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Volatility transmission in the property market during two inflationary periods: The 2008–2009 global financial crisis and the COVID-19 crisis

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  • Aljohani, Bader M.
  • Fadul, Abubaker
  • Asiri, Maram S.
  • Alkhathami, Abdulrahman D.
  • Hasan, Fakhrul

Abstract

This research paper investigates the changes in correlation patterns of volatility between the UK and US property markets and other global markets during periods of inflation. We use the global financial crisis (GFC) and the COVID-19 crisis as proxies for two inflationary periods. Our data set consists of the period between April 11, 2007, to April 4, 2022. We apply a bivariate Dynamic Conditional Correlation (DCC) and a Generalized Autoregressive Conditional Heteroskedasticity (GARCH) model to explain the time-varying correlation between UK and US property markets and other global property markets. According to our analysis, there is a sizable time-varying link between the real estate markets in our sample. Additionally, we discover that the GFC and COVID-19 exhibit different relationships with UK and US real estate market indices.

Suggested Citation

  • Aljohani, Bader M. & Fadul, Abubaker & Asiri, Maram S. & Alkhathami, Abdulrahman D. & Hasan, Fakhrul, 2024. "Volatility transmission in the property market during two inflationary periods: The 2008–2009 global financial crisis and the COVID-19 crisis," Research in International Business and Finance, Elsevier, vol. 70(PB).
    • Handle: RePEc:eee:riibaf:v:70:y:2024:i:pb:s027553192400206x
    DOI: 10.1016/j.ribaf.2024.102413
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    1. Bijoy Chandra Das & Fakhrul Hasan & Soma Rani Sutradhar, 2024. "The impact of economic policy uncertainty and inflation risk on corporate cash holdings," Review of Quantitative Finance and Accounting, Springer, vol. 62(3), pages 865-887, April.
    2. Pancotto, Livia & ap Gwilym, Owain & Williams, Jonathan, 2019. "The European Bank Recovery and Resolution Directive: A market assessment," Journal of Financial Stability, Elsevier, vol. 44(C).
    3. Qiming Liu & Zhenya Liu & Yuhao Mu & Faten Moussa, 2024. "International Capital Flow in a Period of High Inflation: The Case of China," Post-Print hal-04432406, HAL.
    4. Bardgett, Chris & Gourier, Elise & Leippold, Markus, 2019. "Inferring volatility dynamics and risk premia from the S&P 500 and VIX markets," Journal of Financial Economics, Elsevier, vol. 131(3), pages 593-618.
    5. Yudong Wang & Zhiyuan Pan & Chongfeng Wu, 2018. "Volatility spillover from the US to international stock markets: A heterogeneous volatility spillover GARCH model," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 37(3), pages 385-400, April.
    6. Brahim Gaies & Stéphane Goutte & Khaled Guesmi, 2019. "FDI, banking crises and growth: direct and spill over effects," Applied Economics Letters, Taylor & Francis Journals, vol. 26(20), pages 1655-1658, November.
    7. Ahnert, Toni & Georg, Co-Pierre, 2018. "Information contagion and systemic risk," Journal of Financial Stability, Elsevier, vol. 35(C), pages 159-171.
    8. Sakurai, Yuji & Kurosaki, Tetsuo, 2020. "How has the relationship between oil and the US stock market changed after the Covid-19 crisis?," Finance Research Letters, Elsevier, vol. 37(C).
    9. Kinateder, Harald & Campbell, Ross & Choudhury, Tonmoy, 2021. "Safe haven in GFC versus COVID-19: 100 turbulent days in the financial markets," Finance Research Letters, Elsevier, vol. 43(C).
    10. Díaz, Fernando & Henríquez, Pablo A. & Winkelried, Diego, 2022. "Stock market volatility and the COVID-19 reproductive number," Research in International Business and Finance, Elsevier, vol. 59(C).
    11. Oscar V. De la Torre-Torres & Evaristo Galeana-Figueroa & José Álvarez-García, 2021. "A Markov-Switching VSTOXX Trading Algorithm for Enhancing EUR Stock Portfolio Performance," Mathematics, MDPI, vol. 9(9), pages 1-28, May.
    12. Grégory Claeys, 2020. "The European Central Bank in the COVID-19 crisis- whatever it takes, within its mandate," Bruegel Policy Contributions 36749, Bruegel.
    13. Yang, Yan-Hong & Shao, Ying-Hui, 2020. "Time-dependent lead-lag relationships between the VIX and VIX futures markets," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    14. Cheng, Xian & Zhao, Haichuan, 2019. "Modeling, analysis and mitigation of contagion in financial systems," Economic Modelling, Elsevier, vol. 76(C), pages 281-292.
    15. Ji, Qiang & Bouri, Elie & Roubaud, David, 2018. "Dynamic network of implied volatility transmission among US equities, strategic commodities, and BRICS equities," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 1-12.
