Published: Mar 25, 2022

  Oladejo Tokunbo Bada

  Kehinde Adekunle Adetiloye

  Felicia Omowunmi Olokoyo


Despite huge petroleum revenues with high development needs, the growth of international reserves in OPEC countries has been negligible. This study examined the impact of educational factors using different levels of literacy in stimulating the macroeconomic determinants of international reserves in OPEC member countries using data from 2008 to 2018 from World Bank Development Indicators for 15 member countries. The study used a dynamic panel model, and the data were analyzed using System of Generalized Method of Moments (SGMM). The results show that educational levels such as adult literacy, youth literacy, tertiary and secondary enrollment mitigate the negative impact of the exchange rate and stimulate the impact of crude oil prices, while tertiary enrollment stimulates the impact of foreign direct investment and reduces the negative impact of economic crises. Overall, youth literacy was most significant for these economies, while economic crises were significantly positive at all levels as a major determinant of international reserve accumulation. Therefore, it was concluded that education contributes to the economy's accumulation of more reserves. In particular, the study recommended that national governments provide adequate funding for the education sector to improve the quality of education at the junior and high school levels in order to provide adequate knowledge and skills to enhance foreign investment.

How to Cite

Tokunbo Bada, O., Adekunle Adetiloye, K., & Omowunmi Olokoyo, F. (2022). EDUCATIONAL FACTORS AS DETERMINANT OF INTERNATIONAL RESERVES ACCUMULATION IN ORGANISATION OF PETROLEUM EXPORTING COUNTRIES. Baltic Journal of Economic Studies, 8(2), 11-21.
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macroeconomic factors, international reserves, Sy-GMM, youth literacy


Aizenman, J. & Lee, J. (2007). International reserves: Precautionary versus Mercantilist Views, Theory and Evidence, NBER Working Paper. No. 11366, Cambridge.

Aizenman, J., Cheung, Y. W., & Ito, H. (2015). International reserves before and after the global crisis: Is there no end to hoarding? Journal of International Money and Finance, 52(1), 102–126.

Aizenman, J., & Marion, N. P. (2003). The high demand for international reserves in the Far East. What’s going on. Journal of the Japanese and International Economies, 17(3), 370–400.

Aizenman, J., Cheung, Y-W., & Qian, X. (2019). The currency composition of international reserves, demand for international reserves, and global safe asset. Journal of International Money and Finance (2019). DOI:

Aizenman J., & Marion N. (2004). International reserve holdings with sovereign risk and costly tax collection. Econ J.,114, 569–591.

Aizenman, J., Cheung, Y-W., & Ito, H. (2015). International Reserves Before and After the Global Crisis: Is There No End to Hoarding? J. Int. Money Fin., 52(1), 102–126.

Aizenman, J., & Ito, H. (2014). Living with the Trilemma Constraint: Relative Trilemma Policy Divergence, Crises, and Output Losses for Developing Countries.” Journal of International Money and Finance, 49, 28–51.

Arinze, O. (2020). Oil Price and Macroeconomic Variables in an Oil-Dependent Nigeria,Master Thesis, 15 credits Programme / Course name, Economics Spring term 2020.

Agénor, P. R., Alper, B. P., & Da Silva, L. P. (2018). External shocks, financial volatility and reserve requirements in an open economy. Journal of International Money and Finance, 83(1), 23–43.

Audu, N. P., & Okumoko, T. P. (2013). The dynamics of Nigeria’s foreign reserve: A time – series approach. Indian Journal of Economic and Business, 12(24), 201–222.

Augustine, C. O., Antony, I.O., & Thankgod, C. O. (2015). Modelling the determinants of foreign reserves in Nigeria. Developing Country Studies, 5(19), 72–77.

Barro, R. J., & Lee. J.-W. (2010). A new dataset of educational attainment in the world, 1950–2010.” NBER Working Paper No. 15902. Cambridge, MA: National Bureau of Economic Research.

Bussiere, M., Cheng G., Chinn, M., & Lisack N., (2014). For a few dollars more: Reserves and growth in Times of Crises, NBER Working Paper, 2014, No. 19971. Available at:

Cheng, G. (2015). A growth perspective on foreign reserve accumulation. Macroeconomic Dynamics, 19(1), 1358–1379.

Cheung, Y., & Ito, H. (2009). A cross-country empirical analysis of international reserves. International Economic Journal, 23(4), 447–481.

Cheung, Y., & Qian, X (2009). The empirics of China’s outward direct investment. Pacific Economic Review, 14(3), 312–341.

