IDEAS home Printed from https://ideas.repec.org/p/cns/cnscwp/201516.html
   My bibliography  Save this paper

Innovation activities and learning processes in the crisis. Evidence from Italian export in manufacturing and services

Author

Listed:
  • R. Brancati
  • E. Marrocu
  • M. Romagnoli
  • S. Usai

Abstract

Are there any factors driving firms' internationalization process other than productivity? By means of a firm-level dataset on manufacturing and production services sectors collected by MET, this paper investigates the export performance of enterprises in Italy in the aftermath of the recent economic crisis. Our results suggest that productivity is not the only (and most important) determinant in this matter. Innovation activity and learning processes are indeed pivotal in boosting enterprises to sell their products abroad and, to a certain extent, in backing their success on foreign markets. In particular, by estimating dynamic probability models as well as Tobit II-Heckman and two-part models, we provide evidence that firm's ability to learn from its past export experiences lowers international trade informal barriers, while its ability to learn thanks to regional and local industry spillovers is important in terms of both extensive and intensive performances on foreign markets.

Suggested Citation

  • R. Brancati & E. Marrocu & M. Romagnoli & S. Usai, 2015. "Innovation activities and learning processes in the crisis. Evidence from Italian export in manufacturing and services," Working Paper CRENoS 201516, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  • Handle: RePEc:cns:cnscwp:201516
    as

    Download full text from publisher

    File URL: https://crenos.unica.it/crenos/node/6549
    Download Restriction: no

    File URL: https://crenos.unica.it/crenos/sites/default/files/WP15-16.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Davide Castellani & Francesco Serti & Chiara Tomasi, 2010. "Firms in International Trade: Importers’ and Exporters’ Heterogeneity in Italian Manufacturing Industry," The World Economy, Wiley Blackwell, vol. 33(3), pages 424-457, March.
    2. Richard Baldwin, 1989. "Sunk-Cost Hysteresis," NBER Working Papers 2911, National Bureau of Economic Research, Inc.
    3. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    4. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    5. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    6. Franco Malerba, 2006. "Innovation and the evolution of industries," Journal of Evolutionary Economics, Springer, vol. 16(1), pages 3-23, April.
    7. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2012. "The Empirics of Firm Heterogeneity and International Trade," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 283-313, July.
    8. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    9. Basile, Roberto, 2001. "Export behaviour of Italian manufacturing firms over the nineties: the role of innovation," Research Policy, Elsevier, vol. 30(8), pages 1185-1201, October.
    10. Alex Coad, 2009. "On the distribution of product price and quality," Journal of Evolutionary Economics, Springer, vol. 19(4), pages 589-604, August.
    11. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    12. Matteo Bugamelli & Luigi Infante, 2003. "Sunk Costs of Exports," Temi di discussione (Economic working papers) 469, Bank of Italy, Economic Research and International Relations Area.
    13. Raydonal Ospina & Silvia Ferrari, 2010. "Inflated beta distributions," Statistical Papers, Springer, vol. 51(1), pages 111-126, January.
    14. Dixit, Avinash K, 1989. "Entry and Exit Decisions under Uncertainty," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 620-638, June.
    15. Dario Guarascio & Mario Pianta & Francesco Bogliacino, 2017. "Export, R&D and New Products: A Model and a Test on European Industries," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 393-432, Springer.
    16. Rodríguez-Pose, Andrés & Tselios, Vassilis & Winkler, Deborah & Farole, Thomas, 2013. "Geography and the Determinants of Firm Exports in Indonesia," World Development, Elsevier, vol. 44(C), pages 225-240.
    17. Aitken, Brian & Hanson, Gordon H. & Harrison, Ann E., 1997. "Spillovers, foreign investment, and export behavior," Journal of International Economics, Elsevier, vol. 43(1-2), pages 103-132, August.
    18. Alessandro Sterlacchini, 2001. "The determinants of export performance: A firm-level study of Italian manufacturing," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 137(3), pages 450-472, September.
    19. Joachim Wagner, 2016. "Credit Constraints and Exports: A Survey of Empirical Studies Using Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 12, pages 401-421, World Scientific Publishing Co. Pte. Ltd..
    20. Lucia Foster & John Haltiwanger & Chad Syverson, 2016. "The Slow Growth of New Plants: Learning about Demand?," Economica, London School of Economics and Political Science, vol. 83(329), pages 91-129, January.
    21. Koenig, Pamina & Mayneris, Florian & Poncet, Sandra, 2010. "Local export spillovers in France," European Economic Review, Elsevier, vol. 54(4), pages 622-641, May.
    22. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
    23. Florencia Barletta & Mariano Pereira & Gabriel Yoguel, 2014. "Schumpeterian, Keynesian, and Endowment efficiency: some evidence on the export behavior of Argentinian manufacturing firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(3), pages 797-826.
    24. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    25. Malerba, Franco & Orsenigo, Luigi & Peretto, Pietro, 1997. "Persistence of innovative activities, sectoral patterns of innovation and international technological specialization," International Journal of Industrial Organization, Elsevier, vol. 15(6), pages 801-826, October.
    26. Krugman, Paul R., 1979. "Increasing returns, monopolistic competition, and international trade," Journal of International Economics, Elsevier, vol. 9(4), pages 469-479, November.
    27. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990, March.
    28. Koenig, Pamina, 2009. "Agglomeration and the export decisions of French firms," Journal of Urban Economics, Elsevier, vol. 66(3), pages 186-195, November.
    29. Rosen, Sherwin, 2007. "Studies in Labor Markets," National Bureau of Economic Research Books, University of Chicago Press, number 9780226726304, December.
    30. Sascha Becker & Peter Egger, 2013. "Endogenous product versus process innovation and a firm’s propensity to export," Empirical Economics, Springer, vol. 44(1), pages 329-354, February.
    31. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    32. Martin Andersson & Jan Frederic Weiss, 2012. "External Trade and Internal Geography: Local Export Spillovers by Industry Characteristics and Firm Size," Spatial Economic Analysis, Taylor & Francis Journals, vol. 7(4), pages 421-446, December.
    33. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    34. Wiji Arulampalam & Mark B. Stewart, 2009. "Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(5), pages 659-681, October.
    35. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    36. Andrew B. Bernard & J. Bradford Jensen, 2004. "Why Some Firms Export," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 561-569, May.
    37. Roberto Antonietti & Giulio Cainelli, 2011. "The role of spatial agglomeration in a structural model of innovation, productivity and export: a firm-level analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 577-600, June.
    38. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    39. Enrique López-Bazo & Elisabet Motellón, 2013. "“Firm exports, innovation, … and regions”," AQR Working Papers 201305, University of Barcelona, Regional Quantitative Analysis Group, revised May 2013.
    40. David Greenaway & Richard Kneller, 2004. "Exporting and Productivity in the United Kingdom," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 358-371, Autumn.
    41. Eliane Choquette & Philipp Meinen, 2015. "Export Spillovers: Opening the Black Box," The World Economy, Wiley Blackwell, vol. 38(12), pages 1912-1946, December.
    42. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    43. David Greenaway & Richard Kneller, 2007. "Industry Differences in the Effect of Export Market Entry: Learning by Exporting?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 143(3), pages 416-432, October.
    44. Bruno Cassiman & Elena Golovko, 2011. "Innovation and internationalization through exports," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(1), pages 56-75, January.
    45. Thomas Farole & Deborah Winkler, 2014. "Firm location and the determinants of exporting in low- and middle-income countries," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 395-420.
    46. Richard Harris & Qian Cher Li, 2012. "Export-market dynamics and firm-level productivity: evidence for UK tradable sectors," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(3), pages 649-670, June.
    47. Ron Boschma & Ron Martin (ed.), 2010. "The Handbook of Evolutionary Economic Geography," Books, Edward Elgar Publishing, number 12864.
    48. Bee Yan Aw & Mark J. Roberts & Tor Winston, 2007. "Export Market Participation, Investments in R&D and Worker Training, and the Evolution of Firm Productivity," The World Economy, Wiley Blackwell, vol. 30(1), pages 83-104, January.
    49. Mukim, Megha, 2012. "Geography and exporting behavior : evidence from India," Policy Research Working Paper Series 5979, The World Bank.
    50. Maarten L. Buis, 2010. "Stata tip 87: Interpretation of interactions in nonlinear models," Stata Journal, StataCorp LP, vol. 10(2), pages 305-308, June.
    51. Silvia Ferrari & Francisco Cribari-Neto, 2004. "Beta Regression for Modelling Rates and Proportions," Journal of Applied Statistics, Taylor & Francis Journals, vol. 31(7), pages 799-815.
    52. Cassiman, Bruno & Veugelers, Reinhilde & Zuniga, Pluvia, 2010. "Diversity of science linkages: A survey of innovation performance effects and some evidence from Flemish firms," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 4, pages 1-26.
    53. Massimiliano Bratti & Giulia Felice, 2012. "Are Exporters More Likely to Introduce Product Innovations?," The World Economy, Wiley Blackwell, vol. 35(11), pages 1559-1598, November.
    54. Davide Castellani & Antonello Zanfei, 2006. "Multinational Firms, Innovation and Productivity," Books, Edward Elgar Publishing, number 3709.
    55. Paul Krugman, 1992. "Geography and Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262610868, December.
    56. Joachim Wagner, 2016. "International Trade and Firm Performance: A Survey of Empirical Studies since 2006," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 2, pages 43-87, World Scientific Publishing Co. Pte. Ltd..
    57. Leonardo Becchetti & Stefania Rossi, 2000. "The Positive Effect of Industrial District on the Export Performance of Italian Firms," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 16(1), pages 53-68, February.
    58. Davide Castellani & Antonello Zanfei, 2007. "Internationalisation, Innovation and Productivity: How Do Firms Differ in Italy?," The World Economy, Wiley Blackwell, vol. 30(1), pages 156-176, January.
    59. Nassimbeni, Guido, 2001. "Technology, innovation capacity, and the export attitude of small manufacturing firms: a logit/tobit model," Research Policy, Elsevier, vol. 30(2), pages 245-262, February.
    60. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    61. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    62. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-1171, September.
    63. Aw, Bee Yan & Chung, Sukkyun & Roberts, Mark J, 2000. "Productivity and Turnover in the Export Market: Micro-level Evidence from the Republic of Korea and Taiwan (China)," The World Bank Economic Review, World Bank, vol. 14(1), pages 65-90, January.
    64. Giorgia Giovannetti & Enrico Marvasi & Marco Sanfilippo, 2013. "Supply Chains and the Internalization of SMEs: Evidence from Italy," Working Papers - Economics wp2013_30.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    65. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    66. M. V. Posner, 1961. "International Trade And Technical Change," Oxford Economic Papers, Oxford University Press, vol. 13(3), pages 323-341.
    67. Andrea Bonaccorsi, 1992. "On the Relationship Between Firm Size and Export Intensity," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 23(4), pages 605-635, December.
    68. Alven H.S. Lam, 2000. "Republic of China (Taiwan)," American Journal of Economics and Sociology, Wiley Blackwell, vol. 59(5), pages 327-336, November.
    69. Paolino, Philip, 2001. "Maximum Likelihood Estimation of Models with Beta-Distributed Dependent Variables," Political Analysis, Cambridge University Press, vol. 9(4), pages 325-346, January.
    70. Roper, Stephen & Love, James H., 2002. "Innovation and export performance: evidence from the UK and German manufacturing plants," Research Policy, Elsevier, vol. 31(7), pages 1087-1102, September.
    71. Malerba, Franco & Orsenigo, Luigi, 1997. "Technological Regimes and Sectoral Patterns of Innovative Activities," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 6(1), pages 83-117.
    72. Wakelin, Katharine, 1998. "Innovation and export behaviour at the firm level," Research Policy, Elsevier, vol. 26(7-8), pages 829-841, April.
    73. Giovanni Dosi, 2000. "Sources, Procedures, and Microeconomic Effects of Innovation," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 2, pages 63-114, Edward Elgar Publishing.
    74. Roberts, Mark J & Tybout, James R, 1997. "The Decision to Export in Colombia: An Empirical Model of Entry with Sunk Costs," American Economic Review, American Economic Association, vol. 87(4), pages 545-564, September.
    75. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    76. Jože P. Damijan & Črt Kostevc & Sašo Polanec, 2010. "From Innovation to Exporting or Vice Versa?," The World Economy, Wiley Blackwell, vol. 33(3), pages 374-398, March.
