Politická ekonomie 2023, 71(3):238-266 | DOI: 10.18267/j.polek.1385

What Drives Inflation in High-inflation Countries? Evidence from Haiti, Sudan, Türkiye and Zambia

Mehmet Mucuk ORCID...a, Sümeyra Evren ORCID...b

The main purpose of this paper is to investigate the long-term effects of money supply, economic growth, interest rate, exchange rate, domestic credits and the oil price on inflation in Haiti, Sudan, Türkiye and Zambia, which are among the world’s highest-inflation countries according to 2021 data. For this purpose, a panel cointegration approach is applied where fully modified ordinary least squares (FMOLS) and dynamic ordinary least squares (DOLS) techniques are employed to explore the long-term effects with the help of annual data for the period 2000–2019. Also, the Dumitrescu and Hurlin panel causality test is used to determine whether there is a causality from these variables to inflation. The empirical findings show that there is a long-term relationship among these variables for the whole panel. The consequences from the FMOLS and DOLS estimates show that (i) money supply has a positive effect on inflation, (ii) economic growth affects inflation positively, (iii) an in- crease in the exchange rate causes inflation to rise, (iv) the oil price affects inflation positively, (v) interest rate affects inflation negatively, and (vi) domestic credits have a negative effect on inflation. In this context, we find that the exchange rate is the variable that has the greatest effect on inflation. Moreover, the findings of the panel causality test suggest that there is a causal relationship from money supply, economic growth, exchange rate and the oil price to inflation.

Keywords: Inflation, money supply, economic growth, interest rate, exchange rate, domestic credits, oil price
JEL classification: E31, E40, F31

Received: March 30, 2022; Revised: January 13, 2023; Accepted: January 19, 2023; Published: June 26, 2023  Show citation

ACS AIP APA ASA Harvard Chicago Chicago Notes IEEE ISO690 MLA NLM Turabian Vancouver
Mucuk, M., & Evren, S. (2023). What Drives Inflation in High-inflation Countries? Evidence from Haiti, Sudan, Türkiye and Zambia. Politická ekonomie71(3), 238-266. doi: 10.18267/j.polek.1385
Download citation

