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A machine-learning history of English caselaw and legal ideas prior to the Industrial Revolution I: generating and interpreting the estimates

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  • Grajzl, Peter
  • Murrell, Peter

Abstract

The history of England's institutions has long informed research on comparative economic development. Yet to date, there exists no quantitative evidence on a core aspect of England's institutional evolution, that embodied in the accumulated decisions of English courts. Focusing on the two centuries before the Industrial Revolution, we generate and analyze the first quantitative estimates of the development of English caselaw and its associated legal ideas. We achieve this in two companion papers. In this, the first of the pair, we build a comprehensive corpus of 52,949 reports of cases heard in England's high courts before 1765. Estimating a 100-topic structural topic model, we name and interpret all topics, each of which reflects a distinctive aspect of English legal thought. We produce time series of the estimated topic prevalences. To interpret the topic timelines, we develop a tractable model of the evolution of legal-cultural ideas and their prominence in case reports. In the companion paper, we will illustrate with multiple applications the usefulness of the large amount of new information generated by our approach.

Suggested Citation

  • Grajzl, Peter & Murrell, Peter, 2021. "A machine-learning history of English caselaw and legal ideas prior to the Industrial Revolution I: generating and interpreting the estimates," Journal of Institutional Economics, Cambridge University Press, vol. 17(1), pages 1-19, February.
    • Handle: RePEc:cup:jinsec:v:17:y:2021:i:1:p:1-19_1
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    References listed on IDEAS

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    1. Sheilagh Ogilvie & A. W. Carus, 2014. "Institutions and Economic Growth in Historical Perspective: Part 2," CESifo Working Paper Series 4862, CESifo.
    2. Stephen Hansen & Michael McMahon & Andrea Prat, 2018. "Transparency and Deliberation Within the FOMC: A Computational Linguistics Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 801-870.
    3. Grajzl, Peter & Murrell, Peter, 2021. "A machine-learning history of English caselaw and legal ideas prior to the Industrial Revolution II: applications," Journal of Institutional Economics, Cambridge University Press, vol. 17(2), pages 201-216, April.
    4. North, Douglass C. & Weingast, Barry R., 1989. "Constitutions and Commitment: The Evolution of Institutions Governing Public Choice in Seventeenth-Century England," The Journal of Economic History, Cambridge University Press, vol. 49(4), pages 803-832, December.
    5. Margaret E. Roberts & Brandon M. Stewart & Dustin Tingley & Christopher Lucas & Jetson Leder‐Luis & Shana Kushner Gadarian & Bethany Albertson & David G. Rand, 2014. "Structural Topic Models for Open‐Ended Survey Responses," American Journal of Political Science, John Wiley & Sons, vol. 58(4), pages 1064-1082, October.
    6. Grajzl, Peter & Murrell, Peter, 2021. "A machine-learning history of English caselaw and legal ideas prior to the Industrial Revolution I: generating and interpreting the estimates," Journal of Institutional Economics, Cambridge University Press, vol. 17(1), pages 1-19, February.
    7. Grimmer, Justin & Stewart, Brandon M., 2013. "Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts," Political Analysis, Cambridge University Press, vol. 21(3), pages 267-297, July.
    8. Grajzl, Peter & Murrell, Peter, 2019. "Toward understanding 17th century English culture: A structural topic model of Francis Bacon's ideas," Journal of Comparative Economics, Elsevier, vol. 47(1), pages 111-135.
    9. Hoppit,Julian, 2017. "Britain's Political Economies," Cambridge Books, Cambridge University Press, number 9781107015258, January.
    10. repec:cup:cbooks:9781107039018 is not listed on IDEAS
    11. Hoppit,Julian, 2017. "Britain's Political Economies," Cambridge Books, Cambridge University Press, number 9781316649909, January.
    12. Ogilvie, Sheilagh & Carus, A.W., 2014. "Institutions and Economic Growth in Historical Perspective," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 8, pages 403-513, Elsevier.
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    Cited by:

    1. Peter Grajzl & Peter Murrell, 2022. "Did Caselaw Foster England’s Economic Development during the Industrial Revolution? Data and Evidence," CESifo Working Paper Series 10088, CESifo.
    2. Grajzl, Peter & Murrell, Peter, 2021. "A machine-learning history of English caselaw and legal ideas prior to the Industrial Revolution I: generating and interpreting the estimates," Journal of Institutional Economics, Cambridge University Press, vol. 17(1), pages 1-19, February.
    3. Peter Grajzl & Peter Murrell, 2024. "Quiet revolutions in early-modern England," Public Choice, Springer, vol. 200(3), pages 357-381, September.
    4. Grajzl, Peter & Murrell, Peter, 2021. "A machine-learning history of English caselaw and legal ideas prior to the Industrial Revolution II: applications," Journal of Institutional Economics, Cambridge University Press, vol. 17(2), pages 201-216, April.
    5. António Henriques & Nuno Palma, 2023. "Comparative European Institutions and the Little Divergence, 1385–1800," Journal of Economic Growth, Springer, vol. 28(2), pages 259-294, June.
    6. Grajzl, Peter & Murrell, Peter, 2024. "Caselaw and England's economic performance during the Industrial Revolution: Data and evidence," Journal of Comparative Economics, Elsevier, vol. 52(1), pages 145-165.
    7. Peter Grajzl & Peter Murrell, 2024. "From Status to Contract? A Macrohistory from Early-Modern English Caselaw and Print Culture," CESifo Working Paper Series 11246, CESifo.
    8. Grajzl, Peter & Murrell, Peter, 2023. "A macrohistory of legal evolution and coevolution: Property, procedure, and contract in early-modern English caselaw," International Review of Law and Economics, Elsevier, vol. 73(C).

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    More about this item

    JEL classification:

    • C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
    • N00 - Economic History - - General - - - General
    • K10 - Law and Economics - - Basic Areas of Law - - - General (Constitutional Law)
    • Z10 - Other Special Topics - - Cultural Economics - - - General
    • P10 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - General

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