The Heterogeneous Productivity Effects of Generative AI
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- David H. Kreitmeir & Paul A. Raschky, 2024. "The Heterogeneous Productivity Effects of Generative AI," SoDa Laboratories Working Paper Series 2024-01, Monash University, SoDa Laboratories.
References listed on IDEAS
- Laurent Gobillon & Thierry Magnac, 2016.
"Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls,"
The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 535-551, July.
- Gobillon, Laurent & Magnac, Thierry, 2013. "Regional Policy Evaluation:Interactive Fixed Effects and Synthetic Controls," IDEI Working Papers 786, Institut d'Économie Industrielle (IDEI), Toulouse.
- Gobillon, Laurent & Magnac, Thierry, 2013. "Regional Policy Evaluation:Interactive Fixed Effects and Synthetic Controls," TSE Working Papers 13-419, Toulouse School of Economics (TSE).
- Laurent Gobillon & Thierry Magnac, 2016. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls," PSE-Ecole d'économie de Paris (Postprint) halshs-01509743, HAL.
- Laurent Gobillon & Thierry Magnac, 2014. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Control," CESifo Working Paper Series 5077, CESifo.
- Gobillon, Laurent & Magnac, Thierry, 2013. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls," IZA Discussion Papers 7493, Institute of Labor Economics (IZA).
- Laurent Gobillon & Thierry Magnac, 2013. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls," Working Papers halshs-00849071, HAL.
- Laurent Gobillon & Thierry Magnac, 2016. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls," Post-Print halshs-01509743, HAL.
- Laurent Gobillon & Thierry Magnac, 2013. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls," PSE Working Papers halshs-00849071, HAL.
- Magnac, Thierry & Gobillon, Laurent, 2014. "Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Controls," CEPR Discussion Papers 10253, C.E.P.R. Discussion Papers.
- Hyunyoung Choi & Hal Varian, 2012. "Predicting the Present with Google Trends," The Economic Record, The Economic Society of Australia, vol. 88(s1), pages 2-9, June.
- Xu, Yiqing, 2017. "Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models," Political Analysis, Cambridge University Press, vol. 25(1), pages 57-76, January.
- Jeremy Ginsberg & Matthew H. Mohebbi & Rajan S. Patel & Lynnette Brammer & Mark S. Smolinski & Larry Brilliant, 2009. "Detecting influenza epidemics using search engine query data," Nature, Nature, vol. 457(7232), pages 1012-1014, February.
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.- Kreitmeir, David & Raschky, Paul Anton, 2023.
"The Unintended Consequences of Censoring Digital Technology - Evidence from Italy's ChatGPT Ban,"
SocArXiv
v3cgs, Center for Open Science.
- David H. Kreitmeir & Paul A. Raschky, 2023. "The Unintended Consequences of Censoring Digital Technology -- Evidence from Italy's ChatGPT Ban," Papers 2304.09339, arXiv.org.
- David H. Kreitmeir & Paul A. Raschky, 2023. "The Unintended Consequences of Censoring Digital Technology - Evidence from Italy's ChatGPT Ban," SoDa Laboratories Working Paper Series 2023-01, Monash University, SoDa Laboratories.
- David H Chae & Sean Clouston & Mark L Hatzenbuehler & Michael R Kramer & Hannah L F Cooper & Sacoby M Wilson & Seth I Stephens-Davidowitz & Robert S Gold & Bruce G Link, 2015. "Association between an Internet-Based Measure of Area Racism and Black Mortality," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-12, April.
- Ishani Chaudhuri & Parthajit Kayal, 2022. "Predicting Power of Ticker Search Volume in Indian Stock Market," Working Papers 2022-214, Madras School of Economics,Chennai,India.
- Yang, Xin & Pan, Bing & Evans, James A. & Lv, Benfu, 2015. "Forecasting Chinese tourist volume with search engine data," Tourism Management, Elsevier, vol. 46(C), pages 386-397.
- Irene Botosaru & Bruno Ferman, 2019.
"On the role of covariates in the synthetic control method,"
The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 117-130.
- Botosaru, Irene & Ferman, Bruno, 2017. "On the Role of Covariates in the Synthetic Control Method," MPRA Paper 80796, University Library of Munich, Germany.
- Bentzen, Jeanet Sinding, 2021.
"In crisis, we pray: Religiosity and the COVID-19 pandemic,"
Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 541-583.
- Bentzen, Jeanet, 2020. "In Crisis, We Pray: Religiosity and the COVID-19 Pandemic," CEPR Discussion Papers 14824, C.E.P.R. Discussion Papers.