References

  1. Al-Masbhi, G., Du, Y. (2021). Determinants of exchange rate: Vector error correction method (VECM). Case of Yemen. Open Journal of Social Sciences, 9(8), 47-60, https://doi.org/10.4236/jss.2021.98005 Go to original source...
  2. Al-Oshaibat, S. D., Banikhalid, H. H. (2019). The impact of bank credit on inflation in Jordan by using vector auto regression model: A case study of Jordan during 1968-2017. International Business Research, 12(5), 34-39, https://doi.org/10.5539/ibr.v12n5p34 Go to original source...
  3. Anari, A., Kolari, J. (2016). Dynamics of interest and inflation rates. Journal of Empirical Finance, 39(A), 129-144, https://doi.org/10.1016/j.jempfin.2016.08.008 Go to original source...
  4. Anderson, R. (2005). Wicksell's natural rate [online]. St. Louis: Federal Reserve Bank of St Louis. Available at: https://files.stlouisfed.org/files/htdocs/publications/es/05/ES0506.pdf
  5. Asghar, N., Naveed, T. A. (2015). Pass-through of world oil prices to inflation: A time series analysis of Pakistan. Pakistan Economic and Social Review, 269-284.
  6. Asgharpur, H., Kohnehshahri, L. A., Karami, A. (2007). The relationships between interest rates and inflation changes: An analysis of long-term interest rate dynamics in developing countries. In: International Economic Conference on Trade and Industry (IECTI), Bayview Hotel Georgetown, Penang. 3-5 December.
  7. Atrkar Roshan, S. A. R. (2014). Inflation and Money supply growth in Iran: Empirical evidences from cointegration and causality. Iranian Economic Review, 18(1), 131-152.
  8. Aydin, M. (2019). Renewable and non-renewable electricity consumption-economic growth nexus: Evidence from OECD countries. Renewable energy, 136, 599-606. https://doi.org/10.1016/j.renene.2019.01.008 Go to original source...
  9. Ayub, G., Rehman, N., Iqbal, M., et al. (2014). Relationship between inflation and interest rate: evidence from Pakistan. Research Journal of Recent Sciences, 3(4), 51-55.
  10. Bawa, S., Abdullahi, I. S., Tukur, D., et al. (2020). Asymmetric impact of oil price on inflation in Nigeria. CBN Journal of Applied Statistics, 11(2), 85-113. Go to original source...
  11. Beirne, J., Hunter, J., Simpson, M. (2007). Is the real exchange rate stationary? The application of similar tests for a unit root in the univariate and panel cases. Quantitative and Qualitative Analysis in Social Sciences, 1(2), 55-70.
  12. Bhattarai, K. (2019). Application of panel data models for empirical economic analysis. In: Tsionas, M. Panel Data Econometrics, 665-708. ISBN 978-0-12-815859-3. Go to original source...
  13. Bilgili, F., Ünlü, F., Gençoğlu, P., et al. (2021). Modeling the exchange rate pass-through in Turkey with uncertainty and geopolitical risk: A Markov regime-switching approach. Applied Economic Analysis, 30(88), 52-70. https://doi.org/10.1108/AEA-08-2020-0105 Go to original source...
  14. Bölükbaş, M. (2019). Türkiye'de enflasyon cari açik ve bankacilik sektörü kredileri: 2006-2018 dönemi İçin bir inceleme. Sosyal Bilimler Araştirma Dergisi, 8(2), 77-92.
  15. Breusch, T. S., Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239-253, https://doi.org/10.2307/2297111 Go to original source...
  16. Bui, Q., Wang, Z., Zhang, B., et al. (2021). Revisiting the biomass energy-economic growth linkage of BRICS countries: A panel quantile regression with fixed effects approach. Journal of Cleaner Production, 316, 128382, https://doi.org/10.1016/j.jclepro.2021.128382 Go to original source...
  17. Cunado, J., de Gracia, F. P. (2005). Oil prices, economic activity and inflation: Evidence for some Asian countries. The Quarterly Review of Economics and Finance, 45(1), 65-83, https://doi.org/10.1016/j.qref.2004.02.003 Go to original source...
  18. Çinar, S. (2011). Gelir ve CO2 emisyonu ilişkisi: panel birim kök ve eşbütünleşme testi. Uludağ Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 30(2), 71-83.
  19. Èaplánová, A. (2003). Profily svetovŭch ekonómov: Knut Wicksell. BIATEC, 11(4).
  20. Dumitrescu, E.-I., Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic modelling, 29(4), 1450-1460, https://doi.org/10.1016/j.econmod.2012.02.014 Go to original source...
  21. Duodu, E., Baidoo, S. T., Yusif, H., et al. (2022). Money supply, budget deficit and inflation dynamics in Ghana: An empirical investigation. Cogent Business & Management, 9(1), 2043810, https://doi.org/10.1080/23311975.2022.2043810 Go to original source...
  22. Dwivedi, D. N. (2005). Macroeconomics: Theory and Policy. New York: McGraw-Hill Education.
  23. Fischer, B., Mayer, T. (1980). On the structuralist view of inflation in some Latin American countries: A reassessment. Kiel Working Paper No. 103.
  24. Fisher, I. (1930). Theory of interest: as determined by impatience to spend income and opportunity to invest it. Clifton: Augustus Kelly Publishers.
