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Asymmetries in the revenue–expenditure nexus: new evidence from South Africa

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  • A. Phiri

    (Nelson Mandela University)

Abstract

In this study, we relax the conventional assumption of a linear cointegration relationship in the revenue–expenditure nexus by examining asymmetric equilibrium effects in the South African fiscal budget using quarterly data collected between 1960:Q1 and 2016:Q2. Our mode of empirical investigation is the MTAR model supplemented with a TEC component. Our estimation results primarily point to a weakly sustainable budget in which there exists bidirectional causality between revenues and expenditures, a result which offers support in favour of the fiscal synchronization hypothesis. Collectively, our empirical results have important implications for South African fiscal policymakers.

Suggested Citation

  • A. Phiri, 2019. "Asymmetries in the revenue–expenditure nexus: new evidence from South Africa," Empirical Economics, Springer, vol. 56(5), pages 1515-1547, May.
    • Handle: RePEc:spr:empeco:v:56:y:2019:i:5:d:10.1007_s00181-017-1397-0
    DOI: 10.1007/s00181-017-1397-0
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    1. Hoover, Kevin D & Sheffrin, Steven M, 1992. "Causation, Spending, and Taxes: Sand in the Sandbox or Tax Collector for the Welfare State?," American Economic Review, American Economic Association, vol. 82(1), pages 225-248, March.
    2. Henning Bohn, "undated". "Budget Balance Through Revenue or Spending Adjustments ? Some Historical Evidence for the United States (Reprint 013)," Rodney L. White Center for Financial Research Working Papers 03-91, Wharton School Rodney L. White Center for Financial Research.
    3. Obeng, Samuel, 2015. "A Causality Test of the Revenue-Expenditure Nexus in Ghana," MPRA Paper 63735, University Library of Munich, Germany, revised 25 Feb 2015.
    4. Philip Arestis & Andrea Cipollini & Bassam Fattouh, 2004. "Threshold Effects in the U.S. Budget Deficit," Economic Inquiry, Western Economic Association International, vol. 42(2), pages 214-222, April.
    5. Xiaoming Li, 2001. "Government revenue, government expenditure, and temporal causality: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 33(4), pages 485-497.
    6. Garcia, Sophie & Henin, Pierre-Yves, 1999. "Balancing budget through tax increases or expenditure cuts: is it neutral?," Economic Modelling, Elsevier, vol. 16(4), pages 591-612, December.
    7. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    8. Benjamin Cheng, 1999. "Causality between taxes and expenditures: Evidence from Latin American countries," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 23(2), pages 184-192, June.
    9. Constantinos Katrakilidis, 1997. "Spending and revenues in Greece: new evidence from error correction modelling," Applied Economics Letters, Taylor & Francis Journals, vol. 4(6), pages 387-391.
    10. Mihai Mutascu, 2015. "A bootstrap panel Granger causality analysis of government revenues and expenditures in the PIIGS countries," Economics Bulletin, AccessEcon, vol. 35(3), pages 2000-2004.
    11. Bajo-Rubio, Oscar & Diaz-Roldan, Carmen & Esteve, Vicente, 2006. "Is the budget deficit sustainable when fiscal policy is non-linear? The case of Spain," Journal of Macroeconomics, Elsevier, vol. 28(3), pages 596-608, September.
    12. Hakkio, Craig S & Rush, Mark, 1991. "Is the Budget Deficit "Too Large?"," Economic Inquiry, Western Economic Association International, vol. 29(3), pages 429-445, July.
    13. Hylleberg, S. & Engle, R. F. & Granger, C. W. J. & Yoo, B. S., 1990. "Seasonal integration and cointegration," Journal of Econometrics, Elsevier, vol. 44(1-2), pages 215-238.
    14. Damian C. NWOSU & Harrison O. OKAFOR, 2014. "Government Revenue and Expenditure in Nigeria: A Disaggregated Analysis," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(7), pages 877-892, July.
    15. Luis Gil-Alana, 2009. "Government Expenditures and Revenues: Evidence of Fractional Cointegration in an Asymmetric Modeling," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 15(2), pages 143-155, May.
    16. Nicholas Apergis & James E. Payne & James W. Saunoris, 2012. "Tax-spend nexus in Greece: are there asymmetries?," Journal of Economic Studies, Emerald Group Publishing, vol. 39(3), pages 327-336, December.
    17. James Payne & Hassan Mohammadi & Murat Cak, 2008. "Turkish budget deficit sustainability and the revenue-expenditure nexus," Applied Economics, Taylor & Francis Journals, vol. 40(7), pages 823-830.
    18. Enders, Walter & Siklos, Pierre L, 2001. "Cointegration and Threshold Adjustment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 166-176, April.
    19. Samuel S Jibao & Niek Schoeman & Ruthira Naraidoo, 2010. "Fiscal Regime Changes and the Sustainability of Fiscal Imbalance in South Africa: A Smooth Transition Error-Correction Approach," Working Papers 201023, University of Pretoria, Department of Economics.
    20. Lusine Lusinyan & John Thornton, 2007. "The Revenue‐Expenditure Nexus: Historical Evidence For South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 75(3), pages 496-507, September.
