IDEAS home Printed from https://ideas.repec.org/p/fip/feddgw/369.html

Drilling Down: The Impact of Oil Price Shocks on Housing Prices

Author

Abstract

This paper investigates the impact of oil price shocks on house prices in the largest urban centers in Texas. We model their dynamic relationship taking into account demand- and supply-side housing fundamentals (personal disposable income per capita, long-term interest rates and rural land prices) as well as their varying dependence on oil activity. We show the following: 1) Oil price shocks have limited pass-through to house prices?the highest pass-through is found among the most oil-dependent cities where, after 20 quarters, the cumulative response of house prices is 21 percent of the cumulative effect on oil prices. Still, among less oil-dependent urban areas, the house price response to a one standard deviation oil price shock is economically significant and comparable in magnitude to the response to a one standard deviation income shock. 2) Omitting oil prices when looking at housing markets in oil-producing areas biases empirical inferences by substantially overestimating the effect of income shocks on house prices. 3) The empirical relationship linking oil price fluctuations to house prices has remained largely stable over time, in spite of the significant changes in Texas? oil sector with the onset of the shale revolution in the 2000s.

Suggested Citation

  • Valerie Grossman & Enrique Martínez García & Yongzhi Sun & Luis Torres, 2019. "Drilling Down: The Impact of Oil Price Shocks on Housing Prices," Globalization Institute Working Papers 369, Federal Reserve Bank of Dallas.
    • Handle: RePEc:fip:feddgw:369
    DOI: 10.24149/gwp369
    as

