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Measuring Discrimination in Spatial Equilibrium: 100 Years of Japan's Invisible Race

Author

Listed:
  • Atsushi Yamagishi

    (Faculty of Economics, Princeton University)

  • Yasuhiro Sato

    (Faculty of Economics, The University of Tokyo)

Abstract

This paper provides a novel revealed-preference estimate of the severeness of discrimination over 100 years, focusing on buraku discrimination in Japan. Buraku discrimination is distinctive in that the risk of being identified as the discriminated group member crucially depends on whether one lives in certain areas (buraku areas), implying that the risk is indirectly traded in the land market. This feature allows us to measure the cost of discrimination risk as the capitalization into land prices. We estimate it using the new land price data of Kyoto spanning from 1912 to 2018 and a border design. We find that the land price discount of buraku areas was 53% in 1912 and 14% in 2018. The discount had declined in the 20th century but the decline has stopped in the 21st century. These results indicate the severe buraku discrimination, especially in the past, and its strong persistence.

Suggested Citation

  • Atsushi Yamagishi & Yasuhiro Sato, 2022. "Measuring Discrimination in Spatial Equilibrium: 100 Years of Japan's Invisible Race," CIRJE F-Series CIRJE-F-1188, CIRJE, Faculty of Economics, University of Tokyo.
    • Handle: RePEc:tky:fseres:2022cf1188
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    File URL: http://www.cirje.e.u-tokyo.ac.jp/research/dp/2022/2022cf1188.pdf
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    as
    1. Stephan Heblich & Stephen J Redding & Daniel M Sturm, 2020. "The Making of the Modern Metropolis: Evidence from London," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2059-2133.
    2. Stephan Heblich & Alex Trew & Yanos Zylberberg, 2021. "East-Side Story: Historical Pollution and Persistent Neighborhood Sorting," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1508-1552.
    3. Sandra E. Black, 1999. "Do Better Schools Matter? Parental Valuation of Elementary Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 577-599.
    4. Yamagishi, Atsushi, 2021. "Minimum wages and housing rents: Theory and evidence," Regional Science and Urban Economics, Elsevier, vol. 87(C).
    5. Fujita,Masahisa, 1991. "Urban Economic Theory," Cambridge Books, Cambridge University Press, number 9780521396455.
    6. Nunn, Nathan, 2009. "The Importance of History for Economic Development," Scholarly Articles 33077824, Harvard University Department of Economics.
    7. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    8. Nico Voigtländer & Hans-Joachim Voth, 2012. "Persecution Perpetuated: The Medieval Origins of Anti-Semitic Violence in Nazi Germany," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1339-1392.
    9. Redding, Stephen & Nakajima, Kentaro & Miyauchi, Yuhei, 2021. "Consumption access and agglomeration: evidence from smartphone data," LSE Research Online Documents on Economics 114353, London School of Economics and Political Science, LSE Library.
    10. Davis, Morris A. & Larson, William D. & Oliner, Stephen D. & Shui, Jessica, 2021. "The price of residential land for counties, ZIP codes, and census tracts in the United States," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 413-431.
    11. Hanlon, W.Walker & Heblich, Stephan, 2022. "History and urban economics," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    12. Gaigné, Carl & Koster, Hans R.A. & Moizeau, Fabien & Thisse, Jacques-François, 2022. "Who lives where in the city? Amenities, commuting and income sorting," Journal of Urban Economics, Elsevier, vol. 128(C).
    13. Roland G. Fryer & Steven D. Levitt, 2004. "The Causes and Consequences of Distinctively Black Names," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(3), pages 767-805.
    14. David M. Cutler & Edward L. Glaeser & Jacob L. Vigdor, 1999. "The Rise and Decline of the American Ghetto," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 455-506, June.
    15. Ramseyer J. Mark, 2020. "On the Invention of Identity Politics: The Buraku Outcastes in Japan," Review of Law & Economics, De Gruyter, vol. 16(2), pages 1-95, July.
    16. Guilhem Cassan, 2015. "Identity-Based Policies and Identity Manipulation: Evidence from Colonial Punjab," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 103-131, November.
    17. Morris A. Davis & Francois Ortalo-Magne, 2011. "Household Expenditures, Wages, Rents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(2), pages 248-261, April.
    18. Yamasaki, Junichi & Nakajima, Kentaro & Teshima, Kensuke, 2021. "From Samurai to Skyscrapers: How Historical Lot Fragmentation Shapes Tokyo," TDB-CAREE Discussion Paper Series E-2020-02, Teikoku Databank Center for Advanced Empirical Research on Enterprise and Economy, Graduate School of Economics, Hitotsubashi University.
    19. Dennis Epple & Brett Gordon & Holger Sieg, 2010. "A New Approach to Estimating the Production Function for Housing," American Economic Review, American Economic Association, vol. 100(3), pages 905-924, June.
    20. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    21. David Atkin & Eve Colson-Sihra & Moses Shayo, 2021. "How Do We Choose Our Identity? A Revealed Preference Approach Using Food Consumption," Journal of Political Economy, University of Chicago Press, vol. 129(4), pages 1193-1251.
    22. Peter Christensen & Ignacio Sarmiento-Barbieri & Christopher Timmins, 2022. "Housing Discrimination and the Toxics Exposure Gap in the United States: Evidence from the Rental Market," The Review of Economics and Statistics, MIT Press, vol. 104(4), pages 807-818, October.
    23. Zenou, Yves & Boccard, Nicolas, 2000. "Racial Discrimination and Redlining in Cities," Journal of Urban Economics, Elsevier, vol. 48(2), pages 260-285, September.
    24. Yinger, John, 1986. "Measuring Racial Discrimination with Fair Housing Audits: Caught in the Act," American Economic Review, American Economic Association, vol. 76(5), pages 881-893, December.
    25. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, vol. 90(4), pages 715-741, September.
    26. David Card & Alexandre Mas & Jesse Rothstein, 2008. "Tipping and the Dynamics of Segregation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 177-218.
    27. Yuta Kuroda, 2022. "What does the disclosure of school quality information bring? The effect through the housing market," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 125-149, January.
    28. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    29. Hara, Hiromi, 2018. "The gender wage gap across the wage distribution in Japan: Within- and between-establishment effects," Labour Economics, Elsevier, vol. 53(C), pages 213-229.
    30. Lin, Jeffrey & Rauch, Ferdinand, 2022. "What future for history dependence in spatial economics?," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    31. Amanda Agan & Sonja Starr, 2018. "Ban the Box, Criminal Records, and Racial Discrimination: A Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 191-235.
    32. Nathan Nunn, 2009. "The Importance of History for Economic Development," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 65-92, May.
    33. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    34. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 715-753.
    35. Fryer Jr., Roland G., 2011. "Racial Inequality in the 21st Century: The Declining Significance of Discrimination," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 10, pages 855-971, Elsevier.
    36. Matias D. Cattaneo & Nicolas Idrobo & Rocio Titiunik, 2019. "A Practical Introduction to Regression Discontinuity Designs: Foundations," Papers 1911.09511, arXiv.org.
    37. Donald R. Davis & David E. Weinstein, 2002. "Bones, Bombs, and Break Points: The Geography of Economic Activity," American Economic Review, American Economic Association, vol. 92(5), pages 1269-1289, December.
    38. Saavedra, Martin, 2021. "Kenji or Kenneth? Pearl Harbor and Japanese-American assimilation," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 602-624.
    39. Ricardo Dahis & Emily Nix & Nancy Qian, 2019. "Choosing Racial Identity in the United States, 1880-1940," NBER Working Papers 26465, National Bureau of Economic Research, Inc.
    40. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
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