谁需要贷款,谁得到贷款?来自小企业财务调查的证据

Rebel A. Cole, Tatyana Sokolyk
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引用次数: 152

摘要

在本研究中,我们使用美联储1993年、1998年和2003年小企业财务调查的数据,根据小企业的信贷需求将其分为四组,并将信贷分配过程建模为三个步骤的序列。首先,企业需要信贷吗?我们将那些没有贷款的公司归类为“非借款人”;这些公司在文献中很少受到关注,尽管它们占所有小企业的一半以上。第二,企业是否需要信贷,但由于担心被拒绝而未能申请?我们把这样的公司归类为“气馁的借款人”。与非借贷者一样,气馁的借贷者在文献中很少受到关注,而且经常与申请信贷但被拒绝的公司混在一起。气馁的借贷者的数量超过了申请贷款但被拒绝的公司,比例超过了2比1。第三,企业申请信贷,但被拒绝了吗?我们将这些公司归类为“被拒绝的借款人”。最后,我们将申请并获得信贷的公司归类为“批准借款人”。我们的研究结果显示,这四组公司之间存在着强烈而显著的差异。非借款人看起来非常像获得批准的借款人,这与资本结构的啄食顺序理论(Pecking-Order Theory)一致。气馁的借款者在许多方面与被拒绝的借款者相似,但在许多方面却有显著不同。这一发现对之前的研究结果提出了质疑,这些研究将这两组公司放在一起分析信贷分配。最后,我们发现强有力的证据表明,被拒绝的借款人与被批准的借款人在许多特征上不同,正如先前文献中所记载的那样。特别值得注意的是,少数族裔所有的公司,尤其是黑人所有的公司,被拒绝贷款的比例远远高于白人所有的公司。
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Who Needs Credit and Who Gets Credit? Evidence from the Surveys of Small Business Finances
In this study, we use data from the Federal Reserve’s 1993, 1998 and 2003 Surveys of Small Business Finances to classify small businesses into four groups based upon their credit needs and to model the credit allocation process into a sequence of three steps. First, do firms need credit? We classify those that do not as “non-borrowers;” these firms have received scant attention in the literature even though they account for more than half of all small firms. Second, do firms need credit but fail to apply because they feared being turned down? We classify such firms as “discouraged borrowers.” Like non-borrowers, discouraged borrowers have received little attention in the literature and often are pooled with firms who applied for, but were denied, credit. Discouraged borrowers outnumber firms that applied for, but were denied, credit by more than two to one. Third, do firms apply for credit, but get turned down? We classify such firms as “denied borrowers.” Finally, we classify firms that applied for, and were extended, credit as “approved borrowers.” Our results reveal strong and significant differences among each of these four groups of firms. Non-borrowers look very much like approved borrowers, consistent with the Pecking-Order Theory of capital structure. Discouraged borrowers resemble denied borrowers in many respects, but are significantly different along a number of dimensions. This finding calls into question the results from previous studies that have pooled together these two groups of firms in analyzing credit allocation. Finally, we find strong evidence that denied borrowers differ from approved borrowers across numerous characteristics, as previously documented in the literature. Of particular note, minority owned-firms, and especially Black-owned firms, were denied credit at a far higher rate than firms with owners who were white.
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