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Text Algorithms in Economics

Citations

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Cited by:

  1. is not listed on IDEAS
  2. Mahyar Habibi & Dirk Hovy & Carlo Rasmus Schwarz, 2026. "The Content Moderator's Dilemma: Removal of Toxic Content and Distortions to Online Discourse," CESifo Working Paper Series 12521, CESifo.
  3. Cormun, Vito & Ristolainen, Kim, 2026. "Exchange rate narratives," Journal of International Money and Finance, Elsevier, vol. 167(C).
  4. Läpple, Doris & Thoyer, Sophie & Van den Broeck, Goedele & Lécole, Pauline & Sok, Jaap & de Mey, Yann, 2026. "Farmers’ Voices in European Protests: Diverse Complaints, Emotional Tones, and Policy Responses," Food Policy, Elsevier, vol. 138(C).
  5. Storm, Eduard & Gonschor, Myrielle & Schmidt, Marc Justin, 2025. "AI in demand: How expertise shapes its (early) impact on workers," Ruhr Economic Papers 1185, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  6. Paul E. Soto, 2025. "Research in Commotion: Measuring AI Research and Development through Conference Call Transcripts," Finance and Economics Discussion Series 2025-011, Board of Governors of the Federal Reserve System (U.S.).
  7. Maria Saveria Mavillonio, 2024. "Natural Language Processing Techniques for Long Financial Document," Discussion Papers 2024/317, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  8. Crina Pungulescu, 2026. "An Illustration of Semantic Fingerprinting: What’s in a Word (of the Year)?," Journal of Happiness Studies, Springer, vol. 27(3), pages 1-18, March.
  9. Barilari, Francesco & Mastrorocco, Nicola & Paradisi, Matteo, 2025. "Population aging, voting, and political agendas," European Journal of Political Economy, Elsevier, vol. 90(PB).
  10. Firmin Ayivodji & Etienne Briand & Kevin Moran & Dalibor Stevanovic, 2026. "Monetary Policy in the Media Spotlight: Sentiments, Signals, and Economic Impact," Papers 2605.15092, arXiv.org.
  11. Rony, Sidharth, 2026. "LLM Meets Job Advertisements: Unmasking Skill Premia in the UK," MERIT Working Papers 010, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  12. Luca Macedoni & Ariel Weinberger, 2026. "Lobbying for Regulations: When Big Business Says Yes," CESifo Working Paper Series 12536, CESifo.
  13. Franz Ulrich Ruch & Temel Taskin, 2024. "Global Demand and Supply Sentiment: Evidence From Earnings Calls," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 314-334, April.
  14. Bauer, Michael & Huber, Daniel & Offner, Eric & Renkel, Marlene & Wilms, Ole, 2024. "Corporate Green Pledges," CEPR Discussion Papers 19788, Centre for Economic Policy Research.
  15. Brito Gonzalez, Fernando & Onel, Gulcan & Gars, Jared & Mullally, Conner, 2026. "Evolving Skill Demands in Temporary Agricultural Work: Text Analysis of H-2A Job Orders," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404608, Agricultural and Applied Economics Association.
  16. Tiancheng Wang & Krishna Sharma, 2026. "AI Assisted Economics Measurement From Survey: Evidence from Public Employee Pension Choice," Papers 2602.02604, arXiv.org.
  17. Bernd Hayo & Johannes Zahner, 2025. "Fiscal Talks: Parliamentary Debates and Government Expenditure," MAGKS Papers on Economics 202521, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
  18. Bhasin, Karan & Loungani, Prakash, 2026. "Identifying episodes of fiscal austerity: An LLM-based approach," Journal of Economic Dynamics and Control, Elsevier, vol. 188(C).
  19. Zareh Asatryan & Carlo Birkholz & Friedrich Heinemann, 2025. "Evidence-based policy or beauty contest? An LLM-based meta-analysis of EU cohesion policy evaluations," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 32(2), pages 625-655, April.
  20. Nicolás Forteza & Elvira Prades & Marc Roca, 2025. "Analyzing VAT pass-through in Spain using web-scraped supermarket data and machine learning," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 16(1), pages 137-189, March.
