IDEAS home Printed from https://ideas.repec.org/a/spr/ijoeps/v18y2024i1d10.1007_s42495-023-00126-8.html
   My bibliography  Save this article

Threshold effect of foreign direct investment on economic growth in BRICS countries: new evidence from PTAR and PSTAR models

Author

Listed:
  • Maha Kalai

    (University of Sfax)

  • Hamdi Becha

    (University of Sfax)

  • Kamel Helali

    (University of Sfax)

Abstract

In recent years, the BRICS economies have attracted significant amounts of foreign direct investment (FDI). These FDI inflows has helped fuel their economic growth rates, which leads one to predict that they will continue to outpace the G-7 economies in the near future. Thus, the aim of this study is to investigate the nature of the relationship between FDI and economic growth in BRICS countries from 1990 to 2020, using the Panel Threshold Autoregressive (PTAR) and Panel Smooth Transition Autoregressive (PSTAR) models. The study reveals that there is a non-linear relationship between FDI and economic growth, with the presence of thresholds equal to − 1.294 (1.42% of GDP) and − 1.283 (1.43% of GDP), respectively. Furthermore, the findings indicate that trade, domestic investment, and human capital have a positive impact on economic growth above these estimated thresholds more than below which confirm that more attracting FDI represents an important factor for these countries to improve economic growth. The study’s findings have significant implications for policymakers in the BRICS countries, particularly in response to the global challenges facing these economies. Thus, in order to promote economic growth and development, they should adopt a liberal strategy that encourages FDI. This strategy may involve creating an enabling environment for FDI by implementing policies that enhance the ease of doing business, improving the quality of infrastructure, and enhancing the legal and regulatory framework.