  25. Forbes, K. (2016). Much ado about something important: How do exchange rate movements affect inflation? The Manchester School, 84(S1), 15-41, https://doi.org/10.1111/manc.12159 Go to original source...
  26. Friedman, M., Meiselman, D. (1958). The relative stability of monetary velocity and the investment multiplier in the United States, 1897-1958. Chicago: Department of Economics, University of Chicago.
  27. Gharehgozli, O., Lee, S. (2022). Money Supply and Inflation after COVID-19. Economies, 10(5), 101, https://doi.org/10.3390/economies10050101 Go to original source...
  28. Hadri, K. (2000). Testing for stationarity in heterogeneous panel data. The Econometrics Journal, 3(2), 148-161, https://doi.org/10.1111/1368-423X.00043 Go to original source...
  29. Hetzel, R. L. (2007). The contributions of Milton Friedman to economics. Economic Quarterly, 93(1), 1-30.
  30. Hu, Y., Hou, Y. G., Oxley, L. (2020). What role do futures markets play in Bitcoin pricing? Causality, cointegration and price discovery from a time-varying perspective? International Review of Financial Analysis, 72, 101569, https://doi.org/10.1016/j.irfa.2020.101569 Go to original source...
  31. Humphrey, T. M. (1976). Interest rates, expectations, and the Wicksellian policy rule. Atlantic Economic Journal, 4(1), 9-20, https://doi.org/10.1007/BF02304276 Go to original source...
  32. Hüfner, F. P., Schröder, M. (2002). Exchange rate pass-through to consumer prices: A European perspective. ZEW Working Paper No. 02-20. Go to original source...
  33. Ikpesu, F. (2021). Banking sector credit, inflation and growth in sub-Saharan African countries. Journal of Transnational Management, 26(3), 164-178, https://doi.org/10.1080/15475778.2021.1947170 Go to original source...
  34. Islam, M. S. (2021). Impact of socioeconomic development on inflation in South Asia: Evidence from panel cointegration analysis. Applied Economic Analysis, 30(88), 38-51, https://doi.org/10.1108/AEA-07-2020-0088 Go to original source...
  35. Jahan, S., Mahmud, A. S., Papageorgiou, C. (2014). What is Keynesian Economics? International Monetary Fund, 51(3), 53-54.
  36. Jaradat, M. A., Al-Hhosban, S. (2014). Relationship and causality between interest rate and inflation rate case of Jordan. Interdisciplinary Journal of Contemporary Research in Business, 6(4), 54-65.
  37. Jayathileke, P. M. B., Rathnayake, R. M. K. T. (2013). Testing the link between inflation and economic growth: Evidence from Asia. Modern Economy, 4(2), 87-92, https://doi.org/10.4236/me.2013.42011 Go to original source...
  38. Johnson, K.-A. (2015). Analysis of the impact of the economic credits on the inflation and economic growth in Togo. African Journal of Marketing Management, 7(6), 69-79, https://doi.org/10.5897/AJMM2014.0414 Go to original source...
  39. Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90(1), 1-44, https://doi.org/10.1016/S0304-4076(98)00023-2 Go to original source...
  40. Kao, C., Chiang, M.-H. (2001). On the estimation and inference of a cointegrated regression in panel data. In: Baltagi, B. H. et al. Nonstationary panels, panel cointegration, and dynamic panels. Bingley: Emerald Group Publishing Limited, 179-222, https://doi.org/10.1016/S0731-9053(00)15007-8 Go to original source...
  41. Karaman Örsal, D. D. (2009). Essays on panel cointegration testing. Berlin. Dissertation. Humboldt-Universität, Wirtschaftswissenschaftlichen Fakultät. Supervisors: Bernd Droge, Nikolaus Hautsch. Available at: https://edoc.hu-berlin.de/bitstream/handle/18452/16546/karaman-oersal.pdf?sequence=1
  42. Karki, D., Risal, H. G. (2019). Asymmetric Impact of Oil Price on Inflation: Evidence from Nepal. NRB Economic Review, 31(1), 21-46, https://doi.org/10.3126/nrber.v31i1.35306 Go to original source...
  43. Kim, K. (2021). Production sharing and exchange rate pass-through. International Review of Economics & Finance, 76, 817-835, https://doi.org/10.1016/j.iref.2021.07.017 Go to original source...
  44. Kok, S. C., Munir, Q. (2015). Malaysian finance sector weak-form efficiency: Heterogeneity, structural breaks, and cross-sectional dependence. Journal of Economics, Finance and Administrative Science, 20(39), 105-117, https://doi.org/10.1016/j.jefas.2015.10.002 Go to original source...
  45. König, P. J., Chervyakov, D. (2017). The natural rate of interest I: Theory. DIW Roundup: Politik im Fokus No. 108.
  46. Kyo, K. (2018). The dynamic relationship between economic growth and inflation in Japan. Open Journal of Social Sciences, 6(3), 20-32, https://doi.org/10.4236/jss.2018.63003 Go to original source...
  47. Lacheheb, M., Sirag, A. (2019). Oil price and inflation in Algeria: A nonlinear ARDL approach. The Quarterly Review of Economics and Finance, 73, 217-222, https://doi.org/10.1016/j.qref.2018.12.003 Go to original source...
