Volume 6 - Number 3 | November 2022

Does excessive degrees of financial depth push hyper-inflation?

Yogeeswari Subramaniam, and Tajul Ariffin Masron

Abstract:

Purpose
Using an innovative threshold estimation technique, this paper provides new evidence on the relationship between finance and inflation with distinct levels of finance.
Design/methodology/approach
The sample consisted of 10 high inflation countries using time series data for the period of 1992–2020. These 10 countries recorded the world's highest inflation rates in 2017.
Findings
The findings demonstrate that there is a threshold effect on the finance–inflation relationship. Whilst the effects of finance are consistently positive for below and above the threshold models, financial depth above the threshold tends to aggravate the inflation level.
Practical implications
These results disclose that financial depth could be the cause of high inflation in the top 10 countries and thus, is not necessarily welcome as too rapid of a price increase may in turn reverse the prospect of economic growth. Searching and strategizing for the optimal level of financing is crucial in facilitating price stability and economic growth.
Originality/value
The authors believe that the effect of financial depth on inflation is characterised by being desirable to certain extent and undesirable if over-financing is beyond the optimum level. Therefore, in this study, the authors have introduced the threshold modelling as the potential strategy to connect financial depth and inflation.

References:

  1. Adu, G. and Marbuah, G. (2011), “Determinants of inflation in Ghana: an empirical investigation”, South African Journal of Economics, Vol. 79 No. 3, pp. 251-269.
  2. Agénor, P.R. and da Silva, L.A.P. (2014), “Macroprudential regulation and the monetary transmission mechanism”, Journal of Financial Stability, Vol. 13, pp. 44-63.
  3. Agoba, A.M., Sare, Y.A. and Bugri-Anarfo, E. (2017), “Financial inclusion and monetary policy: a review of recent studies”, Ghana Journal of Development Studies, Vol. 14 No. 1, pp. 231-254.
  4. Ahmed, A.A. (2018), “Bank-based financial development and economic growth: time-varying causality analysis for Egypt”, International Journal of Economics and Finance, Vol. 10 No. 4, p. 123.
  5. Alfada, A. (2019), “The destructive effect of corruption on economic growth in Indonesia: a threshold model”, Heliyon, Vol. 5 No. 10, p. e02649.
  6. Anari, A. and Kolari, J. (2016), “Dynamics of interest and inflation rates”, Journal of Empirical Finance, Chicago, Vol. 39, pp. 129-144.
  7. Arcand, J.L., Berkes, E. and Panizza, U. (2015), “Too much finance?”, Journal of Economic Growth, Vol. 20 No. 2, pp. 105-148.
  8. Armesh, H., Salarzehi, H., Yaghoobi, N. and Heydari, A. (2010), “Causes of inflation in the Iranian economy”, International Review of Business Research Papers, Vol. 6 No. 3, pp. 30-44.
  9. Atkins, F.J. and Coe, P.J. (2002), “An ARDL bounds test of the long-run Fisher effect in the United States and Canada”, Journal of Macroeconomics, Vol. 24 No. 2, pp. 255-266.
  10. Aurangzeb, A.U.H. and Haq, U.A. (2012), “Determinants of inflation in Pakistan”, University Journals of Management and Social Sciences, Vol. 2 No. 4, pp. 89-96.
  11. Balderston, T. (1989), “War finance and inflation in Britain and Germany, 1914-1918”, The Economic History Review, Vol. 42 No. 2, pp. 222-244.
  12. Barsky, R.B. and De Long, J.B. (1991), “Forecasting pre-world war I inflation: the Fisher effect and the gold standard”, The Quarterly Journal of Economics, Vol. 106 No. 3, pp. 815-836.
  13. Barth, M. and Ramey, V. (2001), “The cost channel of monetary transmission”, NBER Macroeconomics Annual 2001, MIT Press, Cambridge, pp. 199-240.
  14. Batra, R. (2001), “Are tariffs inflationary?”, Review of International Economics, Vol. 9 No. 3, pp. 373-382.
  15. Bayoumi, T. and Melander, O. (2008), “Credit matters: empirical evidence on US macro-financial linkages”, International Monetary Fund Working Paper 169, Washington, DC.
  16. Beck, T. and Levine, R. (2004), “Stock markets, banks, and growth: panel evidence”, Journal of Banking and Finance, Vol. 28 No. 3, pp. 423-442.