Suggested Citation

  • Maha Kalai & Hamdi Becha & Kamel Helali, 2024. "Threshold effect of foreign direct investment on economic growth in BRICS countries: new evidence from PTAR and PSTAR models," International Journal of Economic Policy Studies, Springer, vol. 18(1), pages 227-258, February.
  • Handle: RePEc:spr:ijoeps:v:18:y:2024:i:1:d:10.1007_s42495-023-00126-8
    DOI: 10.1007/s42495-023-00126-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s42495-023-00126-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s42495-023-00126-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Maha Kalai & Nahed Zghidi, 2019. "Foreign Direct Investment, Trade, and Economic Growth in MENA Countries: Empirical Analysis Using ARDL Bounds Testing Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(1), pages 397-421, March.
    3. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Nunnenkamp, Peter & Spatz, Julius, 2003. "Foreign direct investment and economic growth in developing countries: how relevant are host-country and industry characteristics?," Kiel Working Papers 1176, Kiel Institute for the World Economy (IfW Kiel).
    6. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    7. Luiz R. de Mello Jr., 1997. "Foreign Direct Investment in Developing Countries: A Selective Survey," Studies in Economics 9701, School of Economics, University of Kent.
    8. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    9. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    10. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    11. Gilbert Colletaz & Christophe Hurlin, 2006. "Threshold Effects in the Public Capital Productivity: an International Panel Smooth Transition Approach," Post-Print halshs-00257487, HAL.
    12. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    13. Belloumi, Mounir, 2014. "The relationship between trade, FDI and economic growth in Tunisia: An application of the autoregressive distributed lag model," Economic Systems, Elsevier, vol. 38(2), pages 269-287.
    14. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    15. Kevin Honglin Zhang, 2001. "How does foreign direct investment affect economic growth in China?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 9(3), pages 679-693, November.
    16. Chunxia Sun & Hafiz Syed Mohsin Abbas & Xiaodong Xu & Samreen Gillani & Saif Ullah & Muhammad Ahsan Ali Raza, 2023. "Role of capital investment, investment risks, and globalization in economic growth," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1883-1898, April.
    17. Kamel Helali & Maha Kalai, 2021. "Threshold effect of foreign direct investment on economic growth: new evidence from a panel regime switching models," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 25(2), pages 177-205.
    18. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    19. Mihika Chatterjee & Ikuno Naka, 2022. "Twenty years of BRICS: political and economic transformations through the lens of land," Oxford Development Studies, Taylor & Francis Journals, vol. 50(1), pages 2-13, January.
    20. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    21. Valerie Cerra & Sweta Chaman Saxena, 2002. "What Caused the 1991 Currency Crisis in India?," IMF Staff Papers, Palgrave Macmillan, vol. 49(3), pages 1-5.
    22. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    23. M. Hashem Pesaran & Aman Ullah & Takashi Yamagata, 2008. "A bias-adjusted LM test of error cross-section independence," Econometrics Journal, Royal Economic Society, vol. 11(1), pages 105-127, March.
    24. Markusen, James R. & Venables, Anthony J., 1999. "Foreign direct investment as a catalyst for industrial development," European Economic Review, Elsevier, vol. 43(2), pages 335-356, February.
    25. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    26. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    27. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    28. Juan Dempere & Muhammad Qamar & Hesham Allam & Sabir Malik, 2023. "The Impact of Innovation on Economic Growth, Foreign Direct Investment, and Self-Employment: A Global Perspective," Economies, MDPI, vol. 11(7), pages 1-22, July.
    29. André Nassif & Carmem Feijo & Eliane Araújo, 2016. "The BRICS’s Economic Growth Performance before and after the International Financial Crisis," International Journal of Political Economy, Taylor & Francis Journals, vol. 45(4), pages 294-314, October.
    30. James R. Markusen & Anthony J. Venables, 2021. "Multinational firms and the new trade theory," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 3, pages 47-67, World Scientific Publishing Co. Pte. Ltd..
    31. Laura Alfaro & Andrés Rodriguez-Clare, 2004. "Multinationals and Linkages: An Empirical Investigation," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 113-169, January.
    32. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    33. Benjamin Born & Jörg Breitung, 2016. "Testing for Serial Correlation in Fixed-Effects Panel Data Models," Econometric Reviews, Taylor & Francis Journals, vol. 35(7), pages 1290-1316, August.
    34. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    35. Papanek, Gustav F, 1973. "Aid, Foreign Private Investment, Savings, and Growth in Less Developed Countries," Journal of Political Economy, University of Chicago Press, vol. 81(1), pages 120-130, Jan.-Feb..
