Does generative AI narrow education-based productivity gaps? Evidence from a randomized experiment
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- 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 Galvez & Maria Lombardi, 2026. "Does generative AI narrow education-based productivity gaps? Evidence from a randomized experiment," Papers 2608.04198, arXiv.org.
- 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.
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.
- 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.
- 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.
- Sebastian Calonico & Sebastian Galiani, 2025. "Beyond Bonferroni: Hierarchical Multiple Testing in Empirical Research," Papers 2507.19610, arXiv.org.
- Seth Gordon Benzell & Kyle R. Myers, 2026. "Automation Experiments and Inequality," NBER Working Papers 34668, National Bureau of Economic Research, Inc.
- David Almog, 2025. "Barriers to AI Adoption: Image Concerns at Work," Papers 2511.18582, arXiv.org.
- 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.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Hanna Brosch & Christina Langer & Philipp Lergetporer & Sandra Mueller & Harald Pfeifer & Nele Tschoepe, 2026. "Task Expansion with Generative AI: Experimental Evidence on Middle-Skilled, Early-Career Workers," CESifo Working Paper Series 13045, CESifo.
- 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.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Louis-Pierre Lepage & Heather Sarsons & Michael Thaler, 2026.
"Bad News and Policy Views: Expectations, Disappointment, and Opposition to Affirmative Action,"
RFBerlin Discussion Paper Series
26109, ROCKWOOL Foundation Berlin (RFBerlin).
- Louis-Pierre Lepage & Heather Sarsons & Michael Thaler, 2026. "Bad News and Policy Views: Expectations, Disappointment, and Opposition to Affirmative Action," CESifo Working Paper Series 12593, CESifo.
- Louis-Pierre Lepage & Heather Sarsons & Michael Thaler, 2026. "Bad News and Policy Views: Expectations, Disappointment, and Opposition to Affirmative Action," NBER Working Papers 35045, National Bureau of Economic Research, Inc.
- Lepage, Louis-Pierre & Sarsons, Heather & Thaler, Michael, 2026. "Bad News and Policy Views: Expectations, Disappointment, and Opposition to Affirmative Action," CEPR Discussion Papers 21358, Centre for Economic Policy Research.
- Cilliers, Jacobus & Habyarimana, James, 2026. "Addressing weak links in government implementation at scale: Experimental evidence from a school governance reform in Tanzania," Journal of Development Economics, Elsevier, vol. 182(C).
- Helena Antonie Baier & Philipp Lergetporer & Thomas Rittmannsberger, 2025. "Firms’ expectations about skill shortages," Small Business Economics, Springer, vol. 65(2), pages 1095-1112, August.
- Costa-Ramon, Ana & Schaede, Ursina & Slotwinski, Michaela & Brenøe, Anne Ardila, 2024.
"(Not) Thinking about the Future: Inattention and Maternal Labor Supply,"
CEPR Discussion Papers
19543, Centre for Economic Policy Research.
- Ana Costa-Ramón & Ursina Schaede & Michaela Slotwinski & Anne Ardila Brenoe, 2024. "(Not) Thinking about the Future: Inattention and Maternal Labor Supply," CESifo Working Paper Series 11359, CESifo.
- Ana Costa-Ramón & Ursina Schaede & Michaela Slotwinski & Anne Ardila Brenøe, 2024. "(Not) thinking about the future: inattention and maternal labor supply," ECON - Working Papers 452, Department of Economics - University of Zurich.
- Herr, Annika & Karimi, Soschia & Wichert, Julian, 2026. "Weather shocks, recall error and health," Journal of Development Economics, Elsevier, vol. 179(C).
- Heller, Sara B., 2022. "When scale and replication work: Learning from summer youth employment experiments," Journal of Public Economics, Elsevier, vol. 209(C).
- Ball, Sheryl & Ge, Suqin & Smith, Alec & Wang, Wei & Zhang, Xiaomeng, 2026. "Youth reeducated: The economic preference impacts of China’s sent-down movement," Journal of Economic Behavior & Organization, Elsevier, vol. 244(C).
- Leng, Alyssa Amanda & Edwards, Ryan Barclay & Wood, Terence, 2025. "Narratives, immigration and immigration policy preferences," SocArXiv c63uq_v1, Center for Open Science.
- John A. List & Haruka Uchida, 2024.
