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Measuring Group Differences in High‐Dimensional Choices: Method and Application to Congressional Speech

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Cited by:

  1. Charles Angelucci & Julia Cagé & Michael Sinkinson, 2024. "Media Competition and News Diets," American Economic Journal: Microeconomics, American Economic Association, vol. 16(2), pages 62-102, May.
  2. Oscar Calvo-Gonz'alez & Axel Eizmendi & Germ'an Reyes, 2022. "The Shifting Attention of Political Leaders: Evidence from Two Centuries of Presidential Speeches," Papers 2209.00540, arXiv.org, revised Jun 2023.
  3. Sarah Schneider-Strawczynski & Jérôme Valette, 2025. "Media Coverage of Immigration and the Polarization of Attitudes," American Economic Journal: Applied Economics, American Economic Association, vol. 17(1), pages 337-368, January.
  4. Joel L. Horowitz & Ahnaf Rafi, 2023. "Bootstrap based asymptotic refinements for high-dimensional nonlinear models," CeMMAP working papers 06/23, Institute for Fiscal Studies.
  5. Julia Cagé & Caroline Le Pennec & Elisa Mougin, 2021. "Corporate Donations and Political Rhetoric: Evidence from a National Ban," Working Papers hal-03877943, HAL.
  6. Francesca Maria Calamunci & Federico Fabio Frattini, 2023. "When Crime Tears Communities Apart: Social Capital and Organised Crime," Working Papers 2023.08, Fondazione Eni Enrico Mattei.
  7. Niklas Potrafke, 2018. "Government ideology and economic policy-making in the United States—a survey," Public Choice, Springer, vol. 174(1), pages 145-207, January.
  8. repec:osf:socarx:qhs6j_v1 is not listed on IDEAS
  9. Michael Kurschilgen, 2023. "Moral awareness polarizes people’s fairness judgments," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 61(2), pages 339-364, August.
  10. Lockwood, Ben & Le, Minh & Rockey, James, 2024. "Dynamic electoral competition with voter loss-aversion and imperfect recall," Journal of Public Economics, Elsevier, vol. 232(C).
  11. Gómez-Cram, Roberto & Grotteria, Marco, 2022. "Real-time price discovery via verbal communication: Method and application to Fedspeak," Journal of Financial Economics, Elsevier, vol. 143(3), pages 993-1025.
  12. Jerch, Rhiannon & Kahn, Matthew E. & Li, Shanjun, 2017. "The efficiency of local government: The role of privatization and public sector unions," Journal of Public Economics, Elsevier, vol. 154(C), pages 95-121.
  13. Laura Battaglia & Timothy Christensen & Stephen Hansen & Szymon Sacher, 2024. "Inference for Regression with Variables Generated from Unstructured Data," CESifo Working Paper Series 11119, CESifo.
  14. Laura Battaglia & Timothy Christensen & Stephen Hansen & Szymon Sacher, 2024. "Inference for Regression with Variables Generated by AI or Machine Learning," Papers 2402.15585, arXiv.org, revised Apr 2025.
  15. Matilde Bombardini & Bingjing Li & Francesco Trebbi, 2023. "Did US Politicians Expect the China Shock?," American Economic Review, American Economic Association, vol. 113(1), pages 174-209, January.
  16. Prado, Melissa & Evans, Richard B. & Zambrana, Rafael, 2020. "Identity, Diversity, and Team Performance: Evidence from U.S. Mutual Funds," CEPR Discussion Papers 14305, C.E.P.R. Discussion Papers.
  17. David Autor & David Dorn & Gordon Hanson & Kaveh Majlesi, 2020. "Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure," American Economic Review, American Economic Association, vol. 110(10), pages 3139-3183, October.
  18. Dodge Cahan & Niklas Potrafke, 2021. "The Democrat-Republican presidential growth gap and the partisan balance of the state governments," Public Choice, Springer, vol. 189(3), pages 577-601, December.
  19. Aguirregabiria, Victor & Clark, Robert & Wang, Hui, 2019. "The Geographic Flow of Bank Funding and Access to Credit: Branch Networks, Local Synergies, and Competition," CEPR Discussion Papers 13741, C.E.P.R. Discussion Papers.
  20. Bryan T. Kelly & Asaf Manela & Alan Moreira, 2019. "Text Selection," NBER Working Papers 26517, National Bureau of Economic Research, Inc.
  21. Samuel Bazzi & Martin Fiszbein & Mesay Gebresilasse, 2020. "Frontier Culture: The Roots and Persistence of “Rugged Individualism” in the United States," Econometrica, Econometric Society, vol. 88(6), pages 2329-2368, November.
  22. Alessandro Iaria, & Wang, Ao, 2021. "An Empirical Model of Quantity Discounts with Large Choice Sets," The Warwick Economics Research Paper Series (TWERPS) 1378, University of Warwick, Department of Economics.
