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House Price, Stock Price and Consumption in South Africa: A Structural VAR Approach

Author

Listed:
  • Goodness C. Aye

    (Department of Economics, University of Pretoria)

  • Rangan Gupta

    (Department of Economics, University of Pretoria)

  • Alain Kaninda

    (Department of Economics, University of Pretoria)

  • Wendy Nyakabawo

    (Department of Economics, University of Pretoria)

  • Aarifah Razak

    (Department of Economics, University of Pretoria)

Abstract

This paper compares the effects of real house price and real stock price shocks on consumption decisions in South Africa over the period 1966 to 2012 using a Structural Vector Autoregressive (SVAR) approach.The sample comprises quarterly, seasonally adjusted South African data on consumption, inflation, real house price, real stock price and the nominal Treasury bill rate. We find that a positive 1 percent shock in stock prices leads to about 0.05 percent increase in consumption, with the effect being short-lived, and declines after 4 quarters to become statistically insignificant. While, a 1 percent shock in house prices increase consumption by about 0.3 percent at around the 4th quarter, but thereafter declines and becomes negative from the 8th quarter. These results show that in South Africa, house prices play economically, but not statistically, a greater role than stock prices with respect to consumption expenditure.

Suggested Citation

  • Goodness C. Aye & Rangan Gupta & Alain Kaninda & Wendy Nyakabawo & Aarifah Razak, 2013. "House Price, Stock Price and Consumption in South Africa: A Structural VAR Approach," Working Papers 201309, University of Pretoria, Department of Economics.
    • Handle: RePEc:pre:wpaper:201309
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    References listed on IDEAS

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    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. Sousa, Ricardo M., 2009. "Wealth effects on consumption: evidence from the euro area," Working Paper Series 1050, European Central Bank.
    3. Peter C. B. Phillips & Yangru Wu & Jun Yu, 2011. "EXPLOSIVE BEHAVIOR IN THE 1990s NASDAQ: WHEN DID EXUBERANCE ESCALATE ASSET VALUES?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 201-226, February.
    4. Sonali Das & Rangan Gupta & Patrick T Kanda, 2010. "Bubbles in South African House Prices and their Impact on Consumption," Working Papers 201017, University of Pretoria, Department of Economics.
    5. Campbell, John Y. & Cocco, Joao F., 2007. "How do house prices affect consumption? Evidence from micro data," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 591-621, April.
    6. Mthuli Ncube & Eliphas Ndou, 2011. "Working Paper 133 - Monetary Policy Transmission, House Prices and Consumer Spending in South Africa: An SVAR Approach," Working Paper Series 317, African Development Bank.
    7. 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.
    8. Peltonen, Tuomas A. & Sousa, Ricardo M. & Vansteenkiste, Isabel S., 2012. "Wealth effects in emerging market economies," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 155-166.
    9. Ludwig Alexander & Sløk Torsten, 2004. "The Relationship between Stock Prices, House Prices and Consumption in OECD Countries," The B.E. Journal of Macroeconomics, De Gruyter, vol. 4(1), pages 1-28, March.
    10. Mthuli Ncube & Eliphas Ndou, 2013. "Monetary Policy Transmission, House Prices and Consumption," Palgrave Macmillan Books, in: Monetary Policy and the Economy in South Africa, chapter 4, pages 43-64, Palgrave Macmillan.
    11. Vittorio Peretti & Rangan Gupta & Roula Inglesi-Lotz, 2012. "Do House Prices Impact Consumption and Interest Rate in South Africa? Evidence from a Time-Varying Vector Autoregressive Model," Working Papers 201216, University of Pretoria, Department of Economics.
    12. Goodness C. Aye & Rangan Gupta & Mampho P. Modise, 2015. "Do Stock Prices Impact Consumption and Interest Rate in South Africa? Evidence from a Time-varying Vector Autoregressive Model," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 14(2), pages 176-196, August.
    13. 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.
    14. Orazio P. Attanasio & Laura Blow & Robert Hamilton & Andrew Leicester, 2009. "Booms and Busts: Consumption, House Prices and Expectations," Economica, London School of Economics and Political Science, vol. 76(301), pages 20-50, February.
    15. Ludwig, Alexander & Sløk, Torsten, 2004. "The relationship between stock prices, house prices and consumption in OECD," Sonderforschungsbereich 504 Publications 04-12, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    16. Bjørnland, Hilde C. & Jacobsen, Dag Henning, 2010. "The role of house prices in the monetary policy transmission mechanism in small open economies," Journal of Financial Stability, Elsevier, vol. 6(4), pages 218-229, December.
    17. Orazio Attanasio & Andrew Leicester & Matthew Wakefield, 2011. "Do House Prices Drive Consumption Growth? The Coincident Cycles Of House Prices And Consumption In The Uk," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 399-435, June.
    18. 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.
    19. Sydney C. Ludvigson & Charles Steindel, 1999. "How important is the stock market effect on consumption?," Economic Policy Review, Federal Reserve Bank of New York, vol. 5(Jul), pages 29-51.
    20. 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.
    21. Stephen Millard & John Power, 2004. "The effects of stock market movements on consumption and investment: does the shock matter?," Bank of England working papers 236, Bank of England.
    22. Musso, Alberto & Neri, Stefano & Stracca, Livio, 2011. "Housing, consumption and monetary policy: How different are the US and the euro area?," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3019-3041, November.
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    Cited by:

    1. Nicholas Apergis & Beatrice D. Simo-Kengne & Rangan Gupta, 2013. "The Long-Run Relationship between Consumption, House Prices and Stock Prices in South Africa: Evidence from Provincial-Level Data," Working Papers 201326, University of Pretoria, Department of Economics.
    2. Aye, Goodness C. & Balcilar, Mehmet & Bosch, Adél & Gupta, Rangan, 2014. "Housing and the business cycle in South Africa," Journal of Policy Modeling, Elsevier, vol. 36(3), pages 471-491.
    3. Rangan Gupta & Xiaojin Sun, 2020. "Housing market spillovers in South Africa: evidence from an estimated small open economy DSGE model," Empirical Economics, Springer, vol. 58(5), pages 2309-2332, May.
    4. Paetz, Michael & Gupta, Rangan, 2016. "Stock price dynamics and the business cycle in an estimated DSGE model for South Africa," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 166-182.
    5. Afees A. Salisu & Rangan Gupta, 2021. "Commodity Prices and Forecastability of South African Stock Returns Over a Century: Sentiments versus Fundamentals," Working Papers 202144, University of Pretoria, Department of Economics.
    6. 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.
    7. Nikolaos Antonakakis & Mehmet Balcilar & Rangan Gupta & Clement Kyei, 2016. "Components of Economic Policy Uncertainty and Predictability of US Stock Returns and Volatility: Evidence from a Nonparametric Causality-in-Quantile Approach," Working Papers 201639, University of Pretoria, Department of Economics.

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    More about this item

    Keywords

    Consumption; House Price; Stock Prices; Structural Vector Autoregression;
    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
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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