Nonlinear effects of FDI, external debt, and corruption in shaping economic development: Evidence from lower-middle-income economies
Aslam Mahmud
Abstract
Foreign direct investment (FDI), external debt, and corruption are high-priority issues in economic policymaking, especially in developing countries. This study examines the nonlinear relationships between these factors and economic development using panel data from 47 lower-middle-income countries (2012–2019). The study employs the panel corrected standard error (PCSE) regression technique, incorporating squared independent variables to test the nonlinearity of relationships with the dependent variable. Additionally, the Lind-Mehlum Utest is applied to identify the shape of the non-linear relationships and threshold level at which the direction of the relationship takes turn. The results of the study disclose that FDI has a U-shaped relationship with economic development. When FDI is below 8.11% of GDP, it negatively impacts economic development, but beyond this threshold, its effect turns positive. External debt follows an inverted U-shape relationship, positively influencing economic development up to 83.10% of per capita GNI, after which it impacts adversely. Similarly, corruption initially “greases the wheels” of economic development, facilitating growth until the corruption control percentile rank reaches 21.73. Beyond this point, corruption starts to “sand the wheels,” i.e. hinders economic development. This study is unique in its exploration of the nonlinear relationships between key economic variables and economic development in lower-middle-income countries, providing valuable insights for policymakers. The policymakers in the developing world need to be threshold-sensitive in these issues, focusing on attracting quality FDI, prudent debt management, and strengthening governance structures.
Keywords
external debt, foreign direct investment, corruption, economic development, non-linearity
Author information & Contribution
Master’s degree in Finance & Master of Business Administration degree in Finance and Banking. Assistant Professor, Department of Finance and Banking, Jatiya Kabi Kazi Nazrul Islam University, Trishal, Mymensingh-2224, Bangladesh. Email: mahmud@jkkniu.edu.bd
Disclosure statement
No potential conflict of interest was reported by the author(s).
Funding
This work was not supported by any funding.
Institutional Review Board Statement
Not Applicable
AI Declaration
AI tools were not used in writing this paper.
Notes
Acknowledgement
References
Abdi, A. H., Zaidi, M. A. S., Halane, D. R., & Warsame, A. A. (2024). Asymmetric effects of foreign direct investment and trade openness on economic growth in Somalia: Evidence from a non-linear ARDL approach. Cogent Economics & Finance, 12(1), 2305010. https://doi.org/10.1080/23322039.2024.2305010
Adams, S. (2009). Foreign direct investment, domestic investment, and economic growth in Sub-Saharan Africa. Journal of Policy Modeling, 31(6), 939–949. https://doi.org/10.1016/j.jpolmod.2009.03.003
Adegbite, E. O., Ayadi, F. S., & Ayadi, O. F. (2008). The impact of Nigeria’s external debt on economic development. International Journal of Emerging Markets, 3(3), 285–301. https://doi.org/10.1108/17468800810883693
Adekunle, W., Adeniyi, O., & Orekoya, S. (2021). Non-linear relation between external debt and economic growth in Nigeria: Does the investment channel matter? Iranian Economic Review, 25(1), 45–56. https://doi.org/10.22059/ier.2021.81859
Ahmed, Q. M., Butt, M. S., Alam, S., & Kazmi, A. A. (2000). Economic growth, export, and external debt causality: The case of Asian countries [with comments]. The Pakistan Development Review, 39(4), 591–608. https://www.jstor.org/stable/41260286
Alin, A. (2010). Multicollinearity. Wiley Interdisciplinary Reviews: Computational Statistics, 2(3), 370–374. https://doi.org/10.1002/wics.84
Al-Iriani, M. (2007). Foreign direct investment and economic growth in the GCC countries: A causality investigation using heterogeneous panel analysis. Topics in Middle Eastern and North African Economies, 9. http://www.luc.edu/orgs/meea/
Alvarado, R., Iñiguez, M., & Ponce, P. (2017). Foreign direct investment and economic growth in Latin America. Economic Analysis and Policy, 56, 176–187. https://doi.org/10.1016/j.eap.2017.09.006
Anh, N. N., Minh, N. N., & Tran-Nam, B. (2016). Corruption and economic growth, with a focus on Vietnam. Crime, Law and Social Change, 65(4–5), 307–324. https://doi.org/10.1007/s10611-016-9603-0
Anoruo, E., & Braha, H. (2005). Corruption and economic growth: The African experience. Journal of Sustainable Development in Africa, 7(1), 43–55.
