Junarsin Eddy, Pelawi Rizky Yusviento, Kristanto Jordan, Marcelin Isaac, Pelawi Jeffrey Bastanta
SUNY Cortland, USA.
UGM Faculty of Economics and Business, Indonesia.
Heliyon. 2023 Jul 18;9(9):e18384. doi: 10.1016/j.heliyon.2023.e18384. eCollection 2023 Sep.
Literature suggests two contradictory views regarding the impacts of fintech lending on banks. The competition-instability proponents believe that fintech lending expansion erodes bank market and threatens banks as traditional intermediaries, thereby intensifying bank risk-taking and potentially disturbing financial stability. In contrast, the competition-stability proponents believe fintech lending reduces asymmetric information in the credit market, thus reducing bank risk-taking and increasing bank resilience to a systematic shock. This paper aims to examine the impacts of fintech lending expansion on bank-risk taking, i.e., credit channeling activity and bank risk. This study utilizes the OLS, random effects, fixed effects, and two-step GMM regressions to test the conjectures. Consistent with the competition-stability hypothesis, our evidence indicates that shadow banking increases as banks actively seek channels to diversify their risks but are less likely to use fintech lending as a credit channel. This paper also corroborates the notion that fintech lending expansion encourages banks to diversify their risks. Pertaining to the relationship between fintech lending and bank risk, our results suggest that fintech lending expansion encourages banks to work more efficiently to improve their credit quality rather than to intensify bank risk-taking. These findings also indicate that synergy between fintech lending and banks would increase bank credit quality. This paper also examines the reasonable credit limits for fintech lending firms based on MSMEs' characteristics. Employing the threshold regression, we find that IDR5 billion is the maximum credit provision to induce the profitability of MSMEs whereas IDR6 billion is the maximum credit provision to minimize the default risk of MSMEs.
文献对于金融科技贷款对银行的影响提出了两种相互矛盾的观点。竞争-不稳定论的支持者认为,金融科技贷款的扩张侵蚀了银行市场,并威胁到作为传统中介机构的银行,从而加剧了银行的冒险行为,并可能扰乱金融稳定。相比之下,竞争-稳定论的支持者认为,金融科技贷款减少了信贷市场中的信息不对称,从而降低了银行的冒险行为,并增强了银行对系统性冲击的抵御能力。本文旨在研究金融科技贷款扩张对银行冒险行为的影响,即信贷渠道活动和银行风险。本研究利用普通最小二乘法(OLS)、随机效应、固定效应和两步广义矩估计(GMM)回归来检验这些推测。与竞争-稳定假说一致,我们的证据表明,随着银行积极寻求风险分散渠道,但不太可能将金融科技贷款用作信贷渠道,影子银行有所增加。本文还证实了金融科技贷款扩张鼓励银行分散风险这一观点。关于金融科技贷款与银行风险之间的关系,我们的结果表明,金融科技贷款扩张鼓励银行更高效地运作以提高其信贷质量,而不是加剧银行的冒险行为。这些发现还表明,金融科技贷款与银行之间的协同作用将提高银行信贷质量。本文还根据中小企业的特征研究了金融科技贷款公司的合理信贷限额。采用门槛回归,我们发现50亿印尼盾是诱导中小企业盈利的最大信贷额度,而60亿印尼盾是使中小企业违约风险最小化的最大信贷额度。