finke & Stephanie Daimer, 2005. "Ignoring the Non-ignorables?," European Union Politics, , vol. 6(3), pages 269-290, September.
  42. Yang, Chao & Huang, Cui, 2022. "Quantitative mapping of the evolution of AI policy distribution, targets and focuses over three decades in China," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  43. 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.
  44. Kessler, Tim, 2011. "Die quantitative Inhaltsanalyse als Instrument zur Bestimmung des Dienstleistungsanteils von Sachgüterunternehmen," Discussion Papers on Strategy and Innovation 11-04, Philipps-University Marburg, Department of Technology and Innovation Management (TIM).
  45. Armando Marozzi, 2021. "The ECB and the Cost of Independence. Unearthing a New Doom-Loop in the European Monetary Union," BAFFI CAREFIN Working Papers 21152, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
  46. Barth, Andreas & Radev, Deyan, 2022. "Integration culture of global banks and the transmission of lending shocks," Journal of Banking & Finance, Elsevier, vol. 134(C).
  47. Gessler, Theresa & Hunger, Sophia, 2022. "How the refugee crisis and radical right parties shape party competition on immigration," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 10(3), pages 524-544.
  48. Pierre Hausemer, 2006. "Participation and Political Competition in Committee Report Allocation," European Union Politics, , vol. 7(4), pages 505-530, December.
  49. Roel Popping & Rafael Wittek, 2015. "Success and Failure of Parliamentary Motions: A Social Dilemma Approach," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-18, August.
  50. Darren Lilleker & Marta Pérez-Escolar, 2023. "Demonising Migrants in Contexts of Extremism: Analysis of Hate Speech in UK and Spain," Politics and Governance, Cogitatio Press, vol. 11(2), pages 127-137.
  51. Mihalyi, David & Mate, Akos, 2019. "Text-mining IMF country reports - an original dataset," MPRA Paper 100656, University Library of Munich, Germany.
  52. Maria Stella Righettini, 2021. "Framing Sustainability. Evidence from Participatory Forums to Taylor the Regional 2030 Agenda to Local Contexts," Sustainability, MDPI, vol. 13(8), pages 1-15, April.
  53. Stefano Pagliari & Meredith Wilf, 2021. "Regulatory novelty after financial crises: Evidence from international banking and securities standards, 1975–2016," Regulation & Governance, John Wiley & Sons, vol. 15(3), pages 933-951, July.
  54. Kaiser, Ulrich & Kuhn, Johan Moritz, 2020. "Value of Publicly Available, Textual and Non-textuThe al Information for Startup Performance Prediction," IZA Discussion Papers 13029, Institute of Labor Economics (IZA).
  55. Osterloh, Steffen & Debus, Marc, 2012. "Partisan politics in corporate taxation," European Journal of Political Economy, Elsevier, vol. 28(2), pages 192-207.
  56. Cui Huang & Chao Yang & Jun Su, 2018. "Policy change analysis based on “policy target–policy instrument” patterns: a case study of China’s nuclear energy policy," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(2), pages 1081-1114, November.
  57. Diaf, Sami & Döpke, Jörg & Fritsche, Ulrich & Rockenbach, Ida, 2022. "Sharks and minnows in a shoal of words: Measuring latent ideological positions based on text mining techniques," European Journal of Political Economy, Elsevier, vol. 75(C).
  58. Ben Curran & Kyle Higham & Elisenda Ortiz & Demival Vasques Filho, 2018. "Look who’s talking: Two-mode networks as representations of a topic model of New Zealand parliamentary speeches," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-16, June.
  59. Hayo, Bernd & Henseler, Kai & Steffen Rapp, Marc & Zahner, Johannes, 2022. "Complexity of ECB communication and financial market trading," Journal of International Money and Finance, Elsevier, vol. 128(C).
  60. Born, Andreas & Janssen, Aljoscha, 2020. "Does a District-Vote Matter for the Behavior of Politicians? A Textual Analysis of Parliamentary Speeches," Working Paper Series 1320, Research Institute of Industrial Economics.
  61. Shengli Dai & Weimin Zhang & Jiamin Zong & Yingying Wang & Ge Wang, 2021. "How Effective Is the Green Development Policy of China’s Yangtze River Economic Belt? A Quantitative Evaluation Based on the PMC-Index Model," IJERPH, MDPI, vol. 18(14), pages 1-17, July.
