Revisiting Growth Dynamics: How Corruption Control Moderates Asymmetric Foreign Financial Inflows in EAC Partner States
Abstract
Corruption control in East African Community (EAC) partner states successfully moderated the impacts of foreign financial inflows on growth by enhancing the absorptive capacity from moderate external debt, FDI, ODA positive shocks, and exchange management. Extant literature has largely disregarded the asymmetric impacts of foreign financial inflows on growth in EAC bloc using asymmetric variables under governance indicators. This study fills the gap by analysing the asymmetric interplays from external debt, FDI, ODA, and exchange rate to growth from 6 countries in EAC bloc by assessing their long-run impacts from 1996 to 2023. The study used the panel nonlinear autoregressive distributed lag (NARDL) as the baseline model and employed the dynamic common correlated effects (DCCEs) as the robustness checks while carrying out structural breaks in the panels. Our findings, in the absence of corruption control, revealed significant debt-overhang that crowds-out FDI inflows, fungibility in ODA positive shocks, and exchange rate volatilities inimical to growth in the bloc. The moderation impacts of corruption control advocates institutional governance is fundamental for maximising the impact of foreign financial inflows, while the human development index, infrastructure and export serve as control variables. These results insinuate that to boost economic growth; receivers of foreign financial inflows should prioritise nurturing institutional frameworks and governance fundamentally. The development partners ought to target foreign financial inflows towards infrastructure projects, export diversification and human development skills to promote sustainable economic growth in the bloc.
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Abate, C. A. (2022). The relationship between aid and economic growth of developing countries: Does institutional quality and economic freedom matter? Cogent Economics & Finance, 10(1), 2062092. https://doi.org/10.1080/23322039.2022.2062092
Abdullahi, N. M., Danlami, M., Kakar, S. K., & Bah, A. S. (2024). Modeling the dynamic nexus between climate change, ICT, and agriculture in sub-Saharan Africa: A panel quantile ARDL. GeoJournal, 89(5), 203. https://doi.org/10.1007/s10708-024-11186-4
Abdul-Mumuni, A., Amoh, J. K., & Musah, A. (2024). Asymmetric Nexus Between Industrial Production and Carbon Emissions: Empirics from Sub-Saharan Africa. Global Journal of Emerging Market Economies, 16(3), 392–410. https://doi.org/10.1177/09749101241238643
Abille, A. B., & Mumuni, S. (2023). Tax incentives, ease of doing business and inflows of FDI in Africa: Does governance matter? Cogent Economics & Finance, 11(1), 2164555. https://doi.org/10.1080/23322039.2022.2164555
ADB. (2024, December 17). African Economic Outlook 2024: Driving Africa's Transformation, The Reform of the Global Financial Architecture. https://www.afdb.org/sites/default/files/2024/06/06/aeo_2024_-_chapter_1.pdf
ADB. (2025). Making Africa’s Capital Work Better for Africa’s Development. African Development Bank Group, (pp.48) https://www.afdb.org/sites/default/files/documents/publications/afdb25-01_aeo_main_report_english_.pdf
Afreximbank. (2024). State of Play of Debt Burden in Africa 2024, Debt Dynamics and Mounting Vulnerability. (pp. 1–33), https://media.afreximbank.com/afrexim/State of Play of Debt Burden in Africa 2024 Debt Dynamics and Mounting Vulnerability.pdf
Akalpler, E. (2023). Triggering economic growth to ensure financial stability: Case study of Northern Cyprus. Financial Innovation, 9(1), 77. https://doi.org/10.1186/s40854-023-00481-7
Alam, W., Ikram, F., Kumar, P., Haseeb, M., & Ali, N. (2024). Asymmetric Effects of Foreign Direct Investment on Economic Growth: Fresh Evidence from India Using NARDL Simulation. Millennial Asia, 15(3), 409–428. https://doi.org/10.1177/09763996221122205
Aloulou, R., Kalai, M., & Helali, K. (2023). The symmetric and asymmetric impacts of external debt on economic growth in Tunisia: Evidence from linear and nonlinear ARDL models. SN Business & Economics, 3(7), 112. https://doi.org/10.1007/s43546-023-00482-9
