Exploring the linkages of Foreign Direct Investment in Spain since 1970’s: an ARDL approach
- Verónica Cañal Fernández Universidad de Oviedo
- Julio Tascón Fernández Universidad de Oviedo
- María Gómez Martín Universidad de Oviedo
Abstract
This paper analyzes the relationship between foreign direct investment (FDI), exports and economic growth in Spain using annual time series data for the period 1970 to 2016. To examine these linkages the autoregressive distributed lag (ARDL) bounds testing approach to cointegration for the long-run is applied. The results confirm a long-run relationship among the examined variables. The Granger causality test indicates a strong unidirectional causality between FDI and exports with direction from FDI to exports. Besides, the results for the relationship between FDI and economic growth are interesting and indicate that there is no significant Granger causality from FDI to economic growth and vice-versa.
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Author Biographies
Dpto. Economía. Profesora Contratada Doctora
Dpto. de Economía. Profesor Titular de Universidad
Departamento de Economía, Facultad de Economía y Empresa.
References
Alexiou, C. and Tsaliki, P.V. (2007): “Foreign direct investment-Led growth hypothesis: evidence from the Greek economy”, Zagreb International Review of Economics
and Business, 10, 85-97.
Alfaro, L. and Chen, M. (2012): “Surviving the Global Financial Crisis: Foreign Direct Investment and Establishment Performance”, American Economic Journal: Economic
Policy, American Economic Association, 4(3), 30-55.
Alfaro, L.; Chanda, A.; Kalemli-Ozcan, S. and Sayek, S. (2004): “FDI and economic growth: the role of local financial markets”, Journal of International Economics,
, 113-134. https://doi.org/10.1016/S0022-1996(03)00081-3
Alguacil, M.T. and Orts, V. (1998): “Relación dinámica entre inversiones directas en el extranjero y exportaciones: Una aproximación VAR al caso español
(1970-1992)”, Información Comercial Española, 773, 51-63.
Alguacil, M.T. and Orts, V. (2002): “A Multivariate Cointegrated Model Testing for Temporal Causality between Exports and Outward Foreign Investment:
the Spanish Case”, Applied Economics, 34, 119-132. https://doi.org/10.1080/00036840110046818
Bajo-Rubio, O. and López-Pueyo, C. (2002): “Foreign direct investment in a process of economic integration: The case of Spanish manufacturing, 1986-1992”,
Journal of Economic Integration, 17, 85-103.
Bajo-Rubio, O. and Montero-Muñoz, M. (1999a): “Foreign Direct Investment and Trade: A Causality Analysis”, Working Paper 9902, Departamento de Economía,
Universidad Pública de Navarra, Pamplona.
Bajo-Rubio, O. and Montero-Muñoz, M. (1999b): “The Effects of Foreign Direct Investment on Trade Flows: Some Evidence for Spain, 1977-1992”, Economic and
Financial Modelling, 6, 177-196.
Bajo-Rubio, O. and Montero-Muñoz, M. (2001): “Foreign direct investment and trade: A causality analysis”, Open Economies Review, 12, 305-323.
https://doi.org/10.1023/A:1011185507169
Bajo-Rubio, O. and Sosvilla-Rivero, S. (1994): “An econometric analysis of foreign direct investment in Spain, 1964-89”, Southern Economic Journal, 61,104-120.
Bajo-Rubio, O. and Sosvilla-Rivero, S. (1992): “Un análisis empírico de los determinantes macroeconómicos de la inversión extranjera directa en España, 1961-1989”,
Moneda y Crédito, 194, 107-148.
Balassa, B. (1985): “Exports, policy choices and economic growth in developing countries after the 1973 oil shock”, Journal of Development Economics, 18(1), 23-35.
https://doi.org/10.1016/0304-3878(85)90004-5
Barrel, R. and Pain, N. (1997): “Foreign Direct Investment, Technological Change, and Economic Growth within Europe”, The Economic Journal, 107, 1770-1786.
https://doi.org/10.1111/j.1468-0297.1997.tb00081.x
Belloumi, M. (2014): “The relationship between trade, FDI and economic growth in Tunisia: An application of the autoregressive distributed lag model”, Economic
Systems, 38(2), 269-287. https://doi.org/10.1016/j.ecosys.2013.09.002
Bengoa, M. and Sanchez-Robles, B. (2003): “FDI, economic freedom and growth: new evidence from Latin America”, European Journal of Political Economy, 19, 529-545.
https://doi.org/10.1016/S0176-2680(03)00011-9
Blomström, M., Lipsey, R. and Kulchycky, K. (1988): “U.S. and Swedish Direct Investment and Exports”, in Trade Policy Issues and Empirical Analysis, Robert E.
