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The sensitivity of investment to internal and external funds: New emerging market evidence

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  • Caglayan, Mustafa
  • Machokoto, Michael

Abstract

Using a large panel of firm-level data from eight emerging African countries, we show that firms’ fixed investment expenditures are more sensitive to external funds, particularly debt, relative to internal funds. We further show that the investment sensitivity to external funds is associated with over-investment rather than financial constraints. This nexus remains strong through the financial crisis and after addressing measurement errors. Our study shows that the investment behavior of emerging market firms is influenced by the availability of internal and external funds and that the latter, whose role has received limited attention, is playing an ever-increasing role.

Suggested Citation

  • Caglayan, Mustafa & Machokoto, Michael, 2024. "The sensitivity of investment to internal and external funds: New emerging market evidence," Research in International Business and Finance, Elsevier, vol. 67(PB).
  • Handle: RePEc:eee:riibaf:v:67:y:2024:i:pb:s0275531923002258
    DOI: 10.1016/j.ribaf.2023.102099
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    as
    1. Doidge, Craig & Karolyi, G. Andrew & Stulz, Rene M., 2004. "Why are foreign firms listed in the U.S. worth more?," Journal of Financial Economics, Elsevier, vol. 71(2), pages 205-238, February.
    2. 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.
    3. Machokoto, Michael & Areneke, Geofry & Ibrahim, Boulis Maher, 2020. "Rising corporate debt and value relevance of supply-side factors in South Africa," Journal of Business Research, Elsevier, vol. 109(C), pages 26-37.
    4. Whited, Toni M., 2006. "External finance constraints and the intertemporal pattern of intermittent investment," Journal of Financial Economics, Elsevier, vol. 81(3), pages 467-502, September.
    5. 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.
    6. Beck, Thorsten & Fuchs, Michael & Uy, Marilou, 2009. "Finance in Africa - Achievements and Challenges," Policy Research Working Paper Series 5020, The World Bank.
    7. Amy Dittmar & Anjan Thakor, 2007. "Why Do Firms Issue Equity?," Journal of Finance, American Finance Association, vol. 62(1), pages 1-54, February.
    8. 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.
    9. Graham, John R. & Leary, Mark T. & Roberts, Michael R., 2015. "A century of capital structure: The leveraging of corporate America," Journal of Financial Economics, Elsevier, vol. 118(3), pages 658-683.
    10. 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.
    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. Marco Sorge & Chendi Zhang & Kostas Koufopoulos, 2017. "Short‐Term Corporate Debt around the World," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(5), pages 997-1029, August.
    13. 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.
    14. Berger, Philip G & Ofek, Eli & Yermack, David L, 1997. "Managerial Entrenchment and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 52(4), pages 1411-1438, September.
    15. Wolfgang Bessler & Wolfgang Drobetz & Matthias C. Grüninger, 2011. "Information Asymmetry and Financing Decisions," International Review of Finance, International Review of Finance Ltd., vol. 11(1), pages 123-154, March.
    16. Mr. Yibin Mu & Mr. Peter Phelps & Ms. Janet Gale Stotsky, 2013. "Bond Markets in Africa," IMF Working Papers 2013/012, International Monetary Fund.
    17. 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.
    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. 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.
    20. 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.
    21. Gilles Hilary & Gary C. Biddle, 2006. "Accounting Quality and Firm-Level Capital Investment," Post-Print hal-00481720, HAL.
    22. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    23. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    24. 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.
    25. Garay, Urbi & González, Maximiliano & Rosso, John, 2019. "Country and industry effects in corporate bond spreads in emerging markets," Journal of Business Research, Elsevier, vol. 102(C), pages 191-200.
    26. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    27. Soderbom, Mans & Teal, Francis, 2004. "Size and efficiency in African manufacturing firms: evidence from firm-level panel data," Journal of Development Economics, Elsevier, vol. 73(1), pages 369-394, February.
    28. 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.
    29. 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.
    30. Calvino, Flavio & Criscuolo, Chiara & Menon, Carlo & Secchi, Angelo, 2018. "Growth volatility and size: A firm-level study," Journal of Economic Dynamics and Control, Elsevier, vol. 90(C), pages 390-407.
    31. Gyimah, Daniel & Machokoto, Michael & Sikochi, Anywhere (Siko), 2020. "Peer influence on trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    32. Ding, Sai & Kim, Minjoo & Zhang, Xiao, 2018. "Do firms care about investment opportunities? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 214-237.
    33. Nason, Robert S. & Patel, Pankaj C., 2016. "Is cash king? Market performance and cash during a recession," Journal of Business Research, Elsevier, vol. 69(10), pages 4242-4248.
    34. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    35. Drobetz, Wolfgang & El Ghoul, Sadok & Guedhami, Omrane & Janzen, Malte, 2018. "Policy uncertainty, investment, and the cost of capital," Journal of Financial Stability, Elsevier, vol. 39(C), pages 28-45.
    36. 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.
    37. Alfaro, Laura & Asis, Gonzalo & Chari, Anusha & Panizza, Ugo, 2019. "Corporate debt, firm size and financial fragility in emerging markets," Journal of International Economics, Elsevier, vol. 118(C), pages 1-19.
    38. 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.
    39. Francis, Bill B. & Hasan, Iftekhar & Kostova, Gergana L., 2016. "When do peers matter? A cross-country perspective," Bank of Finland Research Discussion Papers 8/2016, Bank of Finland.
    40. repec:zbw:bofrdp:2016_008 is not listed on IDEAS
    41. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
    42. Wolfgang Drobetz & Malte Janzen & Iwan Meier, 2019. "Investment and financing decisions of private and public firms," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 46(1-2), pages 225-262, January.
    43. Qiu, Jiaping & Wan, Chi, 2015. "Technology spillovers and corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 115(3), pages 558-573.
    44. Dodd, Olga & Kalimipalli, Madhu & Chan, Wing, 2021. "Evaluating corporate credit risks in emerging markets," International Review of Financial Analysis, Elsevier, vol. 73(C).
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. Bayless, Mark & Chaplinsky, Susan, 1996. "Is There a Window of Opportunity for Seasoned Equity Issuance?," Journal of Finance, American Finance Association, vol. 51(1), pages 253-278, March.
    50. He, Zhaozhao & Wintoki, M. Babajide, 2016. "The cost of innovation: R&D and high cash holdings in U.S. firms," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 280-303.
    51. Dudley, Evan, 2012. "Capital structure and large investment projects," Journal of Corporate Finance, Elsevier, vol. 18(5), pages 1168-1192.
    52. Christopher F. Baum & Mustafa Caglayan & Neslihan Ozkan, 2003. "The Impact of Macroeconomic Uncertainty on Trade Credit for Non-Financial Firms," Boston College Working Papers in Economics 566, Boston College Department of Economics.
    53. Barth, James R. & Lin, Chen & Lin, Ping & Song, Frank M., 2009. "Corruption in bank lending to firms: Cross-country micro evidence on the beneficial role of competition and information sharing," Journal of Financial Economics, Elsevier, vol. 91(3), pages 361-388, March.
    54. 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.
    55. Hart, Peter E & Oulton, Nicholas, 1996. "Growth and Size of Firms," Economic Journal, Royal Economic Society, vol. 106(438), pages 1242-1252, September.
    56. 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.
    57. Grullon, Gustavo & Hund, John & Weston, James P., 2018. "Concentrating on q and cash flow," Journal of Financial Intermediation, Elsevier, vol. 33(C), pages 1-15.
    58. 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.
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