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How does real estate market react to the iron ore boom in Australian capital cities?

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Abstract

This study concentrates on the dynamic response of housing markets to the changes in iron ore price by using the quantile-on-quantile regression method. Because iron ore production is highly geographically concentrated, we provide a more precise empirical analysis at the regional level. The results indicate that the iron ore price in most quantiles has a positive effect on the housing price in Perth because it benefits from the mining boom. However, once iron ore is exhausted, the real estate market will fail to drive the whole economy. The negative relationships between iron ore price in low quantiles and housing price are found in Adelaide and Hobart. In other regions, such as Sydney, Melbourne, Canberra and Darwin, housing prices are positively affected by iron ore prices in low quantiles and turn to negative in relative higher quantiles. This difference is attributed to resource endowment and labor mobility, as well as local policy orientation. Furthermore, the robustness test proves the credibility of the results when considering the endogeneity issue. The findings may deliver the reference that better management of real estate markets throughout a resource cycle, particularly in light of the mining industry with greater geopolitical shocks, could result in better socioeconomic outcomes for Australia.

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Notes

  1. Sourced from the Geoscience Australia. Available at: https://www.ga.gov.au/digital-publication/aimr2020/value-of-australian-mineral-exports.

  2. Sourced from the Geoscience Australia. Available at: https://www.ga.gov.au/data-pubs/data-and-publications-search/publications/australian-minerals-resource-assessment/iron-ore.

  3. Sourced from International housing affordability survey. Available at: http://www.demographia.com/dhi.pdf

  4. Following Kilian and Park (2009), information on global real activity is constructed using an index related to a panel of cargo ocean shipping freight rates, based on the argument global aggregate demand is well reflected by strong global demand for industrial commodities, which in turn affects the demand for shipping and thus shipping rates. These data are sourced from https://www.dallasfed.org/research/igrea.

References

  • Akbar D, Rolfe J, Kabir SZ (2013) Predicting impacts of major projects on housing prices in resource based towns with a case study application to Gladstone, Australia. Res Policy 38(4):481–489

    Article  Google Scholar 

  • Akimov A, Stevenson S, Young J (2015) Synchronisation and commonalities in metropolitan housing market cycles. Urban Stud 52(9):1665–1682

    Article  Google Scholar 

  • Allcott H, Keniston D (2018) Dutch disease or agglomeration? The local economic effects of natural resource booms in modern America. Rev Econ Stud 85(2):695–731

    Article  Google Scholar 

  • Al-Masum MA, Lee CL (2019) Modelling housing prices and market fundamentals: evidence from the Sydney housing market. Int J Hous Markets Anal 12:746–762

    Article  Google Scholar 

  • Almutairi H, El-Sakka MIT (2016) Determinants of housing prices in an oil based economy. Asian Econ Financ Rev 6(5):247–260

    Article  Google Scholar 

  • Barsky RB, Kilian L (2001) Do we really know that oil caused the great stagflation? A monetary alternative. NBER Macroecon Ann 16:137–183

    Article  Google Scholar 

  • Barsky RB, Kilian L (2004) Oil and the macroeconomy since the 1970s. J Econ Perspect 18(4):115–134

    Article  Google Scholar 

  • Baur DG, Heaney R (2017) Bubbles in the Australian housing market. Pacific-Basin Financ J 44:113–126

    Article  Google Scholar 

  • Bhattacharyya S (2021) Commodity boom-bust cycles and the resource curse in Australia: 1900 to 2007. Aust Econ Hist Rev 61(2):186–203

    Article  Google Scholar 

  • Brocker M, Hanes C (2014) The 1920s American real estate boom and the downturn of the great depression: evidence from city cross-sections. University of Chicago Press, pp 161–202

    Google Scholar 

  • Brueckner M, Durey A, Mayes R, Pforr C (2013) The mining boom and western Australia’s changing landscape: towards sustainability or business as usual? Rural Soc 22(2):111–124

    Article  Google Scholar 

  • Brunnschweiler CN (2008) Cursing the blessings? Natural resource abundance, institutions, and economic growth. World Develop 36(3):399–419