    Download full text from publisher

    File URL: https://www.dallasfed.org/~/media/documents/institute/wpapers/2019/0369.pdf
    File Function: Full text
    Download Restriction: no
    File URL: https://libkey.io/10.24149/gwp369?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    2. Clapp, John M & Rodriguez, Mauricio & Pace, R Kelley, 2001. "Residential Land Values and the Decentralization of Jobs," The Journal of Real Estate Finance and Economics, Springer, vol. 22(1), pages 43-61, January.
    3. repec:aen:journl:ej34-2-07 is not listed on IDEAS
    4. Marius Claudy & Claus Michelsen, 2016. "Housing Market Fundamentals, Housing Quality and Energy Consumption: Evidence from Germany," The Energy Journal, , vol. 37(4), pages 25-44, October.
    5. William R. Emmons & Lowell R. Ricketts, 2017. "Household Wealth is at a Post-WWII High: Should We Celebrate or Worry?," In the Balance, Federal Reserve Bank of St. Louis, issue 17, pages 1-3.
    6. repec:aen:journl:eeep4_1_krupnick is not listed on IDEAS
    7. Lutz Kilian & Xiaoqing Zhou, 2022. "The Propagation of Regional Shocks in Housing Markets: Evidence from Oil Price Shocks in Canada," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(4), pages 953-987, June.
    8. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    9. Ting Zhang & Dan Gerlowski & Deborah Ford, 2014. "Housing price variability: national and local impacts," Applied Economics, Taylor & Francis Journals, vol. 46(28), pages 3494-3502, October.
    10. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    11. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LLC, vol. 16(3), pages 778-804, September.
    12. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    13. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    14. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    15. repec:aen:journl:ej34-2-08 is not listed on IDEAS
    16. repec:aen:eeepjl:eeep4_1_krupnick is not listed on IDEAS
    17. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nguyen, Thi Thu Ha & Naeem, Muhammad Abubakr & Balli, Faruk & Balli, Hatice Ozer & Syed, Iqbal, 2021. "Information transmission between oil and housing markets," Energy Economics, Elsevier, vol. 95(C).
    2. Fennee Chong, 2023. "Housing Price and Interest Rate Hike: A Tale of Five Cities in Australia," JRFM, MDPI, vol. 16(2), pages 1-13, January.
    3. Sheng, Xin & Marfatia, Hardik A. & Gupta, Rangan & Ji, Qiang, 2021. "House price synchronization across the US states: The role of structural oil shocks," The North American Journal of Economics and Finance, Elsevier, vol. 56(C).
    4. Ekinci, Mehmet Fatih & Omay, Tolga, 2020. "Current account and credit growth: The role of household credit and financial depth," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    5. Gormus, Alper & Salvino, Robert & Nazlioglu, Saban & Soytas, Ugur, 2025. "Energy commodities and U.S. housing: Long-run Price and volatility integration with comparative evidence from non-energy markets," Energy Economics, Elsevier, vol. 152(C).
    6. Gupta, Rangan & Sheng, Xin & van Eyden, Reneé & Wohar, Mark E., 2021. "The impact of disaggregated oil shocks on state-level real housing returns of the United States: The role of oil dependence," Finance Research Letters, Elsevier, vol. 43(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sigmund, Michael & Ferstl, Robert, 2021. "Panel vector autoregression in R with the package panelvar," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 693-720.
    2. Hertweck, Matthias & Brey, Bjoern, 2017. "The Persistent Effects of Monsoon Rainfall Shocks in India: A Nonlinear VAR Approach," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168256, Verein für Socialpolitik / German Economic Association.
    3. Björn Brey & Matthias S. Hertweck, 2023. "The dynamic effects of monsoon rainfall shocks on agricultural yield, wages, and food prices in India," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(3), pages 616-654, July.
    4. Charles Shaaba Saba & Nicholas Ngepah, 2022. "Nexus between telecommunication infrastructures, defence and economic growth: a global evidence," Netnomics, Springer, vol. 22(2), pages 139-177, October.
    5. Marshall, Emily C. & Saunoris, James & Solis-Garcia, Mario & Do, Trang, 2023. "Measuring the size and dynamics of U.S. state-level shadow economies using a dynamic general equilibrium model with trends," Journal of Macroeconomics, Elsevier, vol. 75(C).
    6. Le Thanh Ha, 2025. "Deploying green macroprudential policies to promote environmental health: new findings from panel VAR for international database," Environment Systems and Decisions, Springer, vol. 45(3), pages 1-21, September.
    7. de Almeida, Sivanildo José & Esperidião, Fernanda & de Moura, Fábio Rodrigues, 2024. "The impact of institutions on economic growth: Evidence for advanced economies and Latin America and the Caribbean using a panel VAR approach," International Economics, Elsevier, vol. 178(C).
    8. Klein, Paul-Olivier & Turk-Ariss, Rima, 2022. "Bank capital and economic activity," Journal of Financial Stability, Elsevier, vol. 62(C).
    9. Joan Costa-Font & Cristina Vilaplana-Prieto, 2023. "‘Investing’ in care for old age? An examination of long-term care expenditure dynamics and its spillovers," Empirical Economics, Springer, vol. 64(1), pages 1-30, January.
    10. Mohamed Traoré, 2018. "Government spending and inclusive growth in sub-Saharan Africa: A panel VAR analysis," Working Papers hal-01940506, HAL.
    11. Al-Jahwari, Salim Ahmed Said, 2021. "Does the Twin-Deficits doctrine apply to the Gulf Cooperation Council? A dynamic panel VAR-X model approach," MPRA Paper 111232, University Library of Munich, Germany.
    12. Kannyiri Banyen & Nicholas Biekpe, 2020. "Financial integration, competition and bank efficiency: evidence from Africa’s sub-regional markets," Economic Change and Restructuring, Springer, vol. 53(4), pages 495-518, November.
    13. Sleibi, Yacoub & Casalin, Fabrizio & Fazio, Giorgio, 2020. "Bank-specific shocks and aggregate leverage: Empirical evidence from a panel of developed countries," Journal of Financial Stability, Elsevier, vol. 49(C).
    14. Ha, Le Thanh, 2025. "Reconsider the role of digital revolution in public sector during the time of climate risk: Fresh insights from panel autoregression model," Technological Forecasting and Social Change, Elsevier, vol. 219(C).
    15. Cajas-Guijarro, John & Pérez-Almeida, Bryan, 2021. "Comercio, sobreexplotación laboral y ciclos en la periferia: una propuesta teórica y el caso ecuatoriano desde un modelo PVAR. || Trade, super-exploitation of labor power and cycles in the periphery: a theoretical proposal and the Ecuadorian case thr," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 31(1), pages 161-197, June.
    16. Mohamed Traoré, 2018. "Government spending and inclusive growth in sub-Saharan Africa: A panel VAR analysis," CERDI Working papers hal-01940506, HAL.
    17. Baldwin, Kenneth & Alhalboni, Maryam, 2023. "A value-based measure of market power for the participatory deposits of Islamic banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 87(C).
    18. Vyshnevskyi, Iegor & Sohn, Wook, 2023. "Nonperforming loans and related lending: Evidence from Ukraine," Emerging Markets Review, Elsevier, vol. 57(C).
    19. Morales, Luis Emilio & Balie, Jean & Magrini, Emiliano, . "How has the minimum support price policy of India affected cross-commodity price linkages?," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 24(2).
    20. Ryan H. Murphy & Colin O’Reilly, 2019. "Applying panel vector autoregression to institutions, human capital, and output," Empirical Economics, Springer, vol. 57(5), pages 1633-1652, November.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fip:feddgw:369. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Amy Chapman (email available below). General contact details of provider: https://edirc.repec.org/data/frbdaus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.