  21. Aarushi Kalra, 2025. "Hate in the Time of Algorithms: Evidence on Online Behavior from a Large-Scale Experiment," Papers 2503.06244, arXiv.org.
  22. Kim Ristolainen, 2026. "Quantifying Minsky Cycles," Discussion Papers 173, Aboa Centre for Economics.
  23. Benner, Niklas & Heuer, Felix & Kamb, Rebecca & Storm, Eduard, 2025. "Do economic crises reshape the skill content of Jobs? Evidence from organizational changes in the post-pandemic era," Ruhr Economic Papers 1195, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  24. Cho, Rachel & Görtz, Christoph & McGowan, Danny & Schröder, Max, 2025. "Defining Current and Expected Financial Constraints using AI: Reinterpreting the Cash Flow Sensitivity of Cash," Discussion Papers escoe-dp-2025-11, Economic Statistics Centre of Excellence.
  25. Kris Boudt & Yanick Inghels & André Spithoven, 2025. "Mapping Economic Growth and Employment in EU-Funded Research Projects: Trac(k)ing the SDG 8 Trajectory," De Economist, Springer, vol. 173(1), pages 245-275, March.
  26. Ling, Long & Hu, Lu & Li, Shaoqiu & Zhao, Xing & Ye, Xixi, 2025. "How does open public data affect enterprise green transformation?," Socio-Economic Planning Sciences, Elsevier, vol. 102(C).
  27. Teutloff, Ole & Einsiedler, Johanna & Kässi, Otto & Braesemann, Fabian & Mishkin, Pamela & del Rio-Chanona, R. Maria, 2025. "Winners and losers of generative AI: Early Evidence of Shifts in Freelancer Demand," Journal of Economic Behavior & Organization, Elsevier, vol. 235(C).
  28. Torben S. D. Johansen & Julius Koschnick & Christian Vedel, 2026. "How to deal with machine learning bias in economic history," Papers 2606.28063, arXiv.org.
  29. Filippo Pietrini, 2025. "Linguistic and Methodological Divergences between Journals: an Interdisciplinary Analysis with Computational Linguistics and Topic Modeling," Working Papers - Economics wp2025_07.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
  30. Sara Casella & Jesús Fernández-Villaverde & Stephen Hansen & Ryohei Oishi & Minchul Shin, 2026. "Structural Estimation with Unstructured Data," NBER Working Papers 35487, National Bureau of Economic Research, Inc.
  31. Guo, Peng & Jiang, Fuwei & Li, Mengru & Liu, Yumin, 2024. "Managerial macroeconomic perception and systemic risk in China," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
  32. Slonimczyk, Fabian, 2025. "This Candidate is [MASK]. Prompt-based Sentiment Extraction and Reference Letters," MPRA Paper 126675, University Library of Munich, Germany.
  33. Léonard Boussioux & Jacqueline N. Lane & Miaomiao Zhang & Vladimir Jacimovic & Karim R. Lakhani, 2024. "The Crowdless Future? Generative AI and Creative Problem-Solving," Organization Science, INFORMS, vol. 35(5), pages 1589-1607, September.
  34. Joshua Foster & Fredrik Odegaard, 2025. "Decoding Consumer Preferences Using Attention-Based Language Models," Papers 2507.17564, arXiv.org.
  35. Habibi, Mahyar & Hovy, Dirk & Schwarz, Carlo, 2026. "The Content Moderator's Dilemma: Removal of Toxic Content and Distortions to Online Discourse," CEPR Discussion Papers 21257, Centre for Economic Policy Research.
  36. Diego Marino-Fages & Agustina Martínez-Pozo, 2026. "Hate in the Tropics: Political Leaders and the Social Acceptability of Online Hate Speech," Working Papers 391, Red Nacional de Investigadores en Economía (RedNIE).
  37. Ulimwengu, John M., 2026. "Large language models as measurement instruments in applied economics: A 10-country public-discourse panel on food and nutrition security in Africa, 2010–2025," IFPRI discussion papers 2427, International Food Policy Research Institute (IFPRI).