Arjun, & Mishra, B. R. (2024). External debt and economic growth: Does the role of governance matter in emerging countries? Sage Open, 14(2), 21582440241243254. https://doi.org/10.1177/21582440241243254
Asafo-Agyei, G., & Kodongo, O. (2022). Foreign direct investment and economic growth in Sub-Saharan Africa: A nonlinear analysis. Economic Systems, 46(4), 101003. https://doi.org/10.1016/j.ecosys.2022.101003
Beck, N., & Katz, J. N. (1995). What to do (and not to do) with time-series cross-section data. American Political Science Review, 89(3), 634–647. https://doi.org/10.2307/2082979
Bermejo Carbonell, J., & Werner, R. A. (2018). Does foreign direct investment generate economic growth? A new empirical approach applied to Spain. Economic Geography, 94(4), 425–456. https://doi.org/10.1080/00130095.2017.1393312
Blomström, M., Lipsey, R. E., & Zejan, M. (1994). What explains the growth of developing countries? NBER Working Paper No. 413). http://www.nber.org/papers/w4132
Borensztein, E., De Gregorio, J., & Lee, J. W. (1998). How does foreign direct investment affect economic growth? Journal of International Economics, 45(1), 115–135. https://doi.org/10.1016/S0014-2921(02)00264-7
Breusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287–1294. https://doi.org/10.2307/1911963
Bulow, J., & Rogoff, K. (1990). Cleaning up third world debt without getting taken to the cleaners. Journal of Economic Perspectives, 4(1), 31–42. https://doi.org/10.1257/jep.4.1.31
Byamungu, A. J., & Zhang, D. (2025). From debt to development: Evaluating the effects of external debt, political instability, and inflation on economic growth in the Democratic Republic of Congo. SN Business & Economics, 5(10), 147. https://doi.org/10.1007/s43546-025-00864-1
Canarella, G., & Miller, S. M. (2022). Firm size, corporate debt, R&D activity, and agency costs: Exploring dynamic and non-linear effects. The Journal of Economic Asymmetries, 25, e00233. https://doi.org/10.1016/j.jeca.2021.e00233
Chakraborty, C., & Nunnenkamp, P. (2006). Economic reforms, foreign direct investment and its economic effects in India. Kiel Working Paper (No. 1272). Kiel Institute for the World Economy. https://hdl.handle.net/10419/3796
Chizema, D. (2025). The impact of foreign direct investment on economic development in South Asia and Southeastern Asia. Economies, 13(6), 157. https://doi.org/10.3390/economies13060157
Choe, J. I. (2003). Do foreign direct investment and gross domestic investment promote economic growth? Review of Development Economics, 7(1), 44–57. https://doi.org/10.1111/1467-9361.00174
Chowdhury, A., & Mavrotas, G. (2006). FDI and growth: What causes what? The World Economy, 29(1), 9–19. https://doi.org/10.1111/j.1467-9701.2006.00755.x
Chowdhury, K. (1994). A structural analysis of external debt and economic growth: Some evidence from selected countries in Asia and the Pacific. Applied Economics, 26(12), 1121–1131. https://doi.org/10.1080/00036849400000110
d’Agostino, G., Dunne, J. P., & Pieroni, L. (2016). Government spending, corruption and economic growth. World Development, 84, 190–205. https://doi.org/10.1016/j.worlddev.2016.03.011
Dawood, M., Feng, Z., & Ilyas, M. (2025). Impact of disaggregated external debt on economic growth: Evidence from Asian developing economies. Studies in Nonlinear Dynamics & Econometrics, 29(5), 575–598. https://doi.org/10.1515/snde-2024-0040
Dinh, T. T. H., Vo, D. H., Vo, A. T., & Nguyen, T. C. (2019). Foreign direct investment and economic growth in the short run and long run: Empirical evidence from developing countries. Journal of Risk and Financial Management, 12(4), 176. https://doi.org/10.3390/jrfm12040176
Doğan, İ., & Bilgili, F. (2014). The non-linear impact of high and growing government external debt on economic growth: A Markov regime-switching approach. Economic Modelling, 39, 213–220. https://doi.org/10.1016/j.econmod.2014.02.032
Dridi, M. (2013). Corruption and economic growth: The transmission channels. Journal of Business Studies Quarterly, 4(4), 121–152.
