Does machine translation affect international trade? Evidence from a large digital platform

  • Erik Brynjolfsson
  • , Xiang Hui
  • , Meng Liu

    Research output: Contribution to journalArticlepeer-review

    199 Scopus citations

    Abstract

    Artificial intelligence (AI) is surpassing human performance in a growing number of domains. However, there is limited evidence of its economic effects. Using data from a digital platform, we study a key application of AI: machine translation. We find that the introduction of a new machine translation system has significantly increased international trade on this platform, increasing exports by 10.9%. Furthermore, heterogeneous treatment effects are consistent with a substantial reduction in translation costs. Our results provide causal evidence that language barriers significantly hinder trade and that AI has already begun to improve economic efficiency in at least one domain.

    Original languageEnglish
    Pages (from-to)5449-5460
    Number of pages12
    JournalManagement Science
    Volume65
    Issue number12
    DOIs
    StatePublished - Dec 1 2019

    Keywords

    • Artificial intelligence
    • Digital platforms
    • International trade
    • Machine learning
    • Machine translation

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