External Capital Inflows and GDP Growth: A Systematic Review of Cointegration Evidence

Authors

  • Mustafe Abdillahi Department of Political and Administration Studies (PAS), Kampala International University, Uganda Author
  • Ahmed Hussein Mohamed Department of mathematics and statistics, Kampala International University, Uganda Author
  • Anumolu Goparaju Assoc Prof Department of mathematics and statistics, Kampala International University, Uganda Author

DOI:

https://doi.org/10.68050/JAMS.2026.414

Keywords:

ARDL bounds testing;, cointegration;, economic growth;, foreign aid;, foreign direct investment;, long-run equilibrium;

Abstract

Purpose – This systematic review examines the long-run equilibrium relationships among external capital inflows, foreign direct investment (FDI) and foreign aid, and GDP growth, focusing on empirical studies employing cointegration techniques, to identify prevailing patterns, methodological approaches, and contextual factors shaping these long-run dynamics.

Design/Methodology/Approach – Using a Systematic Literature Review (SLR) methodology, the study analyzed peer-reviewed articles and working papers published between 2000 and 2026, drawing on Scopus, Web of Science, and Google Scholar, and synthesized findings thematically.

Findings – The evidence on long-run relationships between external capital inflows and GDP growth is mixed and context-dependent. Many studies confirm cointegration between FDI and growth, while others find no long-run relationship or conditional effects tied to institutional quality and absorptive capacity. Foreign aid shows similarly heterogeneous results, from positive long-run elasticities to insignificant or negative effects. Studies examining FDI and aid jointly reveal complex interactions, including bidirectional causality and substitution effects. The ARDL bounds testing approach has emerged as the dominant technique, followed by Johansen cointegration and panel cointegration methods.

Originality/Value – This study provides a comprehensive systematic review of long-run equilibrium relationships between external capital inflows and GDP growth, synthesizing findings across diverse geographic and methodological contexts and proposing a future research agenda.

44 6

References

1. Ali, H., Masood, J., & Sadar Ud Din, A. (2021). The accessing foreign aid's long run contribution to economic growth of Pakistan: An evidence from time series data. Sustainable Business and Society in

Emerging Economies, 3(2), 83-94. https://doi.org/10.26710/sbsee.v3i1.1728

2. Abdillahi, M. M., & Benjamin, B. O. (2025). Market-Economic Decentralization and Governance in Hargeisa Local Government, Somaliland. BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan

Organisasi, 32(3), 10-20476.

3. Abdillahi, M. M. (2026). E-Government and Digital Service Delivery: Investigating the Adoption of Digital Platforms for the Purpose of Citizens' Service Access, Transparency Increase, and

Administrative Efficiency Promotion. Moccasin Journal De Public Perspective, 3(1), 15-32.

4. Abdillahi, M. M. (2025). Somaliland Democracy and Election’s. International Journal of Research and Innovation in Social Science, 9(4), 7146-7170.

5. Abdillahi, M. M. (2025). Navigating Adversity: A Systematic Review of Rural Livelihood Challenges in Somaliland.

6. Abdillahi, M. M. (2026). Guardians of the Public Trust: Mechanisms for Administrative Accountability and Ethical Governance. Available at SSRN 6782558.

7. Abdillahi, M. M., Osman, H. N., & Barigayamwe, R. (2026). Decentralized solid waste management and community health outcomes in Kampala, Uganda. Natural Built Social Environment Health, 2(2),

200-217.

8. Abdillahi, M. M. (2025). Fiscal Decentralization: A Review of Theories, Evidence, And Policy Implications.

9. Appiah-Konadu, P., Junior, F. S., Eric, A., & Twerefou, D. K. (2016). The effect of foreign aid on economic growth in Ghana. African Journal of Economic Review, 4(2), 248-261.

https://doi.org/10.22004/ag.econ.264465

10. Aslam, A. L. M., & Samsudeen, S. N. (2021). Dynamic inter-linkage between foreign aid and economic growth in Sri Lanka. Journal of Economic and Administrative Sciences, 39(2), 305-321. https://doi.org/10.1108/JEAS-12-2020-0203

11. Abdillahi, M. M., Oluka, B. B., & Tindyebwa, J. (2026). Political Decentralization And Governance In Hargaisa Local Government, Somaliland. APPLIED RESEARCH IN ADMINISTRATIVE

SCIENCES, 7(1), 4-18.

12. Abdillahi, M. M. (2025). Gender Roles in Somaliland: A Narrative Review of Traditions, Transitions, and Transformations.

13. Abdillahi, M. M. (2026). Public Sector Leadership: A Meta-Analysis of Transformational Leadership's Efficacy in Bureaucratic Change and Development. Moccasin Journal De Public Perspective, 3(2), 76-

93.

14. Abdillahi, M. M. (2026). AI, Algorithms, and Automation in Government: Investigating the ethical, legal, and practical implications of using artificial intelligence for decision-making in social services,

policing, and welfare distribution.

