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Finance, uncertainty and investment: assessing the gains and losses of a generalized non linear structural approach using Belgian panel data

Author

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  • Marcel Gérard

    (FUCAM, ARPEGE
    Université Catholique de Louvain, IAG
    CESIfo)

  • Frédéric Verscueren

    (FUCAM, ARPEGE
    University of Lille III, GREMARS)

Abstract

Using panel data for 2,329 Belgian firms observed between 1985 and 1999, this paper aims at getting a better understanding of Belgian firms' investment behavior. Two main and interrelated topics are investigated: the link between financial structure and investment decision, on the one hand, the effect of uncertainty on the level of investment, on the other hand. Such research sets forth the effect of some key variables, both in terms of level and volatility. The study is conducted within a structural approach but reduced form equations are also estimated. A generalised dynamic effect is investigated by introducing adjustment costs related through time. From that study, it clearly appears that small firms and high debt level firms are more sensitive to interest rate and cash flow. However, no role for investment price volatility is observed.

Suggested Citation

  • Marcel Gérard & Frédéric Verscueren, 2002. "Finance, uncertainty and investment: assessing the gains and losses of a generalized non linear structural approach using Belgian panel data," Working Paper Research 26, National Bank of Belgium.
  • Handle: RePEc:nbb:reswpp:200205-7
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    References listed on IDEAS

