Generative AI for Economic Research: Use Cases and Implications for Economists
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Abstract
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DOI: 10.1257/jel.20231736
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Cited by:
- Albanesi, Stefania & Da Silva, António Dias & Jimeno, Juan F. & Lamo, Ana & Wabitsch, Alena, 2023.
"New technologies and jobs in Europe,"
Working Paper Series
2831, European Central Bank.
- Albanesi, Stefania & Silva, António Dias da & Jimeno, Juan F. & Lamo, Ana & Wabitsch, Alena, 2023. "New Technologies and Jobs in Europe," IZA Discussion Papers 16227, Institute of Labor Economics (IZA).
- Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2023. "New Technologies and Jobs in Europe," NBER Working Papers 31357, National Bureau of Economic Research, Inc.
- Stefania Albanesi, 2023. "New Technologies and Jobs in Europe," Working Papers 2023-01, University of Miami, Department of Economics.
- Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2024. "New Technologies and Jobs in Europe," Opportunity and Inclusive Growth Institute Working Papers 105, Federal Reserve Bank of Minneapolis.
- Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2023. "New technologies and jobs in Europe," Working Papers 2322, Banco de España.
- Albanesi, Stefania & Dias da Silva, Antonio & Jimeno, Juan Francisco & Lamo, Ana & Wabitsch, Alena, 2023. "New Technologies and Jobs in Europe," CEPR Discussion Papers 18220, C.E.P.R. Discussion Papers.
- Samuel Chang & Andrew Kennedy & Aaron Leonard & John List, 2024.
"12 Best Practices for Leveraging Generative AI in Experimental Research,"
Artefactual Field Experiments
00796, The Field Experiments Website.
- Samuel Chang & Andrew Kennedy & Aaron Leonard & John A. List, 2024. "12 Best Practices for Leveraging Generative AI in Experimental Research," NBER Working Papers 33025, National Bureau of Economic Research, Inc.
- Dong, Mengming Michael & Stratopoulos, Theophanis C. & Wang, Victor Xiaoqi, 2024.
"A scoping review of ChatGPT research in accounting and finance,"
International Journal of Accounting Information Systems, Elsevier, vol. 55(C).
- Mengming Michael Dong & Theophanis C. Stratopoulos & Victor Xiaoqi Wang, 2024. "A Scoping Review of ChatGPT Research in Accounting and Finance," Papers 2412.05731, arXiv.org.
- Byeungchun Kwon & Taejin Park & Fernando Perez-Cruz & Phurichai Rungcharoenkitkul, 2024. "Large language models: a primer for economists," BIS Quarterly Review, Bank for International Settlements, December.
- Shumiao Ouyang & Hayong Yun & Xingjian Zheng, 2024. "How Ethical Should AI Be? How AI Alignment Shapes the Risk Preferences of LLMs," Papers 2406.01168, arXiv.org, revised Aug 2024.
- Manish Jha & Jialin Qian & Michael Weber & Baozhong Yang, 2024. "Harnessing Generative AI for Economic Insights," Papers 2410.03897, arXiv.org, revised Feb 2025.
- Marc Burri & Daniel Kaufmann & Nima Ostovan, 2024. "AI in economic research: A guide for students and instructors," IRENE Policy Reports 24-03, IRENE Institute of Economic Research.
- Prashant Garg & Thiemo Fetzer, 2025. "Causal Claims in Economics," Papers 2501.06873, arXiv.org.
- Fetzer, Thiemo & Lambert, Peter John & Feld, Bennet & Garg, Prashant, 2024.
"AI-Generated Production Networks: Measurement and Applications to Global Trade,"
CAGE Online Working Paper Series
733, Competitive Advantage in the Global Economy (CAGE).
- Thiemo Fetzer & Peter John Lambert & Bennet Feld & Prashant Garg, 2024. "AI-Generated Production Networks: Measurement and Applications to Global Trade," CESifo Working Paper Series 11497, CESifo.
- Thiemo Fetzer & Peter John Lambert & Bennet Feld & Prashant Garg, 2024. "AI-Generated Production Networks: Measurement and Applications to Global Trade," ECONtribute Discussion Papers Series 346, University of Bonn and University of Cologne, Germany.
- Fetzer, Thiemo & Lambert, Peter John & Feld, Bennet & Garg, Prashant, 2024. "AI-Generated Production Networks : Measurement and Applications to Global Trade," The Warwick Economics Research Paper Series (TWERPS) 1528, University of Warwick, Department of Economics.
- Kim Shin Young & Sang-Gun Lee & Ga Youn Hong, 2024. "User satisfaction with the service quality of ChatGPT," Service Business, Springer;Pan-Pacific Business Association, vol. 18(3), pages 417-431, December.
- Wagner Marco, 2024. "Künstliche Intelligenz: ChatGPT bei EZB-Prognosen," Wirtschaftsdienst, Sciendo, vol. 104(9), pages 592-592.
- Cova, Joshua & Schmitz, Luuk, 2024. "A primer for the use of classifier and generative large language models in social science research," OSF Preprints r3qng, Center for Open Science.
- Buchanan, Joy & Hickman, William, 2024. "Do people trust humans more than ChatGPT?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 112(C).
- Michael Bauer & Daniel Huber & Eric Offner & Marlene Renkel & Ole Wilms & Michael D. Bauer, 2024.
"Corporate Green Pledges,"
CESifo Working Paper Series
11507, CESifo.
- Michael D. Bauer & Daniel Huber & Eric Offner & Marlene Renkel & Ole Wilms, 2024. "Corporate Green Pledges," Working Paper Series 2024-36, Federal Reserve Bank of San Francisco.
- Bauer, Michael & Huber, Daniel & Offner, Eric & Renkel, Marlene & Wilms, Ole, 2024. "Corporate green pledges," IMFS Working Paper Series 214, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
- Vikram Krishnaveti & Saannidhya Rawat, 2024. "GPT takes the SAT: Tracing changes in Test Difficulty and Math Performance of Students," Papers 2409.10750, arXiv.org.
- Julian Junyan Wang & Victor Xiaoqi Wang, 2024. "Leveraging Large Language Models to Democratize Access to Costly Financial Datasets for Academic Research," Papers 2412.02065, arXiv.org.
- Rosa-García, Alfonso, 2024. "Student Reactions to AI-Replicant Professor in an Econ101 Teaching Video," MPRA Paper 120135, University Library of Munich, Germany.
- Heikkilä, Jussi T. S., 2024. "Human intelligence versus artificial intelligence in classifying economics research articles: exploratory evidence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 81(7), pages 18-30.
- Andrew Leigh, 2024. "Using artificial intelligence for economic research: An agricultural odyssey," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 68(3), pages 521-529, July.
- Asatryan, Zareh & Birkholz, Carlo & Heinemann, Friedrich, 2024. "Evidence-based policy or beauty contest? An LLM-based meta-analysis of EU cohesion policy evaluations," ZEW Discussion Papers 24-037, ZEW - Leibniz Centre for European Economic Research.
- Mourelatos, Evangelos & Zervas, Panagiotis & Lagios, Dimitris & Tzimas, Giannis, 2024. "Can AI Bridge the Gender Gap in Competitiveness?," GLO Discussion Paper Series 1404, Global Labor Organization (GLO).
- 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.
More about this item
JEL classification:
- A11 - General Economics and Teaching - - General Economics - - - Role of Economics; Role of Economists
- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
- D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
- I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
- O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
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