"Here Today, Gone Tomorrow? Toward an Understanding of Fade-out in Early Childhood Education Programs,"
NBER Working Papers
33027, National Bureau of Economic Research, Inc.
- John List & Haruka Uchida, 2024. "Here Today, Gone Tomorrow? Toward an Understanding of Fade-out in Early Childhood Education Programs," Framed Field Experiments 00797, The Field Experiments Website.
- Leonelli, Sinja & Muhn, Maximilian & Rauter, Thomas & Sran, Gurpal S., 2026. "How do consumers use ESG disclosure? Evidence from a randomized field experiment with everyday product purchases," Journal of Accounting and Economics, Elsevier, vol. 81(1).
- Freund, Lukas & Mann, Lukas, 2026. "Job Transformation, Specialization, and the Labor Market Effects of AI," IZA Discussion Papers 18565, IZA Network @ LISER.
- Cantoni, Enrico & Gazzè, Ludovica & Schafer, Jerome, 2021.
"Turnout in concurrent elections: Evidence from two quasi-experiments in Italy,"
European Journal of Political Economy, Elsevier, vol. 70(C).
- Cantoni, Enrico & Gazze, Ludovica & Schafer, Jerome, 2021. "Turnout in Concurrent Elections: Evidence from Two Quasi-Experiments in Italy," CAGE Online Working Paper Series 557, Competitive Advantage in the Global Economy (CAGE).
- Cantoni, Enrico & Gazzè, Ludovica & Schafer, Jerome, 2021. "Turnout in Concurrent Elections : Evidence from Two Quasi-Experiments in Italy," The Warwick Economics Research Paper Series (TWERPS) 1343, University of Warwick, Department of Economics.
- Hwang, Yujung & Nguyen, Toan, 2025. "Is sex ratio a valid distribution factor in a collective model?," Labour Economics, Elsevier, vol. 92(C).
- Sant’Anna, Pedro H.C. & Zhao, Jun, 2020.
"Doubly robust difference-in-differences estimators,"
Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
- Pedro H. C. Sant'Anna & Jun B. Zhao, 2018. "Doubly Robust Difference-in-Differences Estimators," Papers 1812.01723, arXiv.org, revised May 2020.
- Giulia Buccione, 2026. "Can Culture Guide Policy? Religious Messaging and Adaptation to Water Scarcity in Jordan," Working Papers wp2026_2613, CEMFI.
- Ersoy, Fulya Y., 2025. "Do incentives matter in elicitation of beliefs?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 119(C).
- Shigeru Fujita & Madison Perry, 2024. "Nonworking Parents or Hungry Children," Economic Insights, Federal Reserve Bank of Philadelphia, vol. 9(4), pages 2-9, December.
- Hossain, Marup & Songsermsawas, Tisorn, 2025. "Adapting to Thrive: Training and Access to Finance to Reduce Climate Vulnerability Among Smallholder Farmers in Nepal," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361170, Agricultural and Applied Economics Association.
- Gaurav Dhamija & Punarjit Roychowdhury & Binay Shankar, 2025. "Does urbanization empower women? Evidence from India," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-47, March.
- Michael L. Anderson & Fangwen Lu, 2017.
"Learning to Manage and Managing to Learn: The Effects of Student Leadership Service,"
Management Science, INFORMS, vol. 63(10), pages 3246-3261, October.
- Anderson, Michael L & Lu, Fangwen, 2017. "Learning to Manage and Managing to Learn: The Effects of Student Leadership Service," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt2562p16k, Department of Agricultural & Resource Economics, UC Berkeley.
More about this item
Keywords
; ; ; ; ;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-AIN-2026-05-04 (Artificial Intelligence)
- NEP-BEC-2026-05-04 (Business Economics)
- NEP-EDU-2026-05-04 (Education)
- NEP-EFF-2026-05-04 (Efficiency and Productivity)
- NEP-EXP-2026-05-04 (Experimental Economics)
- NEP-LAM-2026-05-04 (Central and South America)
- NEP-LMA-2026-05-04 (Labor Markets - Supply, Demand, and Wages)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:udt:wpgobi:wp_gob_2026_03. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Fiorela Navarro Duymovich (email available below). General contact details of provider: https://edirc.repec.org/data/geutdar.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/p/udt/wpgobi/wp_gob_2026_03.html