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Fiscal Policy Shocks and the Dynamics of Asset Prices: The South African Experience

Author

Listed:
  • Goodness C. Aye

    (Department of Economics, University of Pretoria, Pretoria)

  • Mehmet Balcilar

    (Department of Economics, Eastern Mediterranean University)

  • Rangan Gupta

    (Department of Economics, University of Pretoria)

  • Charl Jooste

    (Department of Economics, University of Pretoria, Pretoria)

  • Stephen M. Miller

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

  • Zeynel Abidin Ozdemir

    (Department of Economics, Gazi University)

Abstract
This study assesses how fiscal policy affects the dynamics of asset markets, using Bayesian vector autoregressive models. We use sign restrictions to identify government revenue and government spending shocks, while controlling for generic business cycle and monetary policy shocks. In addition to examining the effects of anticipated and unanticipated revenue and spending shocks, we also analyse three types of fiscal policy scenarios: a deficit-financed spending increase, a balanced budget spending increase (financed with higher taxes), and a deficit-financed tax cut (revenue decreases but government spending stays unchanged). Using South African quarterly data from 1966:Q1 to 2011:Q2, we show that a deficit spending shock does not affect house prices, but temporarily exerts a positive effect on stock prices. With a deficit-financed tax cut shock, house prices increase persistently while stock prices increase quickly, but only temporarily. A balanced budget shock permanently decreases house prices and temporarily reduces stock prices.