  48. Lado, E. P. Z. (2015). Test of relationship between exchange rate and inflation in South Sudan: Granger-Causality approach. Economics, 4(2), 34-40, https://doi.org/ 10.11648/j.eco.20150402.13 Go to original source...
  49. Laflèche, T. (1997). The impact of exchange rate movements on consumer prices. Bank of Canada Review, Winter 1996-1997, 21-32.
  50. Lin, M.-T. (1967). Keynes's Theory and Inflation. Manhattan. Master's report. Kansas State University, Department of Economics. Available at: https://core.ac.uk/download/pdf/33362789.pdf
  51. Mahmood, Y., Bokhari, R., Aslam, M. (2013). Trade-off between inflation, interest and unemployment rate of Pakistan: A cointegration analysis. Pakistan Journal of Commerce and Social Sciences, 7(3), 482-492.
  52. Mallik, G., Chowdhury, A. (2001). Inflation and economic growth: Evidence from four south Asian countries. Asia-Pacific Development Journal, 8(1), 123-135.
  53. Menegaki, A. N. (2019). The ARDL method in the energy-growth nexus field; best implementation strategies. Economies, 7(4), 105, https://doi.org/10.3390/economies7040105 Go to original source...
  54. Mercan, M. (2014). Feldstein-Horioka hipotezinin AB-15 ve Türkiye ekonomisi için sinanmasi: Yatay kesit bağimliliği altinda yapisal kirilmali dinamik panel veri analizi. Ege Academic Review, 14(2), 231-245. Go to original source...
  55. Moghadasi, L. S. (2018). The study of economic complexity and GDP effect on inflation rate and income inequality in Persian Gulf States 2002-2015. Mapta Journal of Mechanical and Industrial Engineering (MJMIE), 2(3), 31-39. Go to original source...
  56. Moroney, J. R. (2002). Money growth, output growth, and inflation: Estimation of a modern quantity theory. Southern Economic Journal, 69(2), 398-413, https://doi.org/10.2307/1061679 Go to original source...
  57. Murthy, V., Okunade, A. (2018). Is the health care price inflation in US urban areas stationary? Evidence from panel unit root tests. Journal of Economics, Finance and Administrative Science, 23(44), 77-94. Go to original source...
  58. Musgrave, R. A., Musgrave, P. B. (1989). Public Finance in Theory and Practice. 5th ed. New York: McGraw-Hill Book Co. ISBN 0-07-044127-8.
  59. Najand, M., Noronha, G. (1998). Causal relations among stock returns, inflation, real activity, and interest rates: Evidence from Japan. Global Finance Journal, 9(1), 71-80, https://doi.org/10.1016/S1044-0283(98)90015-1 Go to original source...
  60. Nell, C., Zimmermann, S. (2011). Summary based on chapter 12 of Baltagi: Panel unit root tests. PhD-Course: Panel Data. Vienna: Department of Economics, University of Vienna.
  61. Nguyen, B. (2015). Effects of fiscal deficit and money M2 supply on inflation: Evidence from selected economies of Asia. Journal of Economics, Finance and Administrative Science, 20(38), 49-53, https://doi.org/10.1016/j.jefas.2015.01.002 Go to original source...
  62. Nusair, S. A. (2019). Oil price and inflation dynamics in the Gulf Cooperation Council countries. Energy, 181(C), 997-1011, https://doi.org/10.1016/j.energy.2019.05.208 Go to original source...
  63. Onyekachi, O., Onyebuchi, E. (2016). An econometric analysis of the relationship between exchange rate depreciation and inflation in Nigeria. International Journal of Economics, Commerce and Management, 4(9), 52-75.
  64. Orimogunje, O. E. (2019). The impact of banking credit on economic growth and inflation: The case of Nigeria. IOSR Journal of Business and Management (IOSR-JBM), 21(2), 32-44, https://doi.org/10.9790/487X-2102013244 Go to original source...
  65. Pedroni, P. (1999). Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxford Bulletin of Economics and statistics, 61(S1), 653-670, https://doi.org/10.1111/1468-0084.0610s1653 Go to original source...
  66. Pereira, D. S., Marques, A. C., Fuinhas, J. A. (2019). Are renewables affecting income distribution and increasing the risk of household poverty? Energy, 170(C), 791-803, https://doi.org/10.1016/j.energy.2018.12.199 Go to original source...
  67. Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. IZA Discussion Paper No. 1240. Go to original source...
  68. Pesaran, M. H., Ullah, A., Yamagata, T. (2008). A bias-adjusted LM test of error cross-section independence. The Econometrics Journal, 11(1), 105-127. Go to original source...
  69. Pesaran, M. H., Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50-93, https://doi.org/10.1016/j.jeconom.2007.05.010 Go to original source...
  70. Pham, T. A. T., Nguyen, T. T., Nasir, M. A., et al. (2020). Exchange rate pass-through: A comparative analysis of inflation targeting non-targeting ASEAN-5 countries. The Quarterly Review of Economics and Finance, 87, 158-167, https://doi.org/10.1016/j.qref.2020.07.010 Go to original source...
  71. Phillips, P. C., Hansen, B. E. (1990). Statistical inference in instrumental variables regression with I(1) processes. The Review of Economic Studies, 57(1), 99-125. Go to original source...