Alqaralleh, H. (2020). On the asymmetric response of the exchange rate to shocks in the crude oil market. International Journal of Energy Sector Management, 14(4), 839–852. https://doi.org/10.1108/IJESM-10-2019-0011
Amoah, C., & Steyn, D. (2023). Barriers to unethical and corrupt practices avoidance in the construction industry. International Journal of Building Pathology and Adaptation, 41(6), 85–101. https://doi.org/10.1108/IJBPA-01-2022-0021
Amoh, J. K., Abdul-Mumuni, A., Nsor-Ambala, R., & Amenyitor, E. A. (2024). The corruption-foreign direct investment nexus in sub-Saharan Africa. Fresh evidence from a panel threshold regression approach. Journal of Financial Crime, 31(3), 681–697. https://doi.org/10.1108/JFC-05-2023-0119
Asafo-Adjei, E., Owusu Junior, P., Adam, A. M., Arthur, C. L., Boateng, E., & Ankomah, K. (2023). Asymmetric relationships among financial sector development, corruption, foreign direct investment, and economic growth in sub-Saharan Africa. Cogent Economics & Finance, 11(1), 2182454. https://doi.org/10.1080/23322039.2023.2182454
Asaleye, A. J., Ojo, A. P., & Olagunju, O. E. (2023). Asymmetric and shock effects of foreign AID on economic growth and employment generation. Research in Globalization, 6, 100123. https://doi.org/10.1016/j.resglo.2023.100123
Atakpa, D. A., Kalu, C. U., Ezenekwe, U. R., Okeyika, K., & Chinanuife, E. (2024). Asymmetric Analysis of the Impact of Foreign Capital Inflows on Economic Growth in Nigeria. International Journal of Research and Innovation in Social Science, VIII(VII), 987–997. https://doi.org/10.47772/IJRISS.2024.807078
Atta, N., & Sharifi, A. (2024). A systematic literature review of the relationship between the rule of law and environmental sustainability. Sustainable Development, 32(6), 7051–7068. https://doi.org/10.1002/sd.3087
Ayele, G. M. (2022). Real exchange rate misalignment and economic growth in East African least developed countries. Heliyon, 8(11), e11840. https://doi.org/10.1016/j.heliyon.2022.e11840
Ayenew, B. B. (2022). The impact of foreign financial inflows on the economic growth of sub-Saharan African countries: An empirical approach. Cogent Economics & Finance, 10(1), 2123888. https://doi.org/10.1080/23322039.2022.2123888
Barkat, K., Mimouni, K., Alsamara, M., & Maouchi, Y. (2025). Assessing Foreign Aid’s Influence on Tourism Demand for Developing Economies: When More Isn’t Better. Journal of Travel Research, 00(0), 1–24. https://doi.org/10.1177/00472875251349236
Beju, D.-G., Ciupac-Ulici, M.-L., & Bresfelean, V. P. (2024). Political stability and corruption nexus: An international perspective on European and Asian countries. The Journal of Risk Finance, 25(3), 422–442. https://doi.org/10.1108/JRF-10-2023-0261
Bethencourt, C., & Perera‐Tallo, F. (2025). Foreign aid and corruption: Unveiling the obstacles to effective development. Southern Economic Journal, 91(3), 881–914. https://doi.org/10.1002/soej.12725
Beyene, A. B. (2024). Governance quality and economic growth in Sub-Saharan Africa: The dynamic panel model. Journal of Economic and Administrative Sciences, 40(2), 404–418. https://doi.org/10.1108/JEAS-08-2021-0156
Boone, P. (1996). Politics and the effectiveness of foreign aid. European Economic Review, 40(2), 289–329. https://doi.org/%2010.1016/0014-2921(95)00127-1
BOT. (2025). Bank of Tanzania Monthly Economic Review, September 2025: Vol. September 2025. BOT. https://www.bot.go.tz/Publications/Regular/Monthly%20Economic%20Review/en/2025101508491975.pdf
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. https://doi.org/10.2307/2297111
CBK. (2025). Central Bank of Kenya Weekly Bulletin, Recent Monetary and Financial Developments, September 2025; Weekly Bulletin, September 2025, pp. 1–6). Central Bank of Kenya. https://www.centralbank.go.ke/uploads/weekly_bulletin/1502248475_Weekly%20CBK%20Bulletin%20September%2012,%202025.pdf
Chaudhry, I. S., Yusop, Z., & Habibullah, M. S. (2024). Dynamic common correlated effects of financial inclusion on economic growth: Empirical evidence from Organization of Islamic Cooperation (OIC) countries. International Journal of Emerging Markets, 19(10), 3088–3110. https://doi.org/10.1108/IJOEM-11-2021-1751
