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Dynamics between Direct Industrial Real Estate and the Macroeconomy: An Empirical Study of Hong Kong

Author

Listed:
  • Daniel Lo

    (Faculty of Computing, Engineering and the Built Environment, Ulster University, Newtownabbey BT37 0QB, UK)

  • Yung Yau

    (Department of Sociology and Social Policy, School of Graduate Studies, Lingnan University, Hong Kong)

  • Michael McCord

    (Faculty of Computing, Engineering and the Built Environment, Ulster University, Newtownabbey BT37 0QB, UK)

  • Martin Haran

    (Faculty of Computing, Engineering and the Built Environment, Ulster University, Newtownabbey BT37 0QB, UK)

Abstract

Pricing of direct industrial real estate (DIRE) has long been under-researched due to the paucity of analysable data. Compared to other types of real estate, DIRE has often been regarded as more inefficient because of information asymmetry amongst market players stemming from a lack of market transparency. Therefore, pricing of DIRE usually does not follow a random walk and should be more predictable than other types of real estate. Along this line of reasoning, this study empirically investigates the causal relationships between the price-to-rent ratio of DIRE and macroeconomic attributes using cointegration and causality techniques. More specifically, we employ data on the market of Hong Kong to investigate the lead-lag relationships between the price-to-rent ratio of DIRE and a wide spectrum of macroeconomic and financial indicators, including inflation, money supply, national income, exchange rates, performance of housing market and other economic indicators specific to the industrial sector. The results of our statistical tests reveal significant evidence that DIRE is generally moving in syncs with other segments of the economy over time in terms of long-term cointegration. Further, DIRE tends to lag behind the overall macroeconomy in terms of Granger causation with the price-to-rent ratio exhibiting varying lengths of time lag with the macroeconomic determinants. The findings of the study carry important implications for informing property valuation practices and industrial land policy, particularly in designing urban revitalization programmes aimed at optimising industrial land use.

Suggested Citation

  • Daniel Lo & Yung Yau & Michael McCord & Martin Haran, 2022. "Dynamics between Direct Industrial Real Estate and the Macroeconomy: An Empirical Study of Hong Kong," Land, MDPI, vol. 11(10), pages 1-23, September.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:10:p:1675-:d:927733
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    References listed on IDEAS

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    1. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    2. Beltratti, Andrea & Morana, Claudio, 2010. "International house prices and macroeconomic fluctuations," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 533-545, March.
    3. Denise DiPasquale & William C. Wheaton, 1992. "The Markets for Real Estate Assets and Space: A Conceptual Framework," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(2), pages 181-198, June.
    4. Joseph Gyourko, 2009. "Understanding Commercial Real Estate: Just How Different from Housing Is It?," NBER Working Papers 14708, National Bureau of Economic Research, Inc.
    5. Philippe Bracke, 2015. "House Prices and Rents: Microevidence from a Matched Data Set in Central London," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 43(2), pages 403-431, June.
    6. Glenn R. Mueller, 1999. "Real Estate Rental Growth Rates at Different Points in the Physical Market Cycle," Journal of Real Estate Research, American Real Estate Society, vol. 18(1), pages 131-150.
    7. Duca, John V. & Ling, David C., 2020. "The other (commercial) real estate boom and bust: The effects of risk premia and regulatory capital arbitrage," Journal of Banking & Finance, Elsevier, vol. 112(C).
    8. Katrin B. Anacker, 2019. "Introduction: housing affordability and affordable housing," European Journal of Housing Policy, Taylor and Francis Journals, vol. 19(1), pages 1-16, January.
    9. Kishor, N. Kundan & Morley, James, 2015. "What factors drive the price–rent ratio for the housing market? A modified present-value analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 58(C), pages 235-249.
    10. Karsten Lieser & Alexander Groh, 2014. "The Determinants of International Commercial Real Estate Investment," The Journal of Real Estate Finance and Economics, Springer, vol. 48(4), pages 611-659, May.
    11. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    12. Steffen Wetzstein, 2021. "Assessing post-GFC housing affordability interventions: a qualitative exploration across five international cities," International Journal of Housing Policy, Taylor & Francis Journals, vol. 21(1), pages 70-102, January.
    13. Janakiramanan, Sundaram & Lamba, Asjeet S., 1998. "An empirical examination of linkages between Pacific-Basin stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 8(2), pages 155-173, June.
    14. Ayuso, Juan & Restoy, Fernando, 2006. "House prices and rents: An equilibrium asset pricing approach," Journal of Empirical Finance, Elsevier, vol. 13(3), pages 371-388, June.
    15. Thomas G. Thibodeau, 1990. "Estimating the Effect of High-Rise Office Buildings on Residential Property Values," Land Economics, University of Wisconsin Press, vol. 66(4), pages 402-408.
    16. Michael McCord & Daniel Lo & John McCord & Peadar Thomas Davis & Martin Haran, 2019. "Measuring the cointegration of housing types in Northern Ireland," Journal of Property Research, Taylor & Francis Journals, vol. 36(4), pages 343-366, October.
    17. Martin, Philippe & Rogers, Carol Ann, 1995. "Industrial location and public infrastructure," Journal of International Economics, Elsevier, vol. 39(3-4), pages 335-351, November.
    18. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
    19. William L. Attebery & Ronald C. Rutherford & Mark E. Eakin, 1993. "Industrial Real Estate Prices and Market Efficiency," Journal of Real Estate Research, American Real Estate Society, vol. 8(3), pages 377-386.
    20. Kim McKee & Adriana Mihaela Soaita & Jennifer Hoolachan, 2020. "‘Generation rent’ and the emotions of private renting: self-worth, status and insecurity amongst low-income renters," Housing Studies, Taylor & Francis Journals, vol. 35(8), pages 1468-1487, September.
    21. De Wit, Ivo & van Dijk, Ronald, 2003. "The Global Determinants of Direct Office Real Estate Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 26(1), pages 27-45, January.
    22. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    23. Kim Hin David Ho & Faishal bin Ibrahim Muhammad, 2010. "Explaining the macro‐economy and retail real estate sector dynamic interaction between prime and suburban retail real estate sectors," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 28(2), pages 77-108, March.
    24. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    25. Katrin B. Anacker, 2019. "Introduction: housing affordability and affordable housing," International Journal of Housing Policy, Taylor & Francis Journals, vol. 19(1), pages 1-16, January.
    26. Brent W. Ambrose, 1990. "An Analysis of the Factors Affecting Light Industrial Property Valuation," Journal of Real Estate Research, American Real Estate Society, vol. 5(3), pages 355-370.
    27. Sommer, Kamila & Sullivan, Paul & Verbrugge, Randal, 2013. "The equilibrium effect of fundamentals on house prices and rents," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 854-870.
    28. Omokolade Akinsomi & Nikiwe Mkhabela & Marimo Taderera, 2018. "The role of macro-economic indicators in explaining direct commercial real estate returns: evidence from South Africa," Journal of Property Research, Taylor & Francis Journals, vol. 35(1), pages 28-52, January.
    29. Jian Yang & James Kolari & Insik Min, 2003. "Stock market integration and financial crises: the case of Asia," Applied Financial Economics, Taylor & Francis Journals, vol. 13(7), pages 477-486.
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