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Do financial constraints really matter? A case of understudied African firms

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  • Michael Machokoto

Abstract

Using a system of equations to account for the simultaneity, inter‐temporal and interdependent nature of corporate decisions, we document several new insights into how emerging market firms allocate funds across competing uses‐of‐funds. Emerging market firms save most of the operating cash flow. When the firms spend, they allocate the remainder to dividend payments first, followed by debt retirements, then equity repurchases and lastly investments. This pecking order of prioritizing savings and dividends ahead of other uses‐of‐funds highlight difficulties in accessing external finance and a stubbornly resilient signalling motive for firms operating under a high degree of information asymmetry and agency costs. We further find significant asymmetry and heterogeneity in the allocation of funds conditional on credit constraints, deviations from target and around the financial crisis. Our findings signal the need for policies that improve access to external finance and information disclosure in emerging markets.

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  • Michael Machokoto, 2021. "Do financial constraints really matter? A case of understudied African firms," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4670-4705, July.
  • Handle: RePEc:wly:ijfiec:v:26:y:2021:i:3:p:4670-4705
    DOI: 10.1002/ijfe.2036
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    as
    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    2. Heitor Almeida & Murillo Campello & Antonio F. Galvao, 2010. "Measurement Errors in Investment Equations," The Review of Financial Studies, Society for Financial Studies, vol. 23(9), pages 3279-3328.
    3. Machokoto, Michael & Tanveer, Umair & Ishaq, Shamaila & Areneke, Geofry, 2021. "Decreasing investment-cash flow sensitivity: Further UK evidence," Finance Research Letters, Elsevier, vol. 38(C).
    4. 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.
    5. Acharya, Viral & Xu, Zhaoxia, 2017. "Financial dependence and innovation: The case of public versus private firms," Journal of Financial Economics, Elsevier, vol. 124(2), pages 223-243.
    6. Beck, Thorsten & Fuchs, Michael & Uy, Marilou, 2009. "Finance in Africa - Achievements and Challenges," Policy Research Working Paper Series 5020, The World Bank.
    7. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    8. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    9. He, Wen & Ng, Lilian & Zaiats, Nataliya & Zhang, Bohui, 2017. "Dividend policy and earnings management across countries," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 267-286.
    10. Leigh A. Riddick & Toni M. Whited, 2009. "The Corporate Propensity to Save," Journal of Finance, American Finance Association, vol. 64(4), pages 1729-1766, August.
    11. Qi Chen & Xiao Chen & Katherine Schipper & Yongxin Xu & Jian Xue, 2012. "The Sensitivity of Corporate Cash Holdings to Corporate Governance," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3610-3644.
    12. 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.
    13. Mr. Yibin Mu & Mr. Peter Phelps & Ms. Janet Gale Stotsky, 2013. "Bond Markets in Africa," IMF Working Papers 2013/012, International Monetary Fund.
    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. Lewellen, Jonathan & Lewellen, Katharina, 2016. "Investment and Cash Flow: New Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(4), pages 1135-1164, August.
    16. Popov, Alexander & Rocholl, Jörg, 2018. "Do credit shocks affect labor demand? Evidence for employment and wages during the financial crisis," Journal of Financial Intermediation, Elsevier, vol. 36(C), pages 16-27.
    17. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    18. 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.
    19. 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.
    20. 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.
    21. Floyd, Eric & Li, Nan & Skinner, Douglas J., 2015. "Payout policy through the financial crisis: The growth of repurchases and the resilience of dividends," Journal of Financial Economics, Elsevier, vol. 118(2), pages 299-316.
    22. Heitor Almeida & Murillo Campello & Michael S. Weisbach, 2004. "The Cash Flow Sensitivity of Cash," Journal of Finance, American Finance Association, vol. 59(4), pages 1777-1804, August.
    23. Brav, Alon & Graham, John R. & Harvey, Campbell R. & Michaely, Roni, 2005. "Payout policy in the 21st century," Journal of Financial Economics, Elsevier, vol. 77(3), pages 483-527, September.
    24. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    25. 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.
