Export activity and firm heterogeneity: a survey of the empirical evidence for Italy

Journal title ECONOMIA E POLITICA INDUSTRIALE
Author/s Anna Bottasso, Chiara Piccardo
Publishing Year 2014 Issue 2013/4
Language English Pages 35 P. 27-61 File size 185 KB
DOI 10.3280/POLI2013-004002
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The aim of this study is to discuss the empirical literature which analyzes the relationship between firms heterogeneity and export activity on Italian manufacturing firm level data. We first present a short review of the main empirical techniques adopted in the applied literature and we briefly summarize the most relevant theoretical models. In the following sections, we survey studies investigating which firms characteristics are more likely to favour the exporting activity and papers which address the impact of exporting on firm performance. Most studies suggest that more productive and innovative firms are more likely to enter international markets and exhibit higher export intensity; moreover, future exporters start performing better some years before entering international markets and such differential are persistent over time. Possible further extensions and policy implications of the empirical findings are finally discussed.

Keywords: Exports, firm performance, firm heterogeneity, survey, Italy

Jel codes: F1, D2, L2

  1. Amendola A., Ferragina A., Pittiglio R., Reganati F. 2010. how is the 2007 crisis affecting firms’ survival? Evidence from Italy, mimeo.
  2. Antras P., Helpman E. 2004. Global sourcing. Journal of Political Economy, 112 (3): 552-580, DOI: 10.1086/383099
  3. Aw B.Y., Roberts M.J., Xu D.Y. 2011. R&D investment, exporting, and productivity dynamics. American Economic Review, 101 (4): 1312-1344, DOI: 10.1257/aer.101.4.1312
  4. Banca d’Italia. 2011. Relazione annuale. Banca d’Italia: Roma.
  5. Basile R. 2001. Export behavior of Italian manufacturing firms over the nineties: the role of innovation. Research Policy, 30 (8): 1185-1201, DOI: 10.1016/s0048-7333(00)00141-4
  6. Basile R., De Nardis S., Girardi A. 2009. Pricing to market when quality matters. ISAE Working Paper 123.
  7. Becchetti L., De Panizza A., Oropallo F. 2010. Role of industrial district externalities in export and value-added performance: evidence from the population of Italian firms. Regional Studies, 41 (5): 601-621, DOI: 10.1080/00343400701281691
  8. Becker S., Ichino A. 2002. Estimation of treatment effects based on propensity score. The Stata Journal, 2 (4): 358-377.
  9. Benfratello L., Razzolini T. 2008. Firms’ productivity and internationalization choices: evidence for a large sample of manufacturing firms, in Piscitello L., Santangelo G. (eds.) Multinationals and local competitiveness. Franco Angeli Edizioni: Milano.
  10. Bernard A.B., Jensen J.B. 1995. Exporters, jobs and wages in Us manufacturing: 1976-1987. Brookings Papers on Economic Activity, Microeconomics: 67-119.
  11. Bernard A., Jensen J.B. 1999. Exceptional exporters performance: cause, effect or both?. Journal of International Economics, 47 (1): 1-25, DOI: 10.1016/s0022-1996(98)00027-0
  12. Bernard A.B., Eaton J., Jensen J.B., Kurtum S. 2003. Plants and productivity in international trade. American Economic Review, 93 (4): 1268-1290, DOI: 10.1257/000282803769206296
  13. Bernard A.B., Redding S.J., Schott P.K. 2010. Multi-product firms and product switching. American Economic Review, 100 (1): 70-97, DOI: 10.1257/aer.100.1.70
  14. Bernard A.B., Grazzi M., Tomasi C. 2011.2011. Intermediaries in international trade: direct versus indirect modes of export. NBER Working Paper 17711.
