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Financial frictions and the cash flow – external financing sensitivity: evidence from a panel of Pakistani firms

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  • Abdul Rashid

    (International Islamic University (IIU))

  • Noshaba Jabeen

    (International Islamic University (IIU))

Abstract

This paper uses a large panel of Pakistani non-financial firms over the period 2000–2013 to examine the role of financial constraints in establishing the relationship between cash flow and external financing. The results reveal that there exists a negative and significant relationship between external financing and cash flow. The finding of the substitutionary relation between internal funds availability and external financing has been viewed as evidence supporting the pecking order theory of capital structure. Yet, we show that this negative relationship is weak in case of financially constrained firms. We also analyze how credit multiplier affects external financing decisions of financially constrained and unconstrained firms. The results show that for financially unconstrained firms, the negative sensitively of external financing increases with asset tangibility. However, for financially constrained firms, the negative sensitivity of external financing to cash flow either decreases or turns positive as the tangibility of assets increases. This finding implies that financially constrained firms benefit more from investing in tangible assets because such assets not only help relax financial constraints but also having a potential to be a direct source of funds in periods of negative cash flow shocks.

Suggested Citation

  • Abdul Rashid & Noshaba Jabeen, 2018. "Financial frictions and the cash flow – external financing sensitivity: evidence from a panel of Pakistani firms," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-20, December.
  • Handle: RePEc:spr:fininn:v:4:y:2018:i:1:d:10.1186_s40854-018-0100-6
    DOI: 10.1186/s40854-018-0100-6
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    as
    1. Borisova, Ginka & Brown, James R., 2013. "R&D sensitivity to asset sale proceeds: New evidence on financing constraints and intangible investment," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 159-173.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. 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.
    4. 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.
    5. 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.
    6. Lemmon, Michael L. & Zender, Jaime F., 2010. "Debt Capacity and Tests of Capital Structure Theories," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(5), pages 1161-1187, October.
    7. 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.
    8. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    9. Hovakimian, Gayané, 2011. "Financial constraints and investment efficiency: Internal capital allocation across the business cycle," Journal of Financial Intermediation, Elsevier, vol. 20(2), pages 264-283, April.
    10. Campello, Murillo & Hackbarth, Dirk, 2012. "The firm-level credit multiplier," Journal of Financial Intermediation, Elsevier, vol. 21(3), pages 446-472.
    11. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    12. Onur Arugaslan & Louise Miller, 2006. "On the Conditioning of the Financial Market’s Reaction to Seasoned Equity Offerings," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 11(2), pages 141-154, Jul-Dec.
    13. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    14. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    15. Mustafa Caglayan & Abdul Rashid, 2010. "The response of firms' leverage to uncertainty: Evidence from UK public versus non-public firms," Working Papers 2010019, The University of Sheffield, Department of Economics, revised Oct 2010.
    16. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    17. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    18. 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.
    19. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    20. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    21. Abdul Rashid & Shahid Mahmood Waqar, 2017. "Exchange rate fluctuations, firm size, and export behavior: an empirical investigation," Small Business Economics, Springer, vol. 49(3), pages 609-625, October.
    22. Brown, James R. & Petersen, Bruce C., 2015. "Which investments do firms protect? Liquidity management and real adjustments when access to finance falls sharply," Journal of Financial Intermediation, Elsevier, vol. 24(4), pages 441-465.
    23. Chen, Huafeng (Jason) & Chen, Shaojun (Jenny), 2012. "Investment-cash flow sensitivity cannot be a good measure of financial constraints: Evidence from the time series," Journal of Financial Economics, Elsevier, vol. 103(2), pages 393-410.
    24. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    25. 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.
    26. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    27. Ilya A. Strebulaev, 2007. "Do Tests of Capital Structure Theory Mean What They Say?," Journal of Finance, American Finance Association, vol. 62(4), pages 1747-1787, August.
    28. Frank, Murray Z. & Goyal, Vidhan K., 2003. "Testing the pecking order theory of capital structure," Journal of Financial Economics, Elsevier, vol. 67(2), pages 217-248, February.
    29. Tae-Nyun Kim, 2014. "The impact of cash holdings and external financing on investment-cash flow sensitivity," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 13(3), pages 251-273, August.
    30. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    31. Omer Brav, 2009. "Access to Capital, Capital Structure, and the Funding of the Firm," Journal of Finance, American Finance Association, vol. 64(1), pages 263-308, February.
    32. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    33. Mark T. Leary & Michael R. Roberts, 2005. "Do Firms Rebalance Their Capital Structures?," Journal of Finance, American Finance Association, vol. 60(6), pages 2575-2619, December.
    34. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    35. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    36. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    37. Robert E. Carpenter & Bruce C. Petersen, 2002. "Is The Growth Of Small Firms Constrained By Internal Finance?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 298-309, May.
    38. 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.
    39. Özgür Arslan-Ayaydin & Chris Florackis & Aydin Ozkan, 2014. "Financial flexibility, corporate investment and performance: evidence from financial crises," Review of Quantitative Finance and Accounting, Springer, vol. 42(2), pages 211-250, February.
    40. John R. Graham, 2000. "How Big Are the Tax Benefits of Debt?," Journal of Finance, American Finance Association, vol. 55(5), pages 1901-1941, October.
    41. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    42. 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.
    43. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    44. 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.
    45. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    46. 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.
    47. Schoubben, Frederiek & Van Hulle, Cynthia, 2011. "Stock listing and financial flexibility," Journal of Business Research, Elsevier, vol. 64(5), pages 483-489, May.
    48. 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.
    49. 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.
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    2. Moncef Guizani & Ahdi Noomen Ajmi, 2020. "Financial conditions, financial constraints and investment-cash flow sensitivity: evidence from Saudi Arabia," Journal of Economic and Administrative Sciences, Emerald Group Publishing Limited, vol. 37(4), pages 763-784, September.
    3. Diana Hashim Syarif & Sugeng Wahyudi & Irene Rini Demi Pangestuti, 2019. "Financial Constraints and Cost of Equity: Empirical Study of Shariah Compliant Firms in Indonesia," Research in World Economy, Research in World Economy, Sciedu Press, vol. 10(3), pages 371-381, December.
    4. Ilker Yilmaz, 2022. "Leverage and Investment Cash Flow Sensitivity: Evidence from Muscat Securities Market in Oman," SAGE Open, , vol. 12(3), pages 21582440221, August.

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    More about this item

    Keywords

    External financing; Cash flows; Internally generated funds; Financial constraints; Investment; Credit multiplier;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

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