  17. Blinder, A.S., Ehrmann, M., Fratzscher, M., De Haan, J. and Jansen, D.J. (2008), “Central bank communication and monetary policy: a survey of theory and evidence”, Journal of Economic Literature, Vol. 46 No. 4, pp. 910-945.
  18. Bowdler, C. (2003), “Openness and the output-inflation tradeoff”, Nuffield College Working Paper 2003-04, Oxford.
  19. Calza, A., Manrique, M. and Sousa, J. (2006), “Credit in the Euro area: an empirical investigation using aggregate data”, The Quarterly Review of Economics and Finance, Vol. 46 No. 2, pp. 211-226.
  20. Cecchetti, G. and Kharroubi, E. (2012), “Reassessing the impact of finance on growth”, BIS Working Papers No. 381, Bank for International Settlements.
  21. Chu, A.C., Cozzi, G., Furukawa, Y. and Liao, C.H. (2017), “Inflation and economic growth in a Schumpeterian model with endogenous entry of heterogeneous firms”, European Economic Review, Vol. 98, pp. 392-409.
  22. Clarida, R., Gali, J. and Gertler, M. (1999), “The science of monetary policy: a new Keynesian perspective”, Journal of Economic Literature, Vol. 37 No. 4, pp. 1661-1707.
  23. Cologni, A. and Manera, M. (2008), “Oil prices, inflation and interest rates in a structural cointegrated VAR model for the G-7 countries”, Energy Economics, Vol. 30 No. 3, pp. 856-888.
  24. Cottarelli, C., Griffith, M. and Moghadam, R. (1998), “The nonmonetary determinants of inflation: a panel data study”, IMF Working Paper WP/98/23, Washington, DC.
  25. Crotty, J. (2009), “Structural causes of the global financial crisis: a critical assessment of the ‘new financial architecture”, Cambridge Journal of Economics, Vol. 33 No. 4, pp. 563-580.
  26. De Gregorio, J. and Guidotti, P.E. (1995), “Financial development and economic growth”, World Development, Vol. 23 No. 3, pp. 433-448.
  27. Demetriades, P.O. and James, G.A. (2011), “Finance and growth in Africa: the broken link”, Economics Letters, Vol. 113 No. 3, pp. 263-265.
  28. Demetriades, P.O. and Rousseau, P.L. (2011), “Government, openness and finance: past and present”, The Manchester School, Vol. 79, pp. 98-115.
  29. Ebiringa, O.T. and Anyaogu, N.B. (2014), “Exchange rate, inflation and interest rates relationships: an autoregressive distributed lag analysis”, Journal of Economics and Development Studies, Vol. 2 No. 2, pp. 263-279.
  30. Ehigiamusoe, K.U. and Lean, H.H. (2018), “Finance–growth nexus: new insights from the West African region”, Emerging Markets Finance and Trade, Vol. 54 No. 11, pp. 2596-2613.
  31. Ehigiamusoe, K.U., Lean, H.H. and Chan, J.H. (2020), “Influence of macroeconomic stability on financial development in developing economies: evidence from West African region”, The Singapore Economic Review, Vol. 65 No. 04, pp. 837-856.
  32. Ehigiamusoe, K.U., Lean, H.H. and Lee, C.C. (2019), “Moderating effect of inflation on the finance–growth nexus: insights from West African countries”, Empirical Economics, Vol. 57 No. 2, pp. 399-422.
  33. Ehigiamusoe, K.U., Narayanan, S. and Poon, W.C. (2021), “Revisiting the role of inflation in financial development: unveiling non-linear and moderating effects”, Asia-Pacific Journal of Business Administration, doi: 10.1108/APJBA-04-2021-0171.
  34. Ericsson, N.R., Irons, J.S. and Tryon, R.W. (2001), “Output and inflation in the long run”, Journal of Applied Econometrics, Vol. 16 No. 3, pp. 241-253.
  35. Evans, R.W. (2007), “Is openness inflationary? Imperfect competition and monetary market power”, Federal Reserve Bank of Dallas Globalization and Monetary Policy Institute Working Paper No. 2007 (1), Federal Reserve Bank of Dallas.
  36. Ghazali, N.A. and Ramlee, S. (2003), “A long memory test of the long-run Fisher effect in the G7 countries”, Applied Financial Economics, Vol. 13 No. 10, pp. 763-769.
  37. Giordani, P. (2004), “An alternative explanation of the price puzzle”, Journal of Monetary Economics, Vol. 51 No. 6, pp. 1271-1296.
  38. Habibullah, M.S. (1999), Divisia Monetary Aggregates and Economic Activities in Asian Developing Economies, Ashgate, Aldershot.
