References
Acha, I. A., & Obim, E. O. (2021). Interest rate volatility and economic growth in developing economies. International Journal of Economics and Finance, 13(4), 112–124. Adeyemi, A. O., & Nworgu, C. O. (2024). Monetary policy dynamics and economic performance in Nigeria. Journal of Monetary and Financial Studies, 6(2), 55–72. Afolabi, B., & Omodero, C. (2022). Broad money supply and economic growth in Nigeria: New evidence from ARDL analysis. African Journal of Economic Review, 10(1), 45–67. Ajayi, S. I., & Ojo, O. (2006). Money and Banking: Analysis and Policy in the Nigerian Context. University of Ibadan Press. Avelino, A., & Coronel, L. (2021). Determinants of money supply and liquidity in emerging economies. Journal of Financial Economics and Policy, 3(1), 23–38. Bajrami, E., Tafa, E., Gashi, A., & Hashani, A. (2024). Revisiting the money supply–growth nexus in developing economies. International Journal of Macroeconomic Research, 12(1), 1–15. Blueprint.ng. (2024). Nigeria’s money supply hits ₦78.74 trillion amid rising inflation. Blueprint Newspapers. (Online report). Branson, W. H. (2005). Macroeconomic Theory and Policy. Harper & Row. Central Bank of Nigeria. (2023). Statistical Bulletin. Abuja: CBN. Challoumis, C. (2024). Monetary aggregates and economic stability: A global comparative analysis. Journal of Applied Economics, 21(3), 77–94. Fisher, I. (1911). The Purchasing Power of Money. Macmillan. Ghatak, S., & Siddiki, J. (2001). The use of the ARDL approach in estimating long-run and short-run relationships in economics. Review of Economics and Finance, 3(4), 25–34. International Monetary Fund . (2023). World Economic Outlook: Navigating Inflationary Pressures. Washington, DC: IMF. Ibrahim, B., Sulaiman, H., & Mohammed, M. (2022). Interest rate, inflation and money supply: Implications for Nigeria's economic growth. Journal of Finance and Economics, 10(2), 89–102. Jhingan, M. L. (2013). The Economics of Development and Planning. Vrinda Publications. Keynes, J. M. (1936). The General Theory of Employment, Interest and Money. Palgrave Macmillan. Kuznets, S. (1966). Modern Economic Growth. Yale University Press. Laidler, D. (1981). Monetarist Perspectives. Harvard University Press. Mahara, T. S. (2020). Money supply–economic growth nexus: Evidence from a landlocked country. Quest Journal of Management and Social Sciences, 2(1), 132–153. Mayer, T. (1975). The structure of monetarism. Economic Inquiry, 13(4), 525–538. Mohammed, A., & Iwegbu, A. (2020). Inflation and economic growth in Nigeria: An empirical re-examination. International Journal of Economics and Management Sciences, 9(2), 44– 55. Nwosu, E. O., & Ume, K. A. (2021). Broad money supply and long-run output expansion in Nigeria. Nigerian Journal of Economic Studies, 15(1), 91–108. Obamuyi, T. M. (2009). Interest rate policy and investment decision in Nigeria. International Research Journal of Finance and Economics, 33, 145–151. Oluseyi, O., Olasehinde, N., & Eweke, A. (2017). Monetary policy and macroeconomic instability in Nigeria. Journal of Economics and Sustainable Development, 8(4), 55–66. Opata, P. I., & Obasikene, A. C. (2021). Monetary policy and investment behaviour: Theoretical and empirical perspectives. Economic and Policy Review, 9(2), 101–119. Paul, R. (2015). Revisiting Keynes’ critique of the classical monetary theory. Journal of Economic Thought, 4(1), 11–28. Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326. Pigou, A. C. (1917). The value of money. Quarterly Journal of Economics, 32(1), 38–65. Todaro, M. P., & Smith, S. C. (2007). Economic Development (10th ed.). Pearson Education. Ubangha, M. A., & Osuji, E. (2020). Inflation and investment behaviour in Nigeria: A structural analysis. International Journal of Development and Economic Sustainability, 8(3), 63–79. Yeshiwas, G. (2021). Impact of money supply on real GDP in Ethiopia. Ethiopian Journal of Economics, 30(2), 73–95. World Bank. (2023). World Development Indicators. Washington, DC: The World Bank. Mahara, T. S. (2020). Money supply–economic growth nexus: Evidence from a landlocked country. Quest Journal of Management and Social Sciences, 2(1), 132–153. RGDP Is Not Stationary At Level Null Hypothesis: RGDP has a unit root Exogenous: Constant Lag Length: 1 (Automatic - based on SIC, maxlag=9) t-Statistic Prob.* Augmented Dickey-Fuller test statistic 0.728827 0.9914 Test critical values: 1% level -3.605593 5% level -2.936942 10% level -2.606857 *MacKinnon (1996) one-sided p-values. Augmented Dickey-Fuller Test Equation Dependent Variable: D Method: Least Squares Date: 11/21/25 Time: 06:32 Sample (adjusted): 1984 2023 Included observations: 40 after adjustments Variable Coefficient Std. Error t-Statistic Prob. RGDP(-1) 0.007614 0.010447 0.728827 0.4707 D(RGDP(-1)) 0.474832 0.140031 3.390901 0.0017 C 565.1306 443.3557 1.274666 0.2104 R-squared 0.298671 Mean dependent var 1538.543 Adjusted R-squared 0.260761 S.D. dependent var 1497.820 S.E. of regression 1287.811 Akaike info criterion 17.23131 Sum squared resid 61362878 Schwarz criterion 17.35798 Log likelihood -341.6263 Hannan-Quinn criter. 17.27711 F-statistic 7.878479 Durbin-Watson stat 2.177820 Prob(F-statistic) 0.001411 RGDP STATIONARY AT FIRST DIFFERENCE Null Hypothesis: D has a unit root Exogenous: Constant Lag Length: 0 (Automatic - based on SIC, maxlag=9) t-Statistic Prob.* Augmented Dickey-Fuller test statistic -3.757555 0.0067 Test critical values: 1% level -3.605593 5% level -2.936942 10% level -2.606857 *MacKinnon (1996) one-sided p-values. Augmented Dickey-Fuller Test Equation Dependent Variable: D(RGDP,2) Method: Least Squares Date: 11/21/25 Time: 06:34 Sample (adjusted): 1984 2023 Included observations: 40 after adjustments Variable Coefficient Std. Error t-Statistic Prob. D(RGDP(-1)) -0.489018 0.130143 -3.757555 0.0006 C 818.7300 273.0566 2.998389 0.0048 R-squared 0.270902 Mean dependent var 129.8563 Adjusted R-squared 0.251716 S.D. dependent var 1479.527 S.E. of regression 1279.842 Akaike info criterion 17.19557 Sum squared resid 62243831 Schwarz criterion 17.28001 Log likelihood -341.9114 Hannan-Quinn criter. 17.22610 F-statistic 14.11922 Durbin-Watson stat 2.219082 Prob(F-statistic) 0.000576 M2 IS NOT STATIONARY AT LEVEL Null Hypothesis: M2 has a unit root Exogenous: Constant Lag Length: 8 (Automatic - based on SIC, maxlag=9) t-Statistic Prob.* Augmented Dickey-Fuller test statistic 2.014683 0.9998 Test critical values: 1% level -3.646342 5% level -2.954021 10% level -2.615817 *MacKinnon (1996) one-sided p-values. Augmented Dickey-Fuller Test Equation Dependent Variable: D(M2) Method: Least Squares Date: 11/21/25 Time: 06:37 Sample (adjusted): 1991 2023 Included observations: 33 after adjustments Variable Coefficient Std. Error t-Statistic Prob. M2(-1) 0.333934 0.165750 2.014683 0.0558 D(M2(-1)) -0.094802 0.506205 -0.187279 0.8531 D(M2(-2)) 0.371117 0.519482 0.714399 0.4822 D(M2(-3)) 0.306148 0.507353 0.603422 0.5521 D(M2(-4)) 0.398649 0.640967 0.621950 0.5401 D(M2(-5)) -0.296144 0.708255 -0.418132 0.6797 D(M2(-6)) -2.801778 0.735645 -3.808602 0.0009 D(M2(-7)) 1.626249 0.894012 1.819046 0.0819 D(M2(-8)) -1.927643 0.868839 -2.218642 0.0367 C -202.5381 520.2446 -0.389313 0.7006 R-squared 0.872930 Mean dependent var 2386.741 Adjusted R-squared 0.823207 S.D. dependent var 4939.488 S.E. of regression 2076.896 Akaike info criterion 18.36018 Sum squared resid 99210471 Schwarz criterion 18.81367 Log likelihood -292.9430 Hannan-Quinn criter. 