    Article  Google Scholar 

  • Campbell JY, Cocco JF (2007) How do house prices affect consumption? Evidence from micro data. J Monet Econ 54(3):591–621

    Article  Google Scholar 

  • Campbell M, Nel V, Mphambukeli T (2017) A thriving coal mining city in crisis? The governance and spatial planning challenges at Witbank, South Africa. Land Use Policy 62:223–231

    Article  Google Scholar 

  • Caporin M, Gupta R, Ravazzolo F (2021) Contagion between real estate and financial markets: a Bayesian quantile-on-quantile approach. North Am J Econ Financ 55:101347

    Article  Google Scholar 

  • Carson D, Schmallegger D, Harwood S (2010) A city for the temporary? Political economy and urban planning in Darwin, Australia. Urban Policy Res 28(3):293–310

    Article  Google Scholar 

  • Cattaneo C, Manera M, Scarpa E (2011) Industrial coal demand in China: a provincial analysis. Res Energy Econ 33(1):12–35

    Article  Google Scholar 

  • Chang KL, Leung CKY (2022) How did the asset markets change after the global financial crisis? Handbook of real estate and macroeconomics. Edward Elgar Publishing, pp 312–336

    Chapter  Google Scholar 

  • Chang KL, Chen NK, Leung CKY (2011) Monetary policy, term structure and asset return: comparing REIT, housing and stock. J Real Estate Financ Econ 43(1):221–257

    Article  Google Scholar 

  • Chen NK, Cheng HL (2017) House price to income ratio and fundamentals: evidence on long-horizon forecastability. Pacific Econ Rev 22(3):293–311

    Article  Google Scholar 

  • Chen NK, Leung CKY (2008) Asset price spillover, collateral and crises: with an application to property market policy. J Real Estate Financ Econ 37(4):351–385

    Article  Google Scholar 

  • Chen NK, Wang HJ (2007) The procyclical leverage effect of collateral value on bank loans—evidence from the transaction data of Taiwan. Econ Inq 45(2):395–406

    Article  Google Scholar 

  • Chen Y, Yang S (2021) Time-varying effect of international iron ore price on China’s inflation: a complete price chain with TVP-SVAR-SV model. Res Policy 73:102200

    Article  Google Scholar 

  • Chen NK, Cheng HL, Chu HL (2015) Asset price and monetary policy: the effect of expectations formation. Oxford Econ Pap 67(2):380–405

    Article  Google Scholar 

  • Cheng HL, Chen NK (2021) A study of financial cycles and the macroeconomy in Taiwan. Emp Econ 61(4):1749–1778

    Article  Google Scholar 

  • Coddington K (2016) Intimate economies of ambiguity and erasure: Darwin as Australia’s 2011–2012 ‘capital of detention.’ Intimate economies of immigration detention. Routledge, pp 140–154

    Chapter  Google Scholar 

  • Connell-Variy T, McGough T (2020) An examination of house price movements in Queensland resource communities. Pac Rim Prop Res J 26(2):173–186

    Google Scholar 

  • Duan K, Ren X, Shi Y, Mishra T, Yan C (2021) The marginal impacts of energy prices on carbon price variations: evidence from a quantile-on-quantile approach. Energy Econ 95:105131

    Article  Google Scholar 

  • Ellem B, Tonts M (2018) The global commodities boom and the reshaping of regional economies: the Australian experience. Aust Geogr 49(3):383–395

    Article  Google Scholar 

  • Etienne XL (2017) Irrational exuberance in the Chinese iron ore market? Appl Econ Lett 24(16):1161–1166

    Article  Google Scholar 

  • Gan J (2007) Collateral, debt capacity, and corporate investment: evidence from a natural experiment. J Financ Econ 85(3):709–734

    Article  Google Scholar 

  • Gan J (2007) The real effects of asset market bubbles: loan-and firm-level evidence of a lending channel. Rev Financ Stud 20(6):1941–1973

