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The effect of financial constraints, absorptive capacity and complementarities on the adoption of multiple process technologies

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  • Gomez, Jaime
  • Vargas, Pilar

Abstract

This paper investigates the factors affecting the multiple adoption of new process technologies in manufacturing. We focus our attention on the effect of both financial resources and absorptive capacity on the decision to introduce the technology. We argue in favour of a negative effect of financial constraints and provide reasons for a differential effect of internal and external R&D on innovation adoption. Additionally, the methodology allows us to consider the possible complementarities arising when firms adopt several new process technologies. Our results show that financial constraints are dependent on the technology analyzed, whereas only internal R&D investments are strong predictors of adoption. We are also able to present evidence that the three technologies analyzed (numerically controlled machines, computer aided design and robotics) are, to some extent, complementary.

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  • Gomez, Jaime & Vargas, Pilar, 2009. "The effect of financial constraints, absorptive capacity and complementarities on the adoption of multiple process technologies," Research Policy, Elsevier, vol. 38(1), pages 106-119, February.
  • Handle: RePEc:eee:respol:v:38:y:2009:i:1:p:106-119
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    1. Romeo, Anthony A, 1977. "The Rate of Imitation of a Capital-Embodied Process Innovation," Economica, London School of Economics and Political Science, vol. 44(173), pages 63-69, February.
    2. Stoneman, Paul & Kwon, Myung-Joong, 1994. "The Diffusion of Multiple Process Technologies," Economic Journal, Royal Economic Society, vol. 104(423), pages 420-431, March.
    3. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    4. Sunil Sharma, 1992. "Behind the Diffusion Curve: An Analysis of ATM Adoption," UCLA Economics Working Papers 686, UCLA Department of Economics.
    5. Cohen, Wesley M. & Levin, Richard C., 1989. "Empirical studies of innovation and market structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 18, pages 1059-1107, Elsevier.
    6. Sharon Oster, 1982. "The Diffusion of Innovation among Steel Firms: The Basic Oxygen Furnace," Bell Journal of Economics, The RAND Corporation, vol. 13(1), pages 45-56, Spring.
    7. Eleonora Bartoloni & Maurizio Baussola, 2001. "The Determinants of Technology Adoption in Italian Manufacturing Industries," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 19(3), pages 305-328, November.
    8. Buzzacchi, Luigi & Colombo, Massimo G. & Mariotti, Sergio, 1995. "Technological regimes and innovation in services: the case of the Italian banking industry," Research Policy, Elsevier, vol. 24(1), pages 151-168, January.
    9. Stoneman, P, 1981. "Intra-Firm Diffusion, Bayesian Learning and Profitability," Economic Journal, Royal Economic Society, vol. 91(362), pages 375-388, June.
    10. Jensen, Richard, 1988. "Information capacity and innovation adoption," International Journal of Industrial Organization, Elsevier, vol. 6(3), pages 335-350.
    11. Nancy L. Rose & Paul L. Joskow, 1990. "The Diffusion of New Technologies: Evidence from the Electric Utility Industry," RAND Journal of Economics, The RAND Corporation, vol. 21(3), pages 354-373, Autumn.
    12. Jennifer F. Reinganum, 1981. "Market Structure and the Diffusion of New Technology," Bell Journal of Economics, The RAND Corporation, vol. 12(2), pages 618-624, Autumn.
    13. Lal, K., 1999. "Determinants of the adoption of Information Technology: a case study of electrical and electronic goods manufacturing firms in India," Research Policy, Elsevier, vol. 28(7), pages 667-680, September.
    14. Dorothy Leonard-Barton & Isabelle Deschamps, 1988. "Managerial Influence in the Implementation of New Technology," Management Science, INFORMS, vol. 34(10), pages 1252-1265, October.
    15. Pilar Beneito, 2001. "R&D productivity and spillovers at the firms level: evidence from Spanish panel data," Investigaciones Economicas, Fundación SEPI, vol. 25(2), pages 289-313, May.
    16. Brian L. Dos Santos & Ken Peffers, 1995. "Rewards to Investors in Innovative Information Technology Applications: First Movers and Early Followers in ATMs," Organization Science, INFORMS, vol. 6(3), pages 241-259, June.