    21. Saunoris, James W. & Payne, James E., 2010. "Tax more or spend less? Asymmetries in the UK revenue-expenditure nexus," Journal of Policy Modeling, Elsevier, vol. 32(4), pages 478-487, July.
    22. Barro, Robert J, 1979. "On the Determination of the Public Debt," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 940-971, October.
    23. Bajo-Rubio, Oscar & Diaz-Roldan, Carmen & Esteve, Vicente, 2004. "Searching for threshold effects in the evolution of budget deficits: an application to the Spanish case," Economics Letters, Elsevier, vol. 82(2), pages 239-243, February.
    24. Oluwole Owoye, 1995. "The causal relationship between taxes and expenditures in the G7 countries: cointegration and error-correction models," Applied Economics Letters, Taylor & Francis Journals, vol. 2(1), pages 19-22.
    25. Ant??nio Afonso & Christophe Rault, 2009. "Bootstrap panel Granger-causality between government spending and revenue in the EU," William Davidson Institute Working Papers Series wp944, William Davidson Institute at the University of Michigan.
    26. Eita, Joel Hinaunye & Mbazima, Daisy, 2008. "The Causal Relationship Between Government Revenue and Expenditure in Namibia," MPRA Paper 9154, University Library of Munich, Germany.
    27. Nicholas Apergis & James E. Payne & James W. Saunoris, 2012. "Tax‐spend nexus in Greece: are there asymmetries?," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 39(3), pages 327-336, July.
    28. Süleyman Bolat, 2014. "The Relationship Between Government Revenues And Expenditures: Bootstrap Panel Granger Causality Analysis On European Countries," Economic Research Guardian, Weissberg Publishing, vol. 4(2), pages 58-73, December.
    29. Bohn, Henning, 1991. "Budget balance through revenue or spending adjustments? : Some historical evidence for the United States," Journal of Monetary Economics, Elsevier, vol. 27(3), pages 333-359, June.
    30. Piergallini, Alessandro & Postigliola, Michele, 2013. "Non-linear budgetary policies: Evidence from 150 years of Italian public finance," Economics Letters, Elsevier, vol. 121(3), pages 495-498.
    31. Buchanan, James M. & Wagner, Richard E., 1978. "Dialogues concerning fiscal religion," Journal of Monetary Economics, Elsevier, vol. 4(3), pages 627-636, August.
    32. von Furstenberg, George M & Green, R Jeffrey & Jeong, Jin-Ho, 1986. "Tax and Spend, or Spend and Tax?," The Review of Economics and Statistics, MIT Press, vol. 68(2), pages 179-188, May.
    33. Andrea Cipollini & Bassam Fattouh & Kostas Mouratidis, 2009. "Fiscal Readjustments In The United States: A Nonlinear Time‐Series Analysis," Economic Inquiry, Western Economic Association International, vol. 47(1), pages 34-54, January.
    34. Christophe Rault & António Afonso, 2009. "Bootstrap panel granger-causality between government budget and external deficits for the EU," Economics Bulletin, AccessEcon, vol. 29(2), pages 1027-1034.
    35. Bradley T. Ewing & James E. Payne & Mark A. Thompson & Omar M. Al-Zoubi, 2006. "Government Expenditures and Revenues: Evidence from Asymmetric Modeling," Southern Economic Journal, John Wiley & Sons, vol. 73(1), pages 190-200, July.
    36. Christos Kollias & Susana-Maria Paleologou, 2006. "Fiscal policy in the European Union: Tax and spend, spend and tax, fiscal synchronisation or institutional separation?," Journal of Economic Studies, Emerald Group Publishing, vol. 33(2), pages 108-120, May.
    37. Daniel K. Moalusi, 2007. "Causal Link between Government Spending and Revenue: A Case Study of Botswana," Fordham Economics Discussion Paper Series dp2007-07, Fordham University, Department of Economics.
    38. Huang, Chi & Tang, D. P., 1992. "Government revenue, expenditure, and national income: A granger causal analysis of the case of Taiwan," China Economic Review, Elsevier, vol. 3(2), pages 135-148.
    39. Baffes, John & Shah, Anwar, 1994. "Causality and comovement between taxes and expenditures: Historical evidence from Argentina, Brazil, and Mexico," Journal of Development Economics, Elsevier, vol. 44(2), pages 311-331, August.
    40. Tsangyao Chang & Wen Rong Liu & Steven Caudill, 2002. "Tax-and-spend, spend-and-tax, or fiscal synchronization: new evidence for ten countries," Applied Economics, Taylor & Francis Journals, vol. 34(12), pages 1553-1561.
    41. Abdulnasser Hatemi-J & Ghazi Shukur, 1999. "The causal nexus of government spending and revenue in Finland: a bootstrap approach," Applied Economics Letters, Taylor & Francis Journals, vol. 6(10), pages 641-644.
    42. Andrew Phiri, 2017. "Nonlinearities in Wagner's law: further evidence from South Africa," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 9(3), pages 231-249.
    43. repec:kap:iaecre:v:15:y:2009:i:2:p:143-155 is not listed on IDEAS
    44. Paresh Kumar Narayan & Seema Narayan, 2006. "Government revenue and government expenditure nexus: evidence from developing countries," Applied Economics, Taylor & Francis Journals, vol. 38(3), pages 285-291.
