Access to Debt Finance: Which Policies Work? Empirical Evidence from Sub-Saharan Africa
DOI:
https://doi.org/10.6000/1929-7092.2016.05.28Keywords:
Debt-financing, trade reforms, structural reformsAbstract
Are the structural policy reforms effective in reducing debt financing constraints on formal sector enterprises in sub-Saharan Africa? We do not know. And the reason is the relatively limited research on the effectiveness of policies in the credit market. Using policy variables from the World Bank and the Enterprise Surveys data, the analysis involves three-way error component models. The results are indicative that taken together; structural policy reforms reduce debt financing constraints, at least, as it pertains to working capital needs. There is heterogeneity in the results. Changes in the business regulatory environment benefit large firms more than small ones. Financial sector reforms affect enterprises of all sizes relatively equally. For all the twelve countries, together, trade sector reforms initially increase the likelihood of access to debt finance by 20 percent until a policy threshold, beyond which progressive reforms in the trade sector reduce the probability by as much as 13 percent. Also, not all countries experience the same effects from trade sector reforms. The result is robust to different indicators of credit constraint and measures of structural reforms. The results have implications on the World Bank's push towards reforms on trade policy across countries.
References
Ayyagari, M., Demirguc-Kunt, A., & Maksimovic, V. 2011. ""Small vs. young firms across the world: contribution to employment, job creation, and growth."" World Bank Policy Research Working Paper Series, (April), 1–57.
Ayyagari, M., Demirgüç-Kunt, A., & Maksimovic, V. 2008. ""How important are financing constraints? The role of finance in the business environment."" World Bank Economic Review, 22(3), 483–516.
http://dx.doi.org/10.1093/wber/lhn018
Baltagi, B. H. 2008. Econometric analysis of panel data. Chichester, UK: John Wiley & Sons.
Beck, T., & Demirguc-Kunt, A. 2006. ""Small and medium-size enterprises: Access to finance as a growth constraint."" Journal of Banking and Finance, 30(11), 2931–2943.
http://dx.doi.org/10.1016/j.jbankfin.2006.05.009
Beck, T., Demirgüç-kunt, A., Honohan, P., Beck, T., Demirgüc-kunt, A., & Honohan, P. 2009. ""Access to Financial Services?: Measurement Impact and Policies."" World Bank Research Observer, 24(1), 119–145.
http://dx.doi.org/10.1093/wbro/lkn008
Bigsten, A., Collier, P., & Dercon, S. 2003. ""Credit Constraints in Manufacturing Enterprises in Africa.""Journal of African Economics, 12(1), 104–125.
http://dx.doi.org/10.1093/jae/12.1.104
Burkart, M., & Ellingsen, T. 2004. ""In-kind finance: A theory of trade credit."" American Economic Review, 94(3), 569–590.
http://dx.doi.org/10.1257/0002828041464579
Cassar, G. 2004. ""The financing of business start-ups."" Journal of Business Venturing, 19(2), 261–283.
http://dx.doi.org/10.1016/S0883-9026(03)00029-6
Du, J., & Girma, S. 2012. ""Firm Size, Source of Finance, and Growth - Evidence from China."" International Journal of the Economics of Business, 19(3), 397–419.
http://dx.doi.org/10.1080/13571516.2012.715272
Fazzari, S. M., Hubbard, R. G., & Petersen, B. C. 2000. ""Investment-cash flow sensitivities are useful: A comment on Kaplan and Zingales."" Quarterly Journal of Economics, 115(2), 695–705.
http://dx.doi.org/10.1162/003355300554773
Fazzari, S. M., Hubbard, R. G., Petersen, B. C., Blinder, A. S., & James, M. 1988. ""Financing Corporate Constraints Investment."" Brookings Papers on Economic Activity, 1(1), 141–206.
http://dx.doi.org/10.2307/2534426
Greene, W. H. 2012. Econometric Analysis. Prentice Hall (Vol. 97).
Gurley, J. G., & Shaw, E. S. 1955. ""Financial Aspects of Economic Development."" The American Economic Review, 45(4), 515–538.
Gwartney, J., Lawson, R., & Hall, J. 2013. Economic Freedom Dataset published in Economic Freedom of the World. Fraser Institute
Julia Cage, 2015. ""Measuring Policy Performance: Can We Do Better than the World Bank?,"" Sciences Po publications
Kaplan, Steven and Luigi Zingales. 1997. “Do Financing Constraints Explain Why Investment is Correlated with Cash Flow?” Quarterly Journal of Economics, CXII, 169-215.
http://dx.doi.org/10.1162/003355397555163
Kaplan, S. N., & Zingales, L. 2000. ""Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints."" The Quarterly Journal of Economics, 115(2), 707–712.
http://dx.doi.org/10.1162/003355300554782
Kuntchev, V., 2014. What have we learned from the Enterprise Surveys regarding access to finance by SMEs? Enterprise Analysis Unit, (May), pp. 1-35.
Schumpeter, J. A. 1934. The Theory of Economic Development. Harvard University Press.
Smith, J. K. 1987. ""Trade Credit and Informational Asymmetry."" The Journal of Finance, 42(4), 863–872.
http://dx.doi.org/10.1111/j.1540-6261.1987.tb03916.x
Petersen, M. a., & Rajan, R. G. 1997. ""Trade Credit: Theories and Evidence."" Review of Financial Studies, 10(3), 661–691.
http://dx.doi.org/10.1093/rfs/10.3.661
Pfarr, C. 2011. ""Estimating Ordered Categorical Variables Using Panel Data?: A Generalised Ordered Probit Model with an Autofit Procedure,"" Stata Journal 54(1), 7–23.
The World Bank. 2013. Doing Business 2013.
The World Bank. 2013. Country Policy And Institutional Assessment Reports (Includes Djibouti and Yemen) 98118.
Tirole, J. 2006. The theory of corporate finance. Princeton, N.J: Princeton University Press.
Verbeek, M., & Nijman, T. 1992. ""Can cohort data be treated as genuine panel data?"" Empirical Economics, 17(1), 9–23.
http://dx.doi.org/10.1007/BF01192471
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