Suggested Citation

  • Goodness C. Aye & Mehmet Balcilar & Rangan Gupta & Charl Jooste & Stephen M. Miller & Zeynel Abidin Ozdemir, 2012. "Fiscal Policy Shocks and the Dynamics of Asset Prices: The South African Experience," Working Papers 1211, University of Nevada, Las Vegas , Department of Economics.
    • Handle: RePEc:nlv:wpaper:1211
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    1. Sousa, Ricardo M., 2010. "Housing wealth, financial wealth, money demand and policy rule: Evidence from the euro area," The North American Journal of Economics and Finance, Elsevier, vol. 21(1), pages 88-105, March.
    2. Agnello, Luca & Castro, Vítor & Sousa, Ricardo M., 2012. "How does fiscal policy react to wealth composition and asset prices?," Journal of Macroeconomics, Elsevier, vol. 34(3), pages 874-890.
    3. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
    4. Christophe Andre & Rangan Gupta & Patrick T. Kanda, 2012. "Do House Prices Impact Consumption and Interest Rate? Evidence from OECD Countries using an Agnostic Identification Procedure," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 58(1), pages 19-70.
    5. Rafiq, M.S. & Mallick, S.K., 2008. "The effect of monetary policy on output in EMU3: A sign restriction approach," Journal of Macroeconomics, Elsevier, vol. 30(4), pages 1756-1791, December.
    6. Jooste, Charl & Liu, Guangling (Dave) & Naraidoo, Ruthira, 2013. "Analysing the effects of fiscal policy shocks in the South African economy," Economic Modelling, Elsevier, vol. 32(C), pages 215-224.
    7. Edward E. Leamer, 2007. "Housing is the business cycle," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 149-233.
    8. Rangan Gupta & Faaiqa Hartley, 2013. "The Role of Asset Prices in Forecasting Inflation and Output in South Africa," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 12(3), pages 239-291, December.
    9. Jan A. Swanepoel, 2007. "Adjusting South Africa'S Fiscal Balance For Terms‐Of‐Trade Effects," South African Journal of Economics, Economic Society of South Africa, vol. 75(4), pages 719-727, December.
    10. Sushanta K. Mallick & Mohammed Mohsin, 2007. "Monetary policy in high inflation open economies: evidence from Israel and Turkey," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 12(4), pages 405-415.
    11. Stan du Plessis & Ben Smit & Federico Sturzenegger, 2007. "Identifying aggregate supply and demand shocks in South Africa," Working Papers 11/2007, Stellenbosch University, Department of Economics.
    12. Schuknecht, Ludger & von Hagen, Jürgen & Wolswijk, Guido, 2009. "Government risk premiums in the bond market: EMU and Canada," European Journal of Political Economy, Elsevier, vol. 25(3), pages 371-384, September.
    13. 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.
    14. 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.
    15. Rangan Gupta & Marius Jurgilas & Stephen M. Miller & Dylan van Wyk, 2010. "Financial Market Liberalization, Monetary Policy, and Housing Price Dynamics," Working Papers 201009, University of Pretoria, Department of Economics.
    16. Beatrice Simo-Kengne & Manoel Bittencourt & Rangan Gupta, 2012. "House Prices and Economic Growth in South Africa: Evidence From Provincial-Level Data," Journal of Real Estate Literature, Taylor & Francis Journals, vol. 20(1), pages 97-117, January.
    17. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1233-1260.
    18. Emma M. Iglesias & Andre Yone Haughton, 2013. "Interaction between monetary policy and stock prices: a comparison between the Caribbean and the US," Applied Financial Economics, Taylor & Francis Journals, vol. 23(6), pages 515-534, March.
    19. Olivier Bandt & Thomas Knetsch & Juan Peñalosa & Francesco Zollino (ed.), 2010. "Housing Markets in Europe," Springer Books, Springer, number 978-3-642-15340-2, January.
    20. Andrew Mountford & Harald Uhlig, 2009. "What are the effects of fiscal policy shocks?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(6), pages 960-992.
    21. Aron, Janine & Muellbauer, John & Murphy, Anthony, 2006. "Housing wealth, credit conditions and consumption," MPRA Paper 24485, University Library of Munich, Germany.
    22. Granville, Brigitte & Mallick, Sushanta, 2009. "Monetary and financial stability in the euro area: Pro-cyclicality versus trade-off," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(4), pages 662-674, October.
    23. Beatrice D. Simo - Kengne & Mehmet Balcilar & Rangan Gupta & Monique Reid & Goodness C. Aye, 2012. "Is the relationship between monetary policy and house prices asymmetric in South Africa? Evidence from a Markov-Switching Vector Autoregressive mode," Working Papers 15-26, Eastern Mediterranean University, Department of Economics.
    24. Ant Afonso & Ricardo M. Sousa, 2012. "The macroeconomic effects of fiscal policy," Applied Economics, Taylor & Francis Journals, vol. 44(34), pages 4439-4454, December.
    25. Bjørnland, Hilde C. & Leitemo, Kai, 2009. "Identifying the interdependence between US monetary policy and the stock market," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 275-282, March.
    26. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    27. Philippe Burger & Ian Stuart & Charl Jooste & Alfredo Cuevas, 2012. "Fiscal Sustainability And The Fiscal Reaction Function For South Africa: Assessment Of The Past And Future Policy Applications," South African Journal of Economics, Economic Society of South Africa, vol. 80(2), pages 209-227, June.
    28. Sims, Christopher A & Uhlig, Harald, 1991. "Understanding Unit Rooters: A Helicopter Tour," Econometrica, Econometric Society, vol. 59(6), pages 1591-1599, November.
    29. David Fadiran & Hammed Amusa, 2019. "The J-Curve Phenomenon: Evidence from Commodity Trade Between South Africa and the United States," Working Papers 187, Economic Research Southern Africa.
    30. Sousa, Ricardo M., 2010. "Consumption, (dis)aggregate wealth, and asset returns," Journal of Empirical Finance, Elsevier, vol. 17(4), pages 606-622, September.
    31. Ndahiriwe Kasai & Rangan Gupta, 2010. "Financial Liberalization and the Effectiveness of Monetary Policy on House Prices in South Africa," The IUP Journal of Monetary Economics, IUP Publications, vol. 0(4), pages 59-74, November.
    32. Stephen M. Miller & Frank S. Russek, 2003. "The Relationship Between Large Fiscal Adjustments And Short‐Term Output Growth Under Alternative Fiscal Policy Regimes," Contemporary Economic Policy, Western Economic Association International, vol. 21(1), pages 41-58, January.
    33. 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.
    34. James H. Stock & Mark W. Watson, 2005. "Understanding Changes In International Business Cycle Dynamics," Journal of the European Economic Association, MIT Press, vol. 3(5), pages 968-1006, September.
    35. 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.
    36. repec:taf:applec:44:y:2012:i:34:p:4439-4454 is not listed on IDEAS
    37. Stan du Plessis & Ben Smit & Federico Sturzenegger, 2008. "Identifying Aggregate Supply and Demand Shocks in South Africa †," Journal of African Economies, Centre for the Study of African Economies, vol. 17(5), pages 765-793, November.
    38. Vítor, Castro, 2011. "Can central banks' monetary policy be described by a linear (augmented) Taylor rule or by a nonlinear rule?," Journal of Financial Stability, Elsevier, vol. 7(4), pages 228-246, December.
    39. Martin Feldstein, 2009. "Rethinking the Role of Fiscal Policy," American Economic Review, American Economic Association, vol. 99(2), pages 556-559, May.
    40. Bonga-Bonga, Lumengo & Kabundi, Alain, 2015. "Monetary Policy Instrument and Inflation in South Africa: Structural Vector Error Correction Model Approach," MPRA Paper 63731, University Library of Munich, Germany.
    41. Ramey, Valerie A. & Shapiro, Matthew D., 1998. "Costly capital reallocation and the effects of government spending," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 48(1), pages 145-194, June.
    42. Stan Du Plessis & Ben Smit & Federico Sturzenegger, 2007. "The Cyclicality Of Monetary And Fiscal Policy In South Africa Since 1994," South African Journal of Economics, Economic Society of South Africa, vol. 75(3), pages 391-411, September.
    43. Beatrice D. Simo-Kengne & Rangan Gupta & Manoel Bittencourt, 2013. "The Impact of House Prices on Consumption in South Africa: Evidence from Provincial-Level Panel VARs," Housing Studies, Taylor & Francis Journals, vol. 28(8), pages 1133-1154, November.
    44. Sushanta Mallick & Mohammed Mohsin, 2010. "On the real effects of inflation in open economies: theory and empirics," Empirical Economics, Springer, vol. 39(3), pages 643-673, December.
    45. Rangan Gupta & Marius Jurgilas & Alan Kabundi & Stephen M. Miller, 2009. "Monetary Policy and Housing Sector Dynamics in a Large-Scale Bayesian Vector Autoregressive Mode," Working Papers 0919, University of Nevada, Las Vegas , Department of Economics.
    46. Goodness Aye & Mehmet Balcilar & Rangan Gupta, 2013. "Long- and Short-Run Relationships between House and Stock Prices in South Africa: A Nonparametric Approach," Journal of Housing Research, Taylor & Francis Journals, vol. 22(2), pages 203-219, January.
    47. Ricardo M. Sousa, 2010. "The consumption-wealth ratio and asset returns: The Euro Area, the UK and the US," NIPE Working Papers 9/2010, NIPE - Universidade do Minho.
    48. Afonso, António & Sousa, Ricardo M., 2011. "What are the effects of fiscal policy on asset markets?," Economic Modelling, Elsevier, vol. 28(4), pages 1871-1890, July.
    49. Fatás, Antonio & Mihov, Ilian, 2001. "The Effects of Fiscal Policy on Consumption and Employment: Theory and Evidence," CEPR Discussion Papers 2760, C.E.P.R. Discussion Papers.
    50. Rangan Gupta & Alain Kabundi, 2010. "The effect of monetary policy on house price inflation," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(6), pages 616-626, November.
    51. Clive Coetzee, 2002. "Monetary Conditions and Stock Returns: A South African Case Study," Finance 0205002, University Library of Munich, Germany.
    52. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-552, September.
    53. Mr. Daniel Leigh & Mr. Andrea Pescatori & Mr. Jaime Guajardo, 2011. "Expansionary Austerity New International Evidence," IMF Working Papers 2011/158, International Monetary Fund.
    54. Gupta, Rangan & Jurgilas, Marius & Kabundi, Alain, 2010. "The effect of monetary policy on real house price growth in South Africa: A factor-augmented vector autoregression (FAVAR) approach," Economic Modelling, Elsevier, vol. 27(1), pages 315-323, January.
    55. Charl Jooste & Mr. Alfredo Cuevas & Ian C. Stuart & Philippe Burger, 2011. "Fiscal sustainability and the fiscal reaction function for South Africa," IMF Working Papers 2011/069, International Monetary Fund.
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    Cited by:

