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How do housing markets comove with the financial system? Evidence from dynamic risk spillovers

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  • Duan, Kun
  • Shan, Shuwen
  • Huang, Yingying
  • Urquhart, Andrew

Abstract

This paper builds a dynamic risk spillover network to study how housing markets evolve with the financial system by using a time-varying parameter VAR (TVP-VAR) model. We propose theoretical arguments, supported by empirical findings drawn based on a comprehensive international dataset, to show that housing markets in the US and China are respectively the largest and least information transmitters in the spillover dynamics. Moreover, the cross-market risk spillover features an asymmetric pattern that housing markets receive more information from the financial system, and spillover within housing markets is found to be stronger than that within the financial system. As for the spillover within the latter, the green asset and stock markets are shown to be the two largest sources of information transmission. Our results should be of interest to stakeholders and policy makers regarding the crucial role of the housing market in risk management toward financial stability.

Suggested Citation

  • Duan, Kun & Shan, Shuwen & Huang, Yingying & Urquhart, Andrew, 2025. "How do housing markets comove with the financial system? Evidence from dynamic risk spillovers," Research in International Business and Finance, Elsevier, vol. 77(PB).
    • Handle: RePEc:eee:riibaf:v:77:y:2025:i:pb:s0275531925002430
    DOI: 10.1016/j.ribaf.2025.102987
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    1. Cerutti, Eugenio & Dagher, Jihad & Dell'Ariccia, Giovanni, 2017. "Housing finance and real-estate booms: A cross-country perspective," Journal of Housing Economics, Elsevier, vol. 38(C), pages 1-13.
    2. Karl Case & John Quigley, 2008. "How Housing Booms Unwind: Income Effects, Wealth Effects, and Feedbacks through Financial Markets," European Journal of Housing Policy, Taylor and Francis Journals, vol. 8(2), pages 161-180.
    3. Beltratti, Andrea & Morana, Claudio, 2010. "International house prices and macroeconomic fluctuations," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 533-545, March.
    4. Huang, Yingying & Duan, Kun & Urquhart, Andrew, 2023. "Time-varying dependence between Bitcoin and green financial assets: A comparison between pre- and post-COVID-19 periods," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    5. Andrea Bucci, 2020. "Realized Volatility Forecasting with Neural Networks," Journal of Financial Econometrics, Oxford University Press, vol. 18(3), pages 502-531.
    6. Mensi, Walid & Hammoudeh, Shawkat & Al-Jarrah, Idries Mohammad Wanas & Sensoy, Ahmet & Kang, Sang Hoon, 2017. "Dynamic risk spillovers between gold, oil prices and conventional, sustainability and Islamic equity aggregates and sectors with portfolio implications," Energy Economics, Elsevier, vol. 67(C), pages 454-475.
    7. Dai, Zhifeng & Zhu, Haoyang & Zhang, Xinhua, 2022. "Dynamic spillover effects and portfolio strategies between crude oil, gold and Chinese stock markets related to new energy vehicle," Energy Economics, Elsevier, vol. 109(C).
    8. Hashmi, Shabir Mohsin & Chang, Bisharat Hussain & Huang, Liangfang & Uche, Emmanuel, 2022. "Revisiting the relationship between oil prices, exchange rate, and stock prices: An application of quantile ARDL model," Resources Policy, Elsevier, vol. 75(C).
    9. Xiao, Zhijie & Koenker, Roger, 2009. "Conditional Quantile Estimation for Generalized Autoregressive Conditional Heteroscedasticity Models," Journal of the American Statistical Association, American Statistical Association, vol. 104(488), pages 1696-1712.
    10. Fischer, Stanley & Merton, Robert C., 1984. "Macroeconomics and finance: The role of the stock market," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 21(1), pages 57-108, January.
    11. Aviral Kumar Tiwari & Christophe André & Rangan Gupta, 2020. "Spillovers between US real estate and financial assets in time and frequency domains," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 38(6), pages 525-537, April.
    12. Duan, Kun & Zhao, Yanqi & Wang, Zhong & Chang, Yujia, 2023. "Asymmetric spillover from Bitcoin to green and traditional assets: A comparison with gold," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1397-1417.