Baldwin (ed.). The University of Chicago Press, 259-297.
Caballero, F., Ortí, A. and Orts, V. (1989): “Direct Foreign Investment and International Trade in Spain”, in European Integration and the Iberian Economies, G.N.
Yannopoulus (ed.), The Graduate School of European and International Studies, The Macmillan Press Ltd, University of Reading, 227-53.
Carkovic, M.V. and Levine, R. (2002): Does Foreign Direct Investment Accelerate Economic Growth?, University of Minnesota Department of Finance Working Paper.
Available at: SSRN: https://ssrn.com/abstract=314924, 2002.
Chang, Shu-Chen (2006): “The Dynamic Interactions among Foreign Direct Investment, Economic Growth, Exports and Unemployment: Evidence from Taiwan”, Economic Change,
, 235-256. https://doi.org/10.1007/s10644-006-9005-x. https://doi.org/10.1007/s10644-006-9005-x
Choong, Chee-Keong, Zulkornain Y. and Soo, Siew-Choo (2004): “Foreign Direct Investment, Economic Growth, and Financial Sector Development: A Comparative Analysis”,
ASEAN Economic Bulletin, 21(3), 278 289.
Chowdhury, A. and Mavrotas, G. (2006): “FDI and Growth: What causes what?”. The World Economy, 29(1), 9-19. https://doi.org/10.1111/j.1467-9701.2006.00755.x
Dickey, D.A. and Fuller, W.A. (1979): “Distribution of the estimators for autorregressive time series with a unit root”, Journal of the American Statistical
Association, 74, 427-31.
Dickey, D.A. and Fuller, W.A. (1981): “Likelihood ratio statistic for autoregressive time series with unit root”, Econometrica, 49, 1057-72.
Domar, E.D. (1946): “Capital expansion, rate of growth, and employment”, Econometrica, 14(2), 137-147.
Doménech, R. and Taguas, D. (1997): “Exportaciones e Importaciones de Bienes y Servicios en la Economía Española”, Moneda y Crédito, 205, 13-44.
Dritsaki, C. and Stiakakis, E. (2014): “Foreign Direct Investments, Exports, and Economic Growth in Croatia: A Time Series Analysis”, Procedia Economics and Finance,
, 181-190.
Dritsakis, N. and Stamatiou, P. (2014): “Exports, Foreign Direct Investment, and Economic Growth for Five European Countries: Granger Causality Tests in Panel Data”,
Applied Economics Quarterly, 60(4), 253-272. DOI: https://doi.org/10.3790/aeq.60.4.253
Elliot, G., Rothenberg, T.J. and Stock, J.H. (1996): “Efficient tests for an autoregressive unit root”, Econometrica, 64, 813-836.
Engle, R.F. and Granger, C.W.J. (1987): “Co-integration and Error Correction: Representation, Estimation, and Testing”, Econometrica, 55, 251-276.
Faisal, F., Muhamad, P. and Tursoy, T. (2016): “Impact of Economic Growth, Foreign Direct Investment and Financial Development on Stock Prices in China: Empirical
Evidence from Time Series Analysis”, International Journal of Economics and Financial, 6(4), 1998-2006.
García, J.L. and Tortella, G. (2007): “How strategy determines structure: the organizational history of the Banco Hispano Americano and the Banco Central
(1900-1992)”, Entreprises et histoire, 48, pp. 29-42.
Ghirmay, T., Grabowski, R. and Sharma, S. (2001): “Exports, investment, efficiency and economic growth in LDCs: an empirical investigation”, Applied Economics,
(6) 689-700. DOI: https://doi.org/10.1080/1406099X.2004.10840412
Giles, D. (1975): “A polynomial approximation for distributed lags”, New Zealand Statistician, 10, 22-26.
Giles, D. (1977): “Current payments for New Zealand’s imports: A Bayesian analysis”, Applied Economics, 9, 185-201.
Giles, D. (2013): ARDL models, Econometrics Beat: David Gile’s Blog, A resource for econometrics students and practitioners.
Available at: http://davegiles.blogspot.com.es/2013/06/ardl-models-part-ii-bounds-tests.html, 2013.
Granger, C.W.J. (1986): “Developments in the study of cointegrated economic variables”, Oxford Bulletin of Economics and Statistics, 48, 213-228.
Granger, C.W.J. and Lin, J.L. (1995): “Causality in the long-run”, Econometric Theory, 11, 530-536. https://doi.org/10.1017/S0266466600009397.