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
Durham, J. B. (2004). Absorptive capacity and the effects of foreign direct investment and equity foreign portfolio investment on economic growth. European Economic Review, 48(2), 285–306. https://doi.org/10.1016/S0014-2921(02)00264-7
Easterly, W., & Rebelo, S. (1993). Fiscal policy and economic growth. Journal of Monetary Economics, 32(3), 417–458. https://doi.org/10.1016/0304-3932(93)90025-B
Eberhardt, M., & Presbitero, A. F. (2015). Public debt and growth: Heterogeneity and non-linearity. Journal of International Economics, 97(1), 45–58. https://doi.org/10.1016/j.jinteco.2015.04.005
Elkhalfi, O., Chaabita, R., Benboubker, M., Ghoujdam, M., Zahraoui, K., El Alaoui, H., Laalam, S., Belhaj, I., & Hammouch, H. (2024). The impact of external debt on economic growth: The case of emerging countries. Research in Globalization, 8, 100248. https://doi.org/10.1016/j.resglo.2024.100248
Elkhishin, S., & Mohieldin, M. (2021). External debt vulnerability in emerging markets and developing economies during the COVID-19 shock. Review of Economics and Political Science, 6(1), 24–47.
Emako, E., Nuru, S., & Menza, M. (2022). The effect of foreign direct investment on economic growth in developing countries. Transnational Corporations Review, 14(4), 382–401. https://doi.org/10.1080/19186444.2022.2146967
Farooq, A., Shahbaz, M., Arouri, M., & Teulon, F. (2013). Does corruption impede economic growth in Pakistan? Economic Modelling, 35, 622–633. https://doi.org/10.1016/j.econmod.2013.08.019
Fazaalloh, A. M. (2024). FDI and economic growth in Indonesia: A provincial and sectoral analysis. Journal of Economic Structures, 13(1), 3. https://doi.org/10.1186/s40008-023-00323-w
Fosu, A. K. (1999). The external debt burden and economic growth in the 1980s: Evidence from sub-Saharan Africa. Canadian Journal of Development Studies, 20(2), 307–318. https://doi.org/10.1080/02255189.1999.9669833
Griffiths, D., & Sapsford, D. (2004). Foreign direct investment in Mexico. In New Horizons in International Business (pp. 103–127). Edward Elgar Publishing.
Gründler, K., & Potrafke, N. (2019). Corruption and economic growth: New empirical evidence. European Journal of Political Economy, 60, 101810. https://doi.org/10.1016/j.ejpoleco.2019.08.001
Hakimi, A., & Hamdi, H. (2017). Does corruption limit FDI and economic growth? Evidence from MENA countries. International Journal of Emerging Markets, 12(3), 550–571. http://dx.doi.org/10.1108/IJoEM-06-2015-0118
Herzer, D. (2012). How does foreign direct investment really affect developing countries’ growth? Review of International Economics, 20(2), 396–414. https://doi.org/10.1111/j.1467-9396.2012.01029.x
Hoechle, D. (2007). Robust standard errors for panel regressions with cross-sectional dependence. The Stata Journal, 7(3), 281–312. https://doi.org/10.1177/1536867X0700700301
Ibrahim, C. (2021). Corruption, public debt and economic growth: Evidence from developing countries. International Journal of Development Issues, 20(1), 24–37. https://doi.org/10.1108/IJDI-12-2019-0208
Ighodalo Ehikioya, B., Omankhanlen, A. E., Osuma, G. O., & Inua, O. I. (2020). Dynamic relations between public external debt and economic growth in African countries: A curse or blessing? Journal of Open Innovation: Technology, Market, and Complexity, 6(3), 88. https://doi.org/10.3390/joitmc6030088
Irandoust, M., & Ericsson, J. (2001). On the causality between foreign direct investment and output: A comparative study. The International Trade Journal, 15(1), 1–26. https://doi.org/10.1080/088539001300005431
Islam, M. S., & Beloucif, A. (2023). Determinants of foreign direct investment: A systematic review of the empirical studies. Foreign Trade Review, 59(2), 309–337. https://doi.org/10.1177/00157325231158846 (Original work published 2024)
Jamsheed, R. A. (2024). FDI, foreign debt, and economic growth: The South Asian perspective (1980–2020). Journal of World Economy: Transformations & Transitions, 3(7), 1. https://doi.org/10.52459/jowett37270124
Kaufmann, D., Kraay, A., & Mastruzzi, M. (2009). Governance matters VIII: Aggregate and individual governance indicators, 1996–2008 (World Bank Policy Research Working Paper No. 4978). https://openknowledge.worldbank.org/bitstream/handle/10986/4170/WPS4978.pdf
Khaliq, A., & Noy, I. (2007). Foreign direct investment and economic growth: Empirical evidence from sectoral data in Indonesia. Journal of Economic Literature, 45(1), 313–325.
