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Innovation patterns in firms and intra-industry heterogeneity empirical evidence from Turkey

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  • Alp Eren Yurtseven

    (Scientific and Technological Research Council of Turkey)

  • Mehmet Teoman Pamukçu

    (Middle East Technical University)

Abstract

This paper aims to explore sector-level sources of intra-industry heterogeneity of innovation patterns among Turkish firms. We constructed a taxonomy of innovative firms and explored the different modes of innovation. We then analyzed the sector-level determinants of intra-industry heterogeneity. Analysis results indicate that groups of firms within the same sector that display distinct innovation characteristics and firm’s resource position, knowledge base, and cooperation behavior have a bearing on firms’ innovative characteristics. Furthermore, our analysis shows that variables related to variety generation within a sector increase heterogeneity. In contrast, larger average firm size or concentration of firms that belong to a group reduces heterogeneity in that sector. Our analysis results show that firms with distinct innovative characteristics populate the sectors. Therefore, sectoral innovation policies should target specific groups rather than emphasizing innovation typologies based on vague abstractions. Moreover, heterogeneity of innovative behavior can be a risk-mitigation tool to control the adverse effects of path dependency and lock-in.

Suggested Citation

  • Alp Eren Yurtseven & Mehmet Teoman Pamukçu, 2022. "Innovation patterns in firms and intra-industry heterogeneity empirical evidence from Turkey," Evolutionary and Institutional Economics Review, Springer, vol. 19(2), pages 645-679, September.
    • Handle: RePEc:spr:eaiere:v:19:y:2022:i:2:d:10.1007_s40844-022-00236-6
    DOI: 10.1007/s40844-022-00236-6
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    as
    1. Nishimura, Kiyohiko G. & Nakajima, Takanobu & Kiyota, Kozo, 2005. "Does the natural selection mechanism still work in severe recessions?: Examination of the Japanese economy in the 1990s," Journal of Economic Behavior & Organization, Elsevier, vol. 58(1), pages 53-78, September.
    2. Malerba, Franco, 1992. "Learning by Firms and Incremental Technical Change," Economic Journal, Royal Economic Society, vol. 102(413), pages 845-859, July.
    3. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    4. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    5. Flora Bellone & Patrick Musso & Lionel Nesta & Michel Quere, 2010. "Market Selection Along the Firm Life Cycle," Chapters, in: Jean-Luc Gaffard & Evens Salies (ed.), Innovation, Economic Growth and the Firm, chapter 5, Edward Elgar Publishing.
    6. Xiaowei Luo & Lina Deng, 2009. "Do Birds of a Feather Flock Higher? The Effects of Partner Similarity on Innovation in Strategic Alliances in Knowledge‐Intensive Industries," Journal of Management Studies, Wiley Blackwell, vol. 46(6), pages 1005-1030, September.
    7. Audretsch, David B, 1997. "Technological Regimes, Industrial Demography and the Evolution of Industrial Structures," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 6(1), pages 49-82.
    8. Giovanni Dosi, 2008. "Statistical Regularities in the Evolution of Industries. A Guide through Some Evidence and Challenges for the Theory," L'industria, Società editrice il Mulino, issue 2, pages 185-220.
    9. Bettina Peters, 2009. "Persistence of innovation: stylised facts and panel data evidence," The Journal of Technology Transfer, Springer, vol. 34(2), pages 226-243, April.
    10. Winter, Sidney G., 1984. "Schumpeterian competition in alternative technological regimes," Journal of Economic Behavior & Organization, Elsevier, vol. 5(3-4), pages 287-320.
    11. Peneder, Michael, 2010. "Technological regimes and the variety of innovation behaviour: Creating integrated taxonomies of firms and sectors," Research Policy, Elsevier, vol. 39(3), pages 323-334, April.
    12. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    13. Archibugi, Daniele & Cesaratto, Sergio & Sirilli, Giorgio, 1991. "Sources of innovative activities and industrial organization in Italy," Research Policy, Elsevier, vol. 20(4), pages 299-313, August.
    14. Eric Bartelsman & Stefano Scarpetta & Fabiano Schivardi, 2005. "Comparative analysis of firm demographics and survival: evidence from micro-level sources in OECD countries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(3), pages 365-391, June.
    15. Castellacci, Fulvio, 2008. "Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation," Research Policy, Elsevier, vol. 37(6-7), pages 978-994, July.
    16. Hodgson, Geoffrey M. & Knudsen, Thorbjorn, 2006. "Why we need a generalized Darwinism, and why generalized Darwinism is not enough," Journal of Economic Behavior & Organization, Elsevier, vol. 61(1), pages 1-19, September.
    17. Martin Woerter, 2009. "Industry diversity and its impact on the innovation performance of firms," Journal of Evolutionary Economics, Springer, vol. 19(5), pages 675-700, October.
    18. Flora Bellone & Patrick Musso & Lionel Nesta & Michel Quéré, 2008. "Market Selection Along the Firm Life Cycle," Post-Print halshs-00721063, HAL.
    19. Saviotti, P P & Mani, G S, 1995. "Competition, Variety and Technological Evolution: A Replicator Dynamics Model," Journal of Evolutionary Economics, Springer, vol. 5(4), pages 369-392, December.
    20. Daniel Holbrook & Wesley M. Cohen & David A. Hounshell & Steven Klepper, 2000. "The nature, sources, and consequences of firm differences in the early history of the semiconductor industry," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1017-1041, October.
    21. Cohen, Wesley M & Klepper, Steven, 1992. "The Tradeoff between Firm Size and Diversity in the Pursuit of Technological Progress," Small Business Economics, Springer, vol. 4(1), pages 1-14, March.