Chen, L., Du, Z., & Hu, Z. (2020). Impact of economic policy uncertainty on exchange rate volatility of China. Finance Research Letters, 32, 101266. https://doi.org/10.1016/j.frl.2019.08.014
Chengying, H., Wang, T., Shah, S. A., Chang, Y., & Zhou, X. (2023). A study on the moderating role of national absorptive capacity between institutional quality and FDI inflow: Evidence from developing countries. Economic Research-Ekonomska Istraživanja, 36(1), 2177–2198. https://doi.org/10.1080/1331677X.2022.2096659
Chowdhury, M. A. F., Prince, E. R., Shoyeb, M., & Abdullah, M. (2024). The threshold effect of institutional quality on sovereign debt and economic stability. Journal of Policy Modeling, 46(1), 39–59. https://doi.org/10.1016/j.jpolmod.2023.12.001
Chudik, A., & Pesaran, M. H. (2015). Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors✁. Journal of Econometrics, 188(2), 393–420. https://doi.org/10.1016/j.jeconom.2015.03.0
Cohen, W. M., & Levinthal, D. A. (1990). Absorptive Capacity: A New Perspective on Learning and Innovation. Administrative Science Quarterly, 35(1), 128. https://doi.org/10.2307/2393553
Cristopher, J. (2023, August 22). How the weakening shilling is affecting debt servicing The Citizen, Business Reports https://www.thecitizen.co.tz/tanzania/news/national/how-the-weakening-shilling-is-affecting-debt-servicing-4343042
Croissant, Y., & Millo, G. (Eds). (2019). Panel Data Econometrics with R (1st edn). Wiley. https://doi.org/10.1002/9781119504641
Dash, A. K. (2023). Does foreign aid influence economic growth? Evidence from South Asian countries. Transnational Corporations Review, 15(3), 72–85. https://doi.org/10.1080/19186444.2021.1974257
Dawood, M., Baidoo, S. T., & Shah, S. M. R. (2021). An empirical investigation into the determinants of external debt in Asian developing and transitioning economies. Development Studies Research, 8(1), 253–263. https://doi.org/10.1080/21665095.2021.1976658
Dawood, M., Feng, Z. R., Ilyas, M., & Abbas, G. (2024). External Debt, Transmission Channels, and Economic Growth: Evidence of Debt Overhang and Crowding-Out Effect. Sage Open, 14(3), 21582440241263626. https://doi.org/10.1177/21582440241263626
Degong, Prof. M., Ullah, F., Ullah, R., & Arif, M. (2023). An empirical nexus between exchange rate and China’s outward foreign direct investment: Implications for Pakistan under the China Pakistan economic corridor project. The Quarterly Review of Economics and Finance, 87(1), 224–234. https://doi.org/10.1016/j.qref.2020.12.001
Demir, F., & Duan, Y. (2024). Target at the Right Level: Aid, Spillovers and Growth in sub-Saharan Africa. Applied Economics, 56(28), 3293–3333. https://doi.org/10.1080/00036846.2023.2206111
Dinga, G. D., Fonchamnyo, D. C., & Afumbom, N. S. (2024). A multidimensional appraisal of domestic investment, external debt and economic development nexus: Evidence from SSA. Journal of Business and Socio-Economic Development, 5(2), 171–186. https://doi.org/10.1108/JBSED-12-2022-0130
Ditzen, J., Karavias, Y., & Westerlund, J. (2025). Testing and Estimating Structural Breaks in Time Series and Panel Data in Stata (No. arXiv:2110.14550). arXiv. https://doi.org/10.48550/arXiv.2110.14550
Djellouli, N., Abdelli, L., Elheddad, M., Ahmed, R., & Mahmood, H. (2022). The effects of non-renewable energy, renewable energy, economic growth, and foreign direct investment on the sustainability of African countries. Renewable Energy, 183, 676–686. https://doi.org/10.1016/j.renene.2021.10.066
Easterly, W. (2003). Can Foreign Aid Buy Growth? Journal of Economic Perspectives, 17(3), 23–48. https://doi.org/10.1257/089533003769204344
Eberl, A., & Klar, B. (2024). Centre-free kurtosis orderings for asymmetric distributions. Statistical Papers, 65(1), 415–433. https://doi.org/10.1007/s00362-023-01403-6
Farooq, U., Ahmed, A., Tabash, M. I., Al-Absy, M. S. M., & Elsantil, Y. (2024). External debt and economic growth: Moderating role of governance in South Asia Region. Eurasian Economic Review, 14(2), 339–360. https://doi.org/10.1007/s40822-024-00264-0