    45. Ahmad Zubaidi Baharumshah & Aliyu Alhaji Jibrilla & Abdalla Sirag & Hamisu Sadi Ali & Ibrahim Muye Muhammad, 2016. "Public Revenue-Expenditure Nexus in South Africa: Are there Asymmetries?," South African Journal of Economics, Economic Society of South Africa, vol. 84(4), pages 520-537, December.
    46. Meltzer, Allan H & Richard, Scott F, 1981. "A Rational Theory of the Size of Government," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 914-927, October.
    47. Athanasios Athanasenas & Constantinos Katrakilidis & Emmanouil Trachanas, 2014. "Government spending and revenues in the Greek economy: evidence from nonlinear cointegration," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 41(2), pages 365-376, May.
    48. Provopoulos, George & Zambaras, Athanassios, 1991. "Testing for Causality between Government Spending and Taxation," Public Choice, Springer, vol. 68(1-3), pages 277-282, January.
    49. Enders, Walter & Granger, Clive W J, 1998. "Unit-Root Tests and Asymmetric Adjustment with an Example Using the Term Structure of Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(3), pages 304-311, July.
    50. Tsangyao Chang & Gengnan Chiang, 2009. "Revisiting the Government Revenue-Expenditure Nexus: Evidence from 15 OECD Countries Based on the Panel Data Approach," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 59(2), pages 165-172, June.
    51. Edward Ghartey, 2010. "Cointegration and Causal Relationship between Taxes and Spending for Kenya, Nigeria and South Africa," International Economic Journal, Taylor & Francis Journals, vol. 24(2), pages 267-282.
    52. Koren, Stephan & Stiassny, Alfred, 1998. "Tax and Spend, or Spend and Tax? An International Study," Journal of Policy Modeling, Elsevier, vol. 20(2), pages 163-191, April.
    53. Magazzino, Cosimo, 2013. "Revenue and expenditure nexus: A case study of ECOWAS," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-27.
    54. Christos Kollias & Stelios Makrydakis, 2000. "Tax and spend or spend and tax? Empirical evidence from Greece, Spain, Portugal and Ireland," Applied Economics, Taylor & Francis Journals, vol. 32(5), pages 533-546.
    55. Olalekan Bashir Aworinde* & Mushay Adeniyi Ogundipe, 2015. "The tax-spend nexus in Nigeria: evidence from asymmetric modeling," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(1), pages 39-51, January-M.
    56. HYE, Qazi Muhammad Adnan & M Anwar, Jalil, 2010. "Revenue and Expenditure Nexus: A Case Study of Romania," MPRA Paper 32132, University Library of Munich, Germany.
    57. Debi Konukcu-Önal & Ayse Nil Tosun, 2008. "Government Revenue-Expenditure Nexus: Evidence From Several Transitional Economies," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 53(178-179), pages 145-156, July - De.
    58. Takumah, Wisdom, 2014. "The Dynamic Causal Relationship between Government Revenue and Government Expenditure Nexus in Ghana," MPRA Paper 58579, University Library of Munich, Germany.
    59. Roshaiza Taha & Nanthakumar Loganathan, 2008. "Causality Between Tax Revenue And Government Spending In Malaysia," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 2(2), pages 63-73.
    60. Olalekan Bashir Aworinde, 2013. "The tax-spend nexus in Nigeria: Evidence from Nonlinear Causality," Economics Bulletin, AccessEcon, vol. 33(4), pages 3117-3130.
    61. Paul R. Blackley, 1986. "Causality Between Revenues and Expenditures and the Size of the Federal Budget," Public Finance Review, , vol. 14(2), pages 139-156, April.
    62. Matthew Zapf & James Payne, 2009. "Asymmetric modelling of the revenue-expenditure nexus: evidence from aggregate state and local government in the US," Applied Economics Letters, Taylor & Francis Journals, vol. 16(9), pages 871-876.
    63. Andrew Young, 2011. "Do US federal revenues and expenditures respond asymmetrically to budgetary disequilibria?," Applied Economics Letters, Taylor & Francis Journals, vol. 18(8), pages 749-752.
    64. Narayan, Paresh Kumar, 2005. "The government revenue and government expenditure nexus: empirical evidence from nine Asian countries," Journal of Asian Economics, Elsevier, vol. 15(6), pages 1203-1216, January.
    65. Paleologou, Suzanna-Maria, 2013. "Asymmetries in the revenue–expenditure nexus: A tale of three countries," Economic Modelling, Elsevier, vol. 30(C), pages 52-60.
    66. Jones, Jonathan D. & Joulfaian, David, 1991. "Federal govemment expenditures and revenues in the early years of the American republic: Evidence from 1792 to 1860," Journal of Macroeconomics, Elsevier, vol. 13(1), pages 133-155.
    67. Francisco G. Carneiro & Joao R. Faria & Boubacar S. Barry, 2005. "Government Revenues And Expenditures In Guinea-Bissau: Causality And Cointegration," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 30(1), pages 107-117, June.
    68. Alan T. Peacock & Jack Wiseman, 1979. "Approaches To the Analysis of Government Expenditure Growth," Public Finance Review, , vol. 7(1), pages 3-23, January.
    69. repec:wei:journl:v:4:y:2014:i:2:p:2-17 is not listed on IDEAS
    70. Yousef Elyasi & Mohammad Rahimi, 2012. "The Causality between Government Revenue and Government Expenditure in Iran," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 5(1), pages 129-145, April.
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    Cited by:

    1. Andrew Phiri, 2018. "How sustainable are fiscal budgets in the Kingdom of Swaziland?," Working Papers 1810, Department of Economics, Nelson Mandela University, revised Mar 2018.
    2. Kambale Kavase & Andrew Phiri, 2018. "Are fiscal budgets sustainable in South Africa? Evidence from provincial level data," Business and Economic Horizons (BEH), Prague Development Center, vol. 14(2), pages 415-423, April.
    3. Phiri, Andrew, 2018. "Fiscal sustainability in BRICS countries: Evidence from asymmetric unit root tests augmented with Fourier fucntion," MPRA Paper 85501, University Library of Munich, Germany.
    4. Ibrahim, Taofik, 2018. "Government expenditure-revenue nexus reconsidered for Nigeria: Does structural break matter?," MPRA Paper 86220, University Library of Munich, Germany, revised 21 Oct 2017.
    5. Phiri, Andrew, 2019. "Fiscal sustainability in BRICS countries: evidence from asymmetric unit root test augmented with Fourier function," Business and Economic Horizons (BEH), Prague Development Center (PRADEC), vol. 15(2).
    6. Krasnopeeva, Natalia, 2023. "Revenues and expenditures of Russian regional budgets: Granger causality analysis," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 70, pages 5-33.

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    More about this item

    Keywords

    Revenue; Expenditure; Fiscal budget sustainability; Threshold cointegration; MTAR; Causality; South Africa;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • 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
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • H61 - Public Economics - - National Budget, Deficit, and Debt - - - Budget; Budget Systems
    • H62 - Public Economics - - National Budget, Deficit, and Debt - - - Deficit; Surplus

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