Kharusi, S. A., & Ada, M. S. (2018). External debt and economic growth: The case of emerging economy. Journal of Economic Integration, 33(1), 1141–1157. https://www.jstor.org/stable/26418778
Khdir, S., & Cieślik, A. (2025). Regional concentration of FDI and sustainable economic development. Sustainability, 17(16), 7449. https://doi.org/10.3390/su17167449
Kim, E., Ha, Y., & Kim, S. (2017). Public debt, corruption and sustainable economic growth. Sustainability, 9(3), 433. https://doi.org/10.3390/su9030433
Kim, J. H. (2019). Multicollinearity and misleading statistical results. Korean Journal of Anesthesiology, 72(6), 558–569. https://doi.org/10.4097/kja.19087
Kottaridi, C., & Stengos, T. (2010). Foreign direct investment, human capital and non-linearities in economic growth. Journal of Macroeconomics, 32(3), 858–871. https://doi.org/10.1016/j.jmacro.2010.01.004
Krugman, P. (1988). Financing vs. forgiving a debt overhang. Journal of Development Economics, 29(3), 253–268. https://doi.org/10.1016/0304-3878(88)90044-2
Kumar, P., Moridian, A., Radulescu, M., & Margarita, I. (2025). The impact of foreign direct investment on exports: A study of selected countries in the CESEE region. Economies, 13(6), 150. https://doi.org/10.3390/economies13060150
Lajuwomi, O. O. (2024). Resource governance: Does abundance of resources guarantee socioeconomic development in Nigeria? International Review of Social Sciences Research, 4(3), 99–122. https://doi.org/10.53378/irssr.353096
Lau, E., Moll de Alba, J., & Liew, K. H. (2022). Debt and economic growth in Asian developing countries. Economic Analysis and Policy, 76, 599–612. https://doi.org/10.1016/j.eap.2022.09.011
Le, H. T. P., Pham, H., & Do, N. T. T. (2024). Foreign direct investment, total factor productivity, and economic growth: Evidence in middle-income countries. Humanities and Social Sciences Communications, 11, 1388. https://doi.org/10.1057/s41599-024-03462-y
Li, X., & Liu, X. (2005). Foreign direct investment and economic growth: An increasingly endogenous relationship. World Development, 33(3), 393–407. https://doi.org/10.1016/j.worlddev.2004.11.001
Lind, J. T., & Mehlum, H. (2010). With or without U? The appropriate test for a U-shaped relationship. Oxford Bulletin of Economics and Statistics, 72(1), 109–118. https://doi.org/10.1111/j.1468-0084.2009.00569.x
Liu, X., Shu, C., & Sinclair, P. (2009). Trade, foreign direct investment and economic growth in Asian economies. Applied Economics, 41(13), 1603–1612. https://doi.org/10.1080/00036840701579176
Maček, A., Ovin, R., Divjak, M., Skoko, H., & Horvat, T. (2021). Foreign direct investments’ openness in local communities: The case of Slovenia and Serbia. Economic Research–Ekonomska Istraživanja, 34(1), 1013–1032. https://doi.org/10.1080/1331677X.2020.1819848
Mah, G., & Dinga, G. D. (2025). External debt, corruption control, and economic prosperity in the SADC region. Modern Finance, 3(2), 58–74. https://doi.org/10.61351/mf.v3i2.247
Makiela, K., & Ouattara, B. (2018). Foreign direct investment and economic growth: Exploring the transmission channels. Economic Modelling, 72, 296–305. https://doi.org/10.1016/j.econmod.2018.02.007
Manasseh, C. O., Abada, F. C., Okiche, E. L., Okanya, O., Nwakoby, I. C., Offu, P., Ogbuagu, A. R., Okafor, C. O., Obidike, P. C., & Nwonye, N. G. (2022). External debt and economic growth in Sub-Saharan Africa: Does governance matter? PLOS ONE, 17(3), e0264082. https://doi.org/10.1371/journal.pone.0264082
