articleScienceJul 13, 2023Closed access

Experimental evidence on the productivity effects of generative artificial intelligence

Massachusetts Institute of Technology

PubMed
Indexed incrossrefpubmed

Abstract

We examined the productivity effects of a generative artificial intelligence (AI) technology, the assistive chatbot ChatGPT, in the context of midlevel professional writing tasks. In a preregistered online experiment, we assigned occupation-specific, incentivized writing tasks to 453 college-educated professionals and randomly exposed half of them to ChatGPT. Our results show that ChatGPT substantially raised productivity: The average time taken decreased by 40% and output quality rose by 18%. Inequality between workers decreased, and concern and excitement about AI temporarily rose. Workers exposed to ChatGPT during the experiment were 2 times as likely to report using it in their real job 2 weeks after the…

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1,277
total citations
FWCI
697.65
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100%
References
28
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Authors

2

Topics & keywords

Keywords
  • Productivity
  • Generative grammar
  • Context (archaeology)
  • Chatbot
  • Psychology
  • Quality (philosophy)
  • Computer science
  • Artificial intelligence
UN Sustainable Development Goals
  • Decent work and economic growth
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