Wong, Maisy (2013): Estimating the Distortionary Effects of Ethnic Quotas in Singapore Using Housing Transactions.
Preview |
PDF
MaisyWong_QuotaRF.pdf Download (616kB) | Preview |
Abstract
Desegregation is a key policy issue in many countries. I investigate a residential desegregation program in Singapore - the ethnic housing quotas. I show that choice restrictions imposed on apartment blocks above the quota limits (constrained) could have distortionary effects, causing price and quantity differences for constrained versus unconstrained blocks. I test these predictions by hand matching more than 500,000 names in the phonebook to ethnicities, to calculate ethnic proportions at the apartment block level. I can then investigate differences for constrained and unconstrained blocks close to the quota limits and test for sorting around the limits. I find price differences are between 3% and 5%. Quantity effects are economically significant, translating to longer time-on-market durations by 1 to 1.4 months. Selection cannot fully explain these results. My results point to challenges in achieving desegregation using quantity restrictions.
Item Type: | MPRA Paper |
---|---|
Original Title: | Estimating the Distortionary Effects of Ethnic Quotas in Singapore Using Housing Transactions |
Language: | English |
Keywords: | Desegregation, quota, distortionary effects, housing transactions |
Subjects: | D - Microeconomics > D0 - General > D04 - Microeconomic Policy: Formulation, Implementation, and Evaluation R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location > R31 - Housing Supply and Markets R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location > R38 - Government Policy |
Item ID: | 51217 |
Depositing User: | Maisy Wong |
Date Deposited: | 07 Nov 2013 02:58 |
Last Modified: | 26 Sep 2019 10:37 |
References: | Altonji, J., Elder, T., Taber, C., 2005. Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools. Journal of Political Economy 113 (1), 151–184. Angrist, J., Lavy, V., 1999. Using Maimonides’ Rule to Estimate the Effect of Class Size on Scholastic Achievement. Quarterly Journal of Economics 114 (2), 533–575. Arnott, R., February 1989. Housing vacancies, thin markets, and idiosyncratic tastes. The Journal of Real Estate Finance and Economics 2 (1), 5–30. Autor, D., Palmer, C., Pathak, P., 2012. Housing Market Spillovers: Evidence from the End of Rent Control in Cambridge Massachusetts, NBER Working Paper No: 18125. Banhardt, S., 2009. Near and Dear? Evaluating the Impact of Neighbor Diversity on Inter-Religious Attitues. Ph.D. thesis, Harvard University. Bayer, P., Ferreira, F., McMillan, R., 2007. A Unified Framework for Measuring Preferences for Schools and Neighborhoods. Journal of Political Economy 115 (4), 588–638. Bayer, P., McMillan, R., Rueben, K., 2004. What Drives Racial Segregation? New Evidence Using Census Microdata. Journal of Urban Economics 56 (3), 514–535. Beaman, L., Duflo, E., Pande, R., Topalova, P., 2012. Female Leadership Raises Aspirations and Educational Attainment for Girls: A Policy Experiment in India. Science 335 (6068), 582–586. Bellows, J., Miguel, E., 2009. Was and Local Collective Action in Sierra Leone. Journal of Public Economics 93 (11), 1144–1157. Benabou, R., 1993. Workings of a City: Location, Education, and Production. The Quarterly Journal of Economics 108 (3), 619–652. Berry, S. T., 1994. Estimating Discrete-Choice Models of Product Differentiation. The Rand Journal of Economics 25 (2), 242–262. Berry, S. T., Levinsohn, J., Pakes, A., 1995. Automobile Prices in Market Equilibrium. Econometrica 63 (4), 841–890. Bertrand, M., Hanna, R., Mullainathan, S., 2010. Affirmative Action: Evidence from College Admissions in India. Journal of Public Economics 94 (1), 16–29 Boisjoly, J., Duncan, G., Kremer, M., Levy, D., Eccles, J., 2006. Empathy or Antipathy? The Impact of Diversity. American Economic Review 96 (5), 1890–1905. Boustan, L., 2011. Racial Residential Segregation in American Cities. In: Brooks, N., Knaap, G.