Template-Type: ReDIF-Paper 1.0
Author-Name: David H. Kreitmeir
Author-Email: david.kreitmeir1@monash.edu
Author-Workplace-Name: Department of Economics and SoDa Labs, Monash University
Author-Name: Paul A. Raschky
Author-Email: paul.raschky@monash.edu
Author-Workplace-Name: Department of Economics and SoDa Labs, Monash University
Title: The Heterogeneous Productivity Effects of Generative AI
Abstract: We analyse the individual productivity effects of Italy's ban on ChatGPT, a generative pretrained transformer chatbot. We compile data on the daily coding output quantity and quality of over 36,000 GitHub users in Italy and other European countries and combine these data with the sudden announcement of the ban in a difference-in-differences framework. Among the affected users in Italy, we find a short-term increase in output quantity and quality for less experienced users and a decrease in productivity on more routine tasks for experienced users. 

Creation-Date: 2024-03
File-URL: http://soda-wps.s3-website-ap-southeast-2.amazonaws.com/RePEc/ajr/sodwps/2024-01.pdf
File-Format: Application/pdf
Number: 2024-01
Classification-JEL: D8, J24, O33
Keywords: artificial intelligence,  productivity
Handle: RePEc:ajr:sodwps:2024-01