On The Effect of Money on Growth within an Optimal Control Framework
DOI:
https://doi.org/10.66445/twe.v44i3.277364Keywords:
Money supply, Capital accumulation, Interest rates, Price, Optimal control, HamiltonianAbstract
This study addresses a gap in the monetary policy literature by examining the dynamic relationships between money supply, the money-interest rate sensitivity parameter, and key economic indicators, including consumption, money demand, capital, price, and interest rates, using an optimal control framework and Hamiltonian approach. Crucially, the model incorporates money as a factor in the Cobb-Douglas production function, alongside capital and labor, and as a component of the utility function, to offer a holistic view of money's role in the economy. The key findings derived from the simulation results show a positive relationship between money supply and capital, confirming that monetary expansion can stimulate economic growth. It also reveals an inverse relationship between the money supply and price after the initial interval, which contradicts the traditional inflation expectations of the Quantity Theory of Money. Furthermore, the study identifies that when the money-interest rate sensitivity parameter is set high, it exhibits volatile dynamics across all the variables. Therefore, while expansionary monetary measures can stimulate economic growth, policymakers must design optimal levels of money supply and money-interest rate sensitivity parameters to achieve economic stability and growth.
References
Abdul Qayyum, A. (2022). Money, inflation, and growth in Pakistan. The Pakistan Development Review, 45(2), 203–212.
Adjemian, M. K., Salin, D., Meyer, S., & Arita, S. (2023). Factors affecting recent food price inflation in the United States. Applied Economic Perspectives and Policy, 46(2), 648–676.
Akalpler, E., & Duhok, D. (2018). Does monetary policy affect economic growth: Evidence from Malaysia. Journal of Economic and Administrative Sciences, 34(1), 2–20.
Alvarez, F., Weber, W. E., & Lucas, R. E. (2001). Interest rates and inflation. American Economic Review, 91(2), 219–225.
Andersen, L. C., & Carlson, K. M. (1970). A monetarist model for economic stabilization. Federal Reserve Bank of St. Louis Review, October, 45–66.
Azmy, A. (2014). Evaluasi Kebijakan Pemerintah Dalam Menjaga Stabilitas Pertumbuhan Ekonomi Tahun 2013 [Government policy evaluation in maintaining the stability of economic growth in 2013]. Signifikan: Jurnal Ilmu Ekonomi, 3(1), 95–112.
Benchimol, J. (2014). Money in the production function: A new Keynesian DSGE perspective. Southern Economic Journal, 82(1), 152-184.
Benchimol, J., & Fourçans, A. (2011). Money and risk in a DSGE framework: A Bayesian application to the Eurozone. Journal of Macroeconomics, 34(1), 95-111.
Bernanke, B. S., & Mihov, I. (1996). What does the Bundesbank target? (Working Paper No. 5764). Cambridge, MA: National Bureau of Economic Research.
Brzezinski, A., Chen, Y., Palma, N., & Ward, F. (2022). The vagaries of the sea: Evidence on the real effects of money from maritime disasters in the Spanish Empire (Economics Discussion Paper Series No. EDP-1906). School of Social Sciences, The University of Manchester.
Buthelezi, E. M. (2023). Impact of money supply in different states of inflation and economic growth in South Africa. Economies, 11(2).
Chindengwike, J. (2022). Nexus between money supply and economic development in East Africa countries: An empirical study using ARDL. Journal of Global Economy, 18(4), 237–250.
Choi, W. G., & Oh, S. (2000). Endogenous money supply and money demand (IMF Working Paper No. WP/00/188). International Monetary Fund. Retrieved from https://ssrn.com/abstract=1445697
Christiano, L. J., & Eichenbaum, M. (1992). Liquidity effects, monetary policy and the business cycle (Working Paper Series No. WP-92-15). Federal Reserve Bank of Chicago. Retrieved from https://fraser.stlouisfed.org/files/docs/historical/frbchi/workingpapers/frbchi_workingpaper_1992-15.pdf
Dai, S.-C. (2014). Funding liquidity and money market interest rate—New evidence from China. 2014 International Conference on Management Science & Engineering 21th Annual Conference Proceedings, 1147–1156.
Daoud, H. E. D., & Al-Ezzi, R. (2023). The cointegration relationship between money supply, exchange rate and economic growth in Iraq (2004-2020). Business Series, 2(1), 9–35.
De Long, J. B. (2000). The triumph of monetarism?. Journal of Economic Perspectives, 14(1), 83–94.
Espinosa, V. I., Huerta de Soto, J., & Alonso-Neira, M. A. (2023). The central banking system paradox. Economics & Sociology, 16(4), 56–72.
Galí, J. (2018). The state of new Keynesian economics: A partial assessment. Journal of Economic Perspectives, 32(3), 87–112.