-J. (Eds.), Oxford Handbook of Urban Economics and Planning. Oxford University Press, pp. 318–339. Card, D., Lee, D., Pei, Z., 2009. Quasi-Experimental Identification and Estimation in the Regression Kink Design, princeton University Industrial Relations Section Working Paper 553. Card, D., Mas, A., Rothstein, J., 2008. Tipping and the Dynamics of Segregation. Quarterly Journal of Economics 123 (1), 177–218. Chay, K., Fairlie, R., 1998. Minority Business Set-Asides and Black Self-Employment. University of California, Berkeley: Mimeo. Chetty, R., Friedman, J., Olson, T., Pistaferri, L., 2011. Adjustment Costs, Firm Responses, and Micro vs Macro Labor Supply Elasticities: Evidence from Danish Tax Records. Quarterly Journal of Economics 126 (2), 749–804. Clotfelter, C., Ladd, H., Vigdor, J., 2009. The Academic Achievement Gap in Grades 3 to 8. Journal of Economics and Statistics 91 (2), 398–419. Corns, A., Schotter, A., 1999. Can Affirmative Action Be Cost Effective? An Experimental Examination of Price-Preference Auctions. American Economic Review 89 (1), 291–305. Cutler, D. M., Glaeser, E. L., Vigdor, J. L., 1999. The Rise and Decline of the American Ghetto. Journal of Political Economy 107 (3), 455–506. Dutch Refugee Council, 1999. Housing for refugees in the European Union. Tech. rep., Dutch Refugee Council. Edin, P.-A., Fredriksson, P., Åslund, O., 2003. Ethnic Enclaves and the Economic Success of Immigrants-Evidence from a Natural Experiment. Quarterly Journal of Economics 118 (1), 329–357. Edin, P.-A., Fredriksson, P., Åslund, O., 2004. Settlement Policies and the Economic Success of Immigrants. Journal of Population Economics 17 (1), 133-155. Epple, D., Romer, T., Sieg, H., 2001. Interjurisdictional Sorting and Majority Rule: An Empirical Analysis. Econometrica 69 (6), 1437–1466. Epple, D., Sieg, H., 1997. Estimating Equilibrium Models of Local Jurisdictions. Journal of Political Economy 107 (4), 645–681. Ferreira, F., Gyourko, J., Tracy, J., 2010. Housing Busts and Household Mobility. Journal of Urban Economics 68 (1), 34–45. Gabriel, S., Rosenthal, S., 1989. Household Location and Race: Estimates of a Multinomial Logit Model. The Review of Economics and Statistics 71 (2), 240–249. Gavazza, A., June 2011. The role of trading frictions in real asset markets. American Economic Review 101 (4), 1106–43. Glitz, A., 2012. The Labor Market Impact of Immigration: A Quasi-Experiment Exploiting Immigrant Location Rules in Germany. Journal of Labor Economics 30 (1), 175–213. Hahn, J., Todd, P., van der Klaauw, W., 2001. Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design. Econometrica 69 (1), 201–209. Hendel, I., Nevo, A., Ortalo-Magne, F., 2009. The relative performance of real estate marketing platforms: Mls versus fsbomadison.com. American Economic Review 99 (5), 1878–98. Holzer, H., Neumark, D., 2000. Assessing Affirmative Action. Journal of Economic Literature 38 (3), 483–568. Housing Development Board, 2006. Annual Report. Singapore: HDB. Imbens, G., Lemieux, T., 2008. Regression Discontinuity Designs: A Guide to Practice. Journal of Economics 142 (2), 615–635. Inland Revenue Authority of Singapore, 2013. IRAS Collection by Tax Type. https://www.iras.gov.sg/irasHome/page.aspx?id=15060#SD, accessed: 2013-9-30. Krasnokutskaya, E., Seim, K., 2011. Bid Preference Programs and Participation in Highway Procurement Autctions. American Economic Review 101 (6), 2653–2686. Krook, M., 2009. Quotas for Women in Politics: Gender and Candidate Selection Reform Worldwide. Oxford University Press: New York. Lai, A. E., 1995. Meanings of Multiethnicity: A Case Study of Ethnicity and Ethnic Relations in Singapore. Oxford University Press. Lee, D. S., Lemieux, T., 2010. Regression discontinuity designs in economics. Journal of Economic Literature 48 (2), 