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Technology and Big Data Are Changing Economics: Mining Text to Track Methods

Citations

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Cited by:

  1. Anton-Tejon, Marcos & Barge-Gil, Andrés & Albahari, Alberto, 2024. "Medium-term regional effect of Science and Technology Parks: a staggered difference-in-difference approach," MPRA Paper 122467, University Library of Munich, Germany.
  2. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
  3. Lepinteur, Anthony & Nistico, Roberto, 2025. "‘Based on Admin Data!’: How Administrative Data Fosters Young Economists’ Career," IZA Discussion Papers 17906, IZA Network @ LISER.
  4. Christina Korting & Carl Lieberman & Jordan Matsudaira & Zhuan Pei & Yi Shen, 2023. "Visual Inference and Graphical Representation in Regression Discontinuity Designs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(3), pages 1977-2019.
  5. Garg, Prashant & Fetzer, Thiemo, 2024. "Causal Claims in Economics," I4R Discussion Paper Series 183, The Institute for Replication (I4R).
  6. Guerrero-Escobar, Santiago & Hernández-del-Valle, Gerardo & Hernández-Vega, Marco, 2025. "The stock market effects of committing and setting GHG targets: evidence from the science-based targets initiative," Global Finance Journal, Elsevier, vol. 67(C).
  7. Apoorva Lal, 2025. "When can we get away with using the two-way fixed effects regression?," Papers 2503.05125, arXiv.org.
  8. Peter Andre & Armin Falk, 2021. "What’s Worth Knowing? Economists’ Opinions about Economics," ECONtribute Discussion Papers Series 102, University of Bonn and University of Cologne, Germany.
  9. repec:osf:osfxxx:u4vgs_v1 is not listed on IDEAS
  10. Konstantinos Metaxoglou, 2021. "Canadian Journal of Economics: A historic overview," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(3), pages 1418-1453, November.
  11. Deniz Dutz & Ingrid Huitfeldt & Santiago Lacouture & Magne Mogstad & Alexander Torgovitsky & Winnie van Dijk, 2021. "Selection in Surveys," NBER Working Papers 29549, National Bureau of Economic Research, Inc.
    • Deniz Dutz & Ingrid Huitfeldt & Santiago Lacouture & Magne Mogstad & Alexander Torgovitsky & Winnie van Dijk, 2021. "Selection in Surveys," Discussion Papers 971, Statistics Norway, Research Department.
  12. Guido Imbens & Yiqing Xu, 2024. "Comparing Experimental and Nonexperimental Methods: What Lessons Have We Learned Four Decades After LaLonde (1986)?," Papers 2406.00827, arXiv.org, revised May 2025.
  13. István Boza & Rita Pető, 2025. "The Rise of Linked Employer-Employee Panel Data: Where Are We Now?," KRTK-KTI WORKING PAPERS 2502, Institute of Economics, Centre for Economic and Regional Studies.
  14. Blake H. Heller & Carly D. Robinson, 2025. "Integrating Open Science Principles into Quasi-Experimental Social Science Research," Social Sciences, MDPI, vol. 14(8), pages 1-26, August.
  15. Jordan C. Stanley & Evan S. Totty, 2026. "Synthetic Data and Social Science Research: Accuracy Assessments and Practical Considerations from the SIPP Synthetic Beta," NBER Chapters, in: Data Privacy Protection and the Conduct of Applied Research: Methods, Approaches and New Findings, National Bureau of Economic Research, Inc.
  16. Jill Caviglia‐Harris, 2023. "Opening the gates: The increasing impact of papers beyond the top five and other changes in economic publishing," Southern Economic Journal, John Wiley & Sons, vol. 90(2), pages 474-496, October.
  17. Diane Coyle & Adam Muhtar, 2022. "You’re not speaking my language - policy discontinuity and coordination gaps between the UK’s national economic strategies and its place-based policies," Working Papers 019, The Productivity Institute.
  18. Florian Englmaier & Jose E. Galdon-Sanchez & Ricard Gil & Michael Kaiser & Helene Strandt, 2025. "Management Practices and Firm Performance During the Great Recession," Rationality and Competition Discussion Paper Series 548, CRC TRR 190 Rationality and Competition.
  19. Massenz, Gabriella, 2023. "On the behavioral effects of tax policy," Other publications TiSEM eb44a9f7-b859-480d-b2e4-4, Tilburg University, School of Economics and Management.
  20. Christoph Kronenberg, 2021. "A New Measure of 19th Century US Suicides," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(2), pages 803-815, September.
  21. Jiafeng Chen, 2023. "Synthetic Control as Online Linear Regression," Econometrica, Econometric Society, vol. 91(2), pages 465-491, March.
  22. James Alm, 2021. "Tax evasion, technology, and inequality," Economics of Governance, Springer, vol. 22(4), pages 321-343, December.
  23. Andrew Baker & Brantly Callaway & Scott Cunningham & Andrew Goodman-Bacon & Pedro H. C. Sant'Anna, 2026. "Difference-in-Differences Designs: A Practitioner's Guide," Journal of Economic Literature, American Economic Association, vol. 64(2), pages 498-557, June.
  24. Peter Hull & Michal Kolesár & Christopher Walters, 2022. "Labor by design: contributions of David Card, Joshua Angrist, and Guido Imbens," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 603-645, July.
