IDEAS home Printed from https://ideas.repec.org/a/spr/eurasi/v10y2020i1d10.1007_s40821-019-00129-6.html
   My bibliography  Save this article

Innovation, industry and firm age: are there new knowledge production functions?

Author

Listed:
  • Gabriele Pellegrino

    (EPFL (École Polytechnique Fédérale De Lausanne), CDM ITPP IIPP, ODY 2 01.1 (Odyssea))

  • Mariacristina Piva

    (Università Cattolica del Sacro Cuore)

Abstract

In this paper we investigate how the knowledge production function is at work in different industrial sectors comparing mature and young companies in Italy. We estimate a two-step model using community innovation survey data. We provide evidence that young firms are particularly effective in translating R&D into product innovation in ‘entrepreneurial sectors’ (especially in services where it is likely that capital requirements and experience are negligible), while mature companies turn out to be more effective in translating technological acquisitions (TAs) into process innovation in ‘routinized sectors’ (especially in low-tech manufacturing industries where the main strategy is cost reduction).

Suggested Citation

  • Gabriele Pellegrino & Mariacristina Piva, 2020. "Innovation, industry and firm age: are there new knowledge production functions?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(1), pages 65-95, March.
    • Handle: RePEc:spr:eurasi:v:10:y:2020:i:1:d:10.1007_s40821-019-00129-6
    DOI: 10.1007/s40821-019-00129-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40821-019-00129-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s40821-019-00129-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Areti Gkypali & Kostas Tsekouras, 2015. "Productive performance based on R&D activities of low-tech firms: an antecedent of the decision to export?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(8), pages 801-828, November.
    2. Winter, Sidney G., 1984. "Schumpeterian competition in alternative technological regimes," Journal of Economic Behavior & Organization, Elsevier, vol. 5(3-4), pages 287-320.
    3. Jacques Mairesse & Pierre Mohnen, 2005. "The Importance of R&D for Innovation: A Reassessment Using French Survey Data," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 183-197, January.
    4. Xulia González & Jordi Jaumandreu & Consuelo Pazo, 2005. "Barriers to Innovation and Subsidy Effectiveness," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 930-949, Winter.
    5. Reinhilde Veugelers & Michele Cincera & Rainer Frietsch & Torben Schubert & Christian Rammer & Anita Pelle & Andrea Renda & Carlos Montalvo & Jos Leijten, 2015. "The Impact of Horizon 2020 on Innovation in Europe," ULB Institutional Repository 2013/195949, ULB -- Universite Libre de Bruxelles.
    6. Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Small Business Economics, Springer, vol. 45(3), pages 465-485, October.
    7. Giovanni Dosi & Richard Nelson, 2013. "The Evolution of Technologies: An Assessment of the State-of-the-Art," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 3-46, June.
    8. Eric J. Bartelsman & John Haltiwanger & Stefano Scarpetta, 2004. "Microeconomic Evidence of Creative Destruction in Industrial and Developing Countries," Tinbergen Institute Discussion Papers 04-114/3, Tinbergen Institute.
    9. Andrea Conte & Marco Vivarelli, 2014. "Succeeding in innovation: key insights on the role of R&D and technological acquisition drawn from company data," Empirical Economics, Springer, vol. 47(4), pages 1317-1340, December.
    10. Javier Revilla Diez, 2000. "The Importance of Public Research Institutes in Innovative Networks-Empirical Results from the Metropolitan Innovation Systems Barcelona, Stockholm and Vienna," European Planning Studies, Taylor & Francis Journals, vol. 8(4), pages 451-463, August.
    11. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    12. Raquel Ortega‐Argilés & Mariacristina Piva & Marco Vivarelli, 2014. "The transatlantic productivity gap: Is R&D the main culprit?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 47(4), pages 1342-1371, November.
    13. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    14. 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.