    13. Fasanya, Ismail O. & Oliyide, Johnson A. & Adekoya, Oluwasegun B. & Agbatogun, Taofeek, 2021. "How does economic policy uncertainty connect with the dynamic spillovers between precious metals and bitcoin markets?," Resources Policy, Elsevier, vol. 72(C).
    14. Ahelegbey, Daniel Felix & Giudici, Paolo & Hashem, Shatha Qamhieh, 2021. "Network VAR models to measure financial contagion," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    15. Cesa-Bianchi, Ambrogio, 2013. "Housing cycles and macroeconomic fluctuations: A global perspective," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 215-238.
    16. Su, Chi-Wei & Pang, Li-Dong & Qin, Meng & Lobonţ, Oana-Ramona & Umar, Muhammad, 2023. "The spillover effects among fossil fuel, renewables and carbon markets: Evidence under the dual dilemma of climate change and energy crises," Energy, Elsevier, vol. 274(C).
    17. Reboredo, Juan C., 2018. "Green bond and financial markets: Co-movement, diversification and price spillover effects," Energy Economics, Elsevier, vol. 74(C), pages 38-50.
    18. Hong, Yongmiao & Liu, Yanhui & Wang, Shouyang, 2009. "Granger causality in risk and detection of extreme risk spillover between financial markets," Journal of Econometrics, Elsevier, vol. 150(2), pages 271-287, June.
    19. Wen, Danyan & Wang, Gang-Jin & Ma, Chaoqun & Wang, Yudong, 2019. "Risk spillovers between oil and stock markets: A VAR for VaR analysis," Energy Economics, Elsevier, vol. 80(C), pages 524-535.
    20. Arif, Muhammad & Hasan, Mudassar & Alawi, Suha M. & Naeem, Muhammad Abubakr, 2021. "COVID-19 and time-frequency connectedness between green and conventional financial markets," Global Finance Journal, Elsevier, vol. 49(C).
    21. Carvallo, Oscar & Pagliacci, Carolina, 2016. "Macroeconomic shocks, bank stability and the housing market in Venezuela," Emerging Markets Review, Elsevier, vol. 26(C), pages 174-196.
    22. Dimitrios Gounopoulos & Kyriaki Kosmidou & Dimitrios Kousenidis & Victoria Patsika, 2019. "The investigation of the dynamic linkages between real estate market and stock market in Greece," The European Journal of Finance, Taylor & Francis Journals, vol. 25(7), pages 647-669, May.
    23. Henriques, Irene & Sadorsky, Perry, 2008. "Oil prices and the stock prices of alternative energy companies," Energy Economics, Elsevier, vol. 30(3), pages 998-1010, May.
    24. Guonan Ma & Robert N McCauley, 2008. "Efficacy Of China'S Capital Controls: Evidence From Price And Flow Data," Pacific Economic Review, Wiley Blackwell, vol. 13(1), pages 104-123, February.
    25. Iacoviello, Matteo & Minetti, Raoul, 2008. "The credit channel of monetary policy: Evidence from the housing market," Journal of Macroeconomics, Elsevier, vol. 30(1), pages 69-96, March.
    26. Duan, Kun & Zhang, Liya & Chen, Shuyun & Urquhart, Andrew, 2025. "Heterogeneous housing bubbles and monetary policy," International Review of Financial Analysis, Elsevier, vol. 103(C).
    27. Toparlı, Elif Akay & Çatık, Abdurrahman Nazif & Balcılar, Mehmet, 2019. "The impact of oil prices on the stock returns in Turkey: A TVP-VAR approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
    28. Yu Wang & Lei Liu, 2016. "Spillover effect in Asian financial markets: A VAR-structural GARCH analysis," China Finance Review International, Emerald Group Publishing Limited, vol. 6(2), pages 150-176, May.
    29. Román Ferrer & Rafael Benítez & Vicente J. Bolós, 2021. "Interdependence between Green Financial Instruments and Major Conventional Assets: A Wavelet-Based Network Analysis," Mathematics, MDPI, vol. 9(8), pages 1-20, April.
    30. Eun, Cheol S. & Shim, Sangdal, 1989. "International Transmission of Stock Market Movements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(2), pages 241-256, June.
    31. Yunus, Nafeesa, 2015. "Trends and convergence in global housing markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 100-112.
