IDEAS home Printed from https://ideas.repec.org/a/taf/eurjfi/v24y2018i6p439-457.html
   My bibliography  Save this article

Corporate efficiency, credit status and investment

Author

Listed:
  • Manzur Quader
  • Karl Taylor

Abstract

This paper considers the relationship between financial frictions and investment. In an effort to clarify the role of cash flow in examining the impact of capital market imperfections, endogenous switching regression models are estimated for a panel of 1122 UK firms listed on the London Stock Exchange over the period of 1981–2009. Not only is the financial regime which the firm faces endogenous, we also allow the regime to change over time via modeling efficiency using stochastic frontier analysis. The results reveal that a firm's constrained credit status changes with the improvement of its efficiency. Furthermore, the analysis reveals that financially constrained firm's investment is comparatively more sensitive to its cash flow. Moreover, this sensitivity is statistically significant and is negatively related with corporate efficiency.

Suggested Citation

  • Manzur Quader & Karl Taylor, 2018. "Corporate efficiency, credit status and investment," The European Journal of Finance, Taylor & Francis Journals, vol. 24(6), pages 439-457, April.
    • Handle: RePEc:taf:eurjfi:v:24:y:2018:i:6:p:439-457
    DOI: 10.1080/1351847X.2017.1312475
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/1351847X.2017.1312475
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/1351847X.2017.1312475?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gilchrist, Simon & Himmelberg, Charles P., 1995. "Evidence on the role of cash flow for investment," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 541-572, December.
    2. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
    3. Timothy Erickson & Toni M. Whited, 2000. "Measurement Error and the Relationship between Investment and q," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 1027-1057, October.
    4. Vlieghe, Gertjan & Stephen Bond & Alexander Klemm & Rain Newton-Smith & Murtaza Syed, 2003. "The roles of expected profitability, Tobin's Q and cash flow in econometric models of company investment," Royal Economic Society Annual Conference 2003 212, Royal Economic Society.
    5. Stephen Bond, 2000. "Noisy Share Prices and the Q Model of Investment," Econometric Society World Congress 2000 Contributed Papers 1320, Econometric Society.
    6. Calomiris, Charles W & Hubbard, R Glenn, 1990. "Firm Heterogeneity, Internal Finance, and 'Credit Rationing.'," Economic Journal, Royal Economic Society, vol. 100(399), pages 90-104, March.
    7. Ng, Serena & Schaller, Huntley, 1996. "The Risky Spread, Investment, and Monetary Policy Transmission: Evidence on the Role of Asymmetric Information," The Review of Economics and Statistics, MIT Press, vol. 78(3), pages 375-383, August.
    8. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, Oxford University Press, vol. 109(2), pages 309-340.
    9. Michel A. Habib & Alexander Ljungqvist, 2005. "Firm Value and Managerial Incentives: A Stochastic Frontier Approach," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2053-2094, November.
    10. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    11. 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.
    12. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    13. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    14. Cleary, Sean & Povel, Paul & Raith, Michael, 2007. "The U-Shaped Investment Curve: Theory and Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(1), pages 1-39, March.
    15. Chirinko, Robert S. & Schaller, Huntley, 1996. "Bubbles, fundamentals, and investment: A multiple equation testing strategy," Journal of Monetary Economics, Elsevier, vol. 38(1), pages 47-76, August.
    16. 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.
    17. Shin, Hyun-Han & Park, Young S., 1999. "Financing constraints and internal capital markets: Evidence from Korean 'chaebols'," Journal of Corporate Finance, Elsevier, vol. 5(2), pages 169-191, June.
    18. Nathalie Moyen, 2004. "Investment-Cash Flow Sensitivities: Constrained versus Unconstrained Firms," Journal of Finance, American Finance Association, vol. 59(5), pages 2061-2092, October.
    19. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    20. Agca, Senay & Mozumdar, Abon, 2008. "The impact of capital market imperfections on investment-cash flow sensitivity," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 207-216, February.
    21. Audretsch, David B. & Elston, Julie Ann, 2002. "Does firm size matter? Evidence on the impact of liquidity constraints on firm investment behavior in Germany," International Journal of Industrial Organization, Elsevier, vol. 20(1), pages 1-17, January.
    22. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    23. Bond, Stephen & Van Reenen, John, 2007. "Microeconometric Models of Investment and Employment," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 65, Elsevier.
    24. Hovakimian, Gayane & Titman, Sheridan, 2006. "Corporate Investment with Financial Constraints: Sensitivity of Investment to Funds from Voluntary Asset Sales," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(2), pages 357-374, March.
    25. Robert Lensink & Hong Bo & Elmer Sterken, 2001. "Investment, Capital Market Imperfections, and Uncertainty," Books, Edward Elgar Publishing, number 1770.
    26. Stephen R. Bond & Måns Söderbom, 2013. "Conditional Investment–Cash Flow Sensitivities And Financing Constraints," Journal of the European Economic Association, European Economic Association, vol. 11(1), pages 112-136, February.
    27. 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.
    28. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    29. Lyandres, Evgeny, 2007. "Costly external financing, investment timing, and investment-cash flow sensitivity," Journal of Corporate Finance, Elsevier, vol. 13(5), pages 959-980, December.
    30. Nguyen, Giao X. & Swanson, Peggy E., 2009. "Firm Characteristics, Relative Efficiency, and Equity Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(1), pages 213-236, February.
    31. Jason G. Cummins & Kevin A. Hassett & Stephen D. Oliner, 2006. "Investment Behavior, Observable Expectations, and Internal Funds," American Economic Review, American Economic Association, vol. 96(3), pages 796-810, June.
