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Measuring Unmeasurable: How to Map Laws to Numbers Using Leximetrics

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  • Konstantin A. Kholodilin
  • Linus Pfeiffer

Abstract

As the institutional literature convincingly shows, socioeconomic phenomena are to a large extent shaped by the formal institutions, that is, legal acts (laws and ordinances). However, the latter are formulated in a specific language that is difficult to understand, let alone to measure. However, since the early 1990s, a whole branch of economic analysis of governmental regulations has evolved. It is known as leximetrics, i.e., the measuring of laws. It covers a wide range of economic sectors, such as financial, labor, housing, and product markets, among others. The two most popular methods are codification and surveys. Under the first method, the legal texts are analyzed, relevant provisions extracted, and numeric values assigned depending on these provisions. Under the surveys method, local experts are asked to provide their assessment of currently valid legal provisions and sometimes also their enforcement. In both cases, the legal texts are mapped onto real-valued indices with the objective of gauging the intensity of governmental regulations. These indices can be and are successfully used to explain the economic phenomena. This study provides a comprehensive overview of the leximetric literature and demonstrates interdependences between different types of governmental regulations.

Suggested Citation

  • Konstantin A. Kholodilin & Linus Pfeiffer, 2021. "Measuring Unmeasurable: How to Map Laws to Numbers Using Leximetrics," Discussion Papers of DIW Berlin 1933, DIW Berlin, German Institute for Economic Research.
  • Handle: RePEc:diw:diwwpp:dp1933
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    as
    1. Dan Andrews & Aida Caldera Sánchez & Åsa Johansson, 2011. "Housing Markets and Structural Policies in OECD Countries," OECD Economics Department Working Papers 836, OECD Publishing.
    2. Simeon Djankov & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2002. "The Regulation of Entry," The Quarterly Journal of Economics, Oxford University Press, vol. 117(1), pages 1-37.
    3. John Armour & Simon Deakin & Priya Lele & Mathias Siems, 2009. "How Do Legal Rules Evolve? Evidence from a cross-country Comparison of Shareholder, Creditor and Worker Protection," Working Papers wp382, Centre for Business Research, University of Cambridge.
    4. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    5. Edward L. Glaeser & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "Do Institutions Cause Growth?," Journal of Economic Growth, Springer, vol. 9(3), pages 271-303, September.
    6. Simeon Djankov & Oliver Hart & Caralee McLiesh & Andrei Shleifer, 2008. "Debt Enforcement around the World," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 1105-1149, December.
    7. Katharina Pistor, 2000. "Patterns of legal change: shareholder and creditor rights in transition economies," Working Papers 49, European Bank for Reconstruction and Development, Office of the Chief Economist.
    8. Bremus, Franziska & Kliatskova, Tatsiana, 2020. "Legal harmonization, institutional quality, and countries’ external positions: A sectoral analysis," Journal of International Money and Finance, Elsevier, vol. 107(C).
    9. Kalemli-Ozcan, Sebnem & Papaioannou, Elias & Peydró, José-Luis, 2010. "What lies beneath the euro's effect on financial integration? Currency risk, legal harmonization, or trade?," Journal of International Economics, Elsevier, vol. 81(1), pages 75-88, May.
    10. Simon DEAKIN & Priya LELE & Mathias SIEMS, 2007. "The evolution of labour law: Calibrating and comparing regulatory regimes," International Labour Review, International Labour Organization, vol. 146(3-4), pages 133-162, September.
    11. Joan Ramon Borrell & Juan Luis Jiménez, 2008. "The drivers of antitrust effectiveness," Hacienda Pública Española / Review of Public Economics, IEF, vol. 185(2), pages 69-88, July.
    12. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
    13. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    14. Stefan Voigt, 2009. "The Effects of Competition Policy on Development - Cross-Country Evidence Using Four New Indicators," Journal of Development Studies, Taylor & Francis Journals, vol. 45(8), pages 1225-1248.