    32. repec:eme:ijhma0:ijhma-05-2020-0055 is not listed on IDEAS
    33. Kumar, Surender & Managi, Shunsuke & Matsuda, Akimi, 2012. "Stock prices of clean energy firms, oil and carbon markets: A vector autoregressive analysis," Energy Economics, Elsevier, vol. 34(1), pages 215-226.
    34. Liow, Kim Hiang & Huang, Yuting & Song, Jeonseop, 2019. "Relationship between the United States housing and stock markets: Some evidence from wavelet analysis," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    35. Alexander, Carol & Lazar, Emese & Stanescu, Silvia, 2013. "Forecasting VaR using analytic higher moments for GARCH processes," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 36-45.
    36. J Coakley, 1994. "The Integration of Property and Financial Markets," Environment and Planning A, , vol. 26(5), pages 697-713, May.
    37. Dan Nie & Yanbin Li & Xiyu Li, 2021. "Dynamic Spillovers and Asymmetric Spillover Effect between the Carbon Emission Trading Market, Fossil Energy Market, and New Energy Stock Market in China," Energies, MDPI, vol. 14(19), pages 1-22, October.
    38. Damianov, Damian S. & Elsayed, Ahmed H., 2018. "On the transmission of spillover risks between the housing market, the mortgage and equity REITs markets, and the stock market," Finance Research Letters, Elsevier, vol. 27(C), pages 193-200.
    39. Naeem, Muhammad Abubakr & Karim, Sitara & Uddin, Gazi Salah & Junttila, Juha, 2022. "Small fish in big ponds: Connections of green finance assets to commodity and sectoral stock markets," International Review of Financial Analysis, Elsevier, vol. 83(C).
    40. Ren, Xiaohang & Li, Wenqi & Duan, Kun & Urquhart, Andrew, 2025. "Carbon risk and debt financing: An international perspective," Journal of International Money and Finance, Elsevier, vol. 153(C).
    41. Du, Limin & He, Yanan, 2015. "Extreme risk spillovers between crude oil and stock markets," Energy Economics, Elsevier, vol. 51(C), pages 455-465.
    42. Bertrand Candelon & Sessi Tokpavi, 2016. "A Nonparametric Test for Granger Causality in Distribution With Application to Financial Contagion," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(2), pages 240-253, April.
    43. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Gabauer, David & Dwumfour, Richard Adjei, 2022. "Dynamic spillover effects among green bond, renewable energy stocks and carbon markets during COVID-19 pandemic: Implications for hedging and investments strategies," Global Finance Journal, Elsevier, vol. 51(C).
    44. Kim Liow & Kim Ho & Muhammad Ibrahim & Ziwei Chen, 2009. "Correlation and Volatility Dynamics in International Real Estate Securities Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 39(2), pages 202-223, August.
    45. Antonakakis, Nikolaos & Floros, Christos, 2016. "Dynamic interdependencies among the housing market, stock market, policy uncertainty and the macroeconomy in the United Kingdom," International Review of Financial Analysis, Elsevier, vol. 44(C), pages 111-122.
    46. Andrew J. Patton & Kevin Sheppard, 2015. "Good Volatility, Bad Volatility: Signed Jumps and The Persistence of Volatility," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 683-697, July.
    47. Reboredo, Juan C., 2015. "Is there dependence and systemic risk between oil and renewable energy stock prices?," Energy Economics, Elsevier, vol. 48(C), pages 32-45.
    48. Rabeh Khalfaoui & Sami Ben Jabeur & Buhari Dogan, 2022. "The spillover effects and connectedness among green commodities, Bitcoins, and US stock markets: Evidence from the quantile VAR network," Post-Print hal-03797573, HAL.
    49. Li, Jingpeng & Umar, Muhammad & Huo, Jiale, 2023. "The spillover effect between Chinese crude oil futures market and Chinese green energy stock market," Energy Economics, Elsevier, vol. 119(C).
    50. Hardik Marfatia, 2020. "Time-frequency linkages of international housing markets and macroeconomic drivers," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 14(4), pages 652-679, November.