  25. Dmitry Arkhangelsky & David Hirshberg, 2023. "Large-Sample Properties of the Synthetic Control Method under Selection on Unobservables," Papers 2311.13575, arXiv.org, revised Dec 2023.
  26. Antonio Rodríguez Andrés & Voxi Heinrich S. Amavilah & Abraham Otero, 2021. "Evaluation of technology clubs by clustering: a cautionary note," Applied Economics, Taylor & Francis Journals, vol. 53(52), pages 5989-6001, November.
  27. Sabia, Joseph J. & Dave, Dhaval & Alotaibi, Fawaz & Rees, Daniel I., 2024. "The effects of recreational marijuana laws on drug use and crime," Journal of Public Economics, Elsevier, vol. 234(C).
  28. Jeffrey Clemens & Michael R. Strain, 2021. "The Heterogeneous Effects of Large and Small Minimum Wage Changes: Evidence over the Short and Medium Run Using a Pre-Analysis Plan," NBER Working Papers 29264, National Bureau of Economic Research, Inc.
  29. Massimo Ferrari Minesso & Frederik Kurcz & Maria Sole Pagliari, 2022. "Do words hurt more than actions? The impact of trade tensions on financial markets," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(6), pages 1138-1159, September.
  30. Chongyuan Li & Mengmeng Yang, 2022. "[Retracted] Text Knowledge Acquisition Method of Collaborative Product Design Based on Genetic Algorithm," Journal of Mathematics, John Wiley & Sons, vol. 2022(1).
  31. Laura Argys & Thomas Mroz & M. Melinda Pitts, 2023. "Modeling Event Studies with Heterogeneous Treatment Effects," FRB Atlanta Working Paper 2023-11, Federal Reserve Bank of Atlanta.
  32. Enghin Atalay, 2026. "Words of Economics," Economic Insights, Federal Reserve Bank of Philadelphia, pages 1-16, May.
  33. Benjamin F. Jones, 2021. "The Rise of Research Teams: Benefits and Costs in Economics," Journal of Economic Perspectives, American Economic Association, vol. 35(2), pages 191-216, Spring.
  34. Mark Kattenberg & Bas Scheer & Jurre Thiel, 2023. "Causal forests with fixed effects for treatment effect heterogeneity in difference-in-differences," CPB Discussion Paper 452, CPB Netherlands Bureau for Economic Policy Analysis.
  35. Ye, Anping & Hu, Yu-Jie & Tang, Bao-Jun & Wang, Ting & Tao, Yao, 2026. "Optimizing economy-energy-environment (3Es) policy mixes for decarbonization: Synergies, trade-offs, and regional implementation in China," Energy Policy, Elsevier, vol. 212(C).
  36. Xupei Wang & Liang Zhao, 2025. "ESG growth catalyst: China’s Central Bank collateral framework expansion," PLOS ONE, Public Library of Science, vol. 20(5), pages 1-26, May.
  37. Ballestar, María Teresa & García-Lazaro, Aida & Sainz, Jorge & Sanz, Ismael, 2022. "Why is your company not robotic? The technology and human capital needed by firms to become robotic," Journal of Business Research, Elsevier, vol. 142(C), pages 328-343.
  38. Hutchins, Jared & Van Leuven, Andrew J., 2025. "Data Visualization in Applied Economics Instruction and Outreach," Applied Economics Teaching Resources (AETR), Agricultural and Applied Economics Association, vol. 7(5), October.
  39. Yukun Ma & Pedro H. C. Sant'Anna & Yuya Sasaki & Takuya Ura, 2023. "Doubly Robust Estimators with Weak Overlap," Papers 2304.08974, arXiv.org, revised Apr 2026.
  40. Dmitry Arkhangelsky & Aleksei Samkov, 2024. "Sequential Synthetic Difference in Differences," Papers 2404.00164, arXiv.org, revised Jun 2025.
  41. Albers, Thilo N.H. & Kappner, Kalle, 2023. "Perks and pitfalls of city directories as a micro-geographic data source," Explorations in Economic History, Elsevier, vol. 87(C).
  42. Jeffrey Clemens & Drew McNichols & Joseph J. Sabia, 2020. "The Long-Run Effects of the Affordable Care Act: A Pre-Committed Research Design Over the COVID-19 Recession and Recovery," NBER Working Papers 27999, National Bureau of Economic Research, Inc.
  43. Dmitry Arkhangelsky & Guido W. Imbens & Lihua Lei & Xiaoman Luo, 2021. "Design-Robust Two-Way-Fixed-Effects Regression For Panel Data," Papers 2107.13737, arXiv.org, revised Mar 2024.
  44. Albers, Thilo N. H. & Kappner, Kalle, 2022. "Perks and Pitfalls of City Directories as a Micro-Geographic Data Source," Rationality and Competition Discussion Paper Series 315, CRC TRR 190 Rationality and Competition.
  45. Nick Huntington‐Klein & Andreu Arenas & Emily Beam & Marco Bertoni & Jeffrey R. Bloem & Pralhad Burli & Naibin Chen & Paul Grieco & Godwin Ekpe & Todd Pugatch & Martin Saavedra & Yaniv Stopnitzky, 2021. "The influence of hidden researcher decisions in applied microeconomics," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 944-960, July.
  46. Deniz Dutz & Ingrid Huitfeldt & Santiago Lacouture & Magne Mogstad & Alexander Torgovitsky & Winnie van Dijk, 2021. "Selection in Surveys: Using Randomized Incentives to Detect and Account for Nonresponse Bias," NBER Working Papers 29549, National Bureau of Economic Research, Inc.
  47. Jiafeng Chen & Daniel L. Chen & Greg Lewis, 2020. "Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models," Papers 2011.06158, arXiv.org, revised Jun 2021.
  48. Jiafeng Chen, 2025. "Reinterpreting demand estimation," Papers 2503.23524, arXiv.org, revised Nov 2025.
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