A multivariate framework to explore firms’ internationalization patterns: the role of individual heterogeneity
DOI:
https://doi.org/10.6092/issn.1973-2201/3520Abstract
In this paper, we explore the internationalization pattern of firms and its relationship with firms’ heterogeneity. Besides the more traditional exports and Foreign Direct Investments (FDI), we consider various forms of non-equity internationalization. The use of a Multivariate Probit Model allows us to assess the associations among the choices driving the firms’ internationalization strategy as a whole and, at the same time, to avoid a priori assumptions on the internationalization patterns. From the empirical evidence, two main results emerge. At first, we observe that Italian firms jointly adopt various internalization forms, others than exports and FDI, conditionally to characteristics of the firms. The hypothesis reported in literature of a complementary or subsidiary relationship between exports and FDI is then confirmed also for non-equity internationalization forms. Secondly, we find that the heterogeneity of firms, measured by a large range of variables, has an important role in defining the choice of firms on the patterns of internalization. Thus in this context, we endorse the emerging opinion asserting that various dimensions other than productivity are relevantReferences
K.G. ABRAHAM, S.K. TAYLOR (1996), Firm’s use of outside contractors: theory and evidence, “Journal of Labor Economics”, 14 (3), pp. 394-424.
R. ANTONIETTI, G. CAINELLI (2007), Spatial agglomeration, technology and outsourcing of knowledge intensive business services. Empirical insights from Italy, Nota di Lavoro, 79.2007, Fondazione ENI Enrico Mattei.
B. AW, S. CHUNG, M. J. ROBERTS (2000), Productivity and Turnover in the Export Market: Micro-level Evidence from the Republic of Korea and Taiwan (China), “World Bank Economic Review”, 14, pp. 65-90.
G. BARBA NAVARETTI, M. BUGAMELLI, R. FAINI, F. SCHIVARDI, A. TUCCI (2007), Le imprese e la specializzazione produttiva dell’Italia. Dal macrodeclino alla microcrescita?, Rapporto Fondazione Rodolfo Debenedetti per il convegno “I vantaggi dell’Italia”, Roma, 22 marzo 2007.
G. BASEVI, G.I.P. OTTAVIANO (2002), The District and the Global Economy: Exportation Versus Foreign Location, “Journal of Regional Science”, 42 (1), pp. 107-126.
R. BASILE, A. GIUNTA, J. NUGENT (2003), Foreign Expansion by Italian Manufacturing Firms in the Nineties: An Ordered Probit Analysis, “Review of Industrial Organization”, 23, pp. 1-24.
L. BECCHETTI, S. ROSSI (2000), The Positive Effect of Industrial District on the Export Performance of Italian Firms, “Review of Industrial Organization” 16 (1), pp. 53-68.
L. BENFRATELLO, T. RAZZOLINI (2008), Firms’ productivity and internationalisation choices: evidence for a large sample of manufacturing firms (forthcoming), in L. Piscitello and G. Santangelo (eds.) “Multinationals and local competitiveness”, Franco Angeli, Milano.
A. BERNARD, J. JENSEN (1995), Exporters, jobs and wages in US manufacturing: 1976-87, “Brookings Papers on Economic Activity: Microeconomics”, pp. 67-112.
L. BRAINARD (1997), An Empirical Assessment of the Proximity-Concentration Trade Off between Multinational Sales and Trade, “American Economic Review”, 87, 4, pp. 520-44.
L. CAPPELLARI, S. P. JENKINS (2003), Multivariate probit regression using simulated maximum likelihood, “The Stata Journal”, 3, pp. 278-294.
L. CAPPELLARI, S. P. JENKINS (2006), Calculation of multivariate normal probabilities by simulation, with applications to maximum simulated likelihood estimation, “ISER Working Paper”, 2006-16, University of Essex, Colchester.
D. CASTELLANI (2002a), Export Behavior and Productivity Growth: Evidence from Italian Manufacturing Firms, “Welwirtschaftliches Archiv”, 138, 4, pp. 605-28.
D. CASTELLANI, (2002b), Firms’ Technological Trajectories and the Creation of Foreign Subsidiaries, “International Review of Applied Economics”, 16, 3, pp. 359-71.
D. CASTELLANI, A. ZANFEI (2007), Internationalization, innovation and productivity: how do firms differ in Italy, “The World Economy”, 30,1.
D. W. CAVES, L. R CHRISTENSEN, W. E. DIEWERT (1982), Multilateral Comparisons of Output, Input, and Productivity Using Superlative Index Numbers, “The Economic Journal”, 92 (365), pp. 73-86.
R. L. CHAMBERS, P. N. KOKIC, P. SMITH, M. CRUDDAS (2000), Winsorization for identifying and treating outliers in business surveys, Proceedings of the Second International Conference on Establishment Surveys (ICES II), pp. 687-696.