  62. Jonathan B. Slapin & Sven‐Oliver Proksch, 2008. "A Scaling Model for Estimating Time‐Series Party Positions from Texts," American Journal of Political Science, John Wiley & Sons, vol. 52(3), pages 705-722, July.
  63. Ralf Meinhardt & Sebastian Junge & Martin Weiss, 2018. "The organizational environment with its measures, antecedents, and consequences: a review and research agenda," Management Review Quarterly, Springer, vol. 68(2), pages 195-235, April.
  64. Sarel, Roee & Demirtas, Melanie, 2021. "Delegation in a multi-tier court system: Are remands in the U.S. federal courts driven by moral hazard?," European Journal of Political Economy, Elsevier, vol. 68(C).
  65. Frantisek Darena & Jan Zizka, 2011. "Approaches to samples selection for machine learning based classification of textual data," MENDELU Working Papers in Business and Economics 2011-11, Mendel University in Brno, Faculty of Business and Economics.
  66. Torsten J. Selck, 2005. "Improving the Explanatory Power of Bargaining Models," Journal of Theoretical Politics, , vol. 17(3), pages 371-375, July.
  67. Armando Marozzi, 2021. "The ECB and the Cost of Independence. Unearthing a New Doom-Loop in the European Monetary Union," BAFFI CAREFIN Working Papers 21152, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
  68. Anna Calissano & Simone Vantini & Marika Arena, 2020. "Monitoring rare categories in sentiment and opinion analysis: a Milan mega event on Twitter platform," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 29(4), pages 787-812, December.
  69. 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.
  70. Daniel Finke & Andreas Fleig, 2013. "The merits of adding complexity: non-separable preferences in spatial models of European Union politics," Journal of Theoretical Politics, , vol. 25(4), pages 546-575, October.
  71. Soojin Oh Park & Nail Hassairi, 2021. "What predicts legislative success of early care and education policies?: Applications of machine learning and Natural Language Processing in a cross-state early childhood policy analysis," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-36, February.
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  73. Protte, Benjamin, 2012. "Does Fleet Street shape politics? Estimating the Effect of Newspaper Coverage about Globalization on the Support for Unemployment Insurance," Working Papers 12-19, University of Mannheim, Department of Economics.
  74. Annette Elisabeth Töller, 2010. "Measuring and Comparing the Europeanization of National Legislation: A Research Note," Journal of Common Market Studies, Wiley Blackwell, vol. 48, pages 417-444, March.
  75. Alan Brier & Bruno Hopp, 2011. "Computer assisted text analysis in the social sciences," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(1), pages 103-128, January.
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  77. Cory Koedel & Jiaxi Li & Matthew G. Springer & Li Tan, 2018. "Teacher Performance Ratings and Professional Improvement," Working Papers 1808, Department of Economics, University of Missouri.
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  81. Osterloh, Steffen, 2012. "Words speak louder than actions: The impact of politics on economic performance," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 318-336.
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  84. Marcinkiewicz, Kamil & Auffenberg, Jennie & Kittel, Bernhard, 2012. "Politikpositionen im Reformprozess des öffentlichen Dienstes: Zur Übertragbarkeit der quantitativen Textanalyse," TranState Working Papers 162, University of Bremen, Collaborative Research Center 597: Transformations of the State.
  85. Daniel J. Hopkins & Gary King, 2010. "A Method of Automated Nonparametric Content Analysis for Social Science," American Journal of Political Science, John Wiley & Sons, vol. 54(1), pages 229-247, January.
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  88. Susana Jorge & Sónia Nogueira & Maria Antónia Jesus, 2023. "Financial Information Use In Parliamentary Debates In A Changing Context," Public Organization Review, Springer, vol. 23(4), pages 1611-1638, December.
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  122. 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.
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  124. Gropp, Reint E. & Radev, Deyan, 2017. "Social centralisation, bank integration and the transmission of lending shocks," IWH Discussion Papers 18/2017, Halle Institute for Economic Research (IWH).
  125. Stephen Weymouth & J. Lawrence Broz, 2013. "Government Partisanship and Property Rights: Cross-Country Firm-Level Evidence," Economics and Politics, Wiley Blackwell, vol. 25(2), pages 229-256, July.
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  128. Kostovicova Denisa & Kerr Rachel & Sokolić Ivor & Fairey Tiffany & Redwood Henry & Subotić Jelena, 2022. "The “Digital Turn” in Transitional Justice Research: Evaluating Image and Text as Data in the Western Balkans," Comparative Southeast European Studies, De Gruyter, vol. 70(1), pages 24-46, March.
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