    32. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    33. Aggarwal, Raj & Zong, Sijing, 2006. "The cash flow-investment relationship: International evidence of limited access to external finance," Journal of Multinational Financial Management, Elsevier, vol. 16(1), pages 89-104, February.
    34. Huntley Schaller, 1993. "Asymmetric Information, Liquidity Constraints and Canadian Investment," Canadian Journal of Economics, Canadian Economics Association, vol. 26(3), pages 552-574, August.
    35. 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.
    36. Almeida, Heitor & Campello, Murillo, 2010. "Financing Frictions and the Substitution between Internal and External Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 589-622, June.
    37. Shin, Hyun-Han & Kim, Yong H., 2002. "Agency costs and efficiency of business capital investment: evidence from quarterly capital expenditures," Journal of Corporate Finance, Elsevier, vol. 8(2), pages 139-158, March.
    38. 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.
    39. Aydoḡan Alti, 2003. "How Sensitive Is Investment to Cash Flow When Financing Is Frictionless?," Journal of Finance, American Finance Association, vol. 58(2), pages 707-722, April.
    40. Ascioglu, Asli & Hegde, Shantaram P. & McDermott, John B., 2008. "Information asymmetry and investment-cash flow sensitivity," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 1036-1048, June.
    41. Allayannis, George & Mozumdar, Abon, 2004. "The impact of negative cash flow and influential observations on investment-cash flow sensitivity estimates," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 901-930, May.
    42. Oliner, Stephen D & Rudebusch, Glenn D, 1992. "Sources of the Financing Hierarchy for Business Investment," The Review of Economics and Statistics, MIT Press, vol. 74(4), pages 643-654, November.
    43. R. Glenn Hubbard, 1990. "Asymmetric Information, Corporate Finance, and Investment," NBER Books, National Bureau of Economic Research, Inc, number glen90-1, March.
    44. Hausman, Jerry A & Wise, David A, 1977. "Social Experimentation, Truncated Distributions, and Efficient Estimation," Econometrica, Econometric Society, vol. 45(4), pages 919-938, May.
    45. 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.
    46. Stephen Bond & Julie Ann Elston & Jacques Mairesse & Benoît Mulkay, 2003. "Financial Factors and Investment in Belgium, France, Germany, and the United Kingdom: A Comparison Using Company Panel Data," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 153-165, February.
    47. 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.
    48. Mark Gertler, 1992. "Financial Capacity and Output Fluctuations in an Economy with Multi-Period Financial Relationships," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 455-472.
    49. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
    50. Erickson, Timothy & Whited, Toni M., 2002. "Two-Step Gmm Estimation Of The Errors-In-Variables Model Using High-Order Moments," Econometric Theory, Cambridge University Press, vol. 18(3), pages 776-799, June.
    51. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    52. Calomiris, Charles W. & Himmelberg, Charles P. & Wachtel, Paul, 1995. "Commercial paper, corporate finance, and the business cycle: a microeconomic perspective," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 42(1), pages 203-250, June.
    53. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    54. Hobdari, Bersant & Jones, Derek C. & Mygind, Niels, 2009. "Capital investment and determinants of financial constraints in Estonia," Economic Systems, Elsevier, vol. 33(4), pages 344-359, December.
    55. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    56. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-224, January.
    57. Bruce C. Greenwald & Joseph E. Stiglitz, 1993. "Financial Market Imperfections and Business Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(1), pages 77-114.
    58. 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.
    59. Attig, Najah & Cleary, Sean & El Ghoul, Sadok & Guedhami, Omrane, 2012. "Institutional investment horizon and investment–cash flow sensitivity," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1164-1180.
    60. 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.
    61. Kadapakkam, Palani-Rajan & Kumar, P. C. & Riddick, Leigh A., 1998. "The impact of cash flows and firm size on investment: The international evidence," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 293-320, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ömer Tuğsal Doruk & Bahadır Ergün, 2023. "Friend or foe? The link between agency cost and financialization in Turkey," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(3), pages 1689-1705, April.
    2. Aissata Boubacar Moumouni, 2020. "Investment Sensitivity to Inter-enterprises Payment Deadlines," AMSE Working Papers 1938, Aix-Marseille School of Economics, France.
    3. Aissata Boubacar Moumouni, 2020. "Investment Sensitivity to Inter-enterprises Payment Deadlines," Working Papers hal-02889436, HAL.
    4. Lijuan Xiao & Min Bai & Yafeng Qin & Lingyun Xiong & Lijuan Yang, 2021. "Financial Slack and Inefficient Investment Decisions in China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(4), pages 920-941, June.
    5. Anagnostopoulou, Seraina C. & Avgoustaki, Argyro, 2023. "The impact of human resource practices on corporate investment efficiency," International Review of Financial Analysis, Elsevier, vol. 87(C).
    6. Syed Manzur Quader, 2017. "Differential effect of liquidity constraints on firm growth," Review of Financial Economics, John Wiley & Sons, vol. 32(1), pages 20-29, January.
    7. Thu A. T. Pham, 2018. "Industry Concentration, Firm Efficiency and Average Stock Returns: Evidence from Australia," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 25(3), pages 221-247, September.
    8. Dinithi Ranasinghe, 2021. "Managerial entrenchment, financial constraints, and investment choice in unlisted firms," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 258-270, January.
    9. Quader, Syed Manzur, 2023. "The interplay between uncertainty, managerial decision making, and firm value: Evidence from Bangladesh," Journal of Economics and Business, Elsevier, vol. 123(C).

