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Extracting Policy Positions from Political Texts Using Words as Data

Citations

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Cited by:

  1. 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.
  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. 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, vol. 9, pages 1-38.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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).
  9. Asmus Leth Olsen & Anders Woller, 2023. "Citizens’ economic recovery models for a pandemic," PLOS ONE, Public Library of Science, vol. 18(2), pages 1-13, February.
  10. Kenneth Benoit & Michael Laver, 2005. "Mapping the Irish Policy Space - Voter and Party Spaces in Preferential Elections," The Economic and Social Review, Economic and Social Studies, vol. 36(2), pages 83-108.
  11. Boussalis, Constantine & Dukalskis, Alexander & Gerschewski, Johannes, 2022. "Why It Matters What Autocrats Say: Assessing Competing Theories of Propaganda," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 70(3), pages 241-252.
  12. Krzysztof Rybinski, 2019. "A machine learning framework for automated analysis of central bank communication and media discourse. The case of Narodowy Bank Polski," Bank i Kredyt, Narodowy Bank Polski, vol. 50(1), pages 1-20.
  13. 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.
  14. Emile du Plessis, 2025. "Can Text-Based Statistical Models Reveal Impending Banking Crises?," Computational Economics, Springer;Society for Computational Economics, vol. 65(3), pages 1265-1298, March.
  15. 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.
  16. 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.
  17. Fabio Padovano, 2013. "Are we witnessing a paradigm shift in the analysis of political competition?," Public Choice, Springer, vol. 156(3), pages 631-651, September.
  18. George Tsebelis, 2005. "Assessing the Contributions of the DOSEI Project," European Union Politics, , vol. 6(3), pages 377-390, September.
  19. 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.
  20. Matteo Cinelli & Valerio Ficcadenti & Jessica Riccioni, 2020. "The interconnectedness of the economic content in the speeches of the US Presidents," Papers 2002.07880, arXiv.org.
  21. 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.
  22. 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.
  23. 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.
  24. Kaiser, Ulrich & Kuhn, Johan Moritz, 2020. "Value of Publicly Available, Textual and Non-textuThe al Information for Startup Performance Prediction," IZA Discussion Papers 13029, IZA Network @ LISER.
  25. Simon Hix & Abdul Noury & Gérard Roland, 2006. "Dimensions of Politics in the European Parliament," American Journal of Political Science, John Wiley & Sons, vol. 50(2), pages 494-520, April.
  26. Huang, Cui & Yang, Chao & Su, Jun, 2021. "Identifying core policy instruments based on structural holes: A case study of China’s nuclear energy policy," Journal of Informetrics, Elsevier, vol. 15(2).
  27. 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, revised Feb 2016.
  28. Bennani, Hamza, 2014. "The art of central banks' forward guidance at the zero lower bound," MPRA Paper 57043, University Library of Munich, Germany.
  29. 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.
  30. Lütjen, Heiner & Tietze, Frank & Schultz, Carsten, 2017. "Service transitions of product-centric firms: An explorative study of service transition stages and barriers in Germany's energy market," International Journal of Production Economics, Elsevier, vol. 192(C), pages 106-119.
  31. Feldkircher, Martin & Hofmarcher, Paul & Siklos, Pierre L., 2024. "One money, one voice? Evaluating ideological positions of euro area central banks," European Journal of Political Economy, Elsevier, vol. 85(C).
  32. Hanna Bäck & Marc Debus & Wolfgang C. Müller, 2016. "Intra-party diversity and ministerial selection in coalition governments," Public Choice, Springer, vol. 166(3), pages 355-378, March.
  33. Anegundi, Aishwarya & Schulz, Konstantin & Rauh, Christian & Rehm, Georg, 2022. "Modelling Cultural and Socio-Economic Dimensions of Political Bias in German Tweets," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 29-40.
  34. 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.
  35. Osterloh, Steffen & Debus, Marc, 2012. "Partisan politics in corporate taxation," European Journal of Political Economy, Elsevier, vol. 28(2), pages 192-207.
  36. Josep M. Colomer, 2005. "The left-right dimension in Latin America," Economics Working Papers 813, Department of Economics and Business, Universitat Pompeu Fabra.
  37. Strömberg, David & Prat, Andrea, 2011. "The Political Economy of Mass Media," CEPR Discussion Papers 8246, C.E.P.R. Discussion Papers.
  38. Küsters Anselm & Andritzky Jochen, 2024. "Welche Rolle spielt das Thema Zukunft im Bundestag?," Wirtschaftsdienst, Sciendo, vol. 104(4), pages 252-257, April.
  39. 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.
  40. Radko Hokovský & Viera Knutelská, 2012. "Role of Political Affiliation across the European Institutions in the Dynamics of the EU Legislative Process," Czech Economic Review, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, vol. 6(2), pages 125-138, July.
  41. 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.
  42. Xiongquan Ou & Ming Ma & Wei Wang, 2025. "Research on quantitative evaluation of China’s Intelligent Construction Policy (CICP) based on the integration of PMC index model and multi-dimensional analytical framework," PLOS ONE, Public Library of Science, vol. 20(7), pages 1-39, July.
  43. repec:bla:jcmkts:v:48:y:2010:i::p:417-444 is not listed on IDEAS