    51. Wei, Yu & Zhang, Jiahao & Bai, Lan & Wang, Yizhi, 2023. "Connectedness among El Niño-Southern Oscillation, carbon emission allowance, crude oil and renewable energy stock markets: Time- and frequency-domain evidence based on TVP-VAR model," Renewable Energy, Elsevier, vol. 202(C), pages 289-309.
    52. Yu Wang & Lei Liu, 2016. "Spillover effect in Asian financial markets: A VAR-structural GARCH analysis," China Finance Review International, Emerald Group Publishing Limited, vol. 6(2), pages 150-176, May.
    53. Olan Henry, 1998. "Modelling the asymmetry of stock market volatility," Applied Financial Economics, Taylor & Francis Journals, vol. 8(2), pages 145-153.
    54. Younis, Ijaz & Shah, Waheed Ullah & Yousaf, Imran, 2023. "Static and dynamic linkages between oil, gold and global equity markets in various crisis episodes: Evidence from the Wavelet TVP-VAR," Resources Policy, Elsevier, vol. 80(C).
    55. Hahn Shik Lee & Woo Suk Lee, 2018. "Housing market volatility connectedness among G7 countries," Applied Economics Letters, Taylor & Francis Journals, vol. 25(3), pages 146-151, February.
    56. Anita CEH CASNI & Maruska VIZEK, 2014. "Interactions between Real Estate and Equity Markets: an Investigation of Linkages in Developed and Emerging Countries," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 64(2), pages 100-119, March.
    57. Bessler, David A. & Yang, Jian, 2003. "The structure of interdependence in international stock markets," Journal of International Money and Finance, Elsevier, vol. 22(2), pages 261-287, April.
    58. Kenny, Geoff, 1999. "Modelling the demand and supply sides of the housing market: evidence from Ireland1," Economic Modelling, Elsevier, vol. 16(3), pages 389-409, August.
    59. Kim Hiang Liow, 2014. "The dynamics of return co-movements and volatility spillover effects in Greater China public property markets and international linkages," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 32(6), pages 610-641, August.
    60. Li, Xiao-Lin & Chang, Tsangyao & Miller, Stephen M. & Balcilar, Mehmet & Gupta, Rangan, 2015. "The co-movement and causality between the U.S. housing and stock markets in the time and frequency domains," International Review of Economics & Finance, Elsevier, vol. 38(C), pages 220-233.
    61. Balcılar, Mehmet & Demirer, Rıza & Hammoudeh, Shawkat & Nguyen, Duc Khuong, 2016. "Risk spillovers across the energy and carbon markets and hedging strategies for carbon risk," Energy Economics, Elsevier, vol. 54(C), pages 159-172.
    62. Kim Hiang Liow, 2014. "The dynamics of return co-movements and volatility spillover effects in Greater China public property markets and international linkages," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 32(6), pages 610-641, August.
    63. Xia, Tongshui & Yao, Chen-Xi & Geng, Jiang-Bo, 2020. "Dynamic and frequency-domain spillover among economic policy uncertainty, stock and housing markets in China," International Review of Financial Analysis, Elsevier, vol. 67(C).
    64. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    65. Wang, Xichen, 2025. "The quantile connectedness of the international housing market," Journal of International Money and Finance, Elsevier, vol. 152(C).
    66. Arthur Grimes & Sean Hyland, 2015. "Housing Markets And The Global Financial Crisis: The Complex Dynamics Of A Credit Shock," Contemporary Economic Policy, Western Economic Association International, vol. 33(2), pages 315-333, April.
    67. Okunev, John & Wilson, Patrick & Zurbruegg, Ralf, 2000. "The Causal Relationship between Real Estate and Stock Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 21(3), pages 251-261, November.
    68. Kim Hiang Liow & Shao Yue Angela, 2017. "Return and co-movement of major public real estate markets during global financial crisis," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 35(5), pages 489-508, August.
    69. Ji, Qiang & Bouri, Elie & Roubaud, David & Shahzad, Syed Jawad Hussain, 2018. "Risk spillover between energy and agricultural commodity markets: A dependence-switching CoVaR-copula model," Energy Economics, Elsevier, vol. 75(C), pages 14-27.
    70. Milcheva, Stanimira & Zhu, Bing, 2016. "Bank integration and co-movements across housing markets," Journal of Banking & Finance, Elsevier, vol. 72(S), pages 148-171.