    36. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    37. Arup Kumar Chattopadhyay & Debdas Rakshit & Payel Chatterjee & Ananya Paul, 2022. "Trends and Determinants of FDI with Implications of COVID-19 in BRICS," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 14(1), pages 43-59, January.
    38. Megha Chhabra & Arun Kumar Giri & Arya Kumar, 2023. "What Shapes Economic Growth in BRICS? Exploring the Role of Institutional Quality and Trade Openness," Economic Papers, The Economic Society of Australia, vol. 42(4), pages 347-365, December.
    39. Frees, Edward W., 1995. "Assessing cross-sectional correlation in panel data," Journal of Econometrics, Elsevier, vol. 69(2), pages 393-414, October.
    40. Thanh Dinh Su & Canh Phuc Nguyen, 2022. "Foreign financial flows, human capital and economic growth in African developing countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3010-3031, July.
    41. Nigel Driffield, 2001. "The Impact on Domestic Productivity of Inward Investment in the UK," Manchester School, University of Manchester, vol. 69(1), pages 103-119, January.
    42. Helleiner, G.K., 1989. "Transnational corporations and direct foreign investment," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 2, chapter 27, pages 1441-1480, Elsevier.
    43. Niels Hermes & Robert Lensink, 2003. "Foreign direct investment, financial development and economic growth," Journal of Development Studies, Taylor & Francis Journals, vol. 40(1), pages 142-163.
    44. Barry P. Bosworth & Susan M. Collins, 1999. "Capital Flows to Developing Economies: Implications for Saving and Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 30(1), pages 143-180.
    45. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    46. Rodriguez-Clare, Andres, 1996. "The division of labor and economic development," Journal of Development Economics, Elsevier, vol. 49(1), pages 3-32, April.
    47. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    48. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LLC, vol. 6(4), pages 482-496, December.
    49. Cardoso, Eliana & Dornbusch, Rudiger, 1988. "Brazilian Debt: A Requiem for Muddling Through," CEPR Discussion Papers 243, C.E.P.R. Discussion Papers.
    50. Imen Mohamed Sghaier, 2023. "Trade openness, financial development and economic growth in North African countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1729-1740, April.
    51. Ritu Rani & Naresh Kumar, 2019. "On the Causal Dynamics Between Economic Growth, Trade Openness and Gross Capital Formation: Evidence from BRICS Countries," Global Business Review, International Management Institute, vol. 20(3), pages 795-812, June.
    52. Li, Xiaoying & Liu, Xiaming, 2005. "Foreign Direct Investment and Economic Growth: An Increasingly Endogenous Relationship," World Development, Elsevier, vol. 33(3), pages 393-407, March.
    53. Gusarova, Svetlana, 2019. "Role of China in the development of trade and FDI cooperation with BRICS countries," China Economic Review, Elsevier, vol. 57(C).
    54. Adams, Samuel, 2009. "Foreign Direct investment, domestic investment, and economic growth in Sub-Saharan Africa," Journal of Policy Modeling, Elsevier, vol. 31(6), pages 939-949, November.
    55. Alfaro, Laura & Rodríguez-Clare, Andrés, 2004. "Multinationals and linkages: an empirical investigation," LSE Research Online Documents on Economics 123232, London School of Economics and Political Science, LSE Library.
    56. Majid Mahmoodi & Elahe Mahmoodi, 2016. "Foreign direct investment, exports and economic growth: evidence from two panels of developing countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 29(1), pages 938-949, January.
    57. Karavias, Yiannis & Tzavalis, Elias, 2014. "Testing for unit roots in short panels allowing for a structural break," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 391-407.
    58. Dieudonné Mignamissi & Séraphin Brice Minkoé Bikoula & Thierno Thioune, 2023. "Inflation and Economic Growth in Sub-Saharan Africa: The Role of Institutions," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 21(4), pages 847-871, December.
    59. Luiz de Mello, 1997. "Foreign direct investment in developing countries and growth: A selective survey," Journal of Development Studies, Taylor & Francis Journals, vol. 34(1), pages 1-34.
    60. Moran, Theodore H., 1978. "Multinational corporations and dependency: a dialogue for dependentistas and non-dependentistas," International Organization, Cambridge University Press, vol. 32(1), pages 79-100, January.
    61. Buchanan, Bonnie G. & Le, Quan V. & Rishi, Meenakshi, 2012. "Foreign direct investment and institutional quality: Some empirical evidence," International Review of Financial Analysis, Elsevier, vol. 21(C), pages 81-89.
    62. Herzer, Dierk & Klasen, Stephan & Nowak-Lehmann D., Felicitas, 2008. "In search of FDI-led growth in developing countries: The way forward," Economic Modelling, Elsevier, vol. 25(5), pages 793-810, September.
    63. Lin, Ping & Saggi, Kamal, 2007. "Multinational firms, exclusivity, and backward linkages," Journal of International Economics, Elsevier, vol. 71(1), pages 206-220, March.