    77. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sui, Hongguang & Geng, Simin & Zhou, Jin & Raza, Ali & Aziz, Noshaba, 2023. "Fiscal institutional reform and export product quality: A Quasi-experimental research on counties managed directly by provinces," Economic Modelling, Elsevier, vol. 126(C).
    2. L. Benfratello & A. Bottasso & C. Piccardo, 2022. "R&D and export performance: exploring heterogeneity along the export intensity distribution," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(2), pages 189-232, June.
    3. Brancati, Emanuele & Brancati, Raffaele & Guarascio, Dario & Zanfei, Antonello, 2020. "In Times of Trouble: Innovative Drivers of External Competitiveness for Small Businesses during the Great Recession," GLO Discussion Paper Series 639, Global Labor Organization (GLO).
    4. Emanuele Brancati & Raffaele Brancati & Dario Guarascio & Antonello Zanfei, 2022. "Innovation drivers of external competitiveness in the great recession," Small Business Economics, Springer, vol. 58(3), pages 1497-1516, March.
    5. Joachim Wagner, 2019. "Access to Finance and Exports – Comparable Evidence for Small and Medium Enterprises from Industry and Services in 25 European Countries," Open Economies Review, Springer, vol. 30(4), pages 739-757, September.
    6. Ariel Herbert Fambeu & Patricia Tchawa Yomi, 2023. "Technologies de l'Information et de la Communication et exportation des entreprises manufacturières en Afrique Centrale," African Development Review, African Development Bank, vol. 35(4), pages 403-415, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Enrique López-Bazo & Elisabet Motellón, 2013. "“Firm exports, innovation, … and regions”," AQR Working Papers 201305, University of Barcelona, Regional Quantitative Analysis Group, revised May 2013.
    2. Richard Harris & John Moffat, 2011. "R&D, Innovation and Exporting," SERC Discussion Papers 0073, Centre for Economic Performance, LSE.
    3. Tomasz Brodzicki & Dorota Ciolek, 2016. "Creativity pays off. Innovation, innovation strategy, and internationalization," Working Papers 1601, Instytut Rozwoju, Institute for Development.
    4. Emanuele Brancati & Raffaele Brancati & Dario Guarascio & Andrea Maresca & Manuel Romagnoli & Antonello Zanfei, 2018. "Firm-level Drivers of Export Performance and External Competitiveness in Italy," European Economy - Discussion Papers 087, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    5. Dosi, Giovanni & Grazzi, Marco & Moschella, Daniele, 2015. "Technology and costs in international competitiveness: From countries and sectors to firms," Research Policy, Elsevier, vol. 44(10), pages 1795-1814.
    6. Falk, Martin & de Lemos, Francisco Figueira, 2019. "Complementarity of R&D and productivity in SME export behavior," Journal of Business Research, Elsevier, vol. 96(C), pages 157-168.
    7. Valeria Gattai, 2015. "Internationalisation and performance at the firm-level: what we learn from Italy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 475-509, December.
    8. Tomasz Brodzicki, 2017. "Internationalisation and Innovation Intensities of Polish Manufacturing Firms: A Close Nexus?," Entrepreneurial Business and Economics Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 5(1), pages 91-109.
    9. Rodríguez-Pose, Andrés & Tselios, Vassilis & Winkler, Deborah & Farole, Thomas, 2013. "Geography and the Determinants of Firm Exports in Indonesia," World Development, Elsevier, vol. 44(C), pages 225-240.
    10. Dalgic, Basak & Fazlioglu, Burcu & Gasiorek, Michael, 2015. "Costs of trade and self-selection into exporting and importing: The case of Turkish manufacturing firms," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-28.
    11. Trinh, Long Q., 2016. "Dynamics of Innovation and Internationalization among Small and Medium-Sized Enterprises in Viet Nam," ADBI Working Papers 580, Asian Development Bank Institute.
    12. Matthew A. Cole & Robert J. R. Elliott & Supreeya Virakul, 2010. "Firm Heterogeneity, Origin of Ownership and Export Participation," The World Economy, Wiley Blackwell, vol. 33(2), pages 264-291, February.
    13. Francesco Serti & Chiara Tomasi, 2008. "Self-Selection and Post-Entry Effects of Exports: Evidence from Italian Manufacturing Firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 660-694, December.
    14. Fabian Unterlass, 2013. "The relationship between innovation, exports and economic performance. Empirical evidence for 21 EU countries," EcoMod2013 5655, EcoMod.
    15. Valeria Gattai, 2015. "Foreign exposure and heterogeneous performance of Italian firms: A survey of the empirical literature (1992-2014)," Working Papers 300, University of Milano-Bicocca, Department of Economics, revised Apr 2015.
    16. David Aristei & Davide Castellani & Chiara Franco, 2013. "Firms’ exporting and importing activities: is there a two-way relationship?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 55-84, March.
    17. Marco Grazzi & Nanditha Mathew & Daniele Moschella, 2021. "Making one’s own way: jumping ahead in the capability space and exporting among Indian firms," Journal of Evolutionary Economics, Springer, vol. 31(3), pages 931-957, July.
    18. Silviano Esteve-Pérez & Diego Rodríguez, 2013. "The dynamics of exports and R&D in SMEs," Small Business Economics, Springer, vol. 41(1), pages 219-240, June.
    19. Eleonora Fichera & Yevgeniya Shevtsova, 2020. "Sunk exporting costs and export market coverage," Manchester School, University of Manchester, vol. 88(4), pages 599-616, July.
    20. Stephan Brunow & Luise Grünwald, 2014. "Exports, agglomeration and workforce diversity: An empirical assessment of German establishments," Norface Discussion Paper Series 2014008, Norface Research Programme on Migration, Department of Economics, University College London.

    More about this item

    Keywords

    innovation; regional/industrial spillovers; dynamic binary models; Tobit II models; two-part models; international trade; inter-regional trade;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cns:cnscwp:201516. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: CRENoS (email available below). General contact details of provider: https://edirc.repec.org/data/crenoit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.