  23. Bose, Neha, 2020. "Attitude towards Immigrants: Evidence from U.S. Congressional Speeches," CAGE Online Working Paper Series 464, Competitive Advantage in the Global Economy (CAGE).
  24. Bose, Neha, 2020. "Attitude towards Immigrants: Evidence from U.S. Congressional Speeches," The Warwick Economics Research Paper Series (TWERPS) 1259, University of Warwick, Department of Economics.
  25. Andres Karjus & Christine Cuskley, 2024. "Evolving linguistic divergence on polarizing social media," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
  26. Robert J. Shiller, 2017. "Narrative Economics," American Economic Review, American Economic Association, vol. 107(4), pages 967-1004, April.
  27. Elliott Ash & Daniel L. Chen & Sergio Galletta, 2022. "Measuring Judicial Sentiment: Methods and Application to US Circuit Courts," Economica, London School of Economics and Political Science, vol. 89(354), pages 362-376, April.
  28. Renáta Németh, 2023. "A scoping review on the use of natural language processing in research on political polarization: trends and research prospects," Journal of Computational Social Science, Springer, vol. 6(1), pages 289-313, April.
  29. Berman, Nicolas & Brey, Björn & Laurent-Lucchetti, Jeremy, 2023. "Panic Politics in the US West Coast," CEPR Discussion Papers 17874, C.E.P.R. Discussion Papers.
  30. Ash, Elliott & Gauthier, Germain & Widmer, Philine, 2024. "Relatio: Text Semantics Capture Political and Economic Narratives," Political Analysis, Cambridge University Press, vol. 32(1), pages 115-132, January.
  31. 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.
  32. Carolina Arteaga & Victoria Barone, 2023. "Democracy and The Opioid Epidemic," Working Papers tecipa-765, University of Toronto, Department of Economics.
  33. Morales, Juan S., 2021. "Legislating during war: Conflict and politics in Colombia," Journal of Public Economics, Elsevier, vol. 193(C).
  34. Mohammad Mosaffa & Omid Rafieian & Hema Yoganarasimhan, 2025. "Visual Polarization Measurement Using Counterfactual Image Generation," Papers 2503.10738, arXiv.org.
  35. Sreevidya Ayyar & Uta Bolt & Eric French & Cormac O'Dea, 2024. "Imagine your life at 25: Gender conformity and later-life outcomes," IFS Working Papers W24/32, Institute for Fiscal Studies.
  36. Das Chaudhury, Ratul & Leister, C. Matthew & Rai, Birendra, 2023. "Influencing a polarized and connected legislature," Games and Economic Behavior, Elsevier, vol. 142(C), pages 833-850.
  37. Parmigiani, Alberto, 2025. "Campaign contributions and legislative behavior: evidence from U.S. congress," LSE Research Online Documents on Economics 127295, London School of Economics and Political Science, LSE Library.
  38. Miriam Venturini, 2023. "The Imperfect Union: Labor Racketeering, Corruption Exposure, and Its Consequences," Working Papers 202407, University of California at Riverside, Department of Economics.
  39. Verónica Escudero & Hannah Liepmann & Ana Podjanin, 2024. "Using Online Vacancy and Job Applicants' Data to Study Skills Dynamics," Research in Labor Economics, in: Big Data Applications in Labor Economics, Part B, volume 52, pages 35-99, Emerald Group Publishing Limited.
  40. Niklas Potrafke, 2017. "Government Ideology and Economic Policy-Making in the United States," CESifo Working Paper Series 6444, CESifo.
  41. Hansen, Stephen & Davis, Steven & Seminario-Amez, Cristhian, 2020. "Firm-level Risk Exposures and Stock Returns in the Wake of COVID-19," CEPR Discussion Papers 15314, C.E.P.R. Discussion Papers.
  42. Jeremias Nieminen & Salla Simola & Janne Tukiainen, 2023. "Political representation and the evolution of group differences within parties: Evidence from 110 years of parliamentary speech," Discussion Papers 161, Aboa Centre for Economics.
  43. Ulrich Matter & Roland Hodler & Johannes Ladwig, 2022. "Personalization of Web Search During the 2020 US Elections," Papers 2209.14000, arXiv.org.
  44. Elliott Ash & Sergio Galletta & Tommaso Giommoni, 2025. "A Machine Learning Approach to Analyze and Support Anticorruption Policy," American Economic Journal: Economic Policy, American Economic Association, vol. 17(2), pages 162-193, May.
  45. James N. Druckman & Samara Klar & Yanna Krupnikov & Matthew Levendusky & John Barry Ryan, 2021. "Affective polarization, local contexts and public opinion in America," Nature Human Behaviour, Nature, vol. 5(1), pages 28-38, January.