Fisera, B. (2024). Exchange rates and the speed of economic recovery: The role of financial development. Economic Systems, 48(1), 101165. https://doi.org/10.1016/j.ecosys.2023.101165
Fonchamnyo, D. C., Dinga, G. D., & Ngum, V. C. (2021). Revisiting the nexus between domestic investment, foreign direct investment and external debt in SSA countries: PMG‐ARDL approach. African Development Review, 33(3), 479–491. https://doi.org/10.1111/1467-8268.12593
Fujii, E. (2024). Currency concentration in sovereign debt, exchange rate cyclicality, and volatility in consumption. Review of World Economics, 160(1), 169–192. https://doi.org/10.1007/s10290-023-00493-6
Hausman, J. A. (1978). Specification Tests in Econometrics. Econometrica, 46(6), 1251. https://doi.org/10.2307/1913827
Hejazi, W., Tang, J., & Wang, W. (2023). Absorptive capacity, learning and profiting from outward FDI: Evidence from Canadian firms. Journal of World Business, 58(3), 1–15. https://doi.org/10.1016/j.jwb.2023.101427
Hongli, J., & Vitenu‐Sackey, P. A. (2023). Assessment of the effectiveness of foreign aid on the development of Africa. International Journal of Finance & Economics, 28(1), 79–92. https://doi.org/10.1002/ijfe.2406
Hünermund, P., & Louw, B. (2025). On the Nuisance of Control Variables in Causal Regression Analysis. Organizational Research Methods, 28(1), 138–151. https://doi.org/10.1177/10944281231219274
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
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
Kemoe, L. & Lartey, E. K. K. (2022). Public debt, institutional quality and growth in sub-Saharan Africa: A threshold analysis. International Review of Applied Economics, 222–244. https://doi.org/10.1080/02692171.2021.1957785
Khanday, I. N., Tarique, Md., Wani, I. U., & Dar, M. H. (2024). Poverty and financial development: An asymmetric and nonlinear ARDL analysis for India. Journal of Economic Studies, 51(4), 764–782. https://doi.org/10.1108/JES-03-2023-0129
Kirikkaleli, D., Adeshola, I., Adebayo, T. S., & Awosusi, A. A. (2021). Do foreign aid triggers economic growth in Chad? A time series analysis. Future Business Journal, 7(1), 17. https://doi.org/10.1186/s43093-021-00063-y
Koeswayo, P. S., Handoyo, S., & Abdul Hasyir, D. (2024). Investigating the Relationship between Public Governance and the Corruption Perception Index. Cogent Social Sciences, 10(1), 1–36. https://doi.org/10.1080/23311886.2024.2342513
Lau, S. Y., Tan, A. L., & Liew, C. Y. (2019). The Asymmetric Link between Public Debt and Private Investment in Malaysia. Malaysian Journal of Economic Studies, 56(2), 327–342. https://doi.org/10.22452/MJES.vol56no2.8
Lin, S., Razzaq, A., & Yi, K. (2023). Heterogenous influence of productive capacities pillars and natural resources on ecological sustainability in developing Belt and Road host countries. Resources Policy, 85, 103776. https://doi.org/10.1016/j.resourpol.2023.103776
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
Mahmood, H., Tanveer, M., & Furqan, M. (2021). Rule of Law, Corruption Control, Governance, and Economic Growth in Managing Renewable and Nonrenewable Energy Consumption in South Asia. International Journal of Environmental Research and Public Health, 18(20), 1–19. https://doi.org/10.3390/ijerph182010637
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
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
Mouneer, S., Khan, R. E. A., & Safdar, N. (2022). Does Corruption Invade the Effectiveness of Foreign Aid on Income Inequality in Developing Economies? Pakistan Journal of Humanities and Social Sciences, 10(1), 332–344. https://doi.org/10.52131/pjhss.2022.1001.0201
Munyanyi, M. E., & Churchill, S. A. (2022). Foreign aid and energy poverty: Sub-national evidence from Senegal. Energy Economics, 108(105899), 1–18. https://doi.org/10.1016/j.eneco.2022.105899
Mwakalila, E., & Muba, S. (2025). Public debt sustainability in Tanzania: A non-linear analysis of fiscal and monetary policy interactions. Cogent Economics & Finance, 13(1), 2554299. https://doi.org/10.1080/23322039.2025.2554299