    26. 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.
    27. Anne Beatty & W. Scott Liao & Joseph Weber, 2010. "The Effect of Private Information and Monitoring on the Role of Accounting Quality in Investment Decisions," Contemporary Accounting Research, John Wiley & Sons, vol. 27(1), pages 1-1, March.
    28. 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.
    29. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    30. 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.
    31. McLean, R. David & Zhao, Mengxin, 2018. "Cash savings and capital markets," Journal of Empirical Finance, Elsevier, vol. 47(C), pages 49-64.
    32. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    33. 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.
    34. 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.
    35. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    36. Alessandra Guariglia & Junhong Yang, 2018. "Adjustment behavior of corporate cash holdings: the China experience," The European Journal of Finance, Taylor & Francis Journals, vol. 24(16), pages 1428-1452, November.
    37. 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.
    38. 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.
    39. 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.
    40. James R. Brown & Gustav Martinsson & Bruce C. Petersen, 2013. "Law, Stock Markets, and Innovation," Journal of Finance, American Finance Association, vol. 68(4), pages 1517-1549, August.
    41. Xin Chang & Sudipto Dasgupta & George Wong & Jiaquan Yao, 2014. "Cash-Flow Sensitivities and the Allocation of Internal Cash Flow," The Review of Financial Studies, Society for Financial Studies, vol. 27(12), pages 3628-3657.
    42. Öztekin, Özde, 2015. "Capital Structure Decisions around the World: Which Factors Are Reliably Important?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 301-323, June.
    43. Bao, Dichu & Chan, Kam C. & Zhang, Weining, 2012. "Asymmetric cash flow sensitivity of cash holdings," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 690-700.
    44. repec:oup:rfinst:v:25:y::i:12:p:3610-3644 is not listed on IDEAS
    45. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    46. Vladimir A. Gatchev & Todd Pulvino & Vefa Tarhan, 2010. "The Interdependent and Intertemporal Nature of Financial Decisions: An Application to Cash Flow Sensitivities," Journal of Finance, American Finance Association, vol. 65(2), pages 725-763, April.
    47. Anne Beatty & W. Scott Liao & Joseph Weber, 2010. "The Effect of Private Information and Monitoring on the Role of Accounting Quality in Investment Decisions," Contemporary Accounting Research, John Wiley & Sons, vol. 27(1), pages 17-47, March.
    48. Guariglia, Alessandra & Yang, Junhong, 2016. "A balancing act: Managing financial constraints and agency costs to minimize investment inefficiency in the Chinese market," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 111-130.
    49. Moyen, Nathalie, 2007. "How big is the debt overhang problem?," Journal of Economic Dynamics and Control, Elsevier, vol. 31(2), pages 433-472, February.
    50. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    51. 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.
    52. 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.
    53. 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.
    54. Andres, Christian & Cumming, Douglas & Karabiber, Timur & Schweizer, Denis, 2014. "Do markets anticipate capital structure decisions? — Feedback effects in equity liquidity," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 133-156.
    55. Shirai, Sayuri, 2004. "Testing the Three Roles of Equity Markets in Developing Countries: The Case of China," World Development, Elsevier, vol. 32(9), pages 1467-1486, September.
    56. Machokoto, Michael & Areneke, Geofry, 2021. "Is the cash flow sensitivity of cash asymmetric? African evidence," Finance Research Letters, Elsevier, vol. 38(C).
    57. Hovakimian, Armen & Hovakimian, Gayane & Tehranian, Hassan, 2004. "Determinants of target capital structure: The case of dual debt and equity issues," Journal of Financial Economics, Elsevier, vol. 71(3), pages 517-540, March.
    58. 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.
    59. Gwatidzo, Tendai & Ojah, Kalu, 2014. "Firms’ debt choice in Africa: Are institutional infrastructure and non-traditional determinants important?," International Review of Financial Analysis, Elsevier, vol. 31(C), pages 152-166.
    60. Gatchev, Vladimir A. & Spindt, Paul A. & Tarhan, Vefa, 2009. "How do firms finance their investments?: The relative importance of equity issuance and debt contracting costs," Journal of Corporate Finance, Elsevier, vol. 15(2), pages 179-195, April.
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