IDEAS home Printed from https://ideas.repec.org/p/fer/dpaper/389.html
   My bibliography  Save this paper

Technical Efficiency in an RD Intensive Industry: Finnish ICT Manufacturing

Author

Listed:
  • Berghäll, Elina

Abstract

Technical efficiency levels in Finnish ICT manufacturing are established by applying a stochastic frontier model and retrieving Method of Moments and Battese-Coelli efficiency measures to identify both permanent and time-varying efficiency levels, as well as determinants of inefficiency such as R&D investments. The sample is representative of almost half of corporate R&D in Finland in 1990-2003. Results show wide and surprisingly persistent disparities in technical efficiency, with the average firm enjoying only about half of the frontier firm's technical efficiency level. The rhetoric of Finland featuring on the global technology frontier is based on few firms. Most Finnish firms are constrained to catch-up with the frontier rather than advance it by means of innovation, implying inappropriateness of an innovation focus in policy. The persistence of efficiencies suggests that high risks involved in innovative activity account for only a share of productivity differences. There appear to be considerable permanent gaps between firms related e.g. to managerial and organisational efficiency.

Suggested Citation

  • Berghäll, Elina, 2006. "Technical Efficiency in an RD Intensive Industry: Finnish ICT Manufacturing," Discussion Papers 389, VATT Institute for Economic Research.
  • Handle: RePEc:fer:dpaper:389
    as