    22. Sidney G. Winter, 1971. "Satisficing, Selection, and the Innovating Remnant," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 85(2), pages 237-261.
    23. 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.
    24. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and Sustainability of Competitive Advantage," Management Science, INFORMS, vol. 35(12), pages 1504-1511, December.
    25. Linzer, Drew A. & Lewis, Jeffrey B., 2011. "poLCA: An R Package for Polytomous Variable Latent Class Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i10).
    26. Raphael Amit & Paul J. H. Schoemaker, 1993. "Abstract," Strategic Management Journal, Wiley Blackwell, vol. 14(1), pages 33-46, January.
    27. Jay B. Barney, 1986. "Strategic Factor Markets: Expectations, Luck, and Business Strategy," Management Science, INFORMS, vol. 32(10), pages 1231-1241, October.
    28. Morlacchi, Piera & Martin, Ben R., 2009. "Emerging challenges for science, technology and innovation policy research: A reflexive overview," Research Policy, Elsevier, vol. 38(4), pages 571-582, May.
    29. Eduardo Pol & Peter Carroll & Paul Robertson, 2002. "A New Typology for Economic Sectors with a view to Policy Implications," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(1), pages 61-76.
    30. Malerba, Franco & Orsenigo, Luigi, 1995. "Schumpeterian Patterns of Innovation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 47-65, February.
    31. Gerald Silverberg & Giovanni Dosi & Luigi Orsenigo, 2000. "Innovation, Diversity and Diffusion: A Self-Organisation Model," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 14, pages 410-432, Edward Elgar Publishing.
    32. 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.
    33. Rinaldo Evangelista, 2000. "Sectoral Patterns Of Technological Change In Services," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(3), pages 183-222.
    34. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    35. Donna Marie DeCarolis & David L. Deeds, 1999. "The impact of stocks and flows of organizational knowledge on firm performance: an empirical investigation of the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 20(10), pages 953-968, October.
    36. Orietta Marsili & Bart Verspagen, 2002. "Technology and the dynamics of industrial structures: an empirical mapping of Dutch manufacturing," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 791-815, August.
    37. Leiponen, Aija & Drejer, Ina, 2007. "What exactly are technological regimes?: Intra-industry heterogeneity in the organization of innovation activities," Research Policy, Elsevier, vol. 36(8), pages 1221-1238, October.
    38. Hollenstein, Heinz, 2003. "Innovation modes in the Swiss service sector: a cluster analysis based on firm-level data," Research Policy, Elsevier, vol. 32(5), pages 845-863, May.
    39. Cohen, Wesley M & Malerba, Franco, 2001. "Is the Tendency to Variation a Chief Cause of Progress?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(3), pages 587-608, September.
    40. Martin Srholec & Bart Verspagen, 2012. "The Voyage of the Beagle into innovation: explorations on heterogeneity, selection, and sectors," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(5), pages 1221-1253, October.
    41. de Jong, Jeroen P.J. & Marsili, Orietta, 2006. "The fruit flies of innovations: A taxonomy of innovative small firms," Research Policy, Elsevier, vol. 35(2), pages 213-229, March.
    42. Daniele Archibugi, 2001. "Pavitt'S Taxonomy Sixteen Years On: A Review Article," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(5), pages 415-425.
    43. Gérard Ballot & Erol Taymaz, 1999. "Technological Change, Learning and Macro-Economic Coordination: an Evolutionary Model," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 2(2), pages 1-3.
    44. Aija Leiponen & Constance E. Helfat, 2010. "Innovation objectives, knowledge sources, and the benefits of breadth," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 224-236, February.
    45. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    46. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    47. Laranja, Manuel & Uyarra, Elvira & Flanagan, Kieron, 2008. "Policies for science, technology and innovation: Translating rationales into regional policies in a multi-level setting," Research Policy, Elsevier, vol. 37(5), pages 823-835, June.
    48. Nicolai J. Foss, 1996. "Knowledge-Based Approaches to the Theory of the Firm: Some Critical Comments," Organization Science, INFORMS, vol. 7(5), pages 470-476, October.
    49. Erol Taymaz, 2005. "Are Small Firms Really Less Productive?," Small Business Economics, Springer, vol. 25(5), pages 429-445, December.
    50. Lui, Steven S. & Ngo, Hang-yue & Hon, Alice H.Y., 2006. "Coercive strategy in interfirm cooperation: Mediating roles of interpersonal and interorganizational trust," Journal of Business Research, Elsevier, vol. 59(4), pages 466-474, April.
    51. 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.
    52. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and the Sustainability of Competitive Advantage: Reply," Management Science, INFORMS, vol. 35(12), pages 1514-1514, December.
    53. Ulrich Witt, 2008. "What is specific about evolutionary economics?," Journal of Evolutionary Economics, Springer, vol. 18(5), pages 547-575, October.
    54. Richard P. Rumelt, 1991. "How much does industry matter?," Strategic Management Journal, Wiley Blackwell, vol. 12(3), pages 167-185, March.
    55. Audretsch, David B & Mahmood, Talat, 1994. "Firm Selection and Industry Evolution: The Post-entry Performance of New Firms," Journal of Evolutionary Economics, Springer, vol. 4(3), pages 243-260, September.
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    More about this item

    Keywords

    Innovation patterns; Intra-industry heterogeneity; Firm taxonomy;
    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
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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