  39. Hallman, J.J., Porter, R.D. and Small, D.H. (1991), “Is the price level tied to the M2 monetary aggregate in the long run?”, The American Economic Review, Vol. 89 No. 2, pp. 841-858.
  40. Hansen, B.E. (1999), “Threshold effects in non-dynamic panels: estimation, testing, and inference”, Journal of Econometrics, Vol. 93 No. 2, pp. 345-368.
  41. Hansen, B.E. (2000), “Sample splitting and threshold estimation”, Econometrica, Vol. 68 No. 3, pp. 575-603.
  42. Hossain, M.S. and Mitra, R. (2017), “The determinants of price inflation in the United States: a multivariate dynamic cointegration and causal analysis”, The Journal of Developing Areas, Vol. 51 No. 1, pp. 153-175.
  43. Huang, H.C., Lin, S.C., Kim, D.H. and Yeh, C.C. (2010), “Inflation and the finance–growth nexus”, Economic Modelling, Vol. 27 No. 1, pp. 229-236.
  44. Kar, M., Nazlıoglu, S. and Agır, H. (2011), “Financial development and economic growth nexus in the MENA countries: bootstrap panel granger causality analysis”, Economic Modelling, Vol. 28 Nos 1-2, pp. 685-693.
  45. Kim, M. and Beladi, H. (2005), “Is free trade deflationary?”, Economics Letters, Vol. 89 No. 3, pp. 343-349.
  46. Korkmaz, S. (2015), “Impact of bank credits on economic growth and inflation”, Journal of Applied Finance and Banking, Vol. 5 No. 1, p. 51.
  47. Law, S.H. and Singh, N. (2014), “Does too much finance harm economic growth?”, Journal of Banking and Finance, Vol. 41, pp. 36-44.
  48. Krause, S. and Rioja, F. (2006), “Financial development and monetary policy efficiency”, Emory Economics, Vol. 613 No. 158, pp. 100-121.
  49. Law, S.H., Azman-Saini, W.N.W. and Ibrahim, M.H. (2013), “Institutional quality thresholds and the finance–Growth nexus”, Journal of Banking and Finance, Vol. 37 No. 12, pp. 5373-5381.
  50. Levine, R. (1997), “Financial development and economic growth: views and agenda”, Journal of Economic Literature, Vol. 35 No. 2, pp. 688-726.
  51. Levine, R., Loayza, N. and Beck, T. (2000), “Financial intermediation and growth: causality and causes”, Journal of Monetary Economics, Vol. 46 No. 1, pp. 31-77.
  52. Lipsey, R.E. (1999), “The location and characteristics of US affiliates in Asia”, Economics, NBER working paper 6876, National Bureau of Economic Research, Cambridge.
  53. Mishkin, F.S. (1981), “The real interest rate: an empirical investigation”, Carnegie-Rochester Conference Series on Public Policy, North-Holland, Vol. 15, pp. 151-200.
  54. Mishkin, F.S. (1988), “The information in the term structure: some further results”, Journal of Applied Econometrics, Vol. 3, pp. 307-314.
  55. Mishkin, F.S. (1992), “Anatomy of a financial crisis”, Journal of Evolutionary Economics, Vol. 2 No. 2, pp. 115-130.
  56. Mishkin, F.S. (2000), Financial Stability and the Macroeconomy, Central Bank of Iceland, Economics Department.
  57. Mmasi, B.S. (2013), “An Investigation of the Relationship between Interest Rate and Inflation in Kenya”, Unpublished MBA project report, University of Nairobi.
  58. Moorthy, V. and Kolhar, S. (2011), “Rising food inflation and India's monetary policy”, Indian Growth and Development Review, Vol. 4 No. 1, pp. 73-94.
  59. Mukhtar, T. (2010), “Does trade openness reduce inflation? Empirical evidence from Pakistan”, Lahore Journal of Economics, Vol. 15 No. 2.
  60. Odhiambo, N.M. (2009), “Finance-growth nexus and inflation dynamics in Kenya: an empirical investigation”, Savings and Development, Vol. 33 No. 1, pp. 7-25.
  61. Patnaik, I., Shah, A. and Veronese, G. (2011), “How should inflation be measured in India?”, Economic and Political Weekly, Vol. XLVI No. 16, pp. 55-64.
  62. Prasertnukul, W., Kim, D. and Kakinaka, M. (2010), “Exchange rates, price levels, and inflation targeting: evidence from Asian countries”, Japan and the World Economy, Vol. 22 No. 3, pp. 173-182.