    Article  Google Scholar 

  • Gelb AH (1988) Oil windfalls: blessing or curse? Oxford University Press

    Google Scholar 

  • Goodman J (2008) The minerals boom and Australia’s resource curse. J Aust Polit Econ 61:201–219

    Google Scholar 

  • Green RK (2022) Is housing still the business cycle? Perhaps not. Handbook of real estate and macroeconomics. Edward Elgar Publishing, pp 269–283

    Chapter  Google Scholar 

  • Gueye GN (2021) Pitfalls in the cointegration analysis of housing prices with the macroeconomy: evidence from OECD countries. J Hous Econ 51:101748

    Article  Google Scholar 

  • He C, La Cava G (2020) The distributional effects of monetary policy: Evidence from local housing markets (No. rdp2020-02). Reserve Bank of Australia

  • Idrovo-Aguirre BJ, Contreras-Reyes JE (2021) The response of housing construction to a copper price shock in Chile (2009–2020). Economies 9(3):98

    Article  Google Scholar 

  • Issah FD (2021) The impact of the boom and slump of oil prices on the housing market in Sekondi-Takoradi Ghana’s oil city. Extr Ind Soc 8:100998

    Google Scholar 

  • Ivanova G, Rolfe J, Lockie S, Timmer V (2007) Assessing social and economic impacts associated with changes in the coal mining industry in the Bowen Basin, Queensland, Australia. Manag Environ Qual Int J

  • Jin Y, Leung CKY, Zeng Z (2012) Real estate, the external finance premium and business investment: a quantitative dynamic general equilibrium analysis. Real Estate Econ 40(1):167–195

    Article  Google Scholar 

  • Kehrig M, Ziebarth NL (2017) The effects of the real oil price on regional wage dispersion. Am Econ J Macroecon 9(2):115–48

    Article  Google Scholar 

  • Kilian L, Park C (2009) The impact of oil price shocks on the US stock market. Int Econ Rev 50(4):1267–1287

    Article  Google Scholar 

  • Kolala C, Polyakov M, Fogarty J (2020) Impacts of mining on property values in Kalgoorlie-Boulder, Western Australia. Res Policy 68:101777

    Article  Google Scholar 

  • Larson WD, Zhao W (2020) Oil prices and urban housing demand. Real Estate Econ 48(3):808–849

    Article  Google Scholar 

  • Lawrie M, Tonts M, Plummer P (2011) Boomtowns, resource dependence and socio-economic well-being. Aust Geogr 42(2):139–164

    Article  Google Scholar 

  • Lee, C. L. (2009). Housing price volatility and its determinants. International Journal of Housing Markets and Analysis.

  • Leung CKY (2007) Equilibrium correlations of asset price and return. J Real Estate Financ Econ 34(2):233–256

    Article  Google Scholar 

  • Leung CKY (2014) Error correction dynamics of house prices: an equilibrium benchmark. J Hous Econ 25:75–95

    Article  Google Scholar 

  • Leung CKY, Ng CYJ (2019) Macroeconomic aspects of housing. Oxford Research Encyclopedia of Economics and Finance. Oxford University Press

    Google Scholar 

  • Leung CKY, Teo WL (2011) Should the optimal portfolio be region-specific? A multi-region model with monetary policy and asset price co-movements. Reg Sci Urban Econ 41(3):293–304

    Article  Google Scholar 

  • Leung CKY, Shi S, Tang ECH (2013) Commodity house prices. Region Sci Urban Econ 43(6):875–887

    Article  Google Scholar 

  • Li ZZ, Su CW, Tao R (2021) Does gender matter for the unemployment hysteresis effect among Asian countries? Int J Manpow 42(8):1527–1544

    Article  Google Scholar 

  • Li ZZ, Li RYM, Malik MY, Murshed M, Khan Z, Umar M (2021) Determinants of carbon emission in China: how good is green investment? Sustain Prod Consum 27:392–401

    Article  Google Scholar 

  • Li ZZ, Su CW, Chang T, Lobonţ OR (2022) Policy-driven or market-driven? Evidence from steam coal price bubbles in China. Res Policy 78:102878