Choi, W. J., & Taylor, M. (2018). Precaution versus Mercantilism: Reserve Accumulation, Capital Controls, and the Real Exchange Rate.” National Bureau of Economic Research Working Paper 23341. DOI:

Demir, M.A., Bilk, M., & Aydin, U. (2018). Effect of political and socio-economic indicators on foreign direct investments: Stochastic frontier analysis. InsanVeToplumBilimleri AraştirmalariDergisi, 7(2), 1078–1096. Available at:

Dooley, M., Folkerts-Landau, D. & Garber. P. (2007). Direct Investment, Rising Real Wages and the Absorption of Excess Labour in the Periphery.” In G7 Current Account Imbalances: Sustainability and Adjustment, ed. Richard H. Clarida, 103–132. Chicago: University of Chicago Press.

Dooley, M. P., & P. M. Garber (2005). Is It 1958 or 1968? Three Notes on the Longevity of the Revived Bretton Woods System. Brookings Papers on Economic Activity, 63, 147–187.

Delatte, A., & Fouguau, J. (2012). What drove the massive hoarding of international reserves in emerging economies? A time varying approach. Review of International Economies, 20(1). DOI:

Eichengreen, B., & Mathieson, D. (2000). The currency composition of foreign exchange reserves: Retrospect and Prospect. IMF Working Paper, 131.

European Central Bank (2006). The accumulation of foreign reserves. Occasional Paper Series, No.43, February, 1–78.

Ghosh, A. R., Ostry, J. D., & Tsangarides, C. G. (2014). Shifting motives: Explaining the build-up in official reserves in emerging markets since the 1980s, IMF Working Paper, 12/34.

Heller, H. R. (1966). Optimal international reserves’, The Economic Journal, 76, (302), 296–311.

IIASA (2008). Economic Growth in Developing Countries: Education Proves Key, Policy Brief #3. Available at:

Islam, I. (2021). Macroeconomic determinants of the demand for international reserves in Bangladesh. SN Bus Econ, 1, 34.

Jeanne, O. (2007). International reserves in emerging market countries: Too much of a good thing. Brooking Papers on Economic Activity, 1(1), 1–155.

Johnson, C. M., & Velmurugan, P. S. (2019). Impact of crude oil price on the socio-political environment of global countries. Restaurant Business, 118(3), 110–123. Available at:

Jung, K. M., & Pyun, J. H. (2020). Out-of-sample analysis of international reserves for emerging economies with a dynamic panel model. Panoeconomicus, 67, (5), 675–695.

Keskin, B. (2021). An efficiency analysis on social prosperity: OPEC case under network DEA slack-based measure approach. Energy, 231. DOI:

Keynes, J. M. (1936). The general theory of employment, interest rate and money, 1st edition. London: Macmillan.

Korinek, A., & Serven, L. (2016). Undervaluation through foreign reserve accumulation: Static losses, dynamic gains. Journal of International Money and Finance, 64, 104–136.

Lane, P. R., & Burke, D. (2001). The empirics of foreign reserves. Open Economic Review, 12(1), 423–434.

Muhammad, A., & Muzammil, K. (2019). Impact of macroeconomic variables on foreign exchange reserves: A case from Pakistan. Economic Journal of Emerging Markets, 11(2) 2019, 173–182.

Mahraddika, W. (2019). Does international reserve accumulation crowd out domestic private investment? International Economics, 1(1), 1–12.

Nayak, S., & Baig, M.A. (2019). International reserves and domestic money market disequilibrium: empirics for India and China. Int J Emerg Mark, 14(5), 1081–1101.

Nanok, J. K., & Onyango, C. O. (2017). A socio-economic and environmental analysis of the effect of oil exploration on the local community in Lokichar, Turkana Country, Kenya. International Journal of Management, Economics and Social Sciences, 6(3), 144–156.

Okten, N. Z., & Arslan, U (2013). Foreign direct investment and socioeconomic conditions: The case of Turkey, International Journal of Economic and Administrative Studies, 6(11), 75–88.

Pina, G. (2017). International reserves and global interest rates. Journal of International Money and Finance, 74(1), 371–385.

Pina, G. (2015). The recent growth of international reserves in developing economies: A monetary perspective. J. Int. Money Fin., 58(1), 172–190.

Romero, A. M. (2005). Comparative Study: Factors that Affect Foreign Currency Reserves in China and India. Honors Projects, 33. Bloomington, IL: Illinois Wesleyan University. Available at:

Schroder, M. (2017). Mercantilism and China’s hunger for international reserves. China Economic Review, 42(1), 15–33.

Seghezzaa, E., Morellib, P., & Pittaluga, G. B. (2017). Reserve accumulation and exchange rate policy in China: The authoritarian elite's aim of political survival. European Journal of Political Economy, 46(1), 40–51.

Strestha, P. K. (2016). Macroeconomic impact of international reserve: Empirical evidence from South Asian. NRB Working Paper, 32, 1–29.

Sparreboom, T., & Staneva, A. (2014). Is education the solution to decent work for youth in developing economies? Identifying qualifications mismatch from 28 school-to-work transition surveys. International Labour Office. Geneva: ILO. Available at:

World Economic Forum (2016). Global Competitiveness Report 2015-2016. Available at: