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Firm growth, R&D expenditures and exports: An empirical analysis of italian SMEs

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  • Di Cintio, Marco
  • Ghosh, Sucharita
  • Grassi, Emanuele

Abstract

We study firms’ export and R&D activities and their effects on employment growth and worker flows for a sample of Italian SMEs operating in the manufacturing industry. After accounting for the under-reporting of R&D in SMEs, our quantile regressions reveal that: (i) R&D is associated with higher employment growth rates, higher hiring rates and lower separation rates; (ii) R&D-induced exports are negatively related to firm employment growth and hirings and positively related to separations; and (iii) pure exports are not a driver of employment growth and worker flows.

Suggested Citation

  • Di Cintio, Marco & Ghosh, Sucharita & Grassi, Emanuele, 2017. "Firm growth, R&D expenditures and exports: An empirical analysis of italian SMEs," Research Policy, Elsevier, vol. 46(4), pages 836-852.
    • Handle: RePEc:eee:respol:v:46:y:2017:i:4:p:836-852
    DOI: 10.1016/j.respol.2017.02.006
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    1. Rebecca Henderson & Iain Cockburn, 1996. "Scale, Scope, and Spillovers: The Determinants of Research Productivity in Drug Discovery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 32-59, Spring.
    2. Micheline Goedhuys & Leo Sleuwaegen, 2010. "High-growth entrepreneurial firms in Africa: a quantile regression approach," Small Business Economics, Springer, vol. 34(1), pages 31-51, January.
    3. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    4. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-284, April.
    5. Sousa, N. & Rueda-Cantuche, J. M. & Arto, I. & Andreoni, V., 2012. "Extra - EU exports and employment," DG TRADE Chief Economist Notes 2012-2, Directorate General for Trade, European Commission.
    6. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    7. Lachenmaier, Stefan & Rottmann, Horst, 2011. "Effects of innovation on employment: A dynamic panel analysis," International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 210-220, March.
    8. Moser, Christoph & Urban, Dieter & di Mauro, Beatrice Weder, 2010. "International competitiveness, job creation and job destruction--An establishment-level study of German job flows," Journal of International Economics, Elsevier, vol. 80(2), pages 302-317, March.
    9. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    10. Klette, Tor Jakob & Griliches, Zvi, 2000. "Empirical Patterns of Firm Growth and R&D Investment: A Quality Ladder Model Interpretation," Economic Journal, Royal Economic Society, vol. 110(463), pages 363-387, April.
    11. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    12. Andrew Bernard & Joachim Wagner, 1997. "Exports and success in German manufacturing," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 133(1), pages 134-157, March.
    13. Grossman, Gene M. & Helpman, Elhanan & Szeidl, Adam, 2006. "Optimal integration strategies for the multinational firm," Journal of International Economics, Elsevier, vol. 70(1), pages 216-238, September.
    14. Andrew B. Abel & Avinash K. Dixit & Janice B. Eberly & Robert S. Pindyck, "undated". "Options, the Value of Capital, and Investment," Rodney L. White Center for Financial Research Working Papers 15-95, Wharton School Rodney L. White Center for Financial Research.
    15. Helmut Fryges & Joachim Wagner, 2021. "Exports and Productivity Growth — First Evidence from a Continuous Treatment Approach," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 6, pages 57-86, World Scientific Publishing Co. Pte. Ltd..
    16. Bronwyn Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs: empirical evidence for Italy," Small Business Economics, Springer, vol. 33(1), pages 13-33, June.
    17. 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.
    18. Jacques Mairesse, 2008. "Employment, innovation, and productivity: evidence from Italian microdata," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 813-839, August.
    19. Leiponen, Aija, 2005. "Skills and innovation," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 303-323, June.
    20. 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..
    21. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    22. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    23. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    24. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-685, May.
    25. 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.
    26. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2014. "Financial constraints and firm dynamics," Small Business Economics, Springer, vol. 42(1), pages 99-116, January.
    27. Grossman, Gene M & Helpman, Elhanan, 1990. "Comparative Advantage and Long-run Growth," American Economic Review, American Economic Association, vol. 80(4), pages 796-815, September.
    28. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    29. Marco Capasso & Tania Treibich & Bart Verspagen, 2015. "The medium-term effect of R&D on firm growth," Small Business Economics, Springer, vol. 45(1), pages 39-62, June.
    30. Philippe Aghion & Peter Howitt, 1994. "Growth and Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 477-494.
    31. Cassiman, Bruno & Golovko, Elena & Martínez-Ros, Ester, 2010. "Innovation, exports and productivity," International Journal of Industrial Organization, Elsevier, vol. 28(4), pages 372-376, July.
    32. 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.
    33. Jakob Klette & Svein Erik Førre, 1998. "Innovation And Job Creation In A Smallopen Economy-Evidence From Norwegian Manufacturing Plants 1982-92," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(2-4), pages 247-272.
    34. Tor Jakob Klette & Samuel Kortum, 2004. "Innovating Firms and Aggregate Innovation," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 986-1018, October.
    35. Amemiya, Takeshi, 1978. "The Estimation of a Simultaneous Equation Generalized Probit Model," Econometrica, Econometric Society, vol. 46(5), pages 1193-1205, September.
    36. Metka Stare & Jože Damijan, 2015. "Do innovation spillovers impact employment and skill upgrading?," The Service Industries Journal, Taylor & Francis Journals, vol. 35(13), pages 728-745, September.
    37. Michie, Jonathan & Sheehan, Maura, 1999. "HRM Practices, R&D Expenditure and Innovative Investment: Evidence from the UK's 1990 Workplace Industrial Relations Survey (WIRS)," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 8(2), pages 211-234, June.
    38. 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.
    39. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    40. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    41. Dachs, Bernhard & Peters, Bettina, 2014. "Innovation, employment growth, and foreign ownership of firms," Research Policy, Elsevier, vol. 43(1), pages 214-232.
    42. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    43. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2008. "R&D Investments, Exporting, and the Evolution of Firm Productivity," American Economic Review, American Economic Association, vol. 98(2), pages 451-456, May.
    44. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    45. Kleinknecht, Alfred, 1987. "Measuring R&D in Small Firms: How Much Are We Missing?," Journal of Industrial Economics, Wiley Blackwell, vol. 36(2), pages 253-256, December.
    46. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    47. Grassi, Emanuele & Di Cintio, Marco, 2012. "Uncertainty, flexible labour relations and R&D expenditure," MPRA Paper 37646, University Library of Munich, Germany.
    48. Aida Caldera, 2010. "Innovation and exporting: evidence from Spanish manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(4), pages 657-689, December.
    49. Francesco Bogliacino & Marco Vivarelli, 2012. "The Job Creation Effect Of R&D Expenditures," Australian Economic Papers, Wiley Blackwell, vol. 51(2), pages 96-113, June.
    50. Czarnitzki, Dirk & Wastyn, Annelies, 2010. "Competing internationally: On the importance of R&D for export activity," ZEW Discussion Papers 10-071, ZEW - Leibniz Centre for European Economic Research.
    51. Claudia M. Buch & Jörg Döpke & Harald Strotmann, 2009. "Does Export Openness Increase Firm‐level Output Volatility?," The World Economy, Wiley Blackwell, vol. 32(4), pages 531-551, April.
    52. Sterlacchini, Alessandro, 1999. "Do innovative activities matter to small firms in non-R&D-intensive industries? An application to export performance," Research Policy, Elsevier, vol. 28(8), pages 819-832, November.
    53. Cohen, Wesley M & Levin, Richard C & Mowery, David C, 1987. "Firm Size and R&D Intensity: A Re-examination," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 543-565, June.
    54. Greenaway, David & Kneller, Richard, 2008. "Exporting, productivity and agglomeration," European Economic Review, Elsevier, vol. 52(5), pages 919-939, July.
    55. Burgess, Simon & Lane, Julia & Stevens, David, 2001. "Churning dynamics: an analysis of hires and separations at the employer level," Labour Economics, Elsevier, vol. 8(1), pages 1-14, January.
    56. Romero, Isidoro & Martínez-Román, Juan A., 2012. "Self-employment and innovation. Exploring the determinants of innovative behavior in small businesses," Research Policy, Elsevier, vol. 41(1), pages 178-189.
    57. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    58. Francesco Bogliacino, 2014. "Innovation and employment: A firm level analysis with European R&D Scoreboard data," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 15(2), pages 141-154.
    59. 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.
