IDEAS home Printed from https://ideas.repec.org/p/nlv/wpaper/1404.html
   My bibliography  Save this paper

Time-Varying Effects of Housing and Stock Prices on U.S. Consumption

Author

Listed:
  • Beatrice D. Simo-Kengne

    (Department of Economics, University of Pretoria)

  • Stephen M. Miller

    (Department of Economics, University of Nevada, Las Vegas)

  • Rangan Gupta

    (Department of Economics, University of Pretoria)

  • Goodness C. Aye

    (Department of Economics, University of Pretoria)

Abstract

This paper applies a time-varying parameter vector autoregressive (TVP-VAR) approach to estimate the relative effects of housing and stock prices on US consumption over time. We use annual data from 1890 to 2012 and find that over different horizons and over time, generally the housing price positively affects consumption while the stock price negatively affects consumption. These opposite responses to changes in housing and stock prices suggest different mechanisms through which wealth affects consumption. Further, the housing price effect proves larger in absolute value than the stock price effect after 1980. Between 1980 and 2007, housing wealth generally exerted a larger effect on consumption. This sub-period includes the 1997/2002 asset price boom/bust where house prices continued to rise moderately as stock prices fell. Finally, the co-occurrence of the decline in both housing and stock prices during the 2007-2009 episode produced bigger effects of the housing price for the first five years of the impulse responses while the higher magnitude of the stock price effect appears in the 6-year horizon. These findings suggest that the magnitude of the relative price effects differs with both time and horizons and also depends on whether prices increase or decrease.

Suggested Citation

  • Beatrice D. Simo-Kengne & Stephen M. Miller & Rangan Gupta & Goodness C. Aye, 2014. "Time-Varying Effects of Housing and Stock Prices on U.S. Consumption," Working Papers 1404, University of Nevada, Las Vegas , Department of Economics.
    • Handle: RePEc:nlv:wpaper:1404
    as

    Download full text from publisher

    File URL: http://web.unlv.edu/projects/RePEc/pdf/1404.pdf
    File Function: First version, 2014
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    2. Martin Lettau & Sydney C. Ludvigson, 2004. "Understanding Trend and Cycle in Asset Values: Reevaluating the Wealth Effect on Consumption," American Economic Review, American Economic Association, vol. 94(1), pages 276-299, March.
    3. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    4. Nikola Dvornak & Marion Kohler, 2007. "Housing Wealth, Stock Market Wealth and Consumption: A Panel Analysis for Australia," The Economic Record, The Economic Society of Australia, vol. 83(261), pages 117-130, June.
    5. Jouchi Nakajima, 2011. "Time-Varying Parameter VAR Model with Stochastic Volatility: An Overview of Methodology and Empirical Applications," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 29, pages 107-142, November.
    6. Christopher D. Carroll & Misuzu Otsuka & Jirka Slacalek, 2006. "How Large Is the Housing Wealth Effect? A New Approach," NBER Working Papers 12746, National Bureau of Economic Research, Inc.
    7. Frederic S. Mishkin, 2007. "Housing and the monetary transmission mechanism," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 359-413.
    8. John D. Benjamin & Peter Chinloy & G. Donald Jud, 2004. "Real Estate Versus Financial Wealth in Consumption," The Journal of Real Estate Finance and Economics, Springer, vol. 29(3), pages 341-354, November.
    9. Aoki, Kosuke & Proudman, James & Vlieghe, Gertjan, 2004. "House prices, consumption, and monetary policy: a financial accelerator approach," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 414-435, October.
    10. Jeremy A Leonard, 2010. "The Impact of the Housing Market Boom and Bust on Consumption Spending," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 45(2), pages 83-93, April.
    11. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    12. N. Kundan Kishor, 2007. "Does Consumption Respond More to Housing Wealth Than to Financial Market Wealth? If So, Why?," The Journal of Real Estate Finance and Economics, Springer, vol. 35(4), pages 427-448, November.
    13. Brady Ryan R & Stimel Derek S, 2011. "How the Housing and Financial Wealth Effects Have Changed over Time," The B.E. Journal of Macroeconomics, De Gruyter, vol. 11(1), pages 1-45, August.
    14. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    15. James M. Poterba, 2000. "Stock Market Wealth and Consumption," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 99-118, Spring.
    16. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    17. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    18. Zhou Xia & Carroll Christopher D., 2012. "Dynamics of Wealth and Consumption: New and Improved Measures for U.S. States," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(2), pages 1-44, March.
    19. Chad R. Wilkerson & Megan D. Williams, 2011. "Booms and busts in household wealth: implications for Tenth District states," Economic Review, Federal Reserve Bank of Kansas City, vol. 96(Q II).
    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. Chi-Wei Su & Xiao-Cui Yin & Ran Tao, 2018. "How do housing prices affect consumption in China? New evidence from a continuous wavelet analysis," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-14, September.
    2. repec:ipg:wpaper:2014-466 is not listed on IDEAS
    3. Furkan Emirmahmutoglu & Mehmet Balcilar & Nicholas Apergis & Beatrice D. Simo-Kengne & Tsangyao Chang & Rangan Gupta, 2014. "Causal relationship between asset prices and output in the US: Evidence from state-level panel Granger causality test," Working Papers 201411, University of Pretoria, Department of Economics.