  72. Rasool, H., Adil, M. H., Tarique, M. (2018). Empirical evidence of dynamic interactions among price level, interest rate, money supply and real income: The case of the Indian economy. Global Business Review, https://doi.org/10.1177/0972150920980 Go to original source...
  73. Sarmah, A., Bal, D. P. (2021). Does crude oil price affect the inflation rate and economic growth in India? A new insight based on structural VAR framework. The Indian Economic Journal, 69(1), https://doi.org/10.1177/001946622199883 Go to original source...
  74. Shahbaz, M., Topcu, B. A., Sarigül, S. S., et al. (2021). The effect of financial development on renewable energy demand: The case of developing countries. Renewable Energy, 178(C), 1370-1380, https://doi.org/10.1016/j.renene.2021.06.121 Go to original source...
  75. Sharma, A., Nurudeen, I. (2019). Monetary policy disturbance in India: The relationships among money, output and prices. The Indian Economic Journal, 67(3-4), 246-257, https://doi.org/10.1177/0019466220947699 Go to original source...
  76. Silaban, P. S., Harefa, D. N., Napitupulu, J. I. M., et al. (2021). The Impact of BI Interest Rate and Amount of Money Supply on Inflation in Indonesia During 2017-2019. Media Ekonomi dan Manajemen, 36(1), http://doi.org/10.24856/mem.v36i1.1636 Go to original source...
  77. Sriram, S. (1999). Survey of literature on demand for money: the cointegration and demand for money in PICs theoretical and empirical work with special reference to error-correction models. IMF Working Paper No. 1999/064. Go to original source...
  78. Stock, J. H., Watson, M. W. (1993). A simple estimator of cointegrating vectors in higher order integrated systems. Econometrica, 61(4), 783-820, https://doi.org/10.2307/2951763 Go to original source...
  79. Sultana, N., Koli, R., Firoj, M. (2019). Causal relationship of money supply and inflation: A study of Bangladesh. Asian Economic and Financial Review, 9(1), 42-51, https://doi.org/10.18488/journal.aefr.2019.91.42.51 Go to original source...
  80. Swamy, P. A. (1970). Efficient inference in a random coefficient regression model. Econometrica: Journal of the Econometric Society, 38(2), 311-323, https://doi.org/10.2307/1913012 Go to original source...
  81. TCMB (2013). Enflasyon ve Fiyat İstikrari. Ankara: Türkiye Cumhuriyet Merkez Bankasi. ISBN 978-605-4911-02-8.
  82. Tian, X.-L., Bélaïd, F., Ahmad, N. (2021). Exploring the nexus between tourism development and environmental quality: Role of Renewable energy consumption and Income. Structural Change and Economic Dynamics, 56, 53-63, https://doi.org/10.1016/j.strueco.2020.10.003 Go to original source...
  83. Tiwari, A. K., Eapen, L. M., Nair, S. R. (2021). Electricity consumption and economic growth at the state and sectoral level in India: Evidence using heterogeneous panel data methods. Energy Economics, 94(C), 105064, https://doi.org/10.1016/j.eneco.2020.105064 Go to original source...
  84. Tugcu, C. T. (2018). Panel data analysis in the energy-growth nexus (EGN). In: Menegaki, A. N. The economics and econometrics of the energy-growth nexus, 255-271. Cambridge: Academic Press, https://doi.org/10.1016/B978-0-12-812746-9.00008-0 Go to original source...
  85. Turna, Y., Özcan, A. (2021). The relationship between foreign exchange rate, interest rate and inflation in Turkey: ARDL approach. Journal of Ekonomi, 3(1), 19-23.
  86. Udeogu, E., Roy-Mukherjee, S., Amakom, U. (2021). Does increasing product complexity and diversity cause economic growth in the long-run? A GMM panel VAR evidence. SAGE Open, 11(3), https://doi.org/10.1177/21582440211032918 Go to original source...
  87. Wen, F., Zhang, K., Gong, X. (2021). The effects of oil price shocks on inflation in the G7 countries. The North American Journal of Economics and Finance, 57, 101391, https://doi.org/10.1016/j.najef.2021.101391 Go to original source...
  88. Wicksell, K. (1898). Geldzins und Güterpreise. Eine Studie über die den Tauschwert des Geldes bestimmenden Ursachen. Jena: G. Fischer.
  89. Wu, T.-P., Wu, H.-C. (2019). The link between tourism activities and economic growth: Evidence from China's provinces. Tourism and Hospitality Research, 19(1), 3-14, https://doi.org/10.1177/1467358416683769 Go to original source...
  90. Yolal, M., Anavatan, A. (2017). Ülkelerarasi büyüme farkliliklarinin açiklanmasinda kurumlarin önemi: Panel veri analizi. Finans Politik ve Ekonomik Yorumlar, (632), 39-53.
  91. Zakaria, M., Khiam, S., Mahmood, H. (2021). Influence of oil prices on inflation in South Asia: Some new evidence. Resources Policy, 71, 102014, https://doi.org/10.1016/j.resourpol.2021.102014 Go to original source...

This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY NC ND 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.