  44. Caroline Le Pennec, 2024. "Strategic Campaign Communication: Evidence from 30,000 Candidate Manifestos," The Economic Journal, Royal Economic Society, vol. 134(658), pages 785-810.
  45. Heike Klüver, 2009. "Measuring Interest Group Influence Using Quantitative Text Analysis," European Union Politics, , vol. 10(4), pages 535-549, December.
  46. 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.
  47. Marc Debus, 2009. "Pre-electoral commitments and government formation," Public Choice, Springer, vol. 138(1), pages 45-64, January.
  48. 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.
  49. Thomas König & Daniel Finke & Stephanie Daimer, 2005. "Ignoring the Non-ignorables?," European Union Politics, , vol. 6(3), pages 269-290, September.
  50. Alastair Langtry & Niklas Potrafke & Marcel Schlepper & Timo Wochner, 2024. "Gambling for Re-election," CESifo Working Paper Series 11125, CESifo.
  51. Sebastian Haunss & Jonas Kuhn & Sebastian Padó & Andre Blessing & Nico Blokker & Erenay Dayanik & Gabriella Lapesa, 2020. "Integrating Manual and Automatic Annotation for the Creation of Discourse Network Data Sets," Politics and Governance, Cogitatio Press, vol. 8(2), pages 326-339.
  52. Hausladen, Carina I. & Schubert, Marcel H. & Ash, Elliott, 2020. "Text classification of ideological direction in judicial opinions," International Review of Law and Economics, Elsevier, vol. 62(C).
  53. Michael M. Bechtel & Roland Füss, 2010. "Capitalizing on Partisan Politics? The Political Economy of Sector‐Specific Redistribution in Germany," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(2‐3), pages 203-235, March.
  54. Sebastian Haunss & Jonas Kuhn & Sebastian Padó & Andre Blessing & Nico Blokker & Erenay Dayanik & Gabriella Lapesa, 2020. "Integrating Manual and Automatic Annotation for the Creation of Discourse Network Data Sets," Politics and Governance, Cogitatio Press, vol. 8(2), pages 326-339.
  55. Benchimol, Jonathan & Kazinnik, Sophia & Saadon, Yossi, 2022. "Text mining methodologies with R: An application to central bank texts," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 8, pages 1-19.
  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. 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).
  59. 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.
  60. 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.
  61. 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.
  62. 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).
  63. 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).
  64. 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.
  65. Martin Haselmayer & Marcelo Jenny, 2017. "Sentiment analysis of political communication: combining a dictionary approach with crowdcoding," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(6), pages 2623-2646, November.
  66. 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).
  67. Michael Scharkow, 2013. "Thematic content analysis using supervised machine learning: An empirical evaluation using German online news," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(2), pages 761-773, February.
  68. 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.
  69. Ken Benoit & Michael Laver, 2005. "Mapping the Irish Policy Space:Voter and Party Spaces in Preferential," The Institute for International Integration Studies Discussion Paper Series iiisdp82, IIIS.
  70. 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.
  71. Sebők, Miklós & Proksch, Sven-Oliver & Rauh, Christian & Visnovitz, Péter & Balázs, Gergő & Schwalbach, Jan, 2025. "Comparative European legislative research in the age of large-scale computational text analysis: A review article," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 46(1), pages 18-39.
  72. 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.
  73. Sumon Kumar Bhaumik & Nigel Driffield & Saul Estrin & Zarlasht M. Razeq, 2025. "Geopolitical alignment, outside options, and inward FDI: an integrated framework and policy pathways," Journal of International Business Policy, Palgrave Macmillan, vol. 8(2), pages 137-154, June.
  74. 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.
  75. 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.
  76. 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).
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  78. Paul Hofmarcher & Jan V'avra & Sourav Adhikari & Bettina Grun, 2022. "Revisiting Group Differences in High-Dimensional Choices: Method and Application to Congressional Speech," Papers 2206.10877, arXiv.org, revised Jan 2025.
  79. Gropp, Reint & Radev, Deyan, 2017. "Social centralization, bank integration and the transmission of lending shocks," SAFE Working Paper Series 174, Leibniz Institute for Financial Research SAFE.
  80. Catherine E. De Vries & Gary Marks, 2012. "The struggle over dimensionality: A note on theory and empirics," European Union Politics, , vol. 13(2), pages 185-193, June.
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  83. Rebecca Cordell & Kristian Skrede Gleditsch & Florian G Kern & Laura Saavedra-Lux, 2020. "Measuring institutional variation across American Indian constitutions using automated content analysis," Journal of Peace Research, Peace Research Institute Oslo, vol. 57(6), pages 777-788, November.
  84. Yu, Feifei & Wang, Liting & Li, Xiaotong, 2020. "The effects of government subsidies on new energy vehicle enterprises: The moderating role of intelligent transformation," Energy Policy, Elsevier, vol. 141(C).
  85. 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.
  86. 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.
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  127. 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.
  128. 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).
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