  46. Junze Sun & Arthur Schram & Randolph Sloof, 2019. "A Theory on Media Bias and Elections," Tinbergen Institute Discussion Papers 19-048/I, Tinbergen Institute.
  47. Engelberg, Joseph E. & Guzman, Jorge & Lu, Runjing & Mullins, William, 2021. "Partisan Entrepreneurship," SocArXiv qhs6j, Center for Open Science.
  48. Matthew Lowe & Donghee Jo, 2021. "Legislature Integration and Bipartisanship: A Natural Experiment in Iceland," CESifo Working Paper Series 9452, CESifo.
  49. Matthew Gentzkow & Bryan T. Kelly & Matt Taddy, 2017. "Text as Data," NBER Working Papers 23276, National Bureau of Economic Research, Inc.
  50. Gorkem Bostanci & Pinar Yildirim & Kinshuk Jerath, 2023. "Negative Advertising and Competitive Positioning," Management Science, INFORMS, vol. 69(4), pages 2361-2382, April.
  51. J Anthony Cookson & Joseph E Engelberg & William Mullins & Hui Chen, 0. "Does Partisanship Shape Investor Beliefs? Evidence from the COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 863-893.
  52. Benjamin Ogden, 2017. "The Imperfect Beliefs Voting Model," Working Papers ECARES ECARES 2017-20, ULB -- Universite Libre de Bruxelles.
  53. Casilda Lasso de la Vega & Oscar Volij, 2024. "The Isolation index," Working Papers 2414, Ben-Gurion University of the Negev, Department of Economics.
  54. Jon H. Fiva & Oda Nedregård & Henning Øien, 2021. "Polarization in Parliamentary Speech," CESifo Working Paper Series 8818, CESifo.
  55. Aprigliano, Valentina & Emiliozzi, Simone & Guaitoli, Gabriele & Luciani, Andrea & Marcucci, Juri & Monteforte, Libero, 2023. "The power of text-based indicators in forecasting Italian economic activity," International Journal of Forecasting, Elsevier, vol. 39(2), pages 791-808.
  56. 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.
  57. Edoardo Cefalà, 2022. "The political consequences of mass repatriation," Discussion Papers 2022-05, University of Nottingham, GEP.
  58. Jeffrey P. Clemens & Parker Rogers, 2020. "Demand Shocks, Procurement Policies, and the Nature of Medical Innovation: Evidence from Wartime Prosthetic Device Patents," CESifo Working Paper Series 8781, CESifo.
  59. Tobias Wekhof & Sébastien Houde, 2023. "Using narratives to infer preferences in understanding the energy efficiency gap," Nature Energy, Nature, vol. 8(9), pages 965-977, September.
  60. Andres Algaba & David Ardia & Keven Bluteau & Samuel Borms & Kris Boudt, 2020. "Econometrics Meets Sentiment: An Overview Of Methodology And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 512-547, July.
  61. Yuan Tian, 2020. "International trade liberalization and domestic institutional reform: Effects of WTO accession on Chinese internal migration policy," Discussion Papers 2020-17, University of Nottingham, GEP.
  62. Trebbi, Francesco & Canen, Nathan & Kendall, Chad, 2020. "Political Parties as Drivers of U.S. Polarization: 1927-2018," CEPR Discussion Papers 15607, C.E.P.R. Discussion Papers.
  63. Jon H. Fiva & Oda Nedregård, 2022. "How Does Party Discipline Affect Legislative Behavior? Evidence from Within-Session Variation in Lame Duck Status," CESifo Working Paper Series 9697, CESifo.
  64. repec:osf:socarx:rwhse_v1 is not listed on IDEAS
  65. James N. Druckman & Donald P. Green & Shanto Iyengar, 2023. "Does Affective Polarization Contribute to Democratic Backsliding in America?," The ANNALS of the American Academy of Political and Social Science, , vol. 708(1), pages 137-163, July.
  66. Gloria Gennaro & Elliott Ash, 2022. "Emotion and Reason in Political Language," The Economic Journal, Royal Economic Society, vol. 132(643), pages 1037-1059.
  67. Giampaolo Bonomi, 2024. "Divide and Diverge: Polarization Incentives," Papers 2405.20564, arXiv.org, revised Mar 2025.
  68. Lippmann, Quentin, 2022. "Gender and lawmaking in times of quotas," Journal of Public Economics, Elsevier, vol. 207(C).
  69. Lundberg, Ian & Brand, Jennie E. & Jeon, Nanum, 2022. "Researcher reasoning meets computational capacity: Machine learning for social science," SocArXiv s5zc8, Center for Open Science.
  70. Sukjin Han & Kyungho Lee, 2025. "Copyright and Competition: Estimating Supply and Demand with Unstructured Data," Papers 2501.16120, arXiv.org.
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