Mehar, M. A. K. (2021). Bridge financing during COVID-19 pandemics: Nexus of FDI, external borrowing and fiscal policy. Transnational Corporations Review, 13(1), 109–124. https://doi.org/10.1080/19186444.2020.1866377
Menard, A. R., & Weill, L. (2016). Understanding the link between aid and corruption: A causality analysis. Economic Systems, 40(2), 260–272. https://doi.org/10.1016/j.ecosys.2016.01.001
Méon, P. G., & Sekkat, K. (2005). Does corruption grease or sand the wheels of growth? Public Choice, 122(1), 69–97. https://doi.org/10.1007/s11127-005-3988-0
Mohammed, K. (2025). The effect of external debt on economic growth: Evidence from 10 African countries. Human Settlements and Sustainability, 1(1), 41–49. https://doi.org/10.1016/j.hssust.2025.01.001
Mohd Daud, S. N., & Podivinsky, J. M. (2012). Revisiting the role of external debt in economic growth of developing countries. Journal of Business Economics and Management, 13(5), 968–993. https://doi.org/10.3846/16111699.2012.701224
Mohd Dauda, S. N., Ahmad, A. H., & Azman-Saini, W. N. W. (2013). Does external debt contribute to Malaysia economic growth? Economic Research–Ekonomska Istraživanja, 26(2), 51–68. https://doi.org/10.1080/1331677X.2013.11517606
Mohsin, M., Ullah, H., Iqbal, N., Iqbal, W., & Taghizadeh-Hesary, F. (2021). How external debt led to economic growth in South Asia: A policy perspective analysis from quantile regression. Economic Analysis and Policy, 72, 423–437. https://doi.org/10.1016/j.eap.2021.09.012
Moundigbaye, M., Rea, W. S., & Reed, W. R. (2018). Which panel data estimator should I use? A corrigendum and extension. Economics, 12(1), 20180004. http://dx.doi.org/10.5018/economics-ejournal.ja.2018-4
Nair-Reichert, U., & Weinhold, D. (2001). Causality tests for cross-country panels: A new look at FDI and economic growth in developing countries. Oxford Bulletin of Economics and Statistics, 63(2), 153–171. https://doi.org/10.1111/1468-0084.00214
Ojolo, T. L., & Singh, S. B. (2025). The economic dimensions of transnational organised crime in Southern and Western Africa. International Review of Social Sciences Research, 4(4), 80–106. https://doi.org/10.53378/irssr.353126
Olamide, E. G., & Maredza, A. (2023). Pre-COVID-19 evaluation of external debt, corruption and economic growth in South Africa. Review of Economics and Political Science, 8(1), 19–36. https://doi.org/10.1108/REPS-03-2021-0019
Oyekale, O., Tella, S., & Awolaja, O. (2024). Public debt, corruption control and economic development in ECOWAS countries. Applied Journal of Economics, Management and Social Sciences, 5(2). https://doi.org/10.53790/ajmss.v5i2.64
Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22(2), 265–312. https://doi.org/10.1002/jae.951
Podobnik, B., Shao, J., Njavro, D., Ivanov, P. C., & Stanley, H. E. (2008). Influence of corruption on economic growth rate and foreign investment. The European Physical Journal B, 63(4), 547–550. https://doi.org/10.1140/epjb/e2008-00210-2
Saengchai, S., Boonrattanakittibhumi, C., & Urairak, B. (2019). Insights into the external debt, corruption and economic growth nexus: A case study. Journal of Security & Sustainability Issues, 9(2). http://doi.org/10.9770/jssi.2019.9.2(13)
Saha, S., Sadekin, M. N., & Saha, S. K. (2022). Effects of institutional quality on foreign direct investment inflow in lower-middle income countries. Heliyon, 8(10), e10828. https://doi.org/10.1016/j.heliyon.2022.e10828
Schclarek, A. (2004). Debt and economic growth in developing and industrial countries (Working Paper 2004:34). Lund University, Department of Economics. https://hdl.handle.net/10419/259917
