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Volume 33, Number 4, pages 327-346 (2022)
https://doi.org/10.26830/symmetry_2022_4_327
DOES FOREIGN DIRECT INVESTMENT MATTER IN THE ASYMMETRIC RELATIONSHIP BETWEEN ECONOMIC GROWTH AND HUMAN CAPITAL? EVIDENCE FROM PANEL SMOOTH TRANSITION REGRESSION ANALYSIS
Celil Aydin1* Hatice Aydin2 Yagmur Cetintas3
1 Assoc. Prof., Department of Economics, Bandırma Onyedi Eylül University, Bandırma, Balıkesir, Turkey.
Email: caydin@bandirma.edu.tr
ORCID: 0000-0002-0398-9884
2 Assoc. Prof., Ömer Seyfettin Faculty of Applied Sciences, Bandırma Onyedi Eylül University, Bandırma, Balıkesir, Turkey.
Email: haydin@bandirma.edu.tr
ORCID: 0000-0002-5581-7216
3 Graduate Student. Bandırma Onyedi Eylül University, Bandırma, Balıkesir, Turkey
Email: yagmurcetintas@ogr.bandirma.edu.tr
ORCID: 0000-0003-0741-5578
* corresponding author
Abstract: This study examines the role of foreign direct investment in the asymmetric relationship between human capital and economic growth in Bulgaria, Croatia, Czech Republic, Estonia, Hungary, Lithuania, Latvia, Poland, Romania, Slovakia, and Slovenia, which are called transition economies. The relationship between the variables was analyzed for the period 1995-2019 using the Panel Smooth Transition Regression (PSTR) model. In the analysis results, the value of the threshold variable determined as the share of foreign direct investment in GDP was found to be 0.27. In this context, when the share of foreign direct investment in GDP is below the threshold level, foreign direct investments in human capital gradually affect economic growth. In the case where it is above the threshold level, the effect of human capital on economic growth is greater with the acquisition of sufficient human capital stock, the provision of a qualified workforce, and the advancement of factors such as technological development. Therefore, it is a solution for countries to attract foreign direct investments in order to increase human capital accumulation. Accordingly, policymakers need to provide the necessary conditions for attracting foreign capital.
Keywords: Panel Smooth Transition Regression Model, Economic Growth, Human Capital, Foreign Direct Investment.
References:
Albulescu, C. T. (2015) Do foreign direct and portfolio investments affect long-term economic growth in central and Eastern Europe? Procedia economics and finance, 23, 507-512. https://doi.org/10.1016/S2212-5671(15)00539-0
Alfaro, L., Chanda, A., Kalemli-Ozcan, S., & Sayek, S. (2004) FDI and economic growth: the role of local financial markets, Journal of International Economics, 64(1), 89-112. https://doi.org/10.1016/S0022-1996(03)00081-3
Alvarado, R., Iniguez, 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
Asteriou, D., & Agiomirgianakis G. (2001), “Human Capital and Economic Growth, Time Series Evidence from Greece," Journal of Policy Modelling, 23, 481-489. https://doi.org/10.1016/S0161-8938(01)00054-0
Aydın, C., & Esen, Ö. (2017) Does too much energy consumption harm economic growth for Turkish republics in the transition process? New evidence on threshold effects, International Journal of Energy Economics and Policy, 7(2), 34-43.
Aydin, C., & Esen, Ö. (2018) Does the level of energy intensity matter in the effect of energy consumption on the growth of transition economies? Evidence from dynamic panel threshold analysis, Energy Economics, 69, 185-195. https://doi.org/10.1016/j.eneco.2017.11.010
Aydin, C., Esen, Ö., & Aydin, R. (2019) Is the ecological footprint related to the Kuznets curve a real process or rationalizing the ecological consequences of the affluence? Evidence from PSTR approach, Ecological indicators, 98, 543-555.