15. 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/S0022-

1996(97)00033-0

16. Burnside, C., & Dollar, D. (2000). Aid, policies, and growth. American Economic Review, 90(4), 847- 868. https://doi.org/10.1257/aer.90.4.847

17. Chenery, H. B., & Strout, A. M. (1966). Foreign assistance and economic development. American Economic Review, 56(4), 679-733. [VERIFIED — classic, widely-cited article.]

18. De Mello, L. R. (1999). Foreign direct investment-led growth: Evidence from time series and panel data. Oxford Economic Papers, 51(1), 133-151. https://doi.org/10.1093/oep/51.1.133 [VERIFIED.]

19. Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, 55(2), 251-276. https://doi.org/10.2307/1913236

20. Hatemi-J, A., & Irandoust, M. (2005). Foreign aid and economic growth: New evidence from panel cointegration. Journal of Economic Development, 30(1), 71-80.

21. Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107(2), 407-437. https://doi.org/10.2307/2118477

22. Masipa, T. (2014). The impact of foreign direct investment on economic growth and employment in South Africa: A time series analysis. Mediterranean Journal of Social Sciences, 5(25), 18-27.

https://doi.org/10.5901/mjss.2014.v5n25p18

23. Mazenda, A. (2014). The effect of foreign direct investment on economic growth: Evidence from South Africa. Mediterranean Journal of Social Sciences, 5(10), 95-108.

24. Mitra, R. (2013). The impact of foreign aid on economic growth in Cambodia: A co-integration approach. Journal of Economics and Behavioral Studies, 5(2), 117-121.

25. Moolio, P., & Kong, S. (2016). Foreign aid and economic growth: Panel cointegration analysis for Cambodia, Lao PDR, Myanmar, and Vietnam. Athens Journal of Business & Economics, 2, 417-428.

26. Musakwa, M. T., & Odhiambo, N. M. (2023). Foreign direct investment, foreign aid and economic growth nexus in Kenya: A cointegration and causality analysis. Croatian Review of Economic,

Business and Social Statistics, 9(2), 79-91. https://doi.org/10.2478/crebss-2023-0013

27. Mustafa, M. E., Elshakh, M. M., & Ebaidalla, E. M. (2019). Does aid promote economic growth in Sudan? Evidence from ARDL bounds testing analysis. Journal of Economic Cooperation and

Development, 40(2), 115-140.

28. Nassango, L. C. (2021). The effect of foreign direct investments on economic growth in Uganda between 1989 and 2018 [Unpublished master's research report]. Makerere University, Kampala.

http://hdl.handle.net/10570/8569 [VERIFIED.]

29. Nchoe, N. K. (2013). Effect of foreign direct investment inflows on economic growth: Sectoral analysis of South Africa [Unpublished master's thesis]. University of South Africa.

30. Ngo, N. Q. (2021). An empirical study of foreign direct investment, human development and endogenous growth. Global Business and Economics Review, 24(1), 59-78.

https://ideas.repec.org/a/ids/gbusec/v24y2021i1p59-78.html

31. 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. https://doi.org/10.1002/jae.616

32. Rajan, R. G., & Subramanian, A. (2008). Aid and growth: What does the cross-country evidence really show? Review of Economics and Statistics, 90(4), 643-665. https://doi.org/10.1162/rest.90.4.643

33. Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5), S71- S102. https://doi.org/10.1086/261725

34. Saleem, H., Shabbir, M. S., & Bilal khan, M. (2020). The short-run and long-run dynamics among FDI, trade openness and economic growth: Using a bootstrap ARDL test for co-integration in selected South

Asian countries. South Asian Journal of Business Studies, 9(2), 279-295. https://doi.org/10.1108/SAJBS-07-2019-0124

35. Salma, U., Khan, M. F. H., & Alam, M. M. (2023). Foreign capital and economic growth: Evidence from Bangladesh. arXiv:2312.04695. https://doi.org/10.48550/arXiv.2312.04695

36. Sunde, T. (2017). Foreign direct investment, exports and economic growth: ARDL and causality analysis for South Africa. Research in International Business and Finance, 41, 434-444.

https://doi.org/10.1016/j.ribaf.2017.04.035

37. Tadesse, T. (2011). Foreign aid and economic growth in Ethiopia: A cointegration analysis. Economic Research Guardian, 1(2), 88-108. http://www.ecrg.ro/files/p2011.1(2)3b4.pdf

38. Wehncke, F. C., Marozva, G., & Makoni, P. L. (2022). Economic growth, foreign direct investments and official development assistance nexus: Panel ARDL approach. Economies, 11(1), 4.

https://doi.org/10.3390/economies11010004

Cover Image

Downloads

Published

2026-09-14

How to Cite

External Capital Inflows and GDP Growth: A Systematic Review of Cointegration Evidence. (2026). Journal of Advanced Multidisciplinary Studies (JAMS), 1(2), Page 1208-1224. https://doi.org/10.68050/JAMS.2026.414

Similar Articles

1-10 of 113

You may also start an advanced similarity search for this article.