  63. Rajagopal, P., (2007), “Trade openness and inflation in Latin American countries”, Tecnológico de Monterrey Marketing Working Paper No. 2007-05-MKT, Ciudad de México.
  64. Ramady, M.A. and Kantarelis, D. (2009), “Financial capital democratisation: recipes for growth and disaster”, International Journal of Society Systems Science, Vol. 1 No. 4, pp. 325-350.
  65. Rioja, F. and Valev, N. (2004), “Does one size fit all?: a reexamination of the finance and growth relationship”, Journal of Development Economics, Vol. 74 No. 2, pp. 429-447.
  66. Rogoff, K. (1985), “Can international monetary policy cooperation be counterproductive?”, Journal of International Economics, Vol. 18, pp. 199-217.
  67. Romer, D. (1993), “Openness and inflation: theory and evidence”, The Quarterly Journal of Economics, Vol. 108 No. 4, pp. 869-903.
  68. Rousseau, P.L. and Wachtel, P. (2001), “Inflation, financial development and growth”, Economic Theory, Dynamics and Markets, Springer, Boston, MA, pp. 309-324.
  69. Rousseau, P.L. and Wachtel, P. (2002), “Inflation thresholds and the finance–growth nexus”, Journal of International Money and Finance, Vol. 21 No. 6, pp. 777-793.
  70. Rousseau, P.L. and Yilmazkuday, H. (2009), “Inflation, financial development, and growth: atrilateral analysis”, Economic Systems, Vol. 33 No. 4, pp. 310-324.
  71. Sachsida, A., Carneiro, F.G. and Loureiro, P.R. (2003), “Does greater trade openness reduce inflation? Further evidence using panel data techniques”, Economics Letters, Vol. 81 No. 3, pp. 315-319.
  72. Sowa, N.K. (1994), “Fiscal deficits, output growth and inflation targets in Ghana”, World Development, Vol. 22 No. 8, pp. 1105-1117.
  73. Sowa, N.K. and Kwakye, J.K. (1991), “Inflationary trends and control in Ghana”, AERC Research Report, Nairobi.
  74. Tanzi, V. (1980), “Inflationary expectations, economic activity, taxes, and interest rates”, The American Economic Review, Vol. 70 No. 1, pp. 12-21.
  75. Tillmann, P. (2008), “Do interest rates drive inflation dynamics? An analysis of the cost channel of monetary transmission”, Journal of Economic Dynamics and Control, Vol. 32 No. 9, pp. 2723-2744.
  76. Trew, A. (2006), “Finance and growth: a critical survey”, Economic Record, Vol. 82 No. 259, pp. 481-490.
  77. Vines, A. (2016), “Continuity and change in Angola: insights from modern history”, International Affairs, Vol. 92 No. 5, pp. 1229-1237.
  78. Vo, X.V. and Nguyen, P.C. (2017), “Monetary policy transmission in Vietnam: evidence from a VAR approach”, Australian Economic Papers, Vol. 56 No. 1, pp. 27-38.
  79. World Bank (2022a), “World development indicators”, available at: http://data.worldbank.org/indicator.
  80. World Bank (2022b), “Global financial development”, available at: http://databank.worldbank.org/data/global-financial-development.
  81. Wynne, M.A. and Kersting, E.K. (2007), Openness and Inflation, Staff Paper 2, Federal Reserve Bank of Dallas.
  82. Yang, G. and Liu, H. (2016), “Financial development, interest rate liberalization, and macroeconomic volatility”, Emerging Markets Finance and Trade, Vol. 52 No. 4, pp. 991-1001.
  83. Zhang, C. and Pang, H. (2008), “Excess liquidity and inflation dynamics in China: 1997-2007”, China and World Economy, Vol. 16 No. 4, pp. 1-15.
  • Further reading
  1. Anari, A. and Kolari, J. (2001), “Stock prices and inflation”, Journal of Financial Research, Vol. 24 No. 4, pp. 587-602.
  2. Ehigiamusoe, K.U. and Lean, H.H. (2019), “Effects of energy consumption, economic growth, and financial development on carbon emissions: evidence from heterogeneous income groups”, Environmental Science and Pollution Research, Vol. 26 No. 22, pp. 22611-22624.
  3. Ehigiamusoe, K.U. and Lean, H.H. (2020), “The role of deficit and debt in financing growth in West Africa”, Journal of Policy Modeling, Vol. 42 No. 1, pp. 216-234.