Gavin, W. T., & Kydland, F. E. (1997). Endogenous money supply and the business cycle (Working Paper No. 1995-010D). Federal Reserve Bank of St. Louis. Retrieved from https://fraser.stlouisfed.org/title/working-papers-federal-reserve-bank-st-louis-9029/endogenous-money-supply-business-cycle-715990
Geromichalos, A., Licari, J. M., & Suárez-Lledó, J. (2007). Monetary policy and asset prices. Review of Economic Dynamics, 10(4), 761–779.
Howden, D. (2009). Knowledge shifts and the business cycle: When boom turns to bust. The Review of Austrian Economics, 23(2), 165–182.
Huerta De Soto, J., Bagus, P., & Sánchez-Bayón, A. (2021). Principles of monetary & financial sustainability and wellbeing in a post-COVID-19 world: The crisis and its management. Sustainability, 13(9).
Ivanov, M., Petkovski, M., & Naumovska, E. (2014). Money-in-the-utility-function: Model simulations and money demand estimation in the case of the Republic of Macedonia. South East European Journal of Economics and Business, 9(2), 7–20.
Jones, L. E., & Manuelli, R. E. (1995). Growth and the effects of inflation. Journal of Economic Dynamics and Control, 19(8), 1405–1428.
Keister, T., Martin, A., & McAndrews, J. (2008). Divorcing money from monetary policy. SSRN Electronic Journal, 14(2), 41-56.
Kemal, M. A. (2006). Is inflation in Pakistan a monetary phenomenon?. The Pakistan Development Review, 45(2), 213–220.
Liu, L., Jain, V., Ramos-Meza, C. S., Shabbir, M. S., Salman, A., Abdalla, A. A., & Bashir, T. (2022). Can money supply endogeneity influence bank stock returns? A case study of South Asian economies. Environment, Development and Sustainability. 26, 2775–2787.
Madurapperuma, W. (2023). Money supply, inflation and economic growth of Sri Lanka: Co-integration and causality analysis. Journal of Money and Business, 3(2), 227–236.
Mahmood, H., Khalid, S., & Waheed, A. (2017). The impact of monetary strategies on economic growth: An empirical analysis for Pakistan. Asian Journal of Empirical Research, 7(10), 260–268.
Mankiw, N. G. (1992). The reincarnation of Keynesian economics. European Economic Review, 36(2–3), 559–565.
Oyadeyi, O. O. (2024). Financial development, monetary policy, and the monetary transmission mechanism—An asymmetric ARDL analysis. Economies, 12(8).
Oyadeyi, O. O., Oyadeyi, O. A., & Iyoha, F. A. (2024). Exchange rate pass-through on prices in Nigeria—A threshold analysis. International Journal of Financial Studies, 12(4).
Palley, T. (2023). Keynes’ denial of conflict: Why the general theory is a misleading guide to capitalism and stagnation. The Japanese Political Economy, 49(1), 7–34.
Poterba, J. M., & Rotemberg, J. J. (1986). Money in the utility function: An empirical implementation (Working Paper No. 1796). National Bureau of Economic Research.
Qayyum, A. (2022). Money, inflation, and growth in Pakistan. The Pakistan Development Review, 45(2), 203–212.
Satti, A. U. H., Malik, W. S., & Saghir, G. (2007). New Keynesian Phillips curve for Pakistan. The Pakistan Development Review, 46(4II), 395–404.
Shahid Ali, S., & Somia Irum, S. (2022). Whether fiscal stance or monetary policy is effective for economic growth in case of South Asian countries? The Pakistan Development Review, 47(4II), 791–799.
Sidrauski, M. (1967). Rational choice and patterns of growth in a monetary economy. The American Economic Review, 57(2), 534–54
Sinai, A., & Stokes, H. H. (1972). Real money balances: An omitted variable from the production function?. The Review of Economics and Statistics, 54(3), 290-296.
Smith, B. D. (1985). American colonial monetary regimes: The failure of the quantity theory and some evidence in favour of an alternate view. The Canadian Journal of Economics, 18(3), 531-565.
Sumi, M. S. S., & Rabeta, M. (2024). Monetary policy and stock market dynamics: An empirical perspective. International Journal of Innovative Science and Research Technology, 9(8), 586–592.
Teles, P., Valle E Azevedo, J., & Uhlig, H. (2016). Is quantity theory still alive?. The Economic Journal, 126(591), 442–464.
Urich, T., & Wachtel, P. (1984). The effects of inflation and money supply announcements on interest rates. The Journal of Finance, 39(4), 1177–1188.
White, L. H. (2008). Did Hayek and Robbins deepen the great depression?. Journal of Money, Credit and Banking, 40(4), 751–768.
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