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    2. David Su & Xin Li & Oana-Ramona Lobonþ & Yanping Zhao, 2016. "Economic policy uncertainty and housing returns in Germany: Evidence from a bootstrap rolling window," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 34(1), pages 43-61.
    3. 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.
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    5. Mustafa Ozan Yıldırım & Özge Filiz Yağcıbaşı, 2019. "The Dynamics Of House Prices And Fiscal Policy Shocks In Turkey," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 64(220), pages 39-60, January –.
    6. Josep Maria Raya Vilchez & Aleksander Kucel, 2023. "How fiscal policy affects housing market dynamics: Evidence from Spain," Bulletin of Economic Research, Wiley Blackwell, vol. 75(2), pages 323-347, April.
    7. F Chorley & C Liu, 2021. "Does UK social housing affect housing prices and economic growth? An application of the ARDL model," Economic Issues Journal Articles, Economic Issues, vol. 26(1), pages 21-43, March.
    8. Rangan Gupta & Charl Jooste & Kanyane Matlou, 2014. "A time-varying approach to analysing fiscal policy and asset prices in South Africa," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 6(1), pages 46-63, April.
    9. Alexander Zimper, 2014. "The minimal confidence levels of Basel capital regulation," Journal of Banking Regulation, Palgrave Macmillan, vol. 15(2), pages 129-143, April.
    10. Isabel Ruiz & Carlos Vargas-Silva, 2016. "The impacts of fiscal policy shocks on the US housing market," Empirical Economics, Springer, vol. 50(3), pages 777-800, May.
    11. BUI, Duy-Tung & LLORCA, Matthieu & BUI, Thi Mai Hoai, 2018. "Dynamics between stock market movements and fiscal policy: Empirical evidence from emerging Asian economies," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 65-74.
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    More about this item

    Keywords

    Bayesian Sign-Restricted VAR; fiscal policy; housing prices; stock prices;
    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
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • H62 - Public Economics - - National Budget, Deficit, and Debt - - - Deficit; Surplus

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