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Small, young, and exporters: New evidence on the determinants of firm growth

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  • Marco Grazzi
  • Daniele Moschella

Abstract

This work investigates how the export status of the firm influences the patterns of growth at different age classes. We address this research question resorting to a novel set of data that links together the universe of Italian firms and detailed data on export transactions. We find that the positive relationship between export status and growth declines with firm age. Further, we also find that, even when accounting for the role of age, the negative size-growth relationship does not disappear, contrary to some recent evidence. These results, which are robust to a series of controls, suggest for a positive signaling role of the export status which is stronger for young exporters or born globals. Exploiting the product-country level dimension of the customs data we also provide, for the first time, evidence on differences in exchange rates pass through between young and experienced exporters. In particular, we find that early exporters appear to be well equipped to face exchange rates variations as their exports decrease less following a currency appreciation.

Suggested Citation

  • Marco Grazzi & Daniele Moschella, 2016. "Small, young, and exporters: New evidence on the determinants of firm growth," LEM Papers Series 2016/07, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  • Handle: RePEc:ssa:lemwps:2016/07
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    1. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    2. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    3. Arpita Chatterjee & Rafael Dix-Carneiro & Jade Vichyanond, 2013. "Multi-product Firms and Exchange Rate Fluctuations," American Economic Journal: Economic Policy, American Economic Association, vol. 5(2), pages 77-110, May.
    4. Giulio Bottazzi & Giovanni Dosi & Nadia Jacoby & Angelo Secchi & Federico Tamagni, 2010. "Corporate performances and market selection: some comparative evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1953-1996, December.
    5. Gary A Knight & S Tamar Cavusgil, 2004. "Innovation, organizational capabilities, and the born-global firm," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(2), pages 124-141, March.
    6. 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.
    7. Martina Lawless, 2014. "Age or size? Contributions to job creation," Small Business Economics, Springer, vol. 42(4), pages 815-830, April.
    8. Giulio Bottazzi & Alex Coad & Nadia Jacoby & Angelo Secchi, 2011. "Corporate growth and industrial dynamics: evidence from French manufacturing," Applied Economics, Taylor & Francis Journals, vol. 43(1), pages 103-116.
    9. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    10. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    11. Andrea Ariu, 2016. "Services versus goods trade: a firm-level comparison," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(1), pages 19-41, February.
    12. Nicolas Berman & Philippe Martin & Thierry Mayer, 2012. "How do Different Exporters React to Exchange Rate Changes?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 437-492.
    13. Giulio Bottazzi & Angelo Secchi, 2006. "Explaining the distribution of firm growth rates," RAND Journal of Economics, RAND Corporation, vol. 37(2), pages 235-256, June.
    14. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    15. Ahn, JaeBin & Khandelwal, Amit K. & Wei, Shang-Jin, 2011. "The role of intermediaries in facilitating trade," Journal of International Economics, Elsevier, vol. 84(1), pages 73-85, May.
    16. Antoine Berthou & Vincent Vicard, 2015. "Firms' Export Dynamics: Experience Versus Size," The World Economy, Wiley Blackwell, vol. 38(7), pages 1130-1158, July.
    17. Grazzi, Marco & Sanzo, Roberto & Secchi, Angelo & Zeli, Alessandro, 2013. "The building process of a new integrated system of business micro-data 1989–2004," Journal of Economic and Social Measurement, IOS Press, issue 4, pages 291-324.
    18. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2013. "Like milk or wine: Does firm performance improve with age?," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 173-189.
    19. Giorgio Barba Navaretti & Davide Castellani & Fabio Pieri, 2014. "Age and firm growth: evidence from three European countries," Small Business Economics, Springer, vol. 43(4), pages 823-837, December.
    20. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    21. Giovanni Dosi & Daniele Moschella & Emanuele Pugliese & Federico Tamagni, 2015. "Productivity, market selection, and corporate growth: comparative evidence across US and Europe," Small Business Economics, Springer, vol. 45(3), pages 643-672, October.
    22. Steven J. Davis & John Haltiwanger & Ronald S. Jarmin & C.J. Krizan & Javier Miranda & Alfred Nucci & Kristin Sandusky, 2009. "Measuring the Dynamics of Young and Small Businesses: Integrating the Employer and Nonemployer Universes," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 329-366, National Bureau of Economic Research, Inc.
    23. Giovanni Dosi & Marco Grazzi & Chiara Tomasi & Alessandro Zeli, 2012. "Turbulence underneath the big calm? The micro-evidence behind Italian productivity dynamics," Small Business Economics, Springer, vol. 39(4), pages 1043-1067, November.
    24. Francesca Lotti & Enrico Santarelli & Marco Vivarelli, 2003. "Does Gibrat's Law hold among young, small firms?," Journal of Evolutionary Economics, Springer, vol. 13(3), pages 213-235, August.
    25. Gary A Knight & S Tamer Cavusgil, 2004. "Innovation, organizational capabilities, and the born-global firm," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(4), pages 334-334, July.
    26. David Neumark & Brandon Wall & Junfu Zhang, 2011. "Do Small Businesses Create More Jobs? New Evidence for the United States from the National Establishment Time Series," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 16-29, August.
    27. 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.
    28. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    29. Jens Matthias Arnold & Katrin Hussinger, 2005. "Export Behavior and Firm Productivity in German Manufacturing: A Firm-Level Analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(2), pages 219-243, July.
    30. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2010. "Wholesalers and Retailers in US Trade," American Economic Review, American Economic Association, vol. 100(2), pages 408-413, May.
    31. Alex Coad, 2009. "The Growth of Firms," Books, Edward Elgar Publishing, number 13424.
    32. Coad, Alex, 2010. "Investigating the exponential age distribution of firms," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 4, pages 1-30.
    33. Evans, David S, 1987. "Tests of Alternative Theories of Firm Growth," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 657-674, August.
    34. Giovanni Dosi & Marco Grazzi, 2006. "Technologies as problem-solving procedures and technologies as input--output relations: some perspectives on the theory of production," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(1), pages 173-202, February.
    35. Huergo, Elena & Jaumandreu, Jordi, 2004. "Firms' age, process innovation and productivity growth," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 541-559, April.
    36. Bernard, Andrew & Redding, Stephen & Schott, Peter & Jensen, J Bradford, 2010. "Wholesalers and Retailers in US Trade (Long Version)," CEPR Discussion Papers 7642, C.E.P.R. Discussion Papers.
    37. Andrew B. Bernard & Marco Grazzi & Chiara Tomasi, 2015. "Intermediaries in International Trade: Products and Destinations," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 916-920, October.
    38. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    39. 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.
    40. Alex Coad, 2007. "A Closer Look at Serial Growth Rate Correlation," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(1), pages 69-82, August.
    41. 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.
    42. Davidsson, Per, 1989. "Entrepreneurship -- And after? A study of growth willingness in small firms," Journal of Business Venturing, Elsevier, vol. 4(3), pages 211-226, May.
    43. Marco Grazzi & Chiara Tomasi, 2016. "Indirect exporters and importers," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(2), pages 251-281, May.
    44. 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.
    45. Alex Coad & Jaganaddha Tamvada, 2012. "Firm growth and barriers to growth among small firms in India," Small Business Economics, Springer, vol. 39(2), pages 383-400, September.
    46. Elena Huergo & Jordi Jaumandreu, 2004. "How Does Probability of Innovation Change with Firm Age?," Small Business Economics, Springer, vol. 22(3_4), pages 193-207, April.
    47. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    48. 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.
    49. Marco Grazzi, 2012. "Export and Firm Performance: Evidence on Productivity and Profitability of Italian Companies," Journal of Industry, Competition and Trade, Springer, vol. 12(4), pages 413-444, December.
    50. Andrea Ariu, 2016. "Services versus goods trade: a firm-level comparison," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(1), pages 19-41, February.
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    Cited by:

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    7. Henry Okwo & Charity Ezenwakwelu & Anthony Igwe & Benedict Imhanrenialena, 2019. "Firm Size and Age mediating the Firm Survival-Hedging Effect: Hayes’ 3-Way Parallel Approach," Sustainability, MDPI, vol. 11(3), pages 1-17, February.
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    10. Silviano Esteve-Pérez & Fabio Pieri & Diego Rodriguez, 2022. "One swallow does not make a summer: episodes and persistence in high growth," Small Business Economics, Springer, vol. 58(3), pages 1517-1544, March.
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    13. A. Arrighetti & L. Cattani & F. Landini & A. Lasagni, 2019. "Work Flexibility and Firm Growth," Economics Department Working Papers 2019-EP04, Department of Economics, Parma University (Italy).
    14. Bartoloni, Eleonora & Baussola, Maurizio & Bagnato, Luca, 2020. "Waiting for Godot? Success or failure of firms’ growth in a panel of Italian manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 259-275.
    15. M. Grazzi & C. Piccardo & C. Vergari, 2019. "Concordance and complementarity in Intellectual Property instruments," Working Papers wp1127, Dipartimento Scienze Economiche, Universita' di Bologna.
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    17. 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.
    18. Alessandro Arrighetti & Fabio Landini & Andrea Lasagni, 2021. "Swimming upstream throughout the turmoil: Evidence on firm growth during the great recession," Scottish Journal of Political Economy, Scottish Economic Society, vol. 68(3), pages 322-344, July.
    19. Mina, Andrea & Santoleri, Pietro, 2021. "The effect of the Great Recession on the employment growth of young vs. small firms in the Eurozone," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 184-194.
    20. Marcio Cruz & Leila Baghdadi & Hassen Arouri, 2022. "High growth firms and trade linkages: Imports do matter," Small Business Economics, Springer, vol. 59(1), pages 79-92, June.
    21. Subash Sasidharan & Ketan Reddy, 2021. "Innovation, Product Sophistication and Export Market Survival: A Study of Indian Manufacturing," Working Papers DP-2021-45, Economic Research Institute for ASEAN and East Asia (ERIA).

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    More about this item

    Keywords

    Firm age and performance; Firm growth; International trade; Born global; Exchange rates pass-through;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L21 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Business Objectives of the Firm
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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