  15. Bernard A.B., Jensen J.B., Redding S.J., Schott P.K. 2011. the empirics of firm heterogeneity and international trade. Annual Review of Economics, 4 (1): 283-313, DOI: 10.1146/annurev-economics-080511-110928
  16. Bratti M., Felice G. 2012. Are exporters more likely to introduce product innovations?. The World Economy, 35 (11): 1559-1598, DOI: 10.1111/j.1467-9701.2012.01453.x
  17. Bustos P. 2011. Trade liberalization, exports and technology upgrading: evidence on the impact of MERCOSUR on argentinean firms. American Economic Review, 101 (1): 304-340, DOI: 10.1257/aer.101.1.304
  18. Caliendo M., Hujer R. 2006. The microeconometric estimation of treatment effects. an overview. Allgemeines Statistisches Archiv, 90 (1): 197-212, DOI: 10.1007/s10182-006-0230-4
  19. Caliendo M., Kopeinig S. 2008. Some practical guidance for the implementation of propensity score matching. Journal of Economic Surveys, 22 (1): 31-72, DOI: 10.1111/j.1467-6419.2007.00527.x
  20. Casaburi L., Gattai V., Minerva G.A. 2007. Firms’ international status and heterogeneity in performance: evidence from Italy. Rivista di Politica Economica, 97 (3): 151-187.
  21. Castellani D. 2002. Export behaviour and productivity growth: evidence from Italian manufacturing firms. Review of World Economics/Weltirtshaftliches Archiv, 138 (4): 605-628, DOI: 10.1007/Bf02707654
  22. Castellani D., Zanfei A. 2007. Internationalization, innovation and productivity: how do firms differ in Italy?. The World Economy, 30 (1): 156-176, DOI: 10.1111/j.1467-9701.2007.00875.x
  23. Castellani D., Giovannetti G. 2010. productivity and the international firm: dissecting heterogeneity. Journal of Economic Policy Reform, 13 (1): 25-42, DOI: 10.1080/17487870903546226
  24. Castellani D., Serti F., Tomasi C. 2010. firms in international trade: importers and exporters heterogeneity in Italian manufacturing industry. The World Economy, 33 (3): 424-457, DOI: 10.1111/j.1467-9701.2010.01262.x
  25. Conti G., Lo Turco A., Maggioni D. 2010. Backward linkages and the export performance of business services. Evidence from a sample of Italian firms. Università Politecnica delle Marche Working Paper 352.
  26. Crinò R., Epifani P. 2012. productivity, quality, and export behavior. Economic Journal, 122 (565): 1206-1243, DOI: 10.1111/j.1468-0297.2012.02529.x
  27. D’Angelo A. 2012. Innovation and export performance: a study of Italian high-tech smEs. Journal of Management and Governance, 14 (3): 1-31, DOI: 10.1007/s10997-010-9157-y
  28. De Angelis E., De Nardis S., Pappalardo C. 2011. Produttori ed esportatori multiprodotto. Rapporto ICE 2010-2011. ICE, published online.
  29. Delgado M.A., Fariñas J.C., Ruano S. 2002. Firm productivity and export markets: a nonparametric approach. Journal of International Economics, 57 (2): 397-422, DOI: 10.1016/s0022-1996
  30. De Loecker J. 2010. A note on detecting learning by exporting. NBER Working Paper 16548.
  31. De Nardis S., Pappalardo C. 2009. Export, productivity and product switching: the case of Italian manufacturing firms. ISAE Working Paper 110.
  32. De Nardis S., Ventura M. 2010. The effects of product dropping on firm’s productivity and employment composition. Empirical Economics Letters, 9 (4): 343-352.
  33. Ethier W. 1982. National and international returns to scale in the modern theory of international trade. American Economic Review, 72 (3): 389-405.
  34. Fligner M.A., Policello G. 1981. Robust rank procedures for the Behrens-fisher problem. Journal of the American Statistical Association, 76 (373): 162-168, DOI: 10.1080/01621459.1981.10477623
  35. Forlani E. 2010. Liquidity constraints and firm’s export activity. Centro Studi Luca d’Agliano Working Paper 291.
  36. Frazzoni S., Mancusi M.L., Rotondi Z., Sobrero M., Vezzulli A. 2011. Relationship with banks and access to credit for innovation and internalization of smEs, in Bracchi G., Masciandaro D. (eds.) L’Europa e oltre. Banche e imprese nella nuova globalizzazione. Bancaria Editrice: Milano.
  37. Grazzi M. 2012. Export and firm performance: evidence on productivity and profitability of Italian companies. Journal of Industry, Competition and Trade, 12 (4): 413-444, DOI: 10.1007/s10842-011-0102-9
  38. Greenway D., Kneller R. 2007. Firm heterogeneity, exporting and foreign direct investment. Economic Journal, 117 (517): 134-161, DOI: 10.1111/j.1468-0297.2007.02018.x
  39. Guelpa F., Foresti G., Trenti S. 2007. Crescita delle esportazioni e mark-up nelle imprese manifatturiere italiane. Intesa Sanpaolo: Milano.
  40. Hallak J.C., Sivadasan J. 2011. Firms’ exporting behavior under quality constraints. University of Michigan Working Papers 628.
  41. Heckman J., Lalonde R., Smith J. 1999. The economics and econometrics of active labour market policies, in Ashenfelter O., Card D. (eds.) The Handbook of Labour Economics Volume. amsterdam: Elsevier.
  42. Helpman E. 1981. International trade in the presence of product differentiation, economies of scale and monopolistic competition: a Chamberlin-heckscher-ohlin approach. Journal of International Economics, 11 (3): 305-340, DOI: 10.1016/0022-1996
  43. Helpman E., Krugman P. 1985. Market Structure and Foreign Trade. MIT press: Cambridge (Mass.).
  44. Helpman E., Melitz M., Yeaple S. 2004. Export versus FDI. American Economic Review, 94 (1): 300-316, DOI: 10.1257/000282804322970814
  45. Hirano K., Imbens G. 2004. The propensity score with continuous treatments, in Gelman A., Meng X.-L. (eds.) Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives. Wiley: Chichester.
  46. ICE. 2005. La posizione competitiva dell’Italia nell’economia internazionale. ICE, published online.
  47. ICE. 2011. L’Italia nell’economia internazionale. Sintesi rapporto 2010-2011. ICE, published online.
  48. ICE. 2012. L’Italia nell’economia internazionale. Sintesi rapporto 2011-2012. ICE, published online.
  49. Imbens G.W., Wooldridge J.M. 2009. Recent developments in the econometrics of program evaluation. Journal of Economic Literature, 47 (1): 5-86, DOI: 10.1257/jel.47.1.5
  50. Imbruno M. 2008. International trade and firm productivity within the Italian manufacturing sector: self-selection or learning-by-exporting?. Quaderni DSEMS 21.
  51. Imbruno M. 2010. Exporting, productivity and market integration: Italian manufacturing firms within the European context. Quaderni DSEMS 22.
  52. Johnson R.C. 2012. Trade and prices with heterogeneous firms. Journal of International Economics, 86 (1): 43-56, DOI: 10.1016/j.jinteco.2011.09.004
  53. Krugman P. 1980. Scale economies, product differentiation and pattern of trade. American Economic Review, 70 (5): 950-959.
  54. Kugler M., Verhoogen E. 2011. Price, plant size and product quality. The Review of Economic Studies, 79 (1): 307-339, DOI: 10.1093/restud/rdr021
  55. Lanza A., Quintieri B. 2007. Quote di mercato e qualità delle esportazioni italiane: il quadro generale, in Lanza A., Quintieri B. (eds.) Eppur si muove. Come cambia l’export italiano. Rubbettino Editore: Soveria Mannelli.
  56. Levinsohn J., Petrin A. 2003. Estimating production functions using inputs to control for unobservables. Review of Economic Studies, 70 (2): 317-341, DOI: 10.1111/1467-937x.00246
  57. Lo Turco A., Maggioni D. 2013. On the role of imports in enhancing manufacturing exports. The World Economy, 36 (1): 93-120, DOI: 10.1111/twec.12020
  58. Macis M., Schivardi F. 2012. Exports and wages: rent sharing, workforce composition or return to skills?. EIEF Working Paper 1205.