Graham, E.M. y Krugman, P.R. (1993): “The surge in foreign direct investment in the 1980s”, in K.A. Froot (ed.), Foreign direct investment, The University of
Chicago Press, Chicago, 13-33.
Harris, R. and Sollis, R. (2003): Applied Time Series Modeling and Forecasting, Wiley, West Sussex.
Harrod, R. (2015): “An essay in dynamic theory”, Economic Journal, 125(583), 358-377. DOI: https://doi.org/10.2307/2228728
Hendry, D.F., Pagan, A.R. and Sargan, J.D. (1984): “Dynamic Specification”, in Handbook of Econometrics, Vol II, Z. Griliches and M.D. Intriligator (ed.),
-1100, Elsevier.
Hsiao, F.S.T. and Hsiao, Mey-Chu W. (2006): “FDI, exports, and GDP in East and Southeast Asia-Panel data versus time-series causality analysis”, Journal of
Asian Economics, 917(6), 1082-1106. https://doi.org/10.1016/j.asieco.2006.09.011
Johansen, S. and Juselius, K. (1990): “Maximum likelihood estimation and inference on cointegration with applications to the demand for money”, Oxford
Bulletin of Economics and Statistics, 52, 169-210.
Katircioglu, S.T. (2009): “Foreign direct investment and economic growth in Turkey: an empirical investigation by the bounds test for co-integration and
causality tests”, Ekonomska Istraživanja, 22, 1-9.
Khoon Goh, S., Yan Sam, Ch. and McNown, R. (2017): “Re-examining foreign direct investment, exports and economic growth in Asian economies using a bootstrap
ARDL test for cointegration”, Journal of Asian Economics, 51, 12-22. DOI: https://doi.org/10.1016/j.asieco.2017.06.001.
Lipsey, R.E. and Weiss, M.Y. (1981): “Foreign Production and Exports in Manufacturing Industries”, Review of Economics and Statistics, 63, 488-494.
Lucas, Jr., R.E. (1988): “On the mechanics of economic development”, Journal of Monetary Economics, 22(1), 3-42. DOI: https://doi.org/10.1016/0304-3932(88)90168-7.
Mahmoodi, M. and Mahmoodi, E. (2016): “Foreign direct investment, exports and economic growth: evidence from two panels of developing countries”, Economic Research,
(1), 938-949. DOI: https://doi.org/10.1080/1331677X.2016.1164922.
Majok Garang, A.P., Yacouba, K. and Yves Thiery, K.K. (2018): “Time Series Bounds Approach to Foreign Direct Investment, Unemployment and Economic Growth in
Uganda”, Modern Economy, 9, 87-96. DOI: https://doi.org/10.4236/me.2018.91006.
Martín, C. and Rodríguez, A. (2009): “Una Aproximación a las Características de las Empresas Exportadoras Españolas”, Economic Bulletin, Bank of Spain, May, 43-55.
Miankhel, A.K., Thangavelu, S.M. and Kalirajan, K. (2009): Foreign direct investment, exports, and economic growth in selected emerging countries: Multivariate
VAR analysis, MPRA Paper, No. 22763.
Morley, B. (2006): “Causality between economic growth and migration: an ARDL bounds testing approach”, Economics Letters, 90, 72-76.
DOI: https://doi.org/10.1016/j.econlet.2005.07.008.
Muñoz, J., Roldán, S. y Serrano, A. (1978): La internacionalización del capital en España, 1959-1977, Edicusa, Madrid.
Nadal, J. (1975): El fracaso de la revolución industrial en España, 1814-1913, Ariel, Barcelona.
Narayan, P.K. (2005): “The saving and investment nexus for China: evidence from cointegration tests”, Applied Economics, 37(17), 1979-1990.
https://doi.org/10.1080/00036840500278103
Narayan, P.K. and Smyth, R. (2006): “Higher education, real income and real investment in China: evidence from Granger causality tests”, Education Economics,
, 107-125. https://doi.org/10.1080/09645290500481931
Narayan, P.K. and Smyth, R. (2008): “Energy consumption and real GDP in G7 countries: new evidence from panel cointegration with structural breaks”, Energy
Economics, 30, 2331-2341. https://doi.org/10.1016/j.eneco.2007.10.006
Nielsen, B. (2001): Order determination in general vector autoregressions. Working paper, Department of Economics, University of Oxford and Nuffield College.
Available at: http://ideas.repec.org/p/nuf/econwp/0110.html.
Odhiambo, N.M. (2007): “Supply-leading versus demand-following hypothesis: empirical evidence from three SSA countries”, African Development Review, 19(2), 257-279.