    60. Marco Vivarelli, 2015. "Innovation and employment," IZA World of Labor, Institute of Labor Economics (IZA), pages 154-154, May.
    61. Mariacristina Piva & Marco Vivarelli, 2005. "Innovation and Employment: Evidence from Italian Microdata," Journal of Economics, Springer, vol. 86(1), pages 65-83, October.
    62. 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.
    63. Brouwer, Erik & Kleinknecht, Alfred & Reijnen, Jeroen O N, 1993. "Employment Growth and Innovation at the Firm Level," Journal of Evolutionary Economics, Springer, vol. 3(2), pages 153-159, May.
    64. Bogliacino, Francesco & Piva, Mariacristina & Vivarelli, Marco, 2012. "R&D and employment: An application of the LSDVC estimator using European microdata," Economics Letters, Elsevier, vol. 116(1), pages 56-59.
    65. Dirk Czarnitzki & Julie Delanote, 2013. "Young Innovative Companies: the new high-growth firms?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(5), pages 1315-1340, October.
    66. Stefan Lachenmaier & Ludger Wößmann, 2006. "Does innovation cause exports? Evidence from exogenous innovation impulses and obstacles using German micro data," Oxford Economic Papers, Oxford University Press, vol. 58(2), pages 317-350, April.
    67. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
    68. Bogliacino, Francesco & Piva, Mariacristina & Vivarelli, Marco, 2011. "R&D and Employment: Some Evidence from European Microdata," IZA Discussion Papers 5908, Institute of Labor Economics (IZA).
    69. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    70. 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.
    71. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    72. Werner Hölzl, 2009. "Is the R&D behaviour of fast-growing SMEs different? Evidence from CIS III data for 16 countries," Small Business Economics, Springer, vol. 33(1), pages 59-75, June.
    73. Andrew B. Abel & Avinash K. Dixit & Janice C. Eberly & Robert S. Pindyck, 1996. "Options, the Value of Capital, and Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 753-777.
    74. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    75. Daniel Baumgarten, 2015. "International trade and worker flows: empirical evidence for Germany," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 151(3), pages 589-608, August.
    76. Wakelin, Katharine, 1998. "Innovation and export behaviour at the firm level," Research Policy, Elsevier, vol. 26(7-8), pages 829-841, April.
    77. 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.
    78. Michael Bleaney & Katharine Wakelin, 2002. "Efficiency, innovation and exports," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(1), pages 3-15, February.
    79. 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.
    80. Ada Leiponen, 2000. "Competencies, Innovation And Profitability Of Firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(1), pages 1-24.
    81. repec:iza:izawol:journl:y:2015:p:154 is not listed on IDEAS
    82. Martin Falk, 2012. "Quantile estimates of the impact of R&D intensity on firm performance," Small Business Economics, Springer, vol. 39(1), pages 19-37, July.
    83. Takehiko Yasuda, 2005. "Firm Growth, Size, Age and Behavior in Japanese Manufacturing," Small Business Economics, Springer, vol. 24(1), pages 1-15, December.
    84. Del Monte, Alfredo & Papagni, Erasmo, 2003. "R&D and the growth of firms: empirical analysis of a panel of Italian firms," Research Policy, Elsevier, vol. 32(6), pages 1003-1014, June.
    85. Geroski, P A, 1990. "Innovation, Technological Opportunity, and Market Structure," Oxford Economic Papers, Oxford University Press, vol. 42(3), pages 586-602, July.
    86. Flaig, Gebhard & Stadler, Manfred, 1994. "Success Breeds Success. The Dynamics of the Innovation Process," Empirical Economics, Springer, vol. 19(1), pages 55-68.
    87. Marco Vivarelli, 1995. "The Economics of Technology and Employment," Books, Edward Elgar Publishing, number 458.
    88. 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.
    89. Wesley M. Cohen & Richard C. Levin & David C. Mowery, 1987. "Firm Size and R&D Intensity: A Re-Examination," NBER Working Papers 2205, National Bureau of Economic Research, Inc.
    90. Forsman, Helena, 2011. "Innovation capacity and innovation development in small enterprises. A comparison between the manufacturing and service sectors," Research Policy, Elsevier, vol. 40(5), pages 739-750, June.
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    More about this item

    Keywords

    Exports; R&D; Firm growth; Worker flows;
    All these keywords.

    JEL classification:

    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • M51 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Firm Employment Decisions; Promotions
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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