Shaikh, F. M. (2010). Causality relationship between foreign direct investment, trade and economic growth in Pakistan. International Business Research, 3(1), 71–72. https://doi.org/10.5539/ass.v6n9p82
Sharaf, M. F. (2022). The asymmetric and threshold impact of external debt on economic growth: New evidence from Egypt. Journal of Business and Socio-economic Development, 2(1), 1–18. https://doi.org/10.1108/JBSED-06-2021-0084
Shi, H., Song, D., & Ramzan, M. (2025). Institutional quality, public debt, and sustainable economic growth: Evidence from a global panel. Sustainability, 17(14), 6487. https://doi.org/10.3390/su17146487
Shittu, W. O., Hassan, S., & Nawaz, M. A. (2018). The nexus between external debt, corruption and economic growth: Evidence from five SSA countries. African Journal of Economic and Management Studies, 9(3), 319–334. https://doi.org/10.1108/AJEMS-07-2017-0171
Silva, J. (2020). Impact of public and private sector external debt on economic growth: The case of Portugal. Eurasian Economic Review, 10(4), 607–634. https://doi.org/10.1007/s40822-020-00153-2
Solomon, E. M. (2011). Foreign direct investment, host country factors and economic growth. Ensayos Revista de Economía, 30(1), 41–70.
Song, C. Q., Chang, C. P., & Gong, Q. (2020). Economic growth, corruption, and financial development: Global evidence. Economic Modelling, 94, 822–830. https://doi.org/10.1016/j.econmod.2020.02.022
Spyromitros, E., & Panagiotidis, M. (2022). The impact of corruption on economic growth in developing countries and a comparative analysis of corruption measurement indicators. Cogent Economics & Finance, 10(1), 2129368. https://doi.org/10.1080/23322039.2022.2129368
Sugiharti, L., Yasin, M. Z., Purwono, R., Esquivias, M. A., & Pane, D. (2022). The FDI spillover effect on the efficiency and productivity of manufacturing firms: Its implication on open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 8(2), 99. https://doi.org/10.3390/joitmc8020099
Supriyanto, S., Widayani, H., Cornellia, R., Armin, R., & Kamal, I. (2025). The impact of foreign direct investment (FDI) on economic growth in developing countries toward acceleration in digitalization. Daengku: Journal of Humanities and Social Sciences Innovation, 5(3), 337–353. https://doi.org/10.35877/454RI.daengku3893
Tanna, S., Li, C., & De Vita, G. (2018). The role of external debt in the foreign direct investment–growth relationship. International Journal of Finance & Economics, 23(4), 393–412. https://doi.org/10.1002/ijfe.1628
Trabelsi, M. A. (2024). The impact of corruption on economic growth: A nonlinear evidence. Journal of Social and Economic Development, 26(1), 1–10. https://doi.org/10.1007/s40847-023-00301-9
Westerlund, J. (2007). Testing for error correction in panel data. Oxford Bulletin of Economics and Statistics, 69(6), 709–748. https://doi.org/10.1111/j.1468-0084.2007.00477.x
Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). MIT Press.
World Bank. (2025). World development indicators. The World Bank. https://data.worldbank.org
Yeboah, E., Baffour, A. A., & Chibalamula, H. C. (2025). The significance of foreign direct investment (FDI) and trade openness: Evidence from nine European economies. SN Business & Economics, 5, 27. https://doi.org/10.1007/s43546-025-00798-8
Cite this article:
Aslam Mahmud (2025). Nonlinear effects of FDI, external debt, and corruption in shaping economic development: Evidence from lower-middle-income economies. International Review of Social Sciences Research, 5(4), 205-231. https://doi.org/10.53378/irssr.353293
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