G. CRESPI, C. CRISCUOLO, J. HASKEL (2008), Productivity, exporting, and the learning-by-exporting hypothesis: direct evidence from UK firms, “Canadian Journal of Economics”, 41(2), pp. 619-638, Canadian Economics Association.
C. CRISCUOLO, J. HASKEL, M. SLAUGHTER (2005), Global engagement and the innovation activities of firms, “NBER Working Paper”, 11479, Cambridge, MA.
L. CUSMANO, M. L. MANCUSI, A. MORRISON (2006), Globalisation of production and innovation: how outsourcing is reshaping an advanced manufacturing area, “CESPRI Working Paper”, 194.
M. A. DELGADO, J. C. FARINAS, S. RUANO (2002), Firm productivity and export markets: a nonparametric approach, “Journal of International Economics”, 57, 2, pp. 397-422.
M. FRENZ, G. IETTO-GILLIES (2007), Does Multinationality Affect the Propensity to Innovate? An Analysis of the Third UK Community Innovation Survey, “International Review of Applied Economics”, 21, 1, pp 99-117, Taylor and Francis Journals.
G. GIOVANNETTI, G. RICCHIUTI, M. VELUCCHI (2008), Entrepreneurship heterogeneity and internationalization of firms: the case of Italy, working paper.
S. GIRMA, D. GREENAWAY, D. KNELLER (2002), Does exporting lead to better performance? A microeconometric analysis of matched firms, “GEP Working Paper”, 2002/XX, University of Nottingham.
S. GIRMA, H. GÖRG, E. STROBL (2004), Exports, international investment and plant performance. Evidence from a non-parametric test’, “Economics Letters”, 83, pp. 317-24.
S. GIRMA, R. KNELLER, M. PISU (2005), Exports versus FDI: An Empirical Test, “Review of World Economics/Weltwirtschaftliches Archiv”, 141, 2, pp. 193-218.
S. GIRMA, R. KNELLER, M. PISU (2003), Do exporters have anything to learn from foreign multinationals?, “European Economic Review”, 51, pp. 981-998.
W. H. GREENE (2003), Econometric Analysis, 5th ed., Upper Saddle River, NJ: Prentice-Hall.
D. GREENAWAY, R. KNELLER (2007), Firm Heterogeneity, Exporting and Foreign Direct Investment: A Survey, “Economic Journal”, 117.
D. H. GOOD, M. I. NADIRI, R. C. SICKLES (1997), Index Number and Factor Demand Approaches to the Estimation of Productivity, in M. H. Pesaran and M. R. Wickens (eds), “Handbook of Applied Econometrics”, vol. 2, Blackwell Publishers.
V. HAJIVASSILIOU, P. RUUD (1994), Classical estimation methods for LDV models using simulation, in R. Engle, D. McFadden (eds.), “Handbook of Econometrics”, IV, pp. 2383-2441, North-Holland, Amsterdam.
K. HEAD, J. RIES (2003), Heterogeneity and the FDI versus Export Decision of Japanese Manufacturers, “Journal of the Japanese and International Economies”, 17, pp. 448-67.
K. HEAD, J. RIES (2004), Exporting and FDI as alternative strategies, “Oxford Review of Economic Policy”, 20, pp. 409-23.
E. HELPMAN, M. MELIZ, S. YEAPLE (2004), Export versus FDI with Heterogenous Firms, “American Economic Review”, 94, 1, pp. 300-16.
E. HELPMAN (2006), Trade, FDI and the Organization of Firms, “CEPR Discussion Paper” n. 5589.
A. KRAAY (1999), Exports and economic performance: evidence from a panel of Chinese enterprises, “Revue d’Economie du Developement”, 1-2, pp. 183-207.
INTESA SAN PAOLO (2007), Monitor dei distretti, 21, Servizio Studi e Ricerche.
R.E. LIPSEY (2002), Home and host country effects of FDI, NBER Working Paper Series 9293.
J. R. MARKUSEN (2002), Multinational firms and the theory of international trade, MIT Press, Cambridge, MA.
M. MELITZ (2003), The Impact of Trade on Aggregate Industry Productivity and Intra-industry Reallocation, “Econometrica”, 71, 6, pp. 1695-725.
A. STERLACCHINI (2001), The determinants of export performance: a firm-level study in Italian manufacturing, “The World Economy”, 137 (3), pp. 450-472.
J. VAN BIESEBROECKW (2007), Robustness of productivity estimates, “The journal of industrial economics”, LV, 3.
J. WAGNER (2007), Exports and productivity: A survey of the evidence from firm-level data, “The World Economy”, 30, 1.
S. YEAPLE (2005), The complex integration strategies of multinationals and cross country dependencies in the structure of foreign direct investment, “Journal of International Economics”, 60, pp. 293-314.
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