Modeling and forecasting public debt in South Africa

Автор: Mosikari T.

Журнал: Economic and Social Changes: Facts, Trends, Forecast @volnc-esc-en

Рубрика: Global experience

Статья в выпуске: 1 т.17, 2024 года.

Бесплатный доступ

The principal interest of any developing country like South Africa is to preserve sustainable public debt. Recently, for developing economies there has been a growing concern regarding the importance of debt in setting the path for development and growth. The objective of this paper is to model and forecast total public debt in South Africa. Public debt in South Africa has grown substantially since the financial crisis in 2008 until now and it has not recovered. Debt is a crucial instrument for the small to medium economy such as South Africa and a vital source of fiscal policy. The study applied the ARIMA model to select the appropriate model to estimate and forecast public debt. As it is conventional for any time series modelling to assess the order of integration of the series used. The study employed the ADF unit root test to determine the order of integration and the results show that public debt variable is integrated of order one. The second step was to identify the best model to forecast public debt. In all the competing models the study identified that ARIMA13,1,1 was selected according to the coefficient significance and Akaike information criteria. The forecast shows that, there is an expected reduction in the stock of public debt in the future. It is therefore recommended by this study that fiscal policy makers should adopt a strong fiscal reform to keep the public debt to a minimum.

Еще

Public debt, arima, forecasting, south africa

Короткий адрес: https://sciup.org/147243331

IDR: 147243331   |   DOI: 10.15838/esc.2024.1.91.13

Список литературы Modeling and forecasting public debt in South Africa

  • Baaziz Y., Guesmi K., Heller D., Lahiani A. (2015). Does public debt matter for economic growth? Evidence from South Africa. The Journal of Applied Business Research, 31(6), 2187–2196.
  • Balassone F., Francese M., Pace A. (2011). Public debt and economic growth in Italy. In: Economic History Working Paper 11. Rome: Bank of Italy. DOI: https://doi.org/10.2139/ssrn.2236725
  • Box G.E.P., Jenkins G.M. (1976). Time Series Analysis: Forecasting and Control. 1st edition. San Francisco: Holden-Day.
  • Burriel P., Checherita-Westphal C., Jacquinot P., Schön M., Stähle N. (2020). Economic consequences of high public debt: Evidence from three large scale DSGE models, European Central Bank (ECB). Working Paper Series, 2450.
  • Calitz E., Siebrits K., Stuart I. (2016). Enhancing the accuracy of fiscal projections in South Africa. South African Journal of Economic and Management Sciences, 19(3), a1142. DOI: https://doi.org/10.4102/sajems.v19i3.1142
  • Cecchetti S.G., Mohanty M.S., Zampolli F. (2010). The future of public debt: Prospects and implications. Bank for International Settlements (BIS), BIS Working Papers, 300.
  • Checherita-Westphal C., Hughes-Hallett A., Rother P. (2014). Fiscal sustainability using growth maximizing debt targets. Applied Economics, 46(6), 638–647.
  • Dickey D., Fuller W.A. (1979). Distribution of the estimators for autoregressive. Time series with a unit root. Journal of the America Statistics Association, 74(366), 427–431.
  • Dumitrescua B.A. (2014). The public debt in Romania – factors of influence, scenarios for the future and a sustainability analysis considering both a finite and infinite time horizon. Procedia Economics and Finance 8, 283–292.
  • Mahadea D. (1998). The fiscal system and objectives of GEAR in South Africa – consistent or conflicting? South African Journal of Economics and Management Sciences (SAJEMS), 1, 3.
  • Mellet A. (2014). Analysis of macroeconomic forecasting accuracy of South African national treasury. Mediterranean Journal of Social Sciences, 5(21).
  • Mhlaba N., Phiri A. (2017). Is public debt harmful towards economic growth? New evidence from South Africa. Cogent Economics and Finance, 7(1).
  • Minakir P.A., Leonov S.N. (2019). Regional public debt: Trends and formation specifics. Economic and Social Changes: Facts, Trends, Forecast, 12(4), 26–41. DOI: 10.15838/esc.2019.4.64.2
  • Munir K., Mehmood N.R. (2018). Exploring the channels and impact of debt on economic growth: Evidence from South Asia. South Asia Economic Journal, 19(2), 171–191. DOI: 10.1177/1391561418794692
  • Nikoloski A., Nedanovski P. (2017). Government debt dynamics and possibilities for its projection. The case of the Republic of Macedonia. In: DIEM: Dubrovnik International Economic Meeting.
  • Phillips P.C., Perron P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346.
  • Rahman Y., Pujiati A. (2021). Dynamic forecasting of government foreign debt: Case of Indonesia. JEJAK: Jurnal Ekonomi dan Kebijakan, 14(1). DOI: https://doi.org/10.15294/jejak.v14i1.29715
  • Schularick M. (2012). Public debt and financial crises in the twentieth century. European Review of History: Revue Europeenne d'Histoire, 19(6), 881–897. Available at: https://doi.org/10.1080/13507486.2012.739149
  • Were M., Mollel L. (2020). Public debt sustainability and debt dynamics: The case of Tanzania. In: Research Report 20/5, October 202. UONGOZI Institute. Available at: https://media.africaportal.org/documents/Public-debt-sustainability-and-debt-dynamics_WP20_5.pdf
  • Zaja M.M., Krzic A.S., Habek D. (2018). Forecasting fiscal variables in selected European economies using least absolute deviation method. International Journal of Engineering Business Management, 10, 1–19. Available at: https://doi.org/10.1177/1847979017751485
  • Zhuravka F., Filatova H., Aiyedogbon J.O. (2019). Government debt forecasting based on the Arima model. Public and Municipal Finance, 8(1), 120–127. DOI:10.21511/pmf.08(1).2019.11
Еще
Статья научная