    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. Beatrice Simo-Kengne & Stephen Miller & Rangan Gupta & Goodness Aye, 2015. "Time-Varying Effects of Housing and Stock Returns on U.S. Consumption," The Journal of Real Estate Finance and Economics, Springer, vol. 50(3), pages 339-354, April.
    2. Yener Coskun & Burak Sencer Atasoy & Giacomo Morri & Esra Alp, 2018. "Wealth Effects on Household Final Consumption: Stock and Housing Market Channels," IJFS, MDPI, vol. 6(2), pages 1-32, June.
    3. John N. Muellbauer, 2007. "Housing, credit and consumer expenditure," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 267-334.
    4. Beatrice Simo-Kengne & Stephen Miller & Rangan Gupta & Mehmet Balcilar, 2016. "Evolution of the Monetary Transmission Mechanism in the US: the Role of Asset Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 52(3), pages 226-243, April.
    5. Fisher, Lance A. & Otto, Glenn & Voss, Graham M., 2010. "The response of Australian consumption to housing wealth," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 284-299, March.
    6. Yener Coskun & Christos Bouras & Rangan Gupta & Mark E. Wohar, 2021. "Multi-Horizon Financial and Housing Wealth Effects across the U.S. States," Sustainability, MDPI, vol. 13(3), pages 1-20, January.
    7. Hassan Gholipour Fereidouni & Reza Tajaddini, 2017. "Housing Wealth, Financial Wealth and Consumption Expenditure: The Role of Consumer Confidence," The Journal of Real Estate Finance and Economics, Springer, vol. 54(2), pages 216-236, February.
    8. Dalina Amonhaemanon, 2015. "The Impact of Stock Price and Real Estate Price Shocks on Consumption: The Thai Experience," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(1), pages 137-148, January.
    9. Norman Miller & Liang Peng & Michael Sklarz, 2011. "House Prices and Economic Growth," The Journal of Real Estate Finance and Economics, Springer, vol. 42(4), pages 522-541, May.
    10. Mehmet Balcilar & Evrim Toren, 2021. "The Time-Varying Effect of Asset Prices on Turkey’s Circular Economy," Sustainability, MDPI, vol. 13(22), pages 1-16, November.
    11. Simone Salotti, 2012. "Wealth Effects in the US: Evidence from the Combination of Two Surveys," The Economic and Social Review, Economic and Social Studies, vol. 43(1), pages 67-98.
    12. Beatrice D. Simo-Kengne & Stephen M. Miller & Rangan Gupta, 2013. "Evolution of Monetary Policy in the US: The Role of Asset Prices," Working Papers 201343, University of Pretoria, Department of Economics.
    13. Amina Ahec �onje & Anita Ceh Casni & Maru�ka Vizek, 2012. "Does housing wealth affect private consumption in European post-transition countries? Evidence from linear and threshold models," Post-Communist Economies, Taylor & Francis Journals, vol. 24(1), pages 73-85, June.
    14. Monica Paiella, 2009. "The Stock Market, Housing And Consumer Spending: A Survey Of The Evidence On Wealth Effects," Journal of Economic Surveys, Wiley Blackwell, vol. 23(5), pages 947-973, December.
    15. Salotti, Simone, 2010. "An appraisal of the wealth effect in the US: evidence from pseudo-panel data," MPRA Paper 27351, University Library of Munich, Germany, revised Dec 2010.
    16. repec:ipg:wpaper:2014-459 is not listed on IDEAS
    17. Maruška Vizek, 2011. "The Influence of Stock Market and Housing Wealth on Consumption Expenditures in Transition Countries," Research in Economics and Business: Central and Eastern Europe, Tallinn School of Economics and Business Administration, Tallinn University of Technology, vol. 3(1).
    18. Swamy, Vighneswara, 2017. "Wealth Effects and Macroeconomic Dynamics – Evidence from Indian Economy," MPRA Paper 76836, University Library of Munich, Germany.
    19. Nyakabawo, Wendy & Miller, Stephen M. & Balcilar, Mehmet & Das, Sonali & Gupta, Rangan, 2015. "Temporal causality between house prices and output in the US: A bootstrap rolling-window approach," The North American Journal of Economics and Finance, Elsevier, vol. 33(C), pages 55-73.
    20. Christian Dreger & Hans-Eggert Reimers, 2012. "The long run relationship between private consumption and wealth: common and idiosyncratic effects," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 11(1), pages 21-34, April.
    21. Amine Ben Amar, 2022. "On the role of Islamic banks in the monetary policy transmission in Saudi Arabia," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 12(1), pages 55-94, March.

    More about this item

    Keywords

    Asset Prices; Consumption; TVP-VAR;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

    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:nlv:wpaper:1404. 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: Bill Robinson (email available below). General contact details of provider: https://edirc.repec.org/data/denlvus.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.