    Article  Google Scholar 

  • Lockie S, Franettovich M, Petkova-Timmer V, Rolfe J, Ivanova G (2009) Coal mining and the resource community cycle: A longitudinal assessment of the social impacts of the Coppabella coal mine. Environ Impact Assess Rev 29(5):330–339

    Article  Google Scholar 

  • Mckenzie FH, Phillips R, Rowley S, Brereton D, Birdsall-Jones C (2009) Housing market dynamics in resource boom towns, AHURI final report no. 135. Australian Housing and Urban Research Institute, AHURI Western Australia Research Centre, Perth

  • Ng JCY (2022) International macroeconomic aspect of housing. Handbook of real estate and macroeconomics. Edward Elgar Publishing, pp 284–311

    Google Scholar 

  • OECD (2015) Focus on house prices. Available at http://www.oecd.org/eco/outlook/focusonhouseprices.htm

  • Phibbs P, Gurran N (2021) The role and significance of planning in the determination of house prices in Australia: recent policy debates. Environ Plan A Econ Space 53(3):457–479

    Article  Google Scholar 

  • Salisu AA, Adediran IA (2019) Assessing the inflation hedging potential of coal and iron ore in Australia. Res Policy 63:101410

    Article  Google Scholar 

  • Sheng X, Marfatia HA, Gupta R, Ji Q (2021) House price synchronization across the US states: the role of structural oil shocks. North Am J Econ Financ 56:101372

    Article  Google Scholar 

  • Shi S, Valadkhani A, Smyth R, Vahid F (2016) Dating the timeline of house price bubbles in Australian capital cities. Econ Record 92(299):590–605

    Article  Google Scholar 

  • Sim N, Zhou H (2015) Oil prices, US stock return, and the dependence between their quantiles. J Bank Financ 55:1–8

    Article  Google Scholar 

  • Steele J (2014) How Australia’s mining boom spurred on Perth’s property market, Financial Times, April 11. Available at http://www.ft.com/intl/cms/s/2/0fe89674-bb1b-11e3-948c-00144feabdc0.html

  • Su CW, Li ZZ, Chang HL, Lobonţ OR (2017) When will occur the crude oil bubbles? Energy Policy 102:1–6

    Article  Google Scholar 

  • Su CW, Khan K, Umar M, Zhang W (2021) Does renewable energy redefine geopolitical risks? Energy Policy 158(6):112566

    Article  Google Scholar 

  • Su CW, Meng XL, Tao R, Umar M (2021b) Policy turmoil in China: a barrier for FDI flows? Int J Emerg Markets

  • Takyiwa JA (2014) Oil discovery, in-migration and infrastructural challenges in the Sekondi-Takoradi Metropolis (Doctoral dissertation, University Of Ghana)

  • Tao R, Su CW, Naqvi B, Rizvi SKA (2022) Can Fintech development pave the way for a transition towards low-carbon economy: a global perspective. Technol Forecast Soc Change 174:121278

    Article  Google Scholar 

  • Tsatsaronis K, Zhu H (2004) What drives housing price dynamics: cross-country evidence. BIS Quarterly Review, March

  • Tu Y (2000) Segmentation of Australian housing markets: 1989–98. J Prop Res 17(4):311–327

    Article  Google Scholar 

  • Valadkhani A, Costello G, Ratti R (2016) House price cycles in Australia’s four largest capital cities. Econ Anal Policy 52:11–22

    Article  Google Scholar 

  • Wang S, Li Z, Zhang H (2021) Does female labor share reduce embodied carbon in trade? Environ Sci Pollut Res 28(7):8246–8257

    Article  Google Scholar 

  • Williams G, Nikijuluw R (2020) Economic and social indicators between coal mining LGAs and non-coal mining LGAs in regional Queensland, Australia. Res Policy 67:101688

    Article  Google Scholar 

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National Social Science Fund of China, 20BJY021, Chi Wei Su.

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Li, Z.Z., Su, CW. How does real estate market react to the iron ore boom in Australian capital cities?. Ann Reg Sci 71, 517–537 (2023). https://doi.org/10.1007/s00168-022-01179-x

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