18.51277 F-statistic 17.55581 Durbin-Watson stat 2.118614 Prob(F-statistic) 0.000000 M2 IS STATIONARY AT FIRST DIFFERENCE Null Hypothesis: D(M2) has a unit root Exogenous: Constant Lag Length: 2 (Automatic - based on SIC, maxlag=9) t-Statistic Prob.* Augmented Dickey-Fuller test statistic 6.219759 1.0000 Test critical values: 1% level -3.615588 5% level -2.941145 10% level -2.609066 *MacKinnon (1996) one-sided p-values. Augmented Dickey-Fuller Test Equation Dependent Variable: D(M2,2) Method: Least Squares Date: 11/21/25 Time: 06:40 Sample (adjusted): 1986 2023 Included observations: 38 after adjustments Variable Coefficient Std. Error t-Statistic Prob. D(M2(-1)) 1.506665 0.242238 6.219759 0.0000 D(M2(-1),2) -2.175808 0.396456 -5.488144 0.0000 D(M2(-2),2) -1.798467 0.351305 -5.119382 0.0000 C -607.5655 468.1564 -1.297783 0.2031 R-squared 0.571081 Mean dependent var 711.4363 Adjusted R-squared 0.533235 S.D. dependent var 3464.249 S.E. of regression 2366.782 Akaike info criterion 18.47575 Sum squared resid 1.90E+08 Schwarz criterion 18.64813 Log likelihood -347.0393 Hannan-Quinn criter. 18.53708 F-statistic 15.08967 Durbin-Watson stat 1.778979 Prob(F-statistic) 0.000002 INFR IS STATIONARY AT LEVEL Null Hypothesis: INFR has a unit root Exogenous: Constant Lag Length: 1 (Automatic - based on SIC, maxlag=9) t-Statistic Prob.* Augmented Dickey-Fuller test statistic -3.385972 0.0174 Test critical values: 1% level -3.605593 5% level -2.936942 10% level -2.606857 *MacKinnon (1996) one-sided p-values. Augmented Dickey-Fuller Test Equation Dependent Variable: D Method: Least Squares Date: 11/21/25 Time: 06:49 Sample (adjusted): 1984 2023 Included observations: 40 after adjustments Variable Coefficient Std. Error t-Statistic Prob. INFR(-1) -0.459434 0.135688 -3.385972 0.0017 D(INFR(-1)) 0.229842 0.158301 1.451928 0.1549 C 9.021505 3.291805 2.740595 0.0094 R-squared 0.236600 Mean dependent var 0.698000 Adjusted R-squared 0.195335 S.D. dependent var 15.41820 S.E. of regression 13.83060 Akaike info criterion 8.163682 Sum squared resid 7077.562 Schwarz criterion 8.290348 Log likelihood -160.2736 Hannan-Quinn criter. 8.209481 F-statistic 5.733702 Durbin-Watson stat 1.945412 Prob(F-statistic) 0.006775 INTR IS STATIONARY AT LEVEL Null Hypothesis: INTR has a unit root Exogenous: Constant Lag Length: 0 (Automatic - based on SIC, maxlag=9) t-Statistic Prob.* Augmented Dickey-Fuller test statistic -3.222578 0.0257 Test critical values: 1% level -3.600987 5% level -2.935001 10% level -2.605836 *MacKinnon (1996) one-sided p-values. Augmented Dickey-Fuller Test Equation Dependent Variable: D Method: Least Squares Date: 11/21/25 Time: 06:52 Sample (adjusted): 1983 2023 Included observations: 41 after adjustments Variable Coefficient Std. Error t-Statistic Prob. INTR(-1) -0.422813 0.131203 -3.222578 0.0026 C 5.614649 1.737508 3.231438 0.0025 R-squared 0.210287 Mean dependent var 0.286585 Adjusted R-squared 0.190038 S.D. dependent var 3.800583 S.E. of regression 3.420446 Akaike info criterion 5.344969 Sum squared resid 456.2785 Schwarz criterion 5.428558 Log likelihood -107.5719 Hannan-Quinn criter. 5.375408 F-statistic 10.38501 Durbin-Watson stat 1.981735 Prob(F-statistic) 0.002567