Journal of Evolutionary Economics

, Volume 23, Issue 1, pp 77–96 | Cite as

Complexity and technological change: knowledge interactions and firm level total factor productivity

Regular Article

Abstract

The analysis of social interactions as drivers of economic dynamics represents a growing field within the economics of complexity. Social interactions are a specific form of interdependence whereby the changes in the behavior of other agents affect utility functions for households and production functions for producers. In this paper, we apply the general concept of social interactions to the area of the economics of innovation and we articulate the view that knowledge interactions play a central role in the generation of new technological knowledge so that innovation becomes the emergent property of a system, rather than the product of individual actions. In particular, we articulate and test the hypothesis that different layers of knowledge interactions play a crucial role in determining the rate of technological change that each firm is able to introduce. The paper presents an empirical analysis of firm level total factor productivity (TFP) for a sample of 7,020 Italian manufacturing companies observed during the years 1996–2005. This will enable us to identify the distinctive role of regional, inter-industrial and localized intra-industrial knowledge interactions as distinctive and significant determinants, together with internal research and innovation efforts, of changes in firm level TFP.

Keywords

External knowledge Social interactions Complexity Total factor productivity 

JEL Classification

O31 O33 L22 

Notes

Acknowledgements

The authors acknowledge the financial support of the European Union D.G. Research with the Grant number 266959 to the research project ‘Policy Incentives for the Creation of Knowledge: Methods and Evidence’ (PICK-ME), within the context Cooperation Program / Theme 8 / Socio-economic Sciences and Humanities (SSH) in progress at the Collegio Carlo Alberto and the University of Torino, and the research assistance provided by Federico Caviggioli. Giuseppe Scellato acknowledges the funding of the Politecnico di Torino. Both authors acknowledge the comments of two anonymous referees and of the editor.