  59. McDonald J.F., Moffit R.A. 1980. The uses of tobit analysis. The Review of Economics and Statistics, 62 (2): 318-321.
  60. Melitz M.J. 2003. The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica, 71 (6): 1695-1725, DOI: 10.1111/1468-0262.00467
  61. Melitz M.J., Ottaviano G.I.P. 2008. Market size, trade, and productivity. Review of Economic Studies, 75 (1): 295-316, DOI: 10.1111/j.1467-937x.2007.00463.x
  62. Melitz M.J., Redding S. 2013. Firm heterogeneity and aggregate welfare. NBER Working Paper 18919.
  63. Minetti R., Zhu S.C. 2011. Credit constraints and firm export: microeconomic evidence from Italy. Journal of International Economics, 83 (2): 109-125, DOI: 10.1016/j.jinteco.2010.12.004
  64. Morone P., Renna F., Testa G. 2011. Innovation activities and firms’ future exports decisions: a multi-treatment analysis, mimeo.
  65. Nassimbeni G. 2001. Technology, innovation capacity, and the export attitude of small manufacturing firms: a logit/tobit model. Research Policy, 30 (2): 245-262, DOI: 10.1016/s0048-7333(99)
  66. Olley S.G., Pakes A. 1996. The dynamics of productivity in the telecommunications equipment industry. Econometrica, 64 (6): 1263-1297.
  67. Pappalardo C., Vicarelli C. 2012. Euro introduction and export behaviour of Italian firms. MPRA Working Paper 3386.
  68. Powell D. 2009. Unconditional quantile regression for panel data with exogenous or endogenous regressors. RAND Working Paper WR-71.
  69. Razzolini T., Vannoni D. 2011. Export premia and subcontracting discount. Passive strategies and performance in domestic and foreign markets. The World Economy, 34 (6): 984-1013, DOI: 10.1111/j.1467-9701.2011.01329.x
  70. Redding S. 2010. Theories of heterogeneous firms and trade. National Bureau of Economic Research Working Paper 16562.
  71. Serti F., Tomasi C. 2008. Self-selection and post-entry effects of exports. Evidence from Italian manufacturing firms. Review of World Economics, 144 (4): 660-694, DOI: 10.1007/s10290-008-0165-9
  72. Singh T. 2010. Does international trade cause economic growth? a survey. The World Economy, 33 (11): 1517-1564, DOI: 10.1111/j.1467-9701.2010.01243.x
  73. Sterlacchini A. 2001. The determinants of export performance: a firm-level study in Italian manufacturing. Welwirtschaftliches, 137 (3): 450-472, DOI: 10.1007/Bf02707626
  74. Verhoogen E.A. 2008. Trade, quality upgrading and wage inequality in the Mexican manufacturing sector. The Quarterly Journal of Economics, 123 (2): 489-530, DOI: 10.1162/qjec.2008.123.2.489
  75. Wagner J. 2007. Exports and productivity: a survey of the evidence from firm-level data. The World Economy, 30 (1): 60-82, DOI: 10.1111/j.1467-9701.2007.00872.x
  76. Wagner J. 2012. International trade and firm performance: a survey of empirical studies since 2006. Review of World Economy, 148 (2): 235-267, DOI: 10.1007/s10290-011-0116-8
  77. Wooldridge J.M. 2010. Econometric Analysis of Cross Section and Panel Data. MIT Press: Cambridge (Mass.).
  78. Yeaple S.R. 2005. A simple model of firm heterogeneity, international trade, and wages. Journal of International Economics, 65 (1): 1-2, DOI: 10.1016/j.jinteco.2004.01.001

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Anna Bottasso, Chiara Piccardo, Export activity and firm heterogeneity: a survey of the empirical evidence for Italy in "ECONOMIA E POLITICA INDUSTRIALE " 4/2013, pp 27-61, DOI: 10.3280/POLI2013-004002