281–355. Levitt, S. D., Syverson, C., 2008. Market distortions when agents are better informed: The value of information in real estate transactions. The Review of Economics and Statistics 90 (4), 599–611. Lum, S. K., Tien, T. M., 2003. Integrating Differentials: A Study on the HDB Ethnic Integration Policy. Crestimes, Singapore Center for Real Estate (CRES) 3 (1), 5. Marion, J., 2009. How Costly is Affirmative Action Government Contracting and California’s Proposition 209. The Review of Economics and Statistics 91 (3), 503–522. Marion, J., 2011. Affirmative Action and the Utilization of Minority- and Women-Owned Businesses in Highway Procurement. Economic Inquiry 49 (3), 899–915. Matsa, D., Miller, A., 2013. A Female Style in Corporate Leadership? Evidence from Quotas. American Economic Journal: Applied Economics 5 (3), 136–169. McAfee, P., McMillan, J., 1989. Government Procurement and International Trade. Journal of International Economics 26 (3), 291–308. McCrary, J., 2007. The Effect of Court-Ordered Hiring Quotas on the Composition and Quality of Police. American Economic Review 97 (1), 318–353. McCrary, J., 2008. Manipulation of the Running Variable in the Regression Discontinuity Design: A Desity Test. Journal of Econometrics 142 (12), 698–714. McFadden, D., 1973. Conditional Logit Analysis of Qualitative Choice Behavior. In: Zarembka, P. (Ed.), Frontiers in Econometrics. Academy Press, New York. McFadden, D., 1978. Modelling the Choice of Residential Location. In: Karlqvist, A. (Ed.), Spatial Interaction Theory and Planning Models. North-Holland, New York. Mian, A., Rao, K., Sufi, A., 2013. Household Balance Sheets, Consumption, and the Economic Slump. Chicago Booth Research Paper No. 13-42. Mian, A., Sufi, A., 2011. House Prices, Home Equity-Based Borrowing, and the US Household Leverage Crisis. American Economic Review 101 (5), 2132–2156. Nechyba, T. J., Strauss, R. P., 1998. Community Choice and Local Public Services: A Discrete Choice Approach. Regional Science and Urban Economics 28 (1), 51–73. 42 Nunn, N., Wantchekon, L., 2011. The Slave Trade and the Origins of Mistrust in Africa. American Economic Review 101 (7), 3221–3252. Ong, S. E., Koh, Y. C., 2000. Time On-Market and Price Trade-Offs in High-Rise Housing Sub-Markets. Urban Studies 37, 2057–2071. Parliamentary Debates, 1989. Official Report, 16 February, Singapore. Parliamentary Debates, 2003. Official Report, 10 November, Singapore. Polikoff, A., 1986. Sustainable Intergration or Inevitable Resegregation. University of North Carolina Press, pp. 41–71. Quigley, J. M., 1985. Consumer Choice of Dwelling, Neighborhood, and Public Services. Regional Science and Urban Economics 15 (1), 41–63. Rosenbaum, J., 1995. Changing the Geography of Opportunity by Expanding Residential choice: Lessons from the Gautreaux Program. Housing Policy Debate 6 (1), 231–269. Saez, E., 2010. Do Tax Payers Bunch at Kink Points? American Economic Journal: Economic Policy 2 (3). Scott, J., 2006. A sweeping housing plan bedeviled by racial quotas. New York Times December 1, 2006. Singapore Department of Statistics, 2000. Singapore 2000 census: Key Indicators of the Resident Population. Singapore Department of Statistics, 2006. Singapore Resident Population, 1990 - 2006. Sowell, T., 2004. Affirmative Action Around the World. Yale University Press: New Haven & London. Tiebout, C. M., 1956. A Pure Theory of Local Expenditures. Journal of Political Economy 64 (5), 416–424. Tu, Y.,Wong, G. K., 2002. Public Policies and Public Resale Housing Prices in Singapore. International Real Estate Review 5, 115–132. Wang, S., 2011. State Misallocation and Housing Prices: Theory and Evidence from China. American Economic Review 101 (5), 2081–2107. Wong, M., 2013. Estimating Ethnic Preferences Using Ethnic Housing Quotas in Singapre. Review of Economic Studies 80 (3), 1178–1214. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/51217 |