References

  1. Aghion P, Blundell R, Griffith R, Howitt P, Prantl S (2004) Entry and productivity growth: evidence from microlevel panel data. J Eur Econ Assoc 2:265–276CrossRefGoogle Scholar
  2. Antonelli C (2007) The system dynamics of collective knowledge: from gradualism and saltationism to punctuated change. J Econ Behav Organ 62:215–236CrossRefGoogle Scholar
  3. Antonelli C (2008a) Localized technological change. Towards the economics of complexity. Routledge, LondonCrossRefGoogle Scholar
  4. Antonelli C (2008b) Pecuniary knowledge externalities: the convergence of directed technological change and the emergence of innovation systems. Ind Corp Chang 17:1049–1070CrossRefGoogle Scholar
  5. Antonelli C (ed) (2011) Handbook on the economic complexity of technological change. Edward Elgar, CheltenhamGoogle Scholar
  6. Antonelli C, Scellato G (2011) Out of equilibrium profits and innovation. Econ Innov N Technol 20:405–421CrossRefGoogle Scholar
  7. Arrow KJ (1962) Economic welfare and the allocation of resources for invention. In: Nelson RR (ed) The rate and direction of inventive activity: Economic and social factors. Princeton University Press for N.B.E.R, Princeton, pp 609–625Google Scholar
  8. Arthur WB (2009) The nature of technology. The Free Press, New YorkGoogle Scholar
  9. Arthur WB, Durlauf SN, Lane DA (1997) Introduction. In: Arthur WB, Durlauf SN, Lane DA (eds) The economy as an evolving complex system II. Addison-Wesley, Reading, p 14Google Scholar
  10. Audretsch DB, Feldman M (1996) Spillovers and the geography of innovation and production. Am Econ Rev 86:630–640Google Scholar
  11. Becker G (1991) A note on restaurant pricing and other examples of social influences on price. J Polit Econ 99:1109–1116CrossRefGoogle Scholar
  12. Boschma RA (2005) Proximity and innovation: a critical assessment. Reg Stud 39:61–74CrossRefGoogle Scholar
  13. Breschi S, Lissoni F (2003) Knowledge spillovers and local innovation systems: a critical survey. Ind Corp Chang 10:975–1005CrossRefGoogle Scholar
  14. Cincera M (1997) Patents R&D and technological spillovers at the firm level: some evidence from econometric count models for panel data. J Appl Econ 12:265–280CrossRefGoogle Scholar
  15. Cohen WM, Levinthal DA (1990) Absorptive capacity: a new perspective on learning and innovation. Adm Sci Q 35:128–152CrossRefGoogle Scholar
  16. David PA (1993) Knowledge property and the system dynamics of technological change. In: Proceedings of the world bank annual conference on development economics. The World Bank, WashingtonGoogle Scholar
  17. Duguet E (2007) Innovation height spillovers and TFP growth at the firm level: evidence from French manufacturing. Econ Innov N Technol 15:415–442CrossRefGoogle Scholar
  18. Durlauf SN (2005) Complexity and empirical economics. Econ J 115:225–243CrossRefGoogle Scholar
  19. Fleming L, Sorenson O (2001) Technology as a complex adaptive system: evidence from patent data. Res Policy 30:1019–1039CrossRefGoogle Scholar
  20. Fransman M (2010) The new ICT ecosystem. Implications for policy and regulation. Cambridge University Press, CambridgeCrossRefGoogle Scholar
  21. Frenken K (2006) Technological innovation and complexity theory. Econ Innov N Technol 15:137–155CrossRefGoogle Scholar
  22. Gehringer A (2011) Pecuniary knowledge externalities and innovation: intersectoral linkages and their effects beyond technological spillovers. Econ Innov N Technol 20:495–515CrossRefGoogle Scholar
  23. Glaeser E, Scheinkman JA (2000) Non-market interactions, NBER Working Paper Series 8053Google Scholar
  24. Glaeser E, Sacerdote B, Scheinkman JA (1996) Crime and social interactions. Q J Econ 109:507–548CrossRefGoogle Scholar
  25. Griliches Z (1957) Hybrid corn: An exploration in the economics of technological change. Econometrica 25:501–522CrossRefGoogle Scholar
  26. Griliches Z (1992) The search for R&D spillovers. Scand J Econ 94:29–47CrossRefGoogle Scholar
  27. Guiso L, Schivardi F (2007) Spillovers in industrial districts. Econ J 117:68–93CrossRefGoogle Scholar
  28. Hanusch H, Pyka A (2007) Principles of Neo-Schumpeterian economics. Camb J Econ 31:275–289CrossRefGoogle Scholar
  29. Hayek FA (1945) The use of knowledge in society. Am Econ Rev 35:519–530Google Scholar
  30. Henderson JV (1997) Externalities and industrial development. J Urban Econ 42:449–470CrossRefGoogle Scholar
  31. Jacobs J (1969) The economy of cities. Jonathan Cape, LondonGoogle Scholar
  32. Jaffe AB (1986) Technological opportunity and spillover of R&D: evidence from firms’ patents, profits and market value. Am Econ Rev 79:985–1001Google Scholar
  33. Jaffe AB, Trajtenberg M, Henderson RM (1993) Geographic localization of knowledge spillovers as evidenced by patent citations. Q J Econ 108:577–598CrossRefGoogle Scholar
  34. Jones BF (2009) The burden of knowledge and the death of the renaissance man: is innovation getting harder? Rev Econ Stud 76:283–317CrossRefGoogle Scholar
  35. Katz ML, Shapiro C (1986) Technology adoption in the presence of network externalities. J Polit Econ 94:822–841CrossRefGoogle Scholar
  36. Lane DA, Maxfield R (1997) Foresight complexity and strategy. In: Arthur WB, Durlauf SN, Lane DA (eds) The economy as an evolving complex system II. Westview Press, Santa Fe, pp 169–198Google Scholar
  37. Lane DA et al. (2009) Complexity perspectives in innovation and social change. Springer, BerlinCrossRefGoogle Scholar
  38. Lundvall B (1988) Innovation as an interactive process: from user-producer interaction to the national system of innovation. In: Dosi G et al. (eds) Technical change and economic theory. Frances Pinter, London, pp 349–369Google Scholar
  39. Mairesse J, Cuneo P (1985) Recherche-development et performances des entreprises: Une etude econometrique sur donnees individuelles. Rech Econ 36:100–141Google Scholar
  40. Mansfield E, Schwartz M, Wagner S (1981) Imitation costs and patents: an empirical study. Econ J 91:907–918CrossRefGoogle Scholar
  41. Manski CF (2000) Economic analysis of social interactions. J Econ Perspect 14:115–136CrossRefGoogle Scholar
  42. Manski CF (2003) Identification problems in the social sciences and everyday life. South Econ J 70:11–21CrossRefGoogle Scholar
  43. Nelson RR (1959) The simple economics of basic scientific research. J Polit Econ 67:297–306CrossRefGoogle Scholar
  44. Schumpeter JA (1947) The creative response in economic history. J Econ Hist 7:149–159Google Scholar
  45. Scitovsky T (1954) Two concepts of external economies. J Polit Econ 62:143–151CrossRefGoogle Scholar
  46. Von Hippel E (1998) Economies of product development by users: the impact of “sticky” local information. Manag Sci 44:629–644CrossRefGoogle Scholar
  47. Von Hippel V (1976) The dominant role of users in the scientific instrument innovation process. Res Policy 5:212–239CrossRefGoogle Scholar
  48. Weitzman ML (1996) Hybridizing growth theory. Am Econ Rev 86:207–212Google Scholar
  49. Weitzman ML (1998) Recombinant growth. Q J Econ 113:331–360CrossRefGoogle Scholar
  50. Winter SG (1984) Schumpeterian competition in alternative technological regimes. J Econ Behav Organ 5:287–320CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  1. 1.Dipartimento di EconomiaUniversità di TorinoTorinoItaly
  2. 2.BRICK (Bureau of Research in Innovation, Complexity, Knowledge)Collegio Carlo AlbertoMoncalieriItaly
  3. 3.DIGEPPolitecnico di TorinoTorinoItaly

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