    71. Nikolaos Antonakakis & Ioannis Chatziantoniou & David Gabauer, 2020. "Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions," JRFM, MDPI, vol. 13(4), pages 1-23, April.
    72. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Adekoya, Oluwasegun B. & Hammoudeh, Shawkat, 2023. "What do we know about the price spillover between green bonds and Islamic stocks and stock market indices?," Global Finance Journal, Elsevier, vol. 55(C).
    73. Susanna Toller & Anders Wadeskog & Göran Finnveden & Tove Malmqvist & Annica Carlsson, 2011. "Energy Use and Environmental Impacts of the Swedish Building and Real Estate Management Sector," Journal of Industrial Ecology, Yale University, vol. 15(3), pages 394-404, June.
    74. Lorente, Daniel Balsalobre & Mohammed, Kamel Si & Cifuentes-Faura, Javier & Shahzad, Umer, 2023. "Dynamic connectedness among climate change index, green financial assets and renewable energy markets: Novel evidence from sustainable development perspective," Renewable Energy, Elsevier, vol. 204(C), pages 94-105.
    75. Balcilar, Mehmet & Gabauer, David & Umar, Zaghum, 2021. "Crude Oil futures contracts and commodity markets: New evidence from a TVP-VAR extended joint connectedness approach," Resources Policy, Elsevier, vol. 73(C).
    76. Ansaram, Karishma & Petitjean, Mikael, 2024. "A global perspective on the nexus between energy and stock markets in light of the rise of renewable energy," Energy Economics, Elsevier, vol. 131(C).
    77. Nikolaos Antonakakis & Christophe Andre & Rangan Gupta, 2016. "Dynamic Spillovers in the United States: Stock Market, Housing, Uncertainty, and the Macroeconomy," Southern Economic Journal, Southern Economic Association, vol. 83(2), pages 609-624, October.
    78. Wang, Yudong & Ma, Feng & Wei, Yu & Wu, Chongfeng, 2016. "Forecasting realized volatility in a changing world: A dynamic model averaging approach," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 136-149.
    79. Han, Yang & Zhang, Haotian & Zhao, Yong, 2021. "Structural evolution of real estate industry in China: 2002-2017," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 45-56.
    80. Reboredo, Juan C. & Rivera-Castro, Miguel A. & Ugolini, Andrea, 2016. "Downside and upside risk spillovers between exchange rates and stock prices," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 76-96.
    81. Martin Hoesli & Kustrim Reka, 2013. "Volatility Spillovers, Comovements and Contagion in Securitized Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 47(1), pages 1-35, July.
    82. Matteo Iacoviello & Stefano Neri, 2010. "Housing Market Spillovers: Evidence from an Estimated DSGE Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 125-164, April.
    83. Agnello, Luca & Castro, Vitor & Sousa, Ricardo M., 2018. "Economic Activity, Credit Market Conditions, And The Housing Market," Macroeconomic Dynamics, Cambridge University Press, vol. 22(7), pages 1769-1789, October.
    84. Kivedal, Bjørnar Karlsen, 2013. "Testing for rational bubbles in the US housing market," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 369-381.
    85. Chen, Pu & Semmler, Willi, 2018. "Financial stress, regime switching and spillover effects: Evidence from a multi-regime global VAR model," Journal of Economic Dynamics and Control, Elsevier, vol. 91(C), pages 318-348.
    86. Nikolaos Antonakakis & Christophe André & Rangan Gupta, 2016. "Dynamic Spillovers in the United States: Stock Market, Housing, Uncertainty, and the Macroeconomy," Southern Economic Journal, John Wiley & Sons, vol. 83(2), pages 609-624, October.
    87. Rahman, Sajjadur, 2022. "The asymmetric effects of oil price shocks on the U.S. stock market," Energy Economics, Elsevier, vol. 105(C).
    88. Martínez-García, Enrique & Grossman, Valerie, 2020. "Explosive dynamics in house prices? An exploration of financial market spillovers in housing markets around the world," Journal of International Money and Finance, Elsevier, vol. 101(C).
    89. Sepehrdoust, Hamid & Ahmadvand, Shokoufeh & Mirzaei, Nesa, 2022. "Impact of information, communication technology and housing industry on financial market development," Technology in Society, Elsevier, vol. 69(C).
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