Ouattara, B. (2004): “Modelling the long run determinants of private investment in Senegal”, Centre for Research in Economic Development and International
Trade, University of Nottingham. Available at: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.569.2437&rep=rep1&type=pdf.
Pesaran, H.M. (1997): “The role of economic theory in modelling the long-run”, Economic Journal, 107, 178-191.
Pesaran, H.M. and Shin, Y. (1999): Autoregressive distributed lag modelling approach to cointegration analysis, in: S. Storm, ed. Econometrics and Economic
Theory in the 20th Century: The Ragnar Frisch Centennial Symposium. Cambridge University Press. Ch.11.
Pesaran, H.M. and Shin, Y. and Smith, R.J. (2001): “Bounds testing approaches to the analysis of level relationships”, Journal of Applied Econometrics,
, 289-326. https://doi.org/10.1002/jae.616.
Pérez, M. (2019): Vínculos productivos en América del Norte (LC/MEX/TS.2019/5), Comisión Económica para América Latina y el Caribe, CEPAL.
Pfaffermayer, M. (1994): “Foreign Direct Investment and Exports: A Time Series Approach”, Applied Economics, 25, 335-351. https://doi.org/10.1080/00036849400000080.
Phillips. P.C. and Perron, P. (1988): “Testing for a Unit Root in Time Series Regression”, Biometrika, 75, 335-346.
Puig, N. and Castro, R. (2009): “Patterns of International Investment in Spain, 1850-2005”, Business History Review, 83(3), 505-537.
Romer, P. (1990): “Endogenous technological change”, Journal of Political Economy, 98(5), S71-S102. (DOI): https://doi.org/10.3386/w3210.
Romer, P. (1986): “Increasing returns and long-run growth”, Journal of Political Economy, 94(5), 1002-1037.
Solow, R.M. (1956): “A contribution to the theory of economic growth”, Quarterly Journal of Economics, 70(1), 65-94. https://doi.org/10.2307/1884513.
Stamatiou, P. and Dritsakis, N. (2014): “The impact of Foreign Direct Investment on the Unemployment Rate and Economic Growth in Greece: A Time Series Analysis”,
International Work-Conference on Time Series Analysis (ITISE), Vol. 1, 97-108, Granada, Spain.
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. DOI: https://doi.org/10.1016/j.ribaf.2017.04.035.
Tascón, J. (2003): “Capital internacional antes de la internacionalización del capital en España, 1936-1959”, in G. Sánchez y J. Tascón (eds.), Los empresarios de
Franco. Política y economía en España, 1936-1957, Crítica, Barcelona, pp. 281-306.
Tascón, J. and López, M.A. (2016): “La inversión directa estadounidense en el sur de Europa: El papel de las variables institucionales (1966-2014)”, Revista
de economía mundial, Nº 44, 173-193.
Tekin, R.B. (2012): “Economic growth, exports and foreign direct investment in Least Developed Countries: A panel Granger causality analysis”, Economic Modelling,
, 868-878. https://doi.org/10.1016/j.econmod.2011.10.013.
Tortella, T. (2000): Una guía de fuentes sobre inversiones extranjeras en España (1780-1914), Banco de España, Madrid.
Tortella, T. (2008): “La inversión extranjera a través del Archivo del Banco de España (1916-1966)”, in J. Tascón (ed.), La inversión extranjera en España, Minerva,
Madrid, pp. 49-84.
Ucal, M., Özcan, K.M., Bilgin, M.H. and Mungo, J. (2010): “Relationship between Financial Crisis and Foreign Direct Investment in Developing Countries Using
Semiparametric Regression Approach”, Journal of Business Economics and Management, 11(1), 20-33.
UNCTAD (2019): World Investment Report, Available at. https://unctad.org/en/pages/PublicationWebflyer.aspx?publicationid=2460.
UNCTAD (2018): World Investment Report 2018. Investment and New Industrial Policies. Available at: https://unctad.org/en/PublicationChapters/wir2018ch1_en.pdf.
UNCTAD (2017): Informe sobre las inversiones en el mundo 2017. La inversión y la economía digital. Available at: www.unctad.org.
WDI (2016): World development indicators. Available at: http://data.worldbank.org/products/wdi.
Xing, Y. and Pradhananga, M. (2013): “How important is exports and FDI for China’s economic growth?”, Grips Discussion Paper, 13-04.
http://dx.doi.org/10.2139/ssrn.2272987
Zhang, K. (2001): “Does foreign direct investment promote economic growth? Evidence from East Asia and Latin America”, Contemporary Economic Policy,
, 175-185. https://doi.org/10.1111/j.1465-7287.2001.tb00059.x
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