    Download full text from publisher

    File URL: https://www.doria.fi/handle/10024/148369
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    2. Peter, Klara Sabirianova & Svejnar, Jan & Terrell, Katherine, 2004. "Distance to the Efficiency Frontier and FDI Spillovers," IZA Discussion Papers 1332, Institute of Labor Economics (IZA).
    3. Cristiano Antonelli, 2006. "Diffusion as a Process of Creative Adoption," The Journal of Technology Transfer, Springer, vol. 31(2), pages 211-226, March.
    4. Christian Ritter & Léopold Simar, 1997. "Pitfalls of Normal-Gamma Stochastic Frontier Models," Journal of Productivity Analysis, Springer, vol. 8(2), pages 167-182, May.
    5. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    6. 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.
    7. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    8. Maliranta, Mika, 2001. "Productivity Growth and Micro-level Restructuring. Finnish experiences during the turbulent decades," Discussion Papers 757, The Research Institute of the Finnish Economy.
    9. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    10. Francesco Daveri & Olmo Silva, 2004. "Not only Nokia: what Finland tells us about new economy growth [‘The role of Nokia in the Finnish economy’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 19(38), pages 118-163.
    11. Frantz, Roger, 1992. "X-Efficiency and Allocative Efficiency: What Have We Learned?," American Economic Review, American Economic Association, vol. 82(2), pages 434-438, May.
    12. Richard E. Caves, 1992. "Industrial Efficiency in Six Nations," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262031930, April.
    13. Bernstein, Jeffrey I. & Mamuneas, Theofanis P., 2006. "R&D depreciation, stocks, user costs and productivity growth for US R&D intensive industries," Structural Change and Economic Dynamics, Elsevier, vol. 17(1), pages 70-98, January.
    14. Bosworth, D L, 1978. "The Rate of Obsolescence of Technical Knowledge-A Note," Journal of Industrial Economics, Wiley Blackwell, vol. 26(3), pages 273-279, March.
    15. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    16. Francesco Daveri & Olmo Silva, "undated". "Not Only Nokia," Working Papers 222, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    17. Paul Stoneman & Otto Toivanen, 2001. "The Impact of Revised Recommended Accounting Practices on R&D Reporting by UK Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(1), pages 123-136.
    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. Berghäll, Elina, 2006. "RD and Productivity Growth in Finnish ICT Manufacturing," Discussion Papers 388, VATT Institute for Economic Research.
    2. Berghäll, Elina, 2006. "Technical Change, Efficiency, Firm Size and Age in an RD Intensive Sector," Discussion Papers 390, VATT Institute for Economic Research.
    3. Almas Heshmati, 2003. "Productivity Growth, Efficiency and Outsourcing in Manufacturing and Service Industries," Journal of Economic Surveys, Wiley Blackwell, vol. 17(1), pages 79-112, February.
    4. Hung-jen Wang & Peter Schmidt, 2002. "One-Step and Two-Step Estimation of the Effects of Exogenous Variables on Technical Efficiency Levels," Journal of Productivity Analysis, Springer, vol. 18(2), pages 129-144, September.
    5. Mirella Schrijvers & Niels Bosma & Erik Stam, 2022. "Entrepreneurial Ecosystems and Structural Change in European Regions," Working Papers 2202, Utrecht School of Economics.
    6. González, MarI´a Manuela & Trujillo, Lourdes, 2008. "Reforms and infrastructure efficiency in Spain's container ports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(1), pages 243-257, January.
    7. Hanousek, Jan & Kočenda, Evžen & Shamshur, Anastasiya, 2015. "Corporate efficiency in Europe," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 24-40.
    8. Sumon K. Bhaumik & Ying Zhou, 2014. "Do business groups help or hinder technological progress in emerging markets? Evidence from India," William Davidson Institute Working Papers Series wp1066, William Davidson Institute at the University of Michigan.
    9. Belotti, Federico & Ilardi, Giuseppe, 2018. "Consistent inference in fixed-effects stochastic frontier models," Journal of Econometrics, Elsevier, vol. 202(2), pages 161-177.
    10. Kiander, Jaakko, 2004. "The Evolution of the Finnish Model in the 1990s: from Depression to High-tech Boom," Discussion Papers 344, VATT Institute for Economic Research.
    11. Rosario SÁNCHEZ-PÉREZ & M. Ángeles DÍAZ-MAYANS, 2013. "Are Large Innovative Firms More Efficient?," Theoretical and Practical Research in the Economic Fields, ASERS Publishing, vol. 4(1), pages 89-96.
    12. Zhang, Chunqin & Juan, Zhicai & Xiao, Guangnian, 2015. "Do contractual practices affect technical efficiency? Evidence from public transport operators in China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 80(C), pages 39-55.
    13. Fabio Pieri & Enrico Zaninotto, 2013. "Vertical integration and efficiency: an application to the Italian machine tool industry," Small Business Economics, Springer, vol. 40(2), pages 397-416, February.
    14. Md Abdur Rouf, 2020. "Evaluation of Agricultural Projects by Parametric Cost Efficiency and Productivity-gap Approaches: An Empirical Study of Flood Control and Drainage Systems in the Southwest Coastal Area of Bangladesh," Japanese Journal of Agricultural Economics (formerly Japanese Journal of Rural Economics), Agricultural Economics Society of Japan (AESJ), vol. 22.
    15. Berghäll, Elina, 2008. "Revealing Agglomeration Economies with Stochastic Frontier Modelling in the Finnish ICT Industry," Discussion Papers 435, VATT Institute for Economic Research.
    16. Michiel Van Dijk & Adam Szirmai, 2005. "Catch Up at the Micro-Level: Evidence from an Industry Case Study Using Manufacturing Census Data," DEGIT Conference Papers c010_038, DEGIT, Dynamics, Economic Growth, and International Trade.
    17. Dale Squires & Kathleen Segerson, 2022. "Capacity and Capacity Utilization in Production Economics," Springer Books, in: Subhash C. Ray & Robert G. Chambers & Subal C. Kumbhakar (ed.), Handbook of Production Economics, chapter 24, pages 1001-1037, Springer.
    18. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 129-213, Elsevier.
    19. Tom Kompas & Tuong Nhu Che & R. Quentin Grafton, 2004. "Technical efficiency effects of input controls: evidence from Australia's banana prawn fishery," Applied Economics, Taylor & Francis Journals, vol. 36(15), pages 1631-1641.
    20. Victor Moutinho & Mara Madaleno, 2021. "Assessing Eco-Efficiency in Asian and African Countries Using Stochastic Frontier Analysis," Energies, MDPI, vol. 14(4), pages 1-17, February.

    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:fer:dpaper:389. 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: Anita Niskanen (email available below). General contact details of provider: https://edirc.repec.org/data/vatttfi.html .

    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.