    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. Coad, Alex, 2010. "Neoclassical vs evolutionary theories of financial constraints: Critique and prospectus," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 206-218, August.
    2. Gaurav Gupta & Jitendra Mahakud, 2019. "Alternative measure of financial development and investment-cash flow sensitivity: evidence from an emerging economy," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-28, December.
    3. Moshirian, Fariborz & Nanda, Vikram & Vadilyev, Alexander & Zhang, Bohui, 2017. "What drives investment–cash flow sensitivity around the World? An asset tangibility Perspective," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 1-17.
    4. Alfonsina Iona & Leone Leonida, 2018. "Sample separation and the sensitivity of investment to cash flow: Is the monotonicity condition empirically satisfied?," Working Papers 862, Queen Mary University of London, School of Economics and Finance.
    5. Filipe Silva & Carlos Carreira, 2012. "Measuring Firms’ Financial Constraints: A Rough Guide," Notas Económicas, Faculty of Economics, University of Coimbra, issue 36, pages 23-46, December.
    6. Jean-Bernard Chatelain, 2003. "Structural modelling of financial constraints on investment: where do we stand?," Chapters, in: Paul Butzen & Catherine Fuss (ed.), Firms’ Investment and Finance Decisions, chapter 2, pages 40-58, Edward Elgar Publishing.
    7. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    8. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    9. Günay, Hüseyin & Kılınç, Mustafa, 2015. "Credit market imperfections and business cycle asymmetries in Turkey," Journal of Empirical Finance, Elsevier, vol. 34(C), pages 79-98.
    10. Wang, Xun, 2022. "Financial liberalization and the investment-cash flow sensitivity," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    11. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    12. Saira Qasim, 2021. "Financial Constraints across Pakistani Listed Firms," International Journal of Finance & Banking Studies, Center for the Strategic Studies in Business and Finance, vol. 10(2), pages 57-69, April.
    13. Mulier, Klaas & Schoors, Koen & Merlevede, Bruno, 2016. "Investment-cash flow sensitivity and financial constraints: Evidence from unquoted European SMEs," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 182-197.
    14. MORIKAWA Masayuki, 2012. "Financial Constraints in Intangible Investments: Evidence from Japanese firms," Discussion papers 12045, Research Institute of Economy, Trade and Industry (RIETI).
    15. Jason G. Cummins & Kevin A. Hassett & Stephen D. Oliner, 2006. "Investment Behavior, Observable Expectations, and Internal Funds," American Economic Review, American Economic Association, vol. 96(3), pages 796-810, June.
    16. Hiona Balfoussia & Heather D. Gibson, 2019. "Firm investment and financial conditions in the euro area: evidence from firm-level data," Applied Economics Letters, Taylor & Francis Journals, vol. 26(2), pages 104-110, January.
    17. Degryse, Hans & de Jong, Abe, 2006. "Investment and internal finance: Asymmetric information or managerial discretion?," International Journal of Industrial Organization, Elsevier, vol. 24(1), pages 125-147, January.
    18. Schauer, Catharina & Elsas, Ralf & Breitkopf, Nikolas, 2019. "A new measure of financial constraints applicable to private and public firms," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 270-295.
    19. Álvarez, Roberto & Bertin, Mauricio Jara, 2016. "Banking competition and firm-level financial constraints in Latin America," Emerging Markets Review, Elsevier, vol. 28(C), pages 89-104.
    20. Sevcan Yesiltas, 2009. "Financing Constraints and Investment: The Case of Turkish Manufacturing Firms," 2009 Meeting Papers 874, Society for Economic Dynamics.

    More about this item

    JEL classification:

    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • D92 - Microeconomics - - Micro-Based Behavioral Economics - - - Intertemporal Firm Choice, Investment, Capacity, and Financing
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • L21 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Business Objectives of the Firm

    Statistics

    Access and download statistics

    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:taf:eurjfi:v:24:y:2018:i:6:p:439-457. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/REJF20 .

    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.