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Financing constraints, fixed capital and R&D investment decisions of belgian firms

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  • Michele Cincera

    (Université Libre de Bruxelles, DULBEA
    CEPR)

Abstract

This paper aims at assessing the relationship between the possible existence of financial constraints and the decisions of Belgian private firms as regards their investments in both capital and R&D investments over the last decade. The main system GMM estimates from the error-correction equations indicate that the sensitivity of both types of investments to cash flow variations are rather differentiated. On the whole, these effects are more important for investments in ordinary assets, young small-scale firms located in the Walloon region that are not part of a multinational. Firms that perform R&D on a permanent basis and that receive public funds to support these activities appear to be less cash constraints.

Suggested Citation

  • Michele Cincera, 2002. "Financing constraints, fixed capital and R&D investment decisions of belgian firms," Working Paper Research 32, National Bank of Belgium.
  • Handle: RePEc:nbb:reswpp:200205-13
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    1. Bronwyn H. Hall & Jacques Mairesse & Benoit Mulkay, 1998. "Does cash flow cause investment and R&D: an exploration using panel data for French, Japanes and United States scientific firms," IFS Working Papers W98/11, Institute for Fiscal Studies.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. Jacques Mairesse & Bronwyn H. Hall & Benoît Mulkay, 1999. "Firm-Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years," Annals of Economics and Statistics, GENES, issue 55-56, pages 27-67.
    4. Hubbard, R Glenn & Kashyap, Anil K & Whited, Toni M, 1995. "International Finance and Firm Investment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(3), pages 683-701, August.
    5. Henri Capron & Michele Cincera, 1998. "Assessing the R&D determinants and productivity of world-wide manufacturing firms," ULB Institutional Repository 2013/849, ULB -- Universite Libre de Bruxelles.
    6. Paxil Butzen & Catherine Fuss & Philip Vermeulen, 2002. "The interest rate and crédit channels in Belgium: an investigation with micro-level firm data," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 45(3), pages 5-36.
    7. Schiantarelli, Fabio, 1996. "Financial Constraints and Investment: Methodological Issues and International Evidence," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 12(2), pages 70-89, Summer.
    8. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    9. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    10. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    11. Henry G. Grabowski, 1968. "The Determinants of Industrial Research and Development: A Study of the Chemical, Drug, and Petroleum Industries," Journal of Political Economy, University of Chicago Press, vol. 76, pages 292-292.
    12. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 2000. "Investment-Cash Flow Sensitivities are Useful: A Comment on Kaplan and Zingales," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 695-705.
    13. Steven N. Kaplan & Luigi Zingales, 2000. "Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 707-712.
    14. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    15. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    16. Switzer, Lorne, 1984. "The Determinants of Industrial R&D: A Funds Flow Simultaneous Equation Approach," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 163-168, February.
    17. repec:adr:anecst:y:1999:i:55-56:p:02 is not listed on IDEAS
    18. repec:adr:anecst:y:1998:i:49-50:p:16 is not listed on IDEAS
    19. Abel, Andrew B & Blanchard, Olivier J, 1986. "The Present Value of Profits and Cyclical Movements in Investment," Econometrica, Econometric Society, vol. 54(2), pages 249-273, March.
    20. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
    21. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297-297.
    22. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    23. Audretsch, David B & Weigand, Jürgen G, 1999. "Does Science Make a Difference? Investment, Finance and Corporate Governance in German Industries," CEPR Discussion Papers 2056, C.E.P.R. Discussion Papers.
    24. Henri Capron & Michele Cincera & Annemie Hollant & Wim Meeusen, 1999. "Harmonisation of Belgian annual business expenditures on research and development (ANBERD) data - 1973-1996," ULB Institutional Repository 2013/935, ULB -- Universite Libre de Bruxelles.
    25. Kamien,Morton I. & Schwartz,Nancy L., 1982. "Market Structure and Innovation," Cambridge Books, Cambridge University Press, number 9780521293853, December.
    26. Branch, Ben, 1974. "Research and Development Activity and Profitability: A Distributed Lag Analysis," Journal of Political Economy, University of Chicago Press, vol. 82(5), pages 999-1011, Sept./Oct.
    27. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    28. Michele Cincera & Henri Capron & Michel Dumont, 2000. "The Institutional Profile," ULB Institutional Repository 2013/147107, ULB -- Universite Libre de Bruxelles.
    29. Audretsch,David B. & Thurik,Roy (ed.), 1999. "Innovation, Industry Evolution and Employment," Cambridge Books, Cambridge University Press, number 9780521641661.
    30. 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.
    31. Pr. D. Patrick Van Cayseele, 2002. "Investment, R&D and liquidity constraints," Working Paper Research 33, National Bank of Belgium.
    32. Aghion, Philippe & Dewatripont, Mathias & Rey, Patrick, 1997. "Agency Costs, Firm Behavior and the Nature of Competition," IDEI Working Papers 77, Institut d'Économie Industrielle (IDEI), Toulouse, revised 2000.
    33. Dietmar Harhoff, 1998. "Are there Financing Constraints for R&D and Investment in German Manufacturing Firms," Annals of Economics and Statistics, GENES, issue 49-50, pages 421-456.
    34. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    35. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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    More about this item

    Keywords

    financial constraints; investments in capital and R&D; Belgian private companies; error-correction investment equations; system GMM panel data econometric models;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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