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The Association of Economic Growth, Foreign Aid, Foreign Direct Investment and Gross Capital Formation in Indonesia: Evidence from the Toda–Yamamoto Approach

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  • Rosdiana Sijabat

    (Department of Business Administration, Atma Jaya Catholic University of Indonesia, Jakarta 12930, Indonesia)

Abstract

This study examines the direction of causality between Gross Domestic Product, foreign aid, foreign direct investment, and gross capital formation in Indonesia from 1970 to 2019, using the augmented Toda–Yamamoto approach with the Granger causality test. Furthermore, this study achieved the unit root test for both variables using the ADF test, which confirmed that the variables studied were cointegrated and had a prolonged equilibrium relationship with GDP, ODA, FDI, and GCA. The Toda–Yamamoto causality test was used to investigate the direction of causality between variables. The results showed a positive one-way causality between ODA and GDP as well as between FDI and GDP. ODA has promoted the expansion of economic and development activities, thereby leading to GDP in Indonesia. However, despite having a long-run relationship, the study failed to prove a causal relationship between ODA and GCA in Indonesia. Therefore, there is a need for more optimal foreign aid management to attract foreign direct investment.

Suggested Citation

  • Rosdiana Sijabat, 2022. "The Association of Economic Growth, Foreign Aid, Foreign Direct Investment and Gross Capital Formation in Indonesia: Evidence from the Toda–Yamamoto Approach," Economies, MDPI, vol. 10(4), pages 1-22, April.
  • Handle: RePEc:gam:jecomi:v:10:y:2022:i:4:p:93-:d:792628
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    1. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    2. Minoiu, Camelia & Reddy, Sanjay G., 2010. "Development aid and economic growth: A positive long-run relation," The Quarterly Review of Economics and Finance, Elsevier, vol. 50(1), pages 27-39, February.
    3. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    4. Stefano Martinazzi & Daniele Regoli & Andrea Flori, 2020. "A Tale of Two Layers: The Mutual Relationship between Bitcoin and Lightning Network," Risks, MDPI, vol. 8(4), pages 1-18, December.
    5. Edmore Mahembe & Nicholas Mbaya Odhiambo, 2019. "Foreign aid, poverty and economic growth in developing countries: A dynamic panel data causality analysis," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1626321-162, January.
    6. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2020. "The Effect of Globalization on Economic Development Indicators: An Inter-Regional Approach," Sustainability, MDPI, vol. 12(5), pages 1-18, March.
    7. Hardik A. Marfatia, 2016. "The Role of Push and Pull Factors in Driving Global Capital Flows," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot GmbH, Berlin, vol. 62(2), pages 117-146.
    8. AfDB AfDB, 2010. "Africa and Global Economic Trends Quarterly Review - First Quarter 2010," Africa and Global Economic Trends Quarterly Review 7, African Development Bank.
    9. David Dollar & Craig Burnside, 2000. "Aid, Policies, and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 847-868, September.
    10. Takashi Kamihigashi & Laixun Zhao (ed.), 2009. "International Trade and Economic Dynamics," Springer Books, Springer, number 978-3-540-78676-4, September.
    11. Habiyaremye, Alexis & Ziesemer, Thomas, 2006. "Absorptive Capacity and Export Diversification in Sub-Saharan African Countries," MERIT Working Papers 2006-030, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    12. Jinghua Wang & Geoffrey Ngene, 2018. "Symmetric and asymmetric nonlinear causalities between oil prices and the U.S. economic sectors," Review of Quantitative Finance and Accounting, Springer, vol. 51(1), pages 199-218, July.
    13. David Matesanz & Guadalupe Fugarolas, 2009. "Exchange rate policy and trade balance: a cointegration analysis of the Argentine experience since 1962," Applied Economics, Taylor & Francis Journals, vol. 41(20), pages 2571-2582.
    14. Angeliki N. Menegaki, 2019. "The ARDL Method in the Energy-Growth Nexus Field; Best Implementation Strategies," Economies, MDPI, vol. 7(4), pages 1-16, October.
    15. Abul Masih & Rumi Masih, 1998. "A multivariate cointegrated modelling approach in testing temporal causality between energy consumption, real income and prices with an application to two Asian LDCs," Applied Economics, Taylor & Francis Journals, vol. 30(10), pages 1287-1298.
    16. McCallum, Bennett T., 2010. "Is the spurious regression problem spurious?," Economics Letters, Elsevier, vol. 107(3), pages 321-323, June.
    17. Tamer Kulaksizoglu, 2015. "Lag Order and Critical Values of the Augmented Dickey–Fuller Test: A Replication," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(6), pages 1010-1010, September.
    18. Chaido Dritsaki, 2017. "Toda-Yamamoto Causality Test between Inflation and Nominal Interest Rates: Evidence from Three Countries of Europe," International Journal of Economics and Financial Issues, Econjournals, vol. 7(6), pages 120-129.
    19. Mantalos, Panagiotis, 2010. "Robust Critical Values For The Jarque-Bera Test For Normality," JIBS Working Papers 2010-8, Jönköping International Business School.
    20. Zahra Zamani & Seyed Komail Tayebi, 2022. "Spillover effects of trade and foreign direct investment on economic growth: an implication for sustainable development," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3967-3981, March.
    21. Meyer Daniel Francois & Sanusi Kaseem Abimbola, 2019. "A Causality Analysis of the Relationships Between Gross Fixed Capital Formation, Economic Growth and Employment in South Africa," Studia Universitatis Babeș-Bolyai Oeconomica, Sciendo, vol. 64(1), pages 33-44, April.
    22. Nabamita Dutta & Russell S. Sobel & Sanjukta Roy, 2016. "Foreign aid’s impact on domestic business climates," Journal of Entrepreneurship and Public Policy, Emerald Group Publishing Limited, vol. 5(3), pages 365-382, November.
    23. Moheddine Younsi & Hasna Khemili & Marwa Bechtini, 2019. "Does foreign aid help alleviate income inequality? New evidence from African countries," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 46(4), pages 549-561, January.
    24. Bogdan Cernat-Gruici, 2009. "Some Empirical Evidence on the Relationship Between Acquisitions, Disposals and the Stock Market," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 12(33), pages 3-22, (3).
    25. Tomiwa Sunday Adebayo & Demet Beton Kalmaz, 2020. "Ongoing Debate Between Foreign Aid and Economic Growth in Nigeria: A Wavelet Analysis," Social Science Quarterly, Southwestern Social Science Association, vol. 101(5), pages 2032-2051, September.
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