    16. Akhtaruzzaman, Md & Boubaker, Sabri & Sensoy, Ahmet, 2021. "Financial contagion during COVID–19 crisis," Finance Research Letters, Elsevier, vol. 38(C).
    17. Ben Ameur, Hachmi & Le Fur, Eric, 2020. "Volatility transmission to the fine wine market," Economic Modelling, Elsevier, vol. 85(C), pages 307-316.
    18. 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.
    19. Goutte, Stéphane & Péran, Thomas & Porcher, Thomas, 2020. "The role of economic structural factors in determining pandemic mortality rates: Evidence from the COVID-19 outbreak in France," Research in International Business and Finance, Elsevier, vol. 54(C).
    20. Bhattacharjee, Arnab & Nguyen, David & Venables, Tony, 2020. "The Prospects For Regional Disparities In The Uk In Times Of Brexit And Covid-19," National Institute Economic Review, National Institute of Economic and Social Research, vol. 253, pages 1-3, August.
    21. Fakhrul Hasan & Basil Al-Najjar, 2024. "Exploring the connections: Dividend announcements, stock market returns, and major sporting events," Review of Quantitative Finance and Accounting, Springer, vol. 63(3), pages 889-923, October.
    22. Elie Bouri & David Gabauer & Rangan Gupta & Harald Kinateder, 2023. "Geopolitical Risk and Inflation Spillovers across European and North American Economies," Working Papers 202304, University of Pretoria, Department of Economics.
    23. Escobar-Anel, Marcos & Rastegari, Javad & Stentoft, Lars, 2020. "Affine multivariate GARCH models," Journal of Banking & Finance, Elsevier, vol. 118(C).
    24. Viral V Acharya & Lea Borchert & Maximilian Jager & Sascha Steffen, 2021. "Kicking the Can Down the Road: Government Interventions in the European Banking Sector," The Review of Financial Studies, Society for Financial Studies, vol. 34(9), pages 4090-4131.
    25. Mensi, Walid & Shahzad, Syed Jawad Hussain & Hammoudeh, Shawkat & Hkiri, Besma & Hamed Al Yahyaee, Khamis, 2019. "Long-run relationships between US financial credit markets and risk factors: Evidence from the quantile ARDL approach," Finance Research Letters, Elsevier, vol. 29(C), pages 101-110.
    26. Katsiampa, Paraskevi & Corbet, Shaen & Lucey, Brian, 2019. "Volatility spillover effects in leading cryptocurrencies: A BEKK-MGARCH analysis," Finance Research Letters, Elsevier, vol. 29(C), pages 68-74.
    27. Akhtaruzzaman, Md & Abdel-Qader, Waleed & Hammami, Helmi & Shams, Syed, 2021. "Is China a source of financial contagion?," Finance Research Letters, Elsevier, vol. 38(C).
    28. Charfeddine, Lanouar & Al Refai, Hisham, 2019. "Political tensions, stock market dependence and volatility spillover: Evidence from the recent intra-GCC crises," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    29. Sun-Yong Choi & Changsoo Hong, 2020. "Relationship between uncertainty in the oil and stock markets before and after the shale gas revolution: Evidence from the OVX, VIX, and VKOSPI volatility indices," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-26, May.
    30. Liu, Tangyong & Gong, Xu, 2020. "Analyzing time-varying volatility spillovers between the crude oil markets using a new method," Energy Economics, Elsevier, vol. 87(C).
    31. Catherine Kyrtsou & Dimitris Kugiumtzis & Angeliki Papana, 2019. "Further insights on the relationship between SP500, VIX and volume: a new asymmetric causality test," The European Journal of Finance, Taylor & Francis Journals, vol. 25(15), pages 1402-1419, October.
    32. Hou, Yang & Li, Steven & Wen, Fenghua, 2019. "Time-varying volatility spillover between Chinese fuel oil and stock index futures markets based on a DCC-GARCH model with a semi-nonparametric approach," Energy Economics, Elsevier, vol. 83(C), pages 119-143.
    33. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    34. Löffler, Gunter & Raupach, Peter, 2018. "Pitfalls in the Use of Systemic Risk Measures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(1), pages 269-298, February.
    35. Wang, Hui, 2019. "VIX and volatility forecasting: A new insight," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 533(C).
    36. Vo, Xuan Vinh & Ellis, Craig, 2018. "International financial integration: Stock return linkages and volatility transmission between Vietnam and advanced countries," Emerging Markets Review, Elsevier, vol. 36(C), pages 19-27.
    37. Bouri, Elie & Gabauer, David & Gupta, Rangan & Kinateder, Harald, 2023. "Global geopolitical risk and inflation spillovers across European and North American economies," Research in International Business and Finance, Elsevier, vol. 66(C).