Aydin, C., & Esen, Ö. (2019) Does too much government spending depress the economic development of transition economies? Evidences from dynamic panel threshold analysis, Applied Economics, 51(15), 1666-1678. https://doi.org/10.1016/j.ecolind.2018.11.034
Aydin, C., & Cetintas, Y. (2022) Does the level of renewable energy matter in the effect of economic growth on environmental pollution? New evidence from PSTR analysis, Environmental Science and Pollution Research, 1-12. https://doi.org/10.1007/s11356-022-21516-z
Aydin, C., Aydin, H., & Altinok, H. (2022) Does the level of energy intensity matter in the effect of logistic performance on the environmental pollution of OBOR countries? Evidence from PSTR analysis, Journal of Environmental Planning and Management, 1-19. https://doi.org/10.1080/09640568.2022.2030685
Balasubramanya, R. H., & Kathe, A. A. (1996) An inexpensive pretreatment of cellulosic materials for growing edible oyster mushrooms, Bioresource Technology, 57(3), 303-305. https://doi.org/10.1016/S0960-8524(96)00086-7
Barro, R. J. (1999) Human capital and growth in cross-country regressions, Swedish Economic Policy Review, 6(2), 237-277.
Basu, P., Chakraborty, C., & Reagle, D. (2003) Liberalization, FDI, and growth in developing countries: A panel cointegration approach, Economic Inquiry, 41(3), 510-516. https://doi.org/10.1093/ei/cbg024
Becker, G.S. (1993) Human capital, a theoretical and empirical analysis with special reference to education, National Bureau of Economic Research (NBER), The University of Chicago Press, Chicago. https://doi.org/10.7208/chicago/9780226041223.001.0001
Behname, M. (2012) Foreign direct investment and economic growth: Evidence from Southern Asia, Atlantic Review of Economics, 2.
Benhabib, J., & Spiegel, M. M. (1994) The role of human capital in economic development evidence from aggregate cross-country data, Journal of Monetary Economics, 34(2), 143-173. https://doi.org/10.1016/0304-3932(94)90047-7
Berthélemy, J. C., & Demurger, S. (2000) Foreign direct investment and economic growth: theory and application to China, Review of Development Economics, 4(2), 140-155. https://doi.org/10.1111/1467-9361.00083
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
Bosworth, B., & Collins, S. M. (1999) Capital inflows, investment and growth, Tokyo Club Papers, 12(11), 55-74. https://doi.org/10.2307/2534664
Bhavan, T., Xu, C., & Zhong, C. (2011) Determinants and growth effect of FDI in South Asian economies: Evidence from a panel data analysis, International Business Research, 4(1), 43. https://doi.org/10.5539/ibr.v4n1p43
Breusch TS, Pagan AR (1980) The Lagrange multiplier test and its applications to model specifcation in econometrics, Rev Econ Study, 47(1), 239–253. https://doi.org/10.2307/2297111
Campos, N. F., & Kinoshita, Y. (2002) Foreign direct investment as technology transferred: Some panel evidence from the transition economies, The Manchester School, 70(3), 398-419. https://doi.org/10.1111/1467-9957.00309
Caselli, F., Esquivel, G., & Lefort, F. (1996) Reopening the convergence debate: a new look at cross-country growth empirics, Journal of Economic Growth, 1(3), 363-389. https://doi.org/10.1007/BF00141044
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
Chow, G., & Lin, A. L. (2002) Accounting for economic growth in Taiwan and Mainland China: a comparative analysis, Journal of Comparative Economics, 30(3), 507-530. https://doi.org/10.1006/jcec.2002.1786
Cortés-Jiménez, J. M., Troyo-Diéguez, E., Murillo-Amador, B., García-Hernández, J. L., Garatuza-Payán, J., and Suh Lee, S. (2009) Índices de calidad del agua del acuífero del Valle del Yaqui, Sonora, Terra latinoamericana, 27(2), 133-141.
Çinko, L. (2009) Doğrudan yabanci sermaye hareketlerinin makroekonomik etkileri, Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, 26(1), 117-131.
De Gregorio, J. (1992) Economic growth in latin America, Journal of Development Economics, 39(1), 59-84. https://doi.org/10.1016/0304-3878(92)90057-G
De Vita, G., & Kyaw, K. S. (2009) Growth effects of FDI and portfolio investment flows to developing countries: a disaggregated analysis by income levels, Applied Economics Letters, 16(3), 277-283. https://doi.org/10.1080/13504850601018437
Fouquau J, Hurlin C., & Rabaud I. (2008) The Feldstein-Horioka Puzzle: a panel smooth transition regression approach, Econ Model 25(2), 4–299. https://doi.org/10.1016/j.econmod.2007.06.008
Freire-Seren, M. J. (2001) RandD-expenditure in an endogenous growth model, Journal of Economics, 74(1), 39-62. https://doi.org/10.1007/BF01231215
González A, Terasvirta T, Van Dijk D., &Yang Y (2005) Panel smooth transition model and an application to investment under credit constraints, Technical report, Working Paper.
Hansen, B. E. (1999) Threshold effects in non-dynamic panels: Estimation, testing, and inference, Journal of Econometrics, 93(2), 345-368. https://doi.org/10.1016/S0304-4076(99)00025-1
Hermes, N., & Lensink, R. (2003) Foreign direct investment, financial development and economic growth, The Journal of Development Studies, 40(1), 142-163. https://doi.org/10.1080/00220380412331293707
Hicks, J. (1980) Causality in economics, Australian National University Press.
Hudea, O. S., & Stancu, S. (2012) Foreign direct investments, technology transfer and economic growth: A panel approach, Romanian Journal of Economic Forecasting, 15(2), 85-102.
Ihum, J. T., Abdulsalam, N. B., Stephen, F., & Abdussalam, N. B. (2018) The impact of foreign direct investment on economic growth in Nigeria (1986–2016), International Journal of Advanced Academic Research, 4(12), 165-175.
Ikonen, P. (1999) Further testing of the human-capital augmented Solow model, Valtion Taloudellinen Tutkimuskeskus VATT.
Iqbal, M. S., Shaikh, F. M., & Shar, A.M. (2010) Causality Relationship Between Foreign Direct Investment, Trade and Economic Growth in Pakistan, Asian Social Science, Canadian Center of Science and Education, 6(9), 82-89. https://doi.org/10.5539/ass.v6n9p82
Jones, C. I. (2002) Sources of US economic growth in a world of ideas, American Economic Review, 92(1), 220-239. https://doi.org/10.1257/000282802760015685
Kamacı, A., & Mohammad, A. S. (2020) BRIC-T ülkelerinde doğrudan ve dolaylı yatırımların ekonomik büyümeye etkisi, Yönetim, Edebiyat, İslami ve Politik Bilimler Dergisi, 5(2), 86-104. https://doi.org/10.24013/jomelips.829685
Koç, A. (2013) Beşeri Sermaye Ve Ekonomik Büyüme Ilişkisi: Yatay Kesit Analizi Ile AB Ülkeleri Üzerine Bir Değerlendirme, Maliye Dergisi, 165, 241-258.
Khan, S., & Mehboob, F. (2014) Impact of FDI on GDP: An analysis of global economy on production function.
Kibritçioğlu, A. (1998) İktisadi Büyümenin Belirleyicileri ve Yeni Büyüme Modellerinde Beşeri Sermayenin Yeri, AÜ Siyasal Bilgiler Fakültesi Dergisi, 53(1-4), 207-230. https://doi.org/10.1501/SBFder_0000001947
Laureti, L., & Postiglione, P. (2005) The Effects of Capital Inflows, On the Economic Growth in the Med Area, Journal of Policy Modeling, 27(7), 839-851. https://doi.org/10.1016/j.jpolmod.2005.05.003
Levin, A., & K. Raut (1997) Complementarities between exports and human capital in economic growth: Evidence from the semi-industrialized countries, Economic Development and Cultural Change, 46, 155-74. https://doi.org/10.1086/452325
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
Lucas, R. E. (1988) On the mechanics of economic development, Journal of Monetary Economics, 22, 3-42. https://doi.org/10.1016/0304-3932(88)90168-7
Mankiw, N. G., Romer, D., & Weil, D. N. (1992) A contribution to the empirics of economic growth, The Quarterly Journal of Economics, 107(2), 407-437. https://doi.org/10.2307/2118477
Mortaza, M.G., & Das, N.C. (2007) Liberalization Policy Analysis Unit*(PAU).
