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Measuring geoeconomic tension: a large-language-model approach for the euro area

Author

Listed:
  • Ioannou, Demosthenes
  • Durrani, Agha
  • Prioriello, Raffaele

Abstract

We construct an index of geopolitical and geoeconomic tension for the euro area using Large-Language Models (LLMs) that prompt a large dataset of European, local-language newspaper articles. The resulting LLM Geoeconomic and Geopolitical Tension (LGPT) index and its subindices seek to provide an accurate narrative of tensions and their sources over the past quarter century. The multilingual LLM approach allows for a separation between geopolitical and geoeconomic tensions and for granularity in the identification of the source of such tensions including trade, energy and finance. This lends itself to more accurate economic analysis of the impact of geopolitics and geoeconomics on the euro area economy. The LLM approach is efficient and capable among other things of extracting trends regarding the international institutional actors involved in developments. We also illustrate one potential use of the index by estimating the impact of geoeconomic tensions on output and inflation in the euro area in a Bayesian structural VAR framework. JEL Classification: C43, C45, N40, H56, C30

Suggested Citation

  • Ioannou, Demosthenes & Durrani, Agha & Prioriello, Raffaele, 2026. "Measuring geoeconomic tension: a large-language-model approach for the euro area," Working Paper Series 3250, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20263250
    Note: 1056819
    as

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    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
    • N40 - Economic History - - Government, War, Law, International Relations, and Regulation - - - General, International, or Comparative
    • H56 - Public Economics - - National Government Expenditures and Related Policies - - - National Security and War
    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General

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