    38. Tissaoui, Kais & Zaghdoudi, Taha, 2021. "Dynamic connectedness between the U.S. financial market and Euro-Asian financial markets: Testing transmission of uncertainty through spatial regressions models," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 481-492.
    39. Akhtaruzzaman, Md & Shamsuddin, Abul, 2016. "International contagion through financial versus non-financial firms," Economic Modelling, Elsevier, vol. 59(C), pages 143-163.
    40. Vaibhav Aggarwal & Adesh Doifode & Mrityunjay Kumar Tiwary, 2021. "Volatility spillover impact of FII and MF net equity flows on the Indian sectoral stock indices: recent evidence using BEKK-GARCH," International Journal of Indian Culture and Business Management, Inderscience Enterprises Ltd, vol. 22(3), pages 350-363.
    41. Broadstock, David C. & Cheng, Louis T.W., 2019. "Time-varying relation between black and green bond price benchmarks: Macroeconomic determinants for the first decade," Finance Research Letters, Elsevier, vol. 29(C), pages 17-22.
    42. Batten, Jonathan A. & Kinateder, Harald & Szilagyi, Peter G. & Wagner, Niklas F., 2017. "Can stock market investors hedge energy risk? Evidence from Asia," Energy Economics, Elsevier, vol. 66(C), pages 559-570.
    43. Luo, Jiawen & Wang, Shengquan, 2019. "The asymmetric high-frequency volatility transmission across international stock markets," Finance Research Letters, Elsevier, vol. 31(C), pages 104-109.
    44. Leal, Diego & Stanhouse, Bryan & Stock, Duane, 2020. "Estimating the term structure of corporate bond liquidity premiums: An analysis of default free bank bonds," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 67(C).
    45. Shahzad, Syed Jawad Hussain & Aloui, Chaker & Jammazi, Rania, 2020. "On the interplay between US sectoral CDS, stock and VIX indices: Fresh insights from wavelet approaches," Finance Research Letters, Elsevier, vol. 33(C).
    46. Saffet Akdag & Ömer İskenderoglu & Andrew Adewale Alola, 2020. "The volatility spillover effects among risk appetite indexes: insight from the VIX and the rise," Letters in Spatial and Resource Sciences, Springer, vol. 13(1), pages 49-65, April.
    47. Massaporn Cheuathonghua & Chaiyuth Padungsaksawasdi & Pattana Boonchoo & Jittima Tongurai, 2019. "Extreme spillovers of VIX fear index to international equity markets," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 33(1), pages 1-38, March.
    48. Liu, Qiming & Liu, Zhenya & Moussa, Faten & Mu, Yuhao, 2024. "International capital flow in a period of high inflation: The case of China," Research in International Business and Finance, Elsevier, vol. 67(PB).
    49. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    50. Cai, Jian & Eidam, Frederik & Saunders, Anthony & Steffen, Sascha, 2018. "Syndication, interconnectedness, and systemic risk," Journal of Financial Stability, Elsevier, vol. 34(C), pages 105-120.
    51. Baklaci, Hasan Fehmi & Aydoğan, Berna & Yelkenci, Tezer, 2020. "Impact of stock market trading on currency market volatility spillovers," Research in International Business and Finance, Elsevier, vol. 52(C).
    52. Onur Özdemir, 2022. "Cue the volatility spillover in the cryptocurrency markets during the COVID-19 pandemic: evidence from DCC-GARCH and wavelet analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-38, December.
    53. Shiferaw, Yegnanew A., 2019. "Time-varying correlation between agricultural commodity and energy price dynamics with Bayesian multivariate DCC-GARCH models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 526(C).
    54. Hassan, M. Kabir & Kamran, Muhammad & Djajadikerta, Hadrian Geri & Choudhury, Tonmoy, 2022. "Search for safe havens and resilience to global financial volatility: Response of GCC equity indexes to GFC and Covid-19," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    55. Gozgor, Giray & Lau, Chi Keung Marco & Bilgin, Mehmet Huseyin, 2016. "Commodity markets volatility transmission: Roles of risk perceptions and uncertainty in financial markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 35-45.
    56. Li, Xiafei & Guo, Qiang & Liang, Chao & Umar, Muhammad, 2023. "Forecasting gold volatility with geopolitical risk indices," Research in International Business and Finance, Elsevier, vol. 64(C).
    57. Dumitru Nicuşor Cărăuşu & Bogdan Florin Filip & Elena Cigu & Carmen Toderaşcu, 2018. "Contagion of Capital Markets in CEE Countries: Evidence from Wavelet Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(3), pages 618-641, February.
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    Keywords

    Inflation; Volatility; Global financial crisis; COVID-19; US; UK;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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