    17. Thomas Åstebro, 2004. "Sunk Costs and the Depth and Probability of Technology Adoption," Journal of Industrial Economics, Wiley Blackwell, vol. 52(3), pages 381-399, September.
    18. Herman C. Quirmbach, 1986. "The Diffusion of New Technology and the Market for an Innovation," RAND Journal of Economics, The RAND Corporation, vol. 17(1), pages 33-47, Spring.
    19. Thomas Åstebro, 2002. "Noncapital Investment Costs and the Adoption of CAD and CNC in U.S. Metalworking Industries," RAND Journal of Economics, The RAND Corporation, vol. 33(4), pages 672-688, Winter.
    20. Hannan, Timothy H & McDowell, John M, 1984. "Market Concentration and the Diffusion of New Technology in the Banking Industry," The Review of Economics and Statistics, MIT Press, vol. 66(4), pages 686-691, November.
    21. 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.
    22. Kaushalesh Lal, 2007. "E-business and Manufacturing Sector: A Study of Small and Medium-sized Enterprises in India," Palgrave Macmillan Books, in: Information and Communication Technologies in the Context of Globalization, chapter 2, pages 16-33, Palgrave Macmillan.
    23. Massoud Karshenas & Paul L. Stoneman, 1993. "Rank, Stock, Order, and Epidemic Effects in the Diffusion of New Process Technologies: An Empirical Model," RAND Journal of Economics, The RAND Corporation, vol. 24(4), pages 503-528, Winter.
    24. Stoneman, Paul & Diederen, Paul, 1994. "Technology Diffusion and Public Policy," Economic Journal, Royal Economic Society, vol. 104(425), pages 918-930, July.
    25. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    26. Alessandra Canepa & Paul Stoneman, 2005. "Financing Constraints in the Inter Firm Diffusion of New Process Technologies," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 159-169, January.
    27. Stoneman, Paul & Kwon, Myung Joong, 1996. "Technology Adoption and Firm Profitability," Economic Journal, Royal Economic Society, vol. 106(437), pages 952-962, July.
    28. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
    29. Baldwin, John & Lin, Zhengxi, 2002. "Impediments to advanced technology adoption for Canadian manufacturers," Research Policy, Elsevier, vol. 31(1), pages 1-18, January.
    30. Timothy H. Hannan & John M. McDowell, 1984. "The Determinants of Technology Adoption: The Case of the Banking Firm," RAND Journal of Economics, The RAND Corporation, vol. 15(3), pages 328-335, Autumn.
    31. Fuentelsaz, Lucio & Gomez, Jaime & Polo, Yolanda, 2003. "Intrafirm diffusion of new technologies: an empirical application," Research Policy, Elsevier, vol. 32(4), pages 533-551, April.
    32. Swamidass, Paul M., 2003. "Modeling the adoption rates of manufacturing technology innovations by small US manufacturers: a longitudinal investigation," Research Policy, Elsevier, vol. 32(3), pages 351-366, March.
    33. James Riedel, 1975. "The nature and determinants of export-oriented direct foreign investment in a developing country: A case study of Taiwan," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 111(3), pages 505-528, September.
    34. Colombo, Massimo G & Mosconi, Rocco, 1995. "Complementarity and Cumulative Learning Effects in the Early Diffusion of Multiple Technologies," Journal of Industrial Economics, Wiley Blackwell, vol. 43(1), pages 13-48, March.
    35. Beneito, Pilar, 2003. "Choosing among alternative technological strategies: an empirical analysis of formal sources of innovation," Research Policy, Elsevier, vol. 32(4), pages 693-713, April.
    36. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    37. Baptista, Rui, 2000. "Do innovations diffuse faster within geographical clusters?," International Journal of Industrial Organization, Elsevier, vol. 18(3), pages 515-535, April.
    38. Levin, Sharon G & Levin, Stanford L & Meisel, John B, 1987. "A Dynamic Analysis of the Adoption of a New Technology: The Case of Optical Scanners," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 12-17, February.
    39. Romeo, Anthony A, 1975. "Interindustry and Interfirm Differences in the Rate of Diffusion of an Innovation," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 311-319, August.
    40. Spyros Arvanitis & Heinz Hollenstein, 2001. "The Determinants Of The Adoption Of Advanced Manufacturing Technology," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(5), pages 377-414.
    41. Edwin Mansfield & John Rapoport & Jerome Schnee & Samuel Wagner & Michael Hamburger, 1971. "Research and Innovation in the Modern Corporation," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-01639-6, March.
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