    15. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law and finance: why does legal origin matter?," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 653-675, December.
    16. Juan C. Botero & Simeon Djankov & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "The Regulation of Labor," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1339-1382.
    17. Oriana Bandiera & Gerard Caprio & Patrick Honohan & Fabio Schiantarelli, 2000. "Does Financial Reform Raise or Reduce Saving?," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 239-263, May.
    18. Priya P. Lele & Mathias M. Siems, 2009. "Shareholder Protection: A Leximetric Approach," Chapters, in: Thankom Gopinath Arun & John Turner (ed.), Corporate Governance and Development, chapter 10, Edward Elgar Publishing.
    19. Katharina Pistor & Martin Raiser & Stanislaw Gelfer, 2000. "Law and Finance in Transition Economies," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 8(2), pages 325-368, July.
    20. Simeon Djankov & Edward L. Glaeser & Valeria Perotti & Andrei Shleifer, 2020. "Measuring Property Rights Institutions," NBER Working Papers 27839, National Bureau of Economic Research, Inc.
    21. Abdul Abiad & Enrica Detragiache & Thierry Tressel, 2010. "A New Database of Financial Reforms," IMF Staff Papers, Palgrave Macmillan, vol. 57(2), pages 281-302, June.
    22. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    23. Alexander Dyck & Luigi Zingales, 2004. "Private Benefits of Control: An International Comparison," Journal of Finance, American Finance Association, vol. 59(2), pages 537-600, April.
    24. Edward P. Lazear, 1990. "Job Security Provisions and Employment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(3), pages 699-726.
    25. Paolo Buccirossi & Lorenzo Ciari & Tomaso Duso & Giancarlo Spagnolo & Cristiana Vitale, 2011. "Measuring The Deterrence Properties Of Competition Policy: The Competition Policy Indexes," Journal of Competition Law and Economics, Oxford University Press, vol. 7(1), pages 165-204.
    26. Giofré, Maela, 2013. "Investor protection rights and foreign investment," Journal of Comparative Economics, Elsevier, vol. 41(2), pages 506-526.
    27. Giuseppe Nicoletti & Stefano Scarpetta, 2003. "Regulation, productivity and growth: OECD evidence [‘A model of growth through creative destruction’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(36), pages 9-72.
    28. Marco Pagano & Paolo F. Volpin, 2005. "The Political Economy of Corporate Governance," American Economic Review, American Economic Association, vol. 95(4), pages 1005-1030, September.
    29. Carlos Cuerpo & Peter Pontuch & Sona Kalantaryan, 2014. "Rental Market Regulation in the European Union," European Economy - Economic Papers 2008 - 2015 515, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    30. Casey B. Mulligan & Andrei Shleifer, 2005. "The Extent of the Market and the Supply of Regulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1445-1473.
    31. Laura Seelkopf & Moritz Bubek & Edgars Eihmanis & Joseph Ganderson & Julian Limberg & Youssef Mnaili & Paula Zuluaga & Philipp Genschel, 2021. "The rise of modern taxation: A new comprehensive dataset of tax introductions worldwide," The Review of International Organizations, Springer, vol. 16(1), pages 239-263, January.
    32. Michael W. Nicholson, 2008. "An Antitrust Law Index For Empirical Analysis Of International Competition Policy," Journal of Competition Law and Economics, Oxford University Press, vol. 4(4), pages 1009-1029.
    33. Anu Bradford & Adam S. Chilton & Christopher Megaw & Nathaniel Sokol, 2019. "Competition Law Gone Global: Introducing the Comparative Competition Law and Enforcement Datasets," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 16(2), pages 411-443, June.
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    1. Eugeniya Malinskaya & Konstantin A. Kholodilin, 2022. "Stimulating Housing Policy and Housing Tenure Choice: Evidence from the G7 Countries," Discussion Papers of DIW Berlin 1997, DIW Berlin, German Institute for Economic Research.

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    More about this item

    Keywords

    Leximetrics; governmental regulations; economics;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies
    • K25 - Law and Economics - - Regulation and Business Law - - - Real Estate Law
    • R38 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Government Policy

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