    15. Areti Gkypali & Apostolos Rafailidis & Kostas Tsekouras, 2015. "Innovation and export performance: do young and mature innovative firms differ?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(2), pages 397-415, December.
    16. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
    17. Claudio A. Piga & Marco Vivarelli, 2004. "Internal and External R&D: A Sample Selection Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(4), pages 457-482, September.
    18. Jacques Mairesse & Pierre Mohnen, 2002. "Accounting for Innovation and Measuring Innovativeness: An Illustrative Framework and an Application," American Economic Review, American Economic Association, vol. 92(2), pages 226-230, May.
    19. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    20. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    21. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    22. Pellegrino, Gabriele & Piva, Mariacristina & Vivarelli, Marco, 2012. "Young firms and innovation: A microeconometric analysis," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 329-340.
    23. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    24. Andrea Vaona & Mario Pianta, 2008. "Firm Size and Innovation in European Manufacturing," Small Business Economics, Springer, vol. 30(3), pages 283-299, March.
    25. Bruce Tether, 2005. "Do Services Innovate (Differently)? Insights from the European Innobarometer Survey," Industry and Innovation, Taylor & Francis Journals, vol. 12(2), pages 153-184.
    26. McGuirk, Helen & Lenihan, Helena & Hart, Mark, 2015. "Measuring the impact of innovative human capital on small firms’ propensity to innovate," Research Policy, Elsevier, vol. 44(4), pages 965-976.
    27. Santamara, Llus & Nieto, Mara Jess & Barge-Gil, Andrs, 2009. "Beyond formal R&D: Taking advantage of other sources of innovation in low- and medium-technology industries," Research Policy, Elsevier, vol. 38(3), pages 507-517, April.
    28. Azele Mathieu & Bruno van Pottelsberghe de la Potterie, 2010. "A Note on the Drivers of R&D Intensity," Research in World Economy, Research in World Economy, Sciedu Press, vol. 1(1), pages 56-65, November.
    29. Levan Bzhalava & Uwe Cantner, 2018. "The journey towards open innovation: why do firms choose different routes?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 8(3), pages 245-265, September.
    30. Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(3, Specia), pages 783-832.
    31. Malerba, Franco & Orsenigo, Luigi, 2000. "Knowledge, Innovation Activities and Industrial Evolution," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(2), pages 289-313, June.
    32. Simona Iammarino & Mariacristina Piva & Marco Vivarelli & Nick Von Tunzelmann, 2012. "Technological Capabilities and Patterns of Innovative Cooperation of Firms in the UK Regions," Regional Studies, Taylor & Francis Journals, vol. 46(10), pages 1283-1301, November.
    33. Alexandre Cabagnols & Christian Bas, 2002. "Differences in the Determinants of Product and Process Innovations: The French Case," Palgrave Macmillan Books, in: Alfred Kleinknecht & Pierre Mohnen (ed.), Innovation and Firm Performance, chapter 6, pages 112-149, Palgrave Macmillan.
    34. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    35. Alex Coad, 2009. "The Growth of Firms," Books, Edward Elgar Publishing, number 13424.
    36. 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).
    37. Moncada-Paternò-Castello, Pietro & Ciupagea, Constantin & Smith, Keith & Tübke, Alexander & Tubbs, Mike, 2010. "Does Europe perform too little corporate R&D? A comparison of EU and non-EU corporate R&D performance," Research Policy, Elsevier, vol. 39(4), pages 523-536, May.
    38. Robert M. Salomon & J. Myles Shaver, 2005. "Learning by Exporting: New Insights from Examining Firm Innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 431-460, June.
    39. Narula, Rajneesh & Zanfei, Antonello, 2003. "The international dimension of innovation," Research Memorandum 010, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    40. Castellani, Davide & Piva, Mariacristina & Schubert, Torben & Vivarelli, Marco, 2019. "R&D and productivity in the US and the EU: Sectoral specificities and differences in the crisis," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 279-291.
    41. Cincera, Michele & Veugelers, Reinhilde, 2014. "Differences in the rates of return to R&D for European and US young leading R&D firms," Research Policy, Elsevier, vol. 43(8), pages 1413-1421.
    42. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    43. Fritsch, Michael & Franke, Grit, 2004. "Innovation, regional knowledge spillovers and R&D cooperation," Research Policy, Elsevier, vol. 33(2), pages 245-255, March.
    44. Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
    45. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    46. Giovanni Cerulli, 2010. "Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature," The Economic Record, The Economic Society of Australia, vol. 86(274), pages 421-449, September.
    47. Haeussler, Carolin & Patzelt, Holger & Zahra, Shaker A., 2012. "Strategic alliances and product development in high technology new firms: The moderating effect of technological capabilities," Journal of Business Venturing, Elsevier, vol. 27(2), pages 217-233.
    48. 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.
    49. Liu, Xiaohui & Buck, Trevor, 2007. "Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries," Research Policy, Elsevier, vol. 36(3), pages 355-366, April.
    50. Alfonso Expósito & Juan A. Sanchis-Llopis, 2019. "The relationship between types of innovation and SMEs’ performance: a multi-dimensional empirical assessment," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(2), pages 115-135, June.
    51. Danguy, Jérôme & van Pottelsberghe de la Potterie, Bruno, 2011. "Patent fees for a sustainable EU patent system," World Patent Information, Elsevier, vol. 33(3), pages 240-247, September.
    52. Petri Rouvinen, 2002. "Characteristics of product and process innovators: some evidence from the Finnish innovation survey," Applied Economics Letters, Taylor & Francis Journals, vol. 9(9), pages 575-580.
    53. Criscuolo, Paola & Nicolaou, Nicos & Salter, Ammon, 2012. "The elixir (or burden) of youth? Exploring differences in innovation between start-ups and established firms," Research Policy, Elsevier, vol. 41(2), pages 319-333.
    54. Mariko Sakakibara, 1997. "Heterogeneity Of Firm Capabilities And Cooperative Research And Development: An Empirical Examination Of Motives," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 143-164, July.
    55. Gkypali, Areti & Filiou, Despoina & Tsekouras, Kostas, 2017. "R&D collaborations: Is diversity enhancing innovation performance?," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 143-152.
    56. Koski, Heli, 2015. "Commercial success of innovation: the roles of R&D cooperation and firm age," ETLA Working Papers 30, The Research Institute of the Finnish Economy.
    57. Malerba, Franco & Orsenigo, Luigi, 1996. "The Dynamics and Evolution of Industries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 5(1), pages 51-87.
    58. David Audretsch & Agustí Segarra & Mercedes Teruel, 2014. "Why don't all young firms invest in R&D?," Small Business Economics, Springer, vol. 43(4), pages 751-766, December.
    59. García-Quevedo, José & Pellegrino, Gabriele & Vivarelli, Marco, 2014. "R&D drivers and age: Are young firms different?," Research Policy, Elsevier, vol. 43(9), pages 1544-1556.
    60. Ruttan, Vernon W, 1997. "Induced Innovation, Evolutionary Theory and Path Dependence:," Economic Journal, Royal Economic Society, vol. 107(444), pages 1520-1529, September.
    61. Parker, Simon C., 2008. "The economics of formal business networks," Journal of Business Venturing, Elsevier, vol. 23(6), pages 627-640, November.
    62. Alfred Kleinknecht & Pierre Mohnen (ed.), 2002. "Innovation and Firm Performance," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59588-0.
    63. Bruce Tether, 2003. "The sources and aims of innovation in services: Variety between and within sectors," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(6), pages 481-505.
    64. Cédric Schneider & Reinhilde Veugelers, 2010. "On young highly innovative companies: why they matter and how (not) to policy support them," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 969-1007, August.
    Full references (including those not matched with items on IDEAS)

    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. Pellegrino, Gabriele & Piva, Mariacristina & Vivarelli, Marco, 2012. "Young firms and innovation: A microeconometric analysis," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 329-340.
    2. Gabriele Pellegrino & Mariacristina Piva, 2014. "Do innovative inputs lead to different innovative outputs in mature and young firms?," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1497, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    3. Gabriele Pellegrino & Mariacristina Piva & Marco Vivarelli, 2015. "How do new entrepreneurs innovate?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(3), pages 323-341, September.
    4. Pellegrino, Gabriele & Piva, Mariacristina & Vivarelli, Marco, 2009. "How Do Young Innovative Companies Innovate?," IZA Discussion Papers 4301, Institute of Labor Economics (IZA).
    5. García-Quevedo, José & Pellegrino, Gabriele & Vivarelli, Marco, 2014. "R&D drivers and age: Are young firms different?," Research Policy, Elsevier, vol. 43(9), pages 1544-1556.
    6. Conte, Andrea & Vivarelli, Marco, 2005. "One or Many Knowledge Production Functions? Mapping Innovative Activity Using Microdata," IZA Discussion Papers 1878, Institute of Labor Economics (IZA).
    7. García-Quevedo, José & Pellegrino, Gabriele & Vivarelli, Marco, 2011. "R&D Drivers in Young Innovative Companies," IZA Discussion Papers 6136, Institute of Labor Economics (IZA).
    8. José García-Quevedo & Gabriele Pellegrino & Marco Vivarelli, 2011. "The determinants of YICs’ R&D activity," Working Papers 2011/31, Institut d'Economia de Barcelona (IEB).
    9. Andrea Conte & Marco Vivarelli, 2014. "Succeeding in innovation: key insights on the role of R&D and technological acquisition drawn from company data," Empirical Economics, Springer, vol. 47(4), pages 1317-1340, December.
    10. Mairesse, Jacques & Mohnen, Pierre, 2010. "Using Innovation Surveys for Econometric Analysis," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1129-1155, Elsevier.
    11. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    12. Gimenez-Fernandez, Elena M. & Sandulli, Francesco D. & Bogers, Marcel, 2020. "Unpacking liabilities of newness and smallness in innovative start-ups: Investigating the differences in innovation performance between new and older small firms," Research Policy, Elsevier, vol. 49(10).
    13. Koski, Heli, 2015. "Commercial success of innovation: the roles of R&D cooperation and firm age," ETLA Working Papers 30, The Research Institute of the Finnish Economy.
    14. José García-Quevedo & Gabriele Pellegrino & Marco Vivarelli, 2011. "The determinants of YIc's R&D activity," Working Papers XREAP2011-20, Xarxa de Referència en Economia Aplicada (XREAP), revised Dec 2011.
    15. Emanuele Giovannetti & Claudio Piga, 2023. "The multifaceted nature of cooperation for innovation, ICT and innovative outcomes: evidence from UK Microdata," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(3), pages 639-666, September.
    16. Bettina Peters & Rebecca Riley & Iulia Siedschlag & Priit Vahter & John McQuinn, 2018. "Internationalisation, innovation and productivity in services: evidence from Germany, Ireland and the United Kingdom," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(3), pages 585-615, August.
    17. Fulvio Castellacci, 2007. "Technological regimes and sectoral differences in productivity growth ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(6), pages 1105-1145, December.
    18. Vivarelli, Marco, 2018. "Globalisation, structural change and innovation in emerging economies: The impact on employment and skills," MERIT Working Papers 2018-037, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    19. Castellani, Davide & Piva, Mariacristina & Schubert, Torben & Vivarelli, Marco, 2019. "R&D and productivity in the US and the EU: Sectoral specificities and differences in the crisis," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 279-291.
    20. Vivarelli, Marco, 2014. "Structural Change and Innovation as Exit Strategies from the Middle Income Trap," IZA Discussion Papers 8148, Institute of Labor Economics (IZA).

    More about this item

    Keywords

    R&D; Technological acquisitions; Innovative outputs; Young innovative firms;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

    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:spr:eurasi:v:10:y:2020:i:1:d:10.1007_s40821-019-00129-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.