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    1. Lucas, Robert E, Jr & Prescott, Edward C, 1971. "Investment Under Uncertainty," Econometrica, Econometric Society, vol. 39(5), pages 659-681, September.
    2. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    3. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    4. King, Mervyn A. & Fullerton, Don, 2010. "The Taxation of Income from Capital," National Bureau of Economic Research Books, University of Chicago Press, number 9780226436319, December.
    5. Jean-Bernard CHATELAIN, 1995. "Investissement irréversible, taux d’utilisation des capacités et coûts de faillite," Discussion Papers (REL - Recherches Economiques de Louvain) 1995024, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    6. Klein, Lawrence R, 1974. "Issues in Econometric Studies of Investment Behavior," Journal of Economic Literature, American Economic Association, vol. 12(1), pages 43-49, March.
    7. Whited, Toni M, 1992. "Debt, Liquidity Constraints, and Corporate Investment: Evidence from Panel Data," Journal of Finance, American Finance Association, vol. 47(4), pages 1425-1460, September.
    8. Barran, Fernando & Peeters, Marga, 1998. "Internal finance and corporate investment: Belgian evidence with panel data," Economic Modelling, Elsevier, vol. 15(1), pages 67-89, January.
    9. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    10. Ricardo J. Caballero & Eduardo M. R. A. Engel, 1999. "Explaining Investment Dynamics in U.S. Manufacturing: A Generalized (S,s) Approach," Econometrica, Econometric Society, vol. 67(4), pages 783-826, July.
    11. Abel, Andrew B & Eberly, Janice C, 1994. "A Unified Model of Investment under Uncertainty," American Economic Review, American Economic Association, vol. 84(5), pages 1369-1384, December.
    12. Tychon, Pierre, 1997. "The Structure of Corporate Finance in Belgium: An Empirical Investigation," LIDAM Discussion Papers IRES 1997019, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    13. Andrew B. Abel & Janice C. Eberly, 1996. "Optimal Investment with Costly Reversibility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(4), pages 581-593.
    14. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    15. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    16. 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.
    17. Pindyck, Robert S, 1988. "Irreversible Investment, Capacity Choice, and the Value of the Firm," American Economic Review, American Economic Association, vol. 78(5), pages 969-985, December.
    18. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    19. Haramillo, Fidel & Schiantarelli, Fabio & Weiss, Andrew, 1996. "Capital market imperfections before and after financial liberalization: An Euler equation approach to panel data for Ecuadorian firms," Journal of Development Economics, Elsevier, vol. 51(2), pages 367-386, December.
    20. Max Gérard & Frédéric Verschueren, 2000. "The neoclassical synthesis of investment behaviour and the co-integration challenge, an experimentation with Belgian industry data," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 167, pages 299-344.
    21. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    22. Barnett, Steven A. & Sakellaris, Plutarchos, 1998. "Nonlinear response of firm investment to Q:: Testing a model of convex and non-convex adjustment costs1," Journal of Monetary Economics, Elsevier, vol. 42(2), pages 261-288, July.
    23. Caballero, Ricardo J & Engel, Eduardo M R A, 1991. "Dynamic (S, s) Economies," Econometrica, Econometric Society, vol. 59(6), pages 1659-1686, November.
    24. Chatelain, Jean-Bernard, 2000. "Explicit Lagrange multiplier for firms facing a debt ceiling constraint1," Economics Letters, Elsevier, vol. 67(2), pages 153-158, May.
    25. 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.
    26. 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.
    27. Devereux, Michael P. & Keen, Michael & Schiantarelli, Fabio, 1994. "Corporation tax asymmetries and investment : Evidence from U.K. panel data," Journal of Public Economics, Elsevier, vol. 53(3), pages 395-418, March.
    28. Stephen Bond & Julie Elston & Jacques Mairesse & Benoit Mulkay, 1997. "Financial factors and investment in Belgium, France, German and the UK: A comparison using company panel data," IFS Working Papers W97/08, Institute for Fiscal Studies.
    29. John Cattier & Marcel Gérard, 1981. "La dynamisation des coefficients économétriques: une application à des données sectorielles belges," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 91, pages 447-474.
    30. Sensenbrenner, Gabriel, 1991. "Aggregate investment, the stock market, and the Q model : Robust results for six OECD countries," European Economic Review, Elsevier, vol. 35(4), pages 769-825, May.
    31. Chirinko, Robert S. & Fazzari, Steven M. & Meyer, Andrew P., 1999. "How responsive is business capital formation to its user cost?: An exploration with micro data," Journal of Public Economics, Elsevier, vol. 74(1), pages 53-80, October.
    32. Cuthbertson, K. & Gasparro, D., 1995. "Fixed investment decisions in UK manufacturing: The importance of Tobin's Q, output and debt," European Economic Review, Elsevier, vol. 39(5), pages 919-941, May.
    33. Véronique Bastin & Albert Corhay & Georges Hübner & Pierre-Armand Michel, 2002. "Development path and capital structure of belgian biotechnology firms," Working Paper Research 30, National Bank of Belgium.
    34. Greenwald, Bruce & Stiglitz, Joseph E & Weiss, Andrew, 1984. "Informational Imperfections in the Capital Market and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 74(2), pages 194-199, May.
    35. Patrick Artus & Pierre-Alain Muet, 1984. "Un panorama des développements récents de l'économétrie de l'investissement," Revue Économique, Programme National Persée, vol. 35(5), pages 791-830.
    36. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    37. Alan Carruth & Andy Dickerson & Andrew Henley, 2000. "What do We Know About Investment Under Uncertainty?," Journal of Economic Surveys, Wiley Blackwell, vol. 14(2), pages 119-154, April.
    38. Stephen Bond & Costas Meghir, 1994. "Dynamic Investment Models and the Firm's Financial Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(2), pages 197-222.
    39. Peeters, Marga, 1997. "Does demand and price uncertainty affect Belgian and Spanish corporate investment?," MPRA Paper 23604, University Library of Munich, Germany.
    40. Stephen A. Ross, 1977. "The Determination of Financial Structure: The Incentive-Signalling Approach," Bell Journal of Economics, The RAND Corporation, vol. 8(1), pages 23-40, Spring.
    41. Carruth, Alan & Dickerson, Andrew & Henley, Andrew, 2000. "What Do We Know about Investment under Uncertainty?," Journal of Economic Surveys, Wiley Blackwell, vol. 14(2), pages 119-153, April.
    42. Poterba, James M. & Summers, Lawrence H., 1983. "Dividend taxes, corporate investment, and `Q'," Journal of Public Economics, Elsevier, vol. 22(2), pages 135-167, November.
    43. Paul Butzen & Catherine Fuss & Philip Vermeulen, 2002. "The impact of uncertainty on investment plans," Working Paper Research 24, National Bank of Belgium.
    44. Pr. D. Patrick Van Cayseele, 2002. "Investment, R&D and liquidity constraints," Working Paper Research 33, National Bank of Belgium.
    45. Guiseppe Bertola & Ricardo J. Caballero, 1994. "Irreversibility and Aggregate Investment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(2), pages 223-246.
    46. Michele Cincera, 2003. "Financing constraints, fixed capital and R&D investment decisions of Belgian firms," Chapters, in: Paul Butzen & Catherine Fuss (ed.), Firms’ Investment and Finance Decisions, chapter 6, pages 129-152, Edward Elgar Publishing.
    47. Abel, Andrew B, 1985. "A Stochastic Model of Investment, Marginal q and the Market Value of the Firm," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(2), pages 305-322, June.
    48. 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.
    49. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    50. Abel, Andrew B, 1983. "Optimal Investment under Uncertainty," American Economic Review, American Economic Association, vol. 73(1), pages 228-233, March.
    51. Whited, Toni M, 1998. "Why Do Investment Euler Equations Fail?," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(4), pages 479-488, October.
    52. Jean-Bernard Chatelain, 2000. "Explicit Lagrange Multiplier for Firms Facing a Debt Ceiling Constraint," Post-Print halshs-00119408, HAL.
    53. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    54. Andrew B. Abel & Janice C. Eberly, "undated". "An Exact Solution for the Investment and Market Value of a Firm Facing Uncertainty, Adjustment Costs, and Irreversibility," Rodney L. White Center for Financial Research Working Papers 12-93, Wharton School Rodney L. White Center for Financial Research.
    55. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
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    Cited by:

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    2. Neha Chhabra Roy & N. G. Roy, 2022. "Life Insurance Industry Agent’s Attrition: A Game Changer for Insurance Business," Global Business Review, International Management Institute, vol. 23(2), pages 426-439, April.

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    More about this item

    Keywords

    Investment; debt constraint; panel data; GMM;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity

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