- Jesse T. Richman & Ryan J. Roberts, 2023. "Assessing Spurious Correlations in Big Search Data," Forecasting, MDPI, vol. 5(1), pages 1-12, February.
- Daniel E. O'Leary, 2024. "Toward an extended framework of exhaust data for predictive analytics: An empirical approach," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 31(2), June.
- Pekka Malo & Juha Eskelinen & Xun Zhou & Timo Kuosmanen, 2024.
"Computing Synthetic Controls Using Bilevel Optimization,"
Computational Economics, Springer;Society for Computational Economics, vol. 64(2), pages 1113-1136, August.
- Malo, Pekka & Eskelinen, Juha & Zhou, Xun & Kuosmanen, Timo, 2020. "Computing Synthetic Controls Using Bilevel Optimization," MPRA Paper 104085, University Library of Munich, Germany.
- Lüth, Hendrik, 2021. "Reassessing Car Scrappage Schemes in Selected OECD Countries: A Synthetic Control Method Application," Working Paper 190/2021, Helmut Schmidt University, Hamburg.
- Aksoy, Cevat Giray & Ganslmeier, Michael & Poutvaara, Panu, 2020.
"Public Attention and Policy Responses to COVID-19 Pandemic,"
IZA Discussion Papers
13427, Institute of Labor Economics (IZA).
- Cevat Giray Aksoy & Michael Ganslmeier & Panu Poutvaara, 2020. "Public Attention and Policy Responses to Covid-19 Pandemic," CESifo Working Paper Series 8409, CESifo.
- Daniele Barchiesi & Helen Susannah Moat & Christian Alis & Steven Bishop & Tobias Preis, 2015. "Quantifying International Travel Flows Using Flickr," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-8, July.
- Hao, Shiming, 2021. "True structure change, spurious treatment effect? A novel approach to disentangle treatment effects from structure changes," MPRA Paper 108679, University Library of Munich, Germany.
- Xiong, Ruoxuan & Pelger, Markus, 2023.
"Large dimensional latent factor modeling with missing observations and applications to causal inference,"
Journal of Econometrics, Elsevier, vol. 233(1), pages 271-301.
- Ruoxuan Xiong & Markus Pelger, 2019. "Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference," Papers 1910.08273, arXiv.org, revised Jan 2022.
- Breithaupt, Patrick & Kesler, Reinhold & Niebel, Thomas & Rammer, Christian, 2020. "Intangible capital indicators based on web scraping of social media," ZEW Discussion Papers 20-046, ZEW - Leibniz Centre for European Economic Research.
- Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
- Michał Marcin Kobierecki & Michał Pierzgalski, 2022. "Sports Mega-Events and Economic Growth: A Synthetic Control Approach," Journal of Sports Economics, , vol. 23(5), pages 567-597, June.
- Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024.
"Revisiting Event-Study Designs: Robust and Efficient Estimation,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
- Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021. "Revisiting Event Study Designs: Robust and Efficient Estimation," Papers 2108.12419, arXiv.org, revised Jan 2024.
- Borusyak, Kirill & Jaravel, Xavier & Spiess, Jann, 2024. "Revisiting event-study designs: robust and efficient estimation," LSE Research Online Documents on Economics 123781, London School of Economics and Political Science, LSE Library.
- Borusyak, Kirill & Jaravel, Xavier & Spiess, Jann, 2022. "Revisiting Event Study Designs: Robust and Efficient Estimation," CEPR Discussion Papers 17247, C.E.P.R. Discussion Papers.
- JooSeok Oh & Timothy Paul Connerton & Hyun-Jung Kim, 2019. "The Rediscovery of Brand Experience Dimensions with Big Data Analysis: Building for a Sustainable Brand," Sustainability, MDPI, vol. 11(19), pages 1-21, September.
- Götz, Thomas B. & Knetsch, Thomas A., 2019.
"Google data in bridge equation models for German GDP,"
International Journal of Forecasting, Elsevier, vol. 35(1), pages 45-66.
- Götz, Thomas B. & Knetsch, Thomas A., 2017. "Google data in bridge equation models for German GDP," Discussion Papers 18/2017, Deutsche Bundesbank.
More about this item
JEL classification:
- D8 - Microeconomics - - Information, Knowledge, and Uncertainty
- 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-EFF-2024-04-01 (Efficiency and Productivity)
- NEP-EUR-2024-04-01 (Microeconomic European Issues)
- NEP-LMA-2024-04-01 (Labor Markets - Supply, Demand, and Wages)
- NEP-TID-2024-04-01 (Technology and Industrial Dynamics)
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:arx:papers:2403.01964. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.