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Identifying Aggregate Supply and Demand Shocks in South Africa †

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  • Stan du Plessis
  • Ben Smit
  • Federico Sturzenegger

Abstract

This paper uses a structural VAR methodology to identify aggregate demand and supply shocks to real output for the South African economy. Demand shocks, in turn, are separated into fiscal and monetary shocks. The model is estimated with quarterly data over two overlapping samples: 1960Q2--2006Q4 and 1983Q4--2006Q4. The identified (structural) shocks were used in a historical decomposition to split output into a measure of potential output (resulting from the evolution of supply shocks) and a measure of the business cycle (the gap between actual and potential output). This measure of potential output suggests a significant decline relative to trend in the years prior to the political transition of 1994 and a swift reversal thereafter. The paper presents evidence from three sources to support its identification of aggregate supply and demand shocks. These sources are the following: theory consistent impulse response functions; a close match between the implied measure of the business cycle and independent information about the South African business cycle and a demonstration of the close match between the identified series of aggregate supply shocks and important historical events in the decades prior to and following 1994 that have been identified by economic historians as important shocks to the South African economy. Copyright 2008 The author 2008. Published by Oxford University Press on behalf of the Centre for the Study of African Economies. All rights reserved. For permissions, please email: journals.permissions@oxfordjournals.org, Oxford University Press.

Suggested Citation

  • 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.
  • Handle: RePEc:oup:jafrec:v:17:y:2008:i:5:p:765-793
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    References listed on IDEAS

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    1. Ben Smit & Le Roux Burrows, 2002. "Estimating potential output and output gaps for the South African economy," Working Papers 05/2002, Stellenbosch University, Department of Economics.
    2. Dupasquier, Chantal & Guay, Alain & St-Amant, Pierre, 1999. "A Survey of Alternative Methodologies for Estimating Potential Output and the Output Gap," Journal of Macroeconomics, Elsevier, vol. 21(3), pages 577-595, July.
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    7. J.W. Fedderke & E. Schaling, 2005. "Modelling Inflation In South Africa: A Multivariate Cointegration Analysis," South African Journal of Economics, Economic Society of South Africa, vol. 73(1), pages 79-92, March.
    8. Takwanisa Machemedze, "undated". "What luminosity data can and cannot reveal about South Africa’s urban economies," Working Papers 10, Economic Research Southern Africa.
    9. Mr. Vivek B. Arora & Mr. Ashok Bhundia, 2003. "Potential Output and total Factor Productivity Growth in Post-Apartheid South Africa," IMF Working Papers 2003/178, International Monetary Fund.
    10. Derek Yu & Rochelle Beukes & Simba Murozvi & Tina Fransman, 2016. "Underemployment in South Africa," Working Papers 55, Economic Research Southern Africa.
    11. Jeffrey Frankel & Ben Smit & Federico Sturzenegger, 2006. "South Africa: Macroeconomic Challenges after a Decade of Success," CID Working Papers 133, Center for International Development at Harvard University.
    12. P. Burger & M. Marinkov, 2006. "The South African Phillips Curve: How Applicable Is The Gordon Model?," South African Journal of Economics, Economic Society of South Africa, vol. 74(2), pages 172-189, June.
    13. Feinstein,Charles H., 2005. "An Economic History of South Africa," Cambridge Books, Cambridge University Press, number 9780521850919, November.
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    Cited by:

    1. Johannes W. Fedderke & Daniel K. Mengisteab, 2017. "Estimating South Africa's Output Gap and Potential Growth Rate," South African Journal of Economics, Economic Society of South Africa, vol. 85(2), pages 161-177, June.
    2. Sami Alpanda & Kevin Kotzé & Geoffrey Woglom, 2010. "The Role Of The Exchange Rate In A New Keynesian Dsge Model For The South African Economy," South African Journal of Economics, Economic Society of South Africa, vol. 78(2), pages 170-191, June.
    3. Ellyne, Mark & Veller, Carl, 2011. "What is the SARB's inflation targeting policy, and is it appropriate?," MPRA Paper 42134, University Library of Munich, Germany.
    4. A D Adom, 2016. "Resilience of developing countries to shocks: Case study of WAEMU countries with SUR and VAR Approaches," Economic Issues Journal Articles, Economic Issues, vol. 21(2), pages 105-138, September.
    5. 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.
    6. Goodness C. Aye & Mehmet Balcilar & Rangan Gupta & Charl Jooste & Stephen M. Miller & Zeynel A. Ozdemir, 2012. "Fiscal Policy Shocks and the Dynamics of Asset Prices: The South African Experience," Working Papers 201228, University of Pretoria, Department of Economics.
    7. Johannes Hermanus Kemp, 2015. "Measuring Potential Output for the South African Economy: Embedding Information About the Financial Cycle," South African Journal of Economics, Economic Society of South Africa, vol. 83(4), pages 549-568, December.
    8. Johannes W. Fedderke, 2022. "Identifying steady‐state growth and inflation in the South African economy, 1960–2020," South African Journal of Economics, Economic Society of South Africa, vol. 90(3), pages 279-300, September.
    9. Goodness C. Aye & Mehmet Balcilar & Rangan Gupta, 2020. "The Effectiveness Of Monetary Policy In South Africa Under Inflation Targeting: Evidence from a Time-Varying Factor-Augmented Vector Autoregressive Model," Journal of Developing Areas, Tennessee State University, College of Business, vol. 54(4), pages 55-73, October-D.
    10. Johannes W. Fedderke, 2022. "Identifying supply and demand shocks in the South African Economy, 1960–2020," South African Journal of Economics, Economic Society of South Africa, vol. 90(3), pages 349-389, September.
    11. Cobus Vermeulen, 2023. "The inherent uncertainties in output gap estimation a South African perspective," Working Papers 11051, South African Reserve Bank.
    12. Jeffrey Frankel & Ben Smit & Federico Sturzenegger, 2008. "South Africa: Macroeconomic challenges after a decade of success1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(4), pages 639-677, October.

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