  38. Bruttel, Lisa & Eisenkopf, Gerald & Nithammer, Juri, 2025. "Pre-election communication in public good games with endogenous leaders," Economics Letters, Elsevier, vol. 251(C).
  39. Lin, Jietong & Wang, Xin & Xu, Mingzhi, 2024. "Industrial policy persistence and local economic performance: The role of subsidy allocation in China," Economic Modelling, Elsevier, vol. 141(C).
  40. Araujo, Douglas & Bokan, Nikola & Comazzi, Fabio & Lenza, Michele, 2024. "Word2Prices: Embedding Central Bank Communications for Inflation Prediction," CEPR Discussion Papers 19784, Centre for Economic Policy Research.
  41. Reyes, Juan, 2026. "The Macroeconomic Effects of AI Uncertainty," Discussion Papers escoe-dp-2026-02, Economic Statistics Centre of Excellence.
  42. Yan, Guan & Li, Fanglin & Liu, Zhidong & Zhou, Lu Jolly, 2025. "Climate risk concern and green premium in the stock market: Evidence from China," Finance Research Letters, Elsevier, vol. 84(C).
  43. Labonne, Paul & Thorsrud, Leif Anders, 2026. "Risky news and credit market sentiment," Journal of Economic Dynamics and Control, Elsevier, vol. 187(C).
  44. Rachel Cho & Christoph Görtz & Danny McGowan & Max Schröder, 2025. "Defining Current and Expected Financial Constraints Using AI: Reinterpreting the Cash Flow Sensitivity of Cash," CESifo Working Paper Series 12054, CESifo.
  45. Bruttel, Lisa & Nithammer, Juri, 2025. "Opinion Piece: How to pre-register experimental studies that involve machine learning for text data analysis," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 118(C).
  46. Lorenz Gschwent & Björn Hammarfelt & Martin Karlsson & Mathias Kifmann, 2026. "The Rise of Health Economics: Transforming the Landscape of Economic Research," Health Economics, John Wiley & Sons, Ltd., vol. 35(1), pages 52-68, January.
  47. Ina Ganguli & Jeffrey Lin & Vitaly Meursault & Nicholas Reynolds, 2026. "Spreading Out Across Expanding Idea Space," Working Papers 26-39, Federal Reserve Bank of Philadelphia.
  48. Alexa Kaminski & Alistair Macaulay & Wenting Song, 2026. "Monetary Policy Narratives and the Transmission of Monetary Policy," School of Economics Discussion Papers 0126, School of Economics, University of Surrey.
  49. Pablo Ottonello & Wenting Song & Sebastian Sotelo, 2024. "An Anatomy of Firms’ Political Speech," NBER Working Papers 32923, National Bureau of Economic Research, Inc.
  50. Ilyana Kuziemko & Nicolas Longuet-Marx & Suresh Naidu, 2024. "“Compensate the Losers?†Economic Policy and Partisan Realignment in the US," Working Papers 321, Princeton University, Department of Economics, Center for Economic Policy Studies..
  51. Francesco Bilotta & Alberto Binetti & Giacomo Manferdini, 2025. "Blameocracy: Causal Rhetoric in Politics," Papers 2504.06550, arXiv.org, revised Oct 2026.
  52. Ashwin, Julian, 2024. "Financial news media and volatility: Is there more to newspapers than news?," Journal of Financial Markets, Elsevier, vol. 69(C).
  53. Yisong Wang & Xuezheng Qin, 2026. "The impact of health literacy on healthcare spending: theory and evidence from China," International Journal of Health Economics and Management, Springer, vol. 26(1), pages 1-39, March.
  54. Arold, Benjamin W. & Ash, Elliott & MacLeod, Bentley & Naidu, Suresh, 2025. "Worker Rights in Collective Bargaining," CEPR Discussion Papers 20081, Centre for Economic Policy Research.
  55. Hana Jomni & Nikita Zakharov, 2024. "Do Terrorist Attacks Polarize Politicians? Evidence from the European Parliamentary Speeches on Migration," Discussion Paper Series 50 JEL Classification: D7, Department of International Economic Policy, University of Freiburg, revised Nov 2024.
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