“…Third, for micro and small firms, which account for 96 percent of all firms in our sample, we find evidence of a negative sensitivity of investment to debt service as measured in terms of the EBITDA-to-debt ratio. Overall, these results are in line with empirical findings by Vermeulen (2002) and the literature on the financial propagation mechanism, which states that large firms tend to be better diversified and are likely to face lower financial constraints (Gertler and Gilchrist, 1994). The results, therefore, provide some preliminary evidence for the importance of bank credit supply restrictions, thereby supporting earlier studies which find that investment by borrowers that are more dependent on banks drops significantly relative to that of borrowers less dependent on banks (Buca and Vermeulen, 2017).…”