Narayan, S., Narayan, P. K., & Mishra, S. (2010) Sağlık ve ekonomik büyüme arasındaki ilişkinin araştırılması: 5 Asya ülkesinden oluşan bir panelden ampirik kanıtlar, Asya Ekonomisi Dergisi, 21 (4), 404-411.
Ortega, C., & Gregorio, J. (2005) The relative richness of the poor? Natural resources, human capital, and economic growth, Natural Resources.
Oskooee, M., Economidou, C., & Goswami, G. G. (2005) Export-led growth hypothesis revisited: A panel cointegration approach, Scientific Journal of Administrative Development, 3, 40-55.
Osipian, A. (2007) Role of education in economic growth in the Russian Federation and Ukraine, Available at SSRN 1092504. https://doi.org/10.2139/ssrn.1092504
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
Rachdi, H., & Saidi, H. (2011) The impact of foreign direct investment and portfolio investment on economic growth in developing and developed economies, Interdisciplinary Journal of Research in Business, 1(6), 10-17.
Romer, P. M. (1989) Human capital and growth: Theory and evidence. https://doi.org/10.3386/w3173
Romer, P.M. (1986) Increasing returns and long-run growth, Journal of Political Economy, 94, 1002-1037. https://doi.org/10.1086/261420
Schultz, T. (1992) The role of education and human capital in economic development: An empirical assessment.
Seyidoğlu, H. (2001) Uluslararası İktisat Teori, Politika ve Uygulama, İstanbul, Gizem Yayınları.
Shaw, G.K. (1992) Policy implications of Endogenous Growth Theory, The Economic Journal, 102, 611-621. https://doi.org/10.2307/2234298
Syzdykova, A. (2020) Doğrudan yabancı yatırımlar ve ekonomik büyüme ilişkisi: geçiş ülkeleri için panel veri analizi, İktisat Araştırmaları Dergisi, 4(1), 78-90. https://doi.org/10.35333/JORE.2020.151
Taban, S., & Kar, M. (2006) Beşerî sermaye ve ekonomik büyüme nedensellik analizi: 1969-2001, Kahramanmaraş Sütçü İmam Üniversitesi Sosyal Bilimler Dergisi, 159-182.
Tabassum, N., & Ahmed, S. P. (2014) Foreign direct investment and economic growth: Evidence from Bangladesh, International Journal of Economics and Finance, 6(9), 117-135. https://doi.org/10.5539/ijef.v6n9p117
Tian, C., Guo, Q., & Zhang, L. (2011, August) A Positive Analysis of the Effect of Human Capital on Economic Growth: Evidence from Yunnan, In International Conference on Advances in Education and Management (pp. 635-640) Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23065-3_92
Wang, J. Y., & Blomström, M. (1992) Foreign investment and technology transfer: A simple model, European economic review, 36(1), 137-155. https://doi.org/10.1016/0014-2921(92)90021-N
Wijeweera, A., Villano, R., & Dollery, B. (2010) Economic growth and FDI inflows: A stochastic frontier analysis, The Journal of Developing Areas, 143-158. https://doi.org/10.1353/jda.0.0059
Yaylali, M., & Lebe, F. (2011) Beşerî sermaye ile iktisadi büyüme arasındaki ilişkinin ampirik analizi, Marmara University Journal of the Faculty of Economic and Administrative Sciences, 30(1).
Yurdadoğ, V., Akça, H., & Ünlükaplan, İ. (2016) Geçişin 25, Yılında Orta Asya Türk Cumhuriyetlerinde Dönüşüm Sürecini Özelleştirme ve İktisadi Özgürlükler Açısından Değerlendirme, Eurasian Academy Of Sciences Eurasian Business & Economics Journal, 4, 100-121.
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