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Satellite-based measures of buildout and the effect of constrained housing supply on regional labour markets

Author

Listed:
  • Ryan Greenaway-McGrevy
  • Kade Sorensen

Abstract

We examine the impact of housing supply restrictiveness on regional adjustment to labour market shocks in New Zealand. To do so, we develop a measure of city-level housing supply restrictiveness that combines a novel satellite-based measure of suburban buildout with extant estimates of implicit regulation costs and geographic constraints on land. We incorporate the new measure of housing supply restrictiveness into an empirical model of regional adjustment that describes metropolitan labour and housing market outcomes. Our results show that after a positive labour market shock, regions with relatively restrictive housing supply experience lower employment and population growth; less housing construction; and greater increases in rents compared to regions with responsive housing supply.

Suggested Citation

  • Ryan Greenaway-McGrevy & Kade Sorensen, 2020. "Satellite-based measures of buildout and the effect of constrained housing supply on regional labour markets," Working Papers 004, University of Auckland, Economic Policy Center (EPC).
    • Handle: RePEc:cyc:wpaper:004
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    References listed on IDEAS

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    1. Broersma, Lourens & Dijk, Jouke van, 2002. "How do Dutch regional labour markets adjust to demand shocks?," Research Report 02D07, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    2. Stuhler, Jan & Jaeger, David & Ruist, Joakim, 2018. "Shift-Share Instruments and the Impact of Immigration," CEPR Discussion Papers 12701, Centre for Economic Policy Research.
    3. Decressin, Jorg & Fatas, Antonio, 1995. "Regional labor market dynamics in Europe," European Economic Review, Elsevier, vol. 39(9), pages 1627-1655, December.
    4. Kangasharju, Aki & Pekkala, Sari, 2002. "Adjustment to Regional Labour Market Shocks," Discussion Papers 274, VATT Institute for Economic Research.
    5. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    6. Ryan Greenaway-McGrevy & Peter C.B. Phillips, 2016. "Hot property in New Zealand: Empirical evidence of housing bubbles in the metropolitan centres," New Zealand Economic Papers, Taylor & Francis Journals, vol. 50(1), pages 88-113, April.
    7. Nils Braakmann, 2019. "Immigration and the Property Market: Evidence from England and Wales," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 47(2), pages 509-533, June.
    8. Albert Saiz, 2003. "Room in the Kitchen for the Melting Pot: Immigration and Rental Prices," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 502-521, August.
    9. Peter Nunns, 2019. "The Causes and Economic Consequences of Rising Regional Housing Prices in New Zealand," Working Papers 003, University of Auckland, Economic Policy Center (EPC).
    10. repec:dgr:rugsom:02d07 is not listed on IDEAS
    11. Patrick Kline, 2008. "Understanding Sectoral Labor Market Dynamics: An Equilibrium Analysis of the Oil and Gas Field Services Industry," Cowles Foundation Discussion Papers 1645, Cowles Foundation for Research in Economics, Yale University.
    12. Grimes, Arthur & Liang, Yun, 2009. "Spatial determinants of land prices: Does Auckland’s metropolitan urban limit have an effect?," MPRA Paper 68803, University Library of Munich, Germany.
    13. Stillman, Steven & Maré, David C., 2008. "Housing Markets and Migration: Evidence from New Zealand," Motu Working Papers 292651, Motu Economic and Public Policy Research.
    14. Vera Gács & Peter Huber, 2005. "Quantity adjustments in the regional labour markets of EU candidate countries," Papers in Regional Science, Wiley Blackwell, vol. 84(4), pages 553-574, November.
    15. Kirdan Lees, 2019. "Quantifying the costs of land use regulation: evidence from New Zealand," New Zealand Economic Papers, Taylor & Francis Journals, vol. 53(3), pages 245-269, September.
    16. Fidrmuc, Jan, 2004. "Migration and regional adjustment to asymmetric shocks in transition economies," Journal of Comparative Economics, Elsevier, vol. 32(2), pages 230-247, June.
    17. Wai Kin Choy & David C Mare & Peter Mawson, 2002. "Modelling Regional Labour Market Adjustment in New Zealand," Treasury Working Paper Series 02/01, New Zealand Treasury.
    18. Mai Dao & Davide Furceri & Prakash Loungani, 2017. "Regional Labor Market Adjustment in the United States: Trend and Cycle," The Review of Economics and Statistics, MIT Press, vol. 99(2), pages 243-257, May.
    19. Jinyong Hahn & Guido Kuersteiner, 2002. "Asymptotically Unbiased Inference for a Dynamic Panel Model with Fixed Effects when Both "n" and "T" Are Large," Econometrica, Econometric Society, vol. 70(4), pages 1639-1657, July.
    20. Saiz, Albert, 2007. "Immigration and housing rents in American cities," Journal of Urban Economics, Elsevier, vol. 61(2), pages 345-371, March.
    21. Hector Sala & Pedro Trivín, 2014. "Labour market dynamics in Spanish regions: evaluating asymmetries in troublesome times," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 5(2), pages 197-221, August.
    22. Chang-Tai Hsieh & Enrico Moretti, 2019. "Housing Constraints and Spatial Misallocation," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(2), pages 1-39, April.
    23. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1233-1260.
    24. Smets, Frank & Beyer, Robert C. M., 2015. "Labour market adjustments in Europe and the US: How different?," Working Paper Series 1767, European Central Bank.
    25. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    26. Lee, Yoonseok & Phillips, Peter C.B., 2015. "Model selection in the presence of incidental parameters," Journal of Econometrics, Elsevier, vol. 188(2), pages 474-489.
    27. Paciorek, Andrew, 2013. "Supply constraints and housing market dynamics," Journal of Urban Economics, Elsevier, vol. 77(C), pages 11-26.
    28. Edward Ludwig Glaeser & Joseph Gyourko, 2003. "The impact of building restrictions on housing affordability," Economic Policy Review, Federal Reserve Bank of New York, issue Jun, pages 21-39.
    29. Saks, Raven E., 2008. "Job creation and housing construction: Constraints on metropolitan area employment growth," Journal of Urban Economics, Elsevier, vol. 64(1), pages 178-195, July.
    30. Guy Debelle & James Vickery, 1999. "Labour Market Adjustment: Evidence on Interstate LabourMobility," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 32(3), pages 249-263, September.
    31. Fabian Bornhorst & Simon Commander, 2006. "Regional unemployment and its persistence in transition countries," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(2), pages 269-288, April.
    32. Fredriksson, Peter, 1999. "The Dynamics of Regional Labor Markets and Active Labor Market Policy: Swedish Evidence," Oxford Economic Papers, Oxford University Press, vol. 51(4), pages 623-648, October.
    33. Dave Donaldson & Adam Storeygard, 2016. "The View from Above: Applications of Satellite Data in Economics," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 171-198, Fall.
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    Keywords

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    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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