    64. Shujie Yao, 2006. "On economic growth, FDI and exports in China," Applied Economics, Taylor & Francis Journals, vol. 38(3), pages 339-351.
    65. Polyxeni Kechagia & Theodore Metaxas, 2022. "FDI and Institutions in BRIC and CIVETS Countries: An Empirical Investigation," Economies, MDPI, vol. 10(4), pages 1-23, March.
    66. Elsadig Musa Ahmed & Rahim Kialashaki, 2023. "FDI inflows spillover effect implications on the Asian‐Pacific labour productivity," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 575-588, January.
    67. Edem Kwame Mensah Klobodu & Samuel Adams, 2016. "Capital Flows and Economic Growth in Ghana," Journal of African Business, Taylor & Francis Journals, vol. 17(3), pages 291-307, September.
    68. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Maha Kalai & Hamdi Becha & Kamel Helali, 2024. "Effect of artificial intelligence on economic growth in European countries: a symmetric and asymmetric cointegration based on linear and non-linear ARDL approach," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 13(1), pages 1-37, December.
    2. Maha Kalai & Nahed Zghidi, 2019. "Foreign Direct Investment, Trade, and Economic Growth in MENA Countries: Empirical Analysis Using ARDL Bounds Testing Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(1), pages 397-421, March.
    3. Zaiter Lahimer, Mahjouba, 2011. "L’impact des entrées de capitaux privés sur la croissance économique dans les pays en développement," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/7670 edited by Sterdyniak, Henri.
    4. Rosemary Stanley Taylor, 2020. "Foreign direct investment and economic growth. Analysis of sectoral foreign direct investment in Tanzania," African Development Review, African Development Bank, vol. 32(4), pages 699-717, December.
    5. Afef Bouattour & Maha Kalai & Kamel Helali, 2024. "The non-linear relationship between ESG performance and bank stability in the digital era: new evidence from a regime-switching approach," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    6. Belloumi, Mounir, 2014. "The relationship between trade, FDI and economic growth in Tunisia: An application of the autoregressive distributed lag model," Economic Systems, Elsevier, vol. 38(2), pages 269-287.
    7. Iamsiraroj, Sasi, 2016. "The foreign direct investment–economic growth nexus," International Review of Economics & Finance, Elsevier, vol. 42(C), pages 116-133.
    8. Bastian Gawellek & Jingjing Lyu & Bernd Süssmuth, 2016. "Did Chinese Outward Activity Attenuate or Aggravate the Great Recession in Developing Countries?," CESifo Working Paper Series 5735, CESifo.
    9. Silvio Traverso & Guido Bonatti, 2015. "Education and FDI: An Insight from US Outflows," Journal of Social Economics, Research Academy of Social Sciences, vol. 2(3), pages 101-116.
    10. Vinish Kathuria, 2019. "Growth and Investment: Testing for the Relationship for South Asian Countries," Millennial Asia, , vol. 10(3), pages 337-371, December.
    11. Gunby, Philip & Jin, Yinghua & Robert Reed, W., 2017. "Did FDI Really Cause Chinese Economic Growth? A Meta-Analysis," World Development, Elsevier, vol. 90(C), pages 242-255.
    12. Segundo Camino-Mogro & Natalia Bermúdez-Barrezueta & Mary Armijos, 2023. "Is FDI a potential tool for boosting firm’s performance? Firm level evidence from Ecuador," Journal of Evolutionary Economics, Springer, vol. 33(2), pages 341-391, April.
    13. Asafo-Agyei, George & Kodongo, Odongo, 2022. "Foreign direct investment and economic growth in Sub-Saharan Africa: A nonlinear analysis," Economic Systems, Elsevier, vol. 46(4).
    14. Mohammed Abdullah & Murshed Chowdhury, 2020. "Foreign Direct Investment and Total Factor Productivity: Any Nexus?," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 14(2), pages 164-190, May.
    15. Gawellek, Bastian & Lyu, Jingjing & Süssmuth, Bernd, 2021. "Geo-politics and the impact of China's outward investment on developing countries: evidence from the Great Recession," Emerging Markets Review, Elsevier, vol. 48(C).
    16. Mounir Belloumi & Atef Alshehry, 2018. "The Impacts of Domestic and Foreign Direct Investments on Economic Growth in Saudi Arabia," Economies, MDPI, vol. 6(1), pages 1-17, March.
    17. Shima’a Hanafy & Marcus Marktanner, 2019. "Sectoral FDI, absorptive capacity and economic growth – empirical evidence from Egyptian governorates," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(1), pages 57-81, January.
    18. Yosra Saidi & Anis Ochi & Samir Maktouf, 2023. "FDI inflows, economic growth, and governance quality trilogy in developing countries: A panel VAR analysis," Bulletin of Economic Research, Wiley Blackwell, vol. 75(2), pages 426-449, April.
    19. Harrison, Ann & Rodríguez-Clare, Andrés, 2010. "Trade, Foreign Investment, and Industrial Policy for Developing Countries," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4039-4214, Elsevier.
    20. Nicholas M. Odhiambo, 2022. "Does Foreign Direct Investment Spur Economic Growth? New Empirical Evidence From Sub-Saharan African Countries," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 67(233), pages 61-84, April – J.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:ijoeps:v:18:y:2024:i:1:d:10.1007_s42495-023-00126-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.