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Transplanting Craft Guilds to Colonial Latin America: A Large Language Model Analysis

Author

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  • Griesshaber, Niclas
  • Ogilvie, Sheilagh

Abstract

What can we learn about institutional transplantation by analyzing craft guilds in colonial Latin America? We use large language models (LLMs) to investigate colonial guild ordinances, addressing two major bottlenecks in assessing institutions: digitizing qualitative sources efficiently and analyzing them quantitatively. Our newly designed methodology reveals both long-term continuities and striking differences between craft guilds in colonial Mexico and Peru, particularly with regard to human capital and product quality. The LLM-based approach identifies patterns that were previously not discernible using standard methods in economic history, its results are reproducible, and it can easily be extended to other historical settings.

Suggested Citation

  • Griesshaber, Niclas & Ogilvie, Sheilagh, 2025. "Transplanting Craft Guilds to Colonial Latin America: A Large Language Model Analysis," CEPR Discussion Papers 20556, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:20556
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    Keywords

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    JEL classification:

    • N86 - Economic History - - Micro-Business History - - - Latin America; Caribbean
    • N46 - Economic History - - Government, War, Law, International Relations, and Regulation - - - Latin America; Caribbean
    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques

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