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Investment Decisions in Troubled Times: a Bayesian Approach Applied to Brazilian Firms

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  • E. G. Kalatzis, Aquiles
  • R. Azzoni, Carlos

    (Departamento de Economia, Universidade de São Paulo)

  • A. Achcar, Jorge

Abstract

This study analyses the investment decision of 497 Brazilian firms during a period of unstable macroeconomic conditions. The role of financial constraints is considered in a Bayesian econometric model. We use panel data, with firm-specific information for different years. We estimate three different models, and the results indicate the presence of financial restrictions, especially for capital-intensive firms. The recursive predictive density criterion indicates that the most preferred model is the one in which firm-specific effects are correlated with cash flow. Financial restrictions are more important for capital-intensive firms, probably due to their lower profitability indexes, higher fixed costs and higher degree of property diversification.

Suggested Citation

  • E. G. Kalatzis, Aquiles & R. Azzoni, Carlos & A. Achcar, Jorge, 2005. "Investment Decisions in Troubled Times: a Bayesian Approach Applied to Brazilian Firms," TD NEREUS 7-2005, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).
  • Handle: RePEc:ris:nereus:2005_007
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    References listed on IDEAS

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    1. Steven M. Fazzari & Bruce C. Petersen, 1993. "Working Capital and Fixed Investment: New Evidence on Financing Constraints," RAND Journal of Economics, The RAND Corporation, vol. 24(3), pages 328-342, Autumn.
    2. 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.
    3. 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.
    4. Chib, Siddhartha & Greenberg, Edward, 1996. "Markov Chain Monte Carlo Simulation Methods in Econometrics," Econometric Theory, Cambridge University Press, vol. 12(3), pages 409-431, August.
    5. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    6. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    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. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    9. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 33-60.
    10. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    11. Khurana, Inder K. & Martin, Xiumin & Pereira, Raynolde, 2006. "Financial Development and the Cash Flow Sensitivity of Cash," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(4), pages 787-808, December.
    12. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    13. 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.
    14. Yair Mundlak, 1961. "Empirical Production Function Free of Management Bias," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 43(1), pages 44-56.
    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. Tahmiscioglu, A Kamil, 2001. "Intertemporal Variation in Financial Constraints on Investment: A Time-Varying Parameter Approach Using Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 153-165, April.
    17. 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.
    18. Fabio Schiantarelli & Xiaoqiang Hu, 1994. "Investment and Financing Constraints: A Switching Regression Approach Using U.S. Firm Panel Data," Boston College Working Papers in Economics 284., Boston College Department of Economics.
    19. 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.
    20. Stiglitz, Joseph E, 1990. "Peer Monitoring and Credit Markets," The World Bank Economic Review, World Bank, vol. 4(3), pages 351-366, September.
    21. Xiaoqiang Hu & Fabio Schiantarelli, 1998. "Investment And Capital Market Imperfections: A Switching Regression Approach Using U.S. Firm Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 466-479, August.
    22. Hsiao, Cheng & Hashem Pesaran, M. & Kamil Tahmiscioglu, A., 2002. "Maximum likelihood estimation of fixed effects dynamic panel data models covering short time periods," Journal of Econometrics, Elsevier, vol. 109(1), pages 107-150, July.
    23. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    24. Nerlove,Marc, 2005. "Essays in Panel Data Econometrics," Cambridge Books, Cambridge University Press, number 9780521022460, September.
    25. Albert O. Hirschman & Gerald Sirkin, 1958. "Investment Criteria and Capital Intensity Once Again," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 72(3), pages 469-471.
    26. Huntley Schaller, 1993. "Asymmetric Information, Liquidity Constraints and Canadian Investment," Canadian Journal of Economics, Canadian Economics Association, vol. 26(3), pages 552-574, August.
    27. Dale W. Jorgenson, 1996. "Investment - Vol. 1: Capital Theory and Investment Behavior," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262100568, April.
    28. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1996. "Financing Constraints and Corporate Investment: Response to Kaplan and Zingales," NBER Working Papers 5462, National Bureau of Economic Research, Inc.
    29. Michael Devereux & Fabio Schiantarelli, 1990. "Investment, Financial Factors, and Cash Flow: Evidence from U.K. Panel Data," NBER Chapters, in: Asymmetric Information, Corporate Finance, and Investment, pages 279-306, National Bureau of Economic Research, Inc.
    30. Hafer, R W & Jansen, Dennis W, 1991. "The Demand for Money in the United States: Evidence from Cointegration Tests," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 23(2), pages 155-168, May.
    31. Blundell, Richard & Bond, Stephen & Devereux, Michael & Schiantarelli, Fabio, 1992. "Investment and Tobin's Q: Evidence from company panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 233-257.
    32. 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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    Cited by:

    1. Bassetto, Camila F. & Kalatzis, Aquiles E.G., 2011. "Financial distress, financial constraint and investment decision: Evidence from Brazil," Economic Modelling, Elsevier, vol. 28(1), pages 264-271.
    2. Aquiles Kalatzis & Aline Pellicani, Dante Mendes Aldrighi, 2019. "Family control, pyramidal ownership and investment-cash flow sensitivity: evidence from an emerging economy," Working Papers, Department of Economics 2019_12, University of São Paulo (FEA-USP).
    3. Bassetto, Camila F. & Kalatzis, Aquiles E.G., 2011. "Financial distress, financial constraint and investment decision: Evidence from Brazil," Economic Modelling, Elsevier, vol. 28(1-2), pages 264-271, January.

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    More about this item

    Keywords

    Investment Decisions; Financial Restrictions; Panel Data; Capital Intensity;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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