Nazamuddin, B. S., Wahyuni, S. S., Fakhruddin, F., & Fitriyani, F. (2024). The nexus between foreign exchange and external debt in Indonesia: Evidence from linear and nonlinear ARDL approaches. Journal of the Asia Pacific Economy, 29(2), 810–836. https://doi.org/10.1080/13547860.2022.2054153
Nchofoung, T. N., Njamen Kengdo, A. A., Mouchili Moumie, E., & Fonsoh, T. T. (2022). Teach me to fish instead of giving me fish: Foreign development aid and employment in Africa. World Development Sustainability, 1(10032), 1–12. https://doi.org/10.1016/j.wds.2022.100032
Ndou, E., Gumata, N., & Moletsane, T. (2024). Exchange rate and GDP nexus in South Africa: The disconnect after the 2008 global recession. SN Business & Economics, 4(2), 21. https://doi.org/10.1007/s43546-023-00613-2
Nguyen, X. M., & Tran, Q. T. (2022). Corruption and corporate investment efficiency around the world. European Journal of Management and Business Economics, 31(4), 425–438. https://doi.org/10.1108/EJMBE-11-2020-0321
Nicholas, L., Sampene, A. K., Darkoh, G. O., & Fosu, F. (2025). The impact of foreign direct investment, official development aid, and corruption on economic growth: Empirical evidence from Ghana. SN Business & Economics, 5(9), 131. https://doi.org/10.1007/s43546-025-00905-9
Nutassey, V. A., Nomlala, B. C., & Sibanda, M. (2023). Economic institutions, political institutions and public debt in Sub-Saharan Africa. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-03-2023-0490
Ojeka, O. J., Egbetunde, T., Okoduwa, G. O., Ojeyode, A. O., Jimoh, M., & Ogunbowale, G. O. (2024). Moderating effect of institutional quality on the influence of debt on investment in sub-Saharan Africa. Future Business Journal, 10(1), 76. https://doi.org/10.1186/s43093-024-00362-0
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
Olaoye, O. O., Eluwole, O. O., & Lakhani, F. (2022). Foreign capital inflows: A panacea to slow economic growth and infrastructure decay in Africa? Journal of Economic and Administrative Sciences, 38(3), 509–527. https://doi.org/10.1108/JEAS-07-2020-0121
Owusu-Nantwi, V., & Owusu-Nantwi, G. (2023). Public debt, corruption and shadow economy in Africa: An empirical analysis. Journal of Economic and Administrative Sciences, 39(1), 184–202. https://doi.org/10.1108/JEAS-08-2020-0150
Oyadeyi, O. O., Agboola, O. W., Okunade, S. O., & Osinubi, T. T. (2024). The debt-growth nexus and debt sustainability in Nigeria: Are there reasons to be concerned? Journal of Policy Modeling, 46(1), 129–152. https://doi.org/10.1016/j.jpolmod.2023.11.004
Oyadeyi, O. O., Osinubi, T. T., Simatele, M., & Oyadeyi, O. A. (2025). The threshold effects of inflation rate, interest rate, and exchange rate on economic growth in Nigeria. Cogent Economics & Finance, 13(1), 1–28. https://doi.org/10.1080/23322039.2025.2460066
Patel, R., Mohapatra, D. R., & Yadav, S. K. (2024). Nexus between formal institutions and inward FDI in India: A nonlinear autoregressive distributive lag approach. International Journal of Social Economics. https://doi.org/10.1108/IJSE-05-2023-0375
Pedroni, P. (2004). Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis. Econometric Theory, 20(03). https://doi.org/10.1017/S0266466604203073
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. https://doi.org/10.1111/j.1368-423X.2007.00227.x
Ramesh, R., & Vinayagathasan, T. (2023). The Impact of Corruption, Rule of Law, Accountability, and Government Expenditure on Government Effectiveness: Evidence From Sri Lanka. Journal of Asian and African Studies, 002190962211469. https://doi.org/10.1177/00219096221146999
Ramoni-Perazzi, J., & Romero, H. (2022). Exchange rate volatility, corruption, and economic growth. Heliyon, 8(12), e12328. https://doi.org/10.1016/j.heliyon.2022.e12328
Sek, S. K., Sim, K. Y., & Mukherjee, D. (2023). Panel ARDL and NARDL Models: Role of Agriculture in Economic Growth in Selected Asian Countries. In D. Mukherjee (Ed.), Applied Econometric Analysis Using Cross Section and Panel Data (pp. 471–503). Springer Nature. https://doi.org/10.1007/978-981-99-4902-1_16
Sharma, C., & Mishra, R. K. (2022). On the Good and Bad of Natural Resource, Corruption, and Economic Growth Nexus. Environmental and Resource Economics, 82(4), 889–922. https://doi.org/10.1007/s10640-022-00694-x
Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. Festschrift in Honor of Peter Schmidt, Springer, 281–314. http://dx.doi.org/10.2139/ssrn.1807745
Su, D. T., & Nguyen, C., Phuc. (2022). Foreign financial flows, human capital and economic growth in African developing countries. International Journal of Finance & Economics, 27(3), 3010–3031. https://doi.org/10.1002/ijfe.2310
Svensson, J. (2000). Foreign aid and rent-seeking. Journal of International Economics, 51(2), 437–461. https://doi.org/10.1016/S0022-1996(99)00014-8
Tabash, M. I., Mesagan, E. P., & Farooq, U. (2022). Dynamic linkage between natural resources, economic complexity, and economic growth: Empirical evidence from Africa. Resources Policy, 78, 102865. https://doi.org/10.1016/j.resourpol.2022.102865
Thaker, M. T. M. A., Baryal, B., & Taghizadeh-Hesary, F. (2024). The effect of foreign direct investment on economic growth in Afghanistan: An empirical insight. International Journal of Emerging Markets, 20(10), 4217–4234. https://doi.org/10.1108/IJOEM-04-2023-0666
Transparency International (Ed.). (2025). Corruption Perceptions Index 2024. Transparency International. https://www.transparency.org/en/cpi/2024
Turan, T., & Yanıkkaya, H. (2021). External debt, growth and investment for developing countries: Some evidence for the debt overhang hypothesis. Portuguese Economic Journal, 20(3), 319–341. https://doi.org/10.1007/s10258-020-00183-3
UNCTAD. (2023). World Investment Report 2023: Investing in Sustainable Energy for All. United Nations. https://doi.org/10.18356/9789210027847
UNCTAD. (2024). World Investment Report 2024: Investment Facilitation and Digital Government. United Nations. https://doi.org/10.18356/9789213589731
Usman, M., Jahanger, A., Makhdum, M. S. A., Balsalobre-Lorente, D., & Bashir, A. (2022). How do financial development, energy consumption, natural resources, and globalization affect Arctic countries’ economic growth and environmental quality? An advanced panel data simulation. Energy, 241, 122515. https://doi.org/10.1016/j.energy.2021.122515
Vicard, V. (2023). Profit Shifting, Returns on Foreign Direct Investments and Investment Income Imbalances. IMF Economic Review, 71(2), 369–414. https://doi.org/10.1057/s41308-022-00178-4
Vu, H. D., & Pavelková, D. (2023). Determinants of profit repatriation: Evidence from the Czech Republic and OECD countries as a group. Structural Change and Economic Dynamics, 67, 58–68. https://doi.org/10.1016/j.strueco.2023.06.007
Wang, J., Dong, K., Sha, Y., & Yan, C. (2022). Envisaging the carbon emissions efficiency of digitalization: The case of the internet economy for China. Technological Forecasting and Social Change, 184, 121965. https://doi.org/10.1016/j.techfore.2022.121965
Wang, L., Hafeez, M., Ullah, S., & Yonter, I. U. (2025). Cross-sectional dependence in financial openness and its influence on renewable energy consumption in Asia. Energy & Environment, 36(7), 3294–3315. https://doi.org/10.1177/0958305X231219786
World Bank. (2023a). World Bank Open Data, free and access to global data [Informational Statistics]. World Bank Open Data. https://data.worldbank.org
World Bank. (2023b). Worldwide Governance Indicators [Text/HTML]. World Bank. https://www.worldbank.org/en/publication/worldwide-governance-indicators
Wu, Q., Yan, D., & Umair, M. (2023). Assessing the role of competitive intelligence and practices of dynamic capabilities in business accommodation of SMEs. Economic Analysis and Policy, 77, 1103–1114. https://doi.org/10.1016/j.eap.2022.11.024
Yahyaoui, I., & Bouchoucha, N. (2021). The long‐run relationship between ODA, growth and governance: An application of FMOLS and DOLS approaches. African Development Review, 33(1), 38–54. https://doi.org/10.1111/1467-8268.12489
Zardoub, A., & Sboui, F. (2023). Impact of foreign direct investment, remittances and official development assistance on economic growth: Panel data approach. PSU Research Review, 7(2), 73–89. https://doi.org/10.1108/PRR-04-2020-0012
Zin, M. M. T. (2025). Exploring Foreign Aid and Economic Growth in Developing Countries [Thesis Report, Yangon University of Economics]. https://meral.edu.mm/records/11474















