IDEAS home Printed from https://ideas.repec.org/a/wly/ijfiec/v26y2021i3p4670-4705.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/ijfe.2036
    Download Restriction: no

    File URL: https://libkey.io/10.1002/ijfe.2036?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
    ---><---

    References listed on IDEAS

    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. Machokoto, Michael & Tanveer, Umair & Ishaq, Shamaila & Areneke, Geofry, 2021. "Decreasing investment-cash flow sensitivity: Further UK evidence," Finance Research Letters, Elsevier, vol. 38(C).
    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. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    5. 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.
    6. 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.
    7. 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.
    8. Qi Chen & Xiao Chen & Katherine Schipper & Yongxin Xu & Jian Xue, 2012. "The Sensitivity of Corporate Cash Holdings to Corporate Governance," Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3610-3644.
    9. 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.
    10. 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.
    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. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. repec:oup:rfinst:v:25:y::i:12:p:3610-3644 is not listed on IDEAS
    25. 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.
    26. 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.
    27. Moyen, Nathalie, 2007. "How big is the debt overhang problem?," Journal of Economic Dynamics and Control, Elsevier, vol. 31(2), pages 433-472, February.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. Beck, Thorsten & Fuchs, Michael & Uy, Marilou, 2009. "Finance in Africa - Achievements and Challenges," Policy Research Working Paper Series 5020, The World Bank.
    38. Mr. Yibin Mu & Mr. Peter Phelps & Ms. Janet Gale Stotsky, 2013. "Bond Markets in Africa," IMF Working Papers 2013/012, International Monetary Fund.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. 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.
    44. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    45. 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.
    46. 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.
    47. McLean, R. David & Zhao, Mengxin, 2018. "Cash savings and capital markets," Journal of Empirical Finance, Elsevier, vol. 47(C), pages 49-64.
    48. 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.
    49. 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.
    50. Xin Chang & Sudipto Dasgupta & George Wong & Jiaquan Yao, 2014. "Cash-Flow Sensitivities and the Allocation of Internal Cash Flow," Review of Financial Studies, Society for Financial Studies, vol. 27(12), pages 3628-3657.
    51. 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.
    52. 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.
    53. 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.
    54. 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.
    55. 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.
    56. 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.
    57. Machokoto, Michael & Areneke, Geofry, 2021. "Is the cash flow sensitivity of cash asymmetric? African evidence," Finance Research Letters, Elsevier, vol. 38(C).
    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.
    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. Simplice A. Asongu, Nicholas M. Odhiambo, 2022. "Information for banking efficiency in Africa: evidence from income levels and legal origins," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 19(2), pages 251-274, December.
    2. Simplice A. Asongu & Nicholas M. Odhiambo, 2022. "Information Sharing and Banking Efficiency in Africa: A Disaggregated Panel Data Analysis," Working Papers of the African Governance and Development Institute. 22/010, African Governance and Development Institute..
    3. Machokoto, Michael & Bayai, Innocent & Kadzima, Marvelous, 2023. "The nonlinear impact of debt on employment: Does institutional quality matter?," Finance Research Letters, Elsevier, vol. 57(C).
    4. Machokoto, Michael & Mahonye, Nyasha & Makate, Marshall, 2022. "Short-term financing sources in Africa: Substitutes or complements?," Research in International Business and Finance, Elsevier, vol. 60(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. Machokoto, Michael & Mahonye, Nyasha & Makate, Marshall, 2022. "Short-term financing sources in Africa: Substitutes or complements?," Research in International Business and Finance, Elsevier, vol. 60(C).
    2. Machokoto, Michael & Areneke, Geofry, 2020. "Does innovation and financial constraints affect the propensity to save in emerging markets?," Research in International Business and Finance, Elsevier, vol. 52(C).
    3. 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.
    4. 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.
    5. 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.
    6. Sai Ding & Minjoo Kim & Xiao Zhang, 2021. "New Insight on Investment-Cash Flow Sensitivity," Working Papers 2021_16, Business School - Economics, University of Glasgow.
    7. Wang, Xun, 2022. "Financial liberalization and the investment-cash flow sensitivity," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    8. Kwanglim Seo & Jungtae Soh & Amit Sharma, 2018. "Do financial constraints affect the sensitivity of investment to cash flow? New evidence from franchised restaurant firms," Tourism Economics, , vol. 24(6), pages 645-661, September.
    9. 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.
    10. Castro, Fernanda & Kalatzis, Aquiles E.G. & Martins-Filho, Carlos, 2015. "Financing in an emerging economy: Does financial development or financial structure matter?," Emerging Markets Review, Elsevier, vol. 23(C), pages 96-123.
    11. Aydin Ozkan & Roberto J. Santillán‐Salgado & Yilmaz Yildiz & María del Rocío Vega Zavala, 2020. "What Happened To The Willingness Of Companies To Invest After The Financial Crisis? Evidence From Latin American Countries," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 43(2), pages 231-262, May.
    12. 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.
    13. Chien, Chih-Chung & Chen, Shikuan & Chang, Ming-Jen, 2023. "Financial constraints on credit ratings and cash-flow sensitivity," International Review of Financial Analysis, Elsevier, vol. 88(C).
    14. Machokoto, Michael & Areneke, Geofry, 2021. "Is the cash flow sensitivity of cash asymmetric? African evidence," Finance Research Letters, Elsevier, vol. 38(C).
    15. 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.
    16. Kadzima, Marvelous & Machokoto, Michael, 2023. "A semi-parametric analysis of the cash flow sensitivity of cash," Finance Research Letters, Elsevier, vol. 56(C).
    17. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    18. Niclas Andrén & Håkan Jankensgård, 2020. "Disappearing investment‐cash flow sensitivities: Earnings have not become a worse proxy for cash flow," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(5-6), pages 760-785, May.
    19. 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.
    20. Kim, Kirak, 2020. "Inventory, fixed capital, and the cross-section of corporate investment," Journal of Corporate Finance, Elsevier, vol. 60(C).

    More about this item

    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:wly:ijfiec:v:26:y:2021:i:3:p:4670-4705. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/1076-9307/ .

    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.