Does generative AI narrow education-based productivity gaps? Evidence from a randomized experiment
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- Cruces, Guillermo & Fernandez Meijide, Diego & Galiani, Sebastian & Galvez, Ramiro & Lombardi, MarÃa, 2026. "Does Generative AI Narrow Education-Based Productivity Gaps? Evidence from a Randomized Experiment," CEPR Discussion Papers 21299, Centre for Economic Policy Research.
- Guillermo Cruces & Diego Fernandez Meijide & Sebastian Galiani & Ramiro H. Gálvez & María Lombardi, 2026. "Does Generative AI Narrow Education-Based Productivity Gaps? Evidence from a Randomized Experiment," NBER Working Papers 34851, National Bureau of Economic Research, Inc.
- Guillermo Cruces & Diego Fernández Meijide & Sebastian Galiani & Ramiro H. Gálvez & María Lombardi, 2026. "Does generative AI narrow education-based productivity gaps? Evidence from a randomized experiment," School of Government Working Papers wp_gob_2026_03, Universidad Torcuato Di Tella.
References listed on IDEAS
- Anderson, Michael L., 2008.
"Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects,"
Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
- Anderson, Michael L, 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt15n8j26f, Department of Agricultural & Resource Economics, UC Berkeley.
- Seth Gordon Benzell & Kyle R. Myers, 2026. "Automation Experiments and Inequality," NBER Working Papers 34668, National Bureau of Economic Research, Inc.
- David Autor, 2024. "Applying AI to Rebuild Middle Class Jobs," NBER Working Papers 32140, National Bureau of Economic Research, Inc.
- Stefanie Stantcheva, 2023. "How to Run Surveys: A Guide to Creating Your Own Identifying Variation and Revealing the Invisible," Annual Review of Economics, Annual Reviews, vol. 15(1), pages 205-234, September.
- Sebastian Calónico & Sebastian Galiani, 2025. "Beyond Bonferroni: Multiple Testing in Empirical Research," NBER Working Papers 34050, National Bureau of Economic Research, Inc.
- Zenan Chen & Jason Chan, 2024. "Large Language Model in Creative Work: The Role of Collaboration Modality and User Expertise," Management Science, INFORMS, vol. 70(12), pages 9101-9117, December.
- Omar Al‐Ubaydli & John A. List & Dana Suskind, 2020. "2017 Klein Lecture: The Science Of Using Science: Toward An Understanding Of The Threats To Scalability," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(4), pages 1387-1409, November.
- David Almog, 2025. "Barriers to AI Adoption: Image Concerns at Work," Papers 2511.18582, arXiv.org.
- Sebastian Calonico & Sebastian Galiani, 2025. "Beyond Bonferroni: Hierarchical Multiple Testing in Empirical Research," Papers 2507.19610, arXiv.org.
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Cited by:
- Zanna Iscenko & Scott Strand & Yiyuan Chen & Guillaume Aimard & Mihai Codreanu & Vivek Sampathkumar & Alex Imas & Julian Jacobs & Evalyne Muiruri & Juan Mateos-Garcia & Jia Jen Ng & Samirah Javed & Jo, 2026. "Google's AI & Economy ATLAS v1.0: Mapping Gemini Usage in the Economy," Papers 2608.00038, arXiv.org.
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More about this item
JEL classification:
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EDU-2026-09-07 (Education)
- NEP-EFF-2026-09-07 (Efficiency and Productivity)
- NEP-EXP-2026-09-07 (Experimental Economics)
- NEP-LAM-2026-09-07 (Central and South America)
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