Russian Market of Online Microloans to the Population: Credit Risks Analysis

Yuliya S. Evlakhova, Alexandra A. Tregubova
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Abstract

The credit bubble and the accompanying credit risks in the microfinance market could potentially threaten financial stability, as a crisis in the microfinance market could trigger an influx of high-risk clients into the banking sector. The purpose of the study is to assess the level of credit risk that creates threats of financial instability in the microloan market for the population, including its online segment. The hypothesis of the study is that during periods of crisis there are critical deviations of the key characteristics of the credit risk of the microloan market for the population, including its online segment. An original approach to assessing credit risk in the market of microloans to the population is proposed, which includes: (1) selection of indicators of the microfinance market that characterize credit risk at the macrolevel; (2) exponential smoothing models that make it possible to obtain an estimate of the boundaries of the corridor of acceptable values of market indicators. The information base of the study was the official statistical data of the Bank of Russia on the activities of microfinance institutions. The results of the study made it possible to identify the emergence of several "bubbles" of online microloans in the microfinance market: the largest of them was recorded on March 31, 2021, and was due to an increase in the issuance of both online PDL and online IL microloans, the second largest was recorded on June 30, 2022, and was caused exclusively by the growth of online PDL microloans. It was revealed that the level of credit activity of microfinance organizations shifted from high to moderate, while their credit activity did not provoke an excessive increase in credit risks of the microfinance market. In order to timely prevent crises in the microfinance market, the necessity of monitoring the values of outstanding overdue debts of microfinance organizations and interest arrears on microloans issued online IL is substantiated. The practical significance of the study lies in the possibility of using the results obtained in the prudential regulation of the microfinance market, in assessing the risks of the activities of microfinance organizations and their clients – individual borrowers. The theoretical significance of the study lies in the expanding of the analysis of credit risks in the microfinance market through the study of the segment of online microloans.
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俄罗斯人口小额在线贷款市场:信用风险分析
小额信贷市场的信贷泡沫和伴随的信贷风险可能威胁到金融稳定,因为小额信贷市场的危机可能引发高风险客户涌入银行业。这项研究的目的是评估在小额贷款市场(包括其在线部分)对人口造成金融不稳定威胁的信贷风险水平。该研究的假设是,在危机期间,小额贷款市场对人口的信贷风险的关键特征存在严重偏差,包括其在线部分。本文提出了一种评估人口小额贷款市场信用风险的方法,该方法包括:(1)选择宏观层面表征信贷风险的小额贷款市场指标;(2)指数平滑模型,可以获得市场指标可接受值走廊边界的估计。本研究的资料基础是俄罗斯银行关于小额信贷机构活动的官方统计数据。研究结果可以确定小额信贷市场中在线小额贷款的几个“泡沫”的出现:其中最大的泡沫记录于2021年3月31日,这是由于在线PDL和在线IL小额贷款的发行增加,第二大泡沫记录于2022年6月30日,完全是由在线PDL小额贷款的增长引起的。结果显示,小额信贷机构的信贷活动水平由“高”向“中”转变,但其信贷活动并未引起小额信贷市场信贷风险的过度增加。为了及时预防小额信贷市场的危机,对小额信贷机构逾期未偿债务和网上发放的小额贷款的拖欠利息进行价值监测的必要性得到了证实。本研究的实际意义在于,有可能利用在小额信贷市场审慎监管中获得的结果,评估小额信贷组织及其客户(个人借款人)活动的风险。本研究的理论意义在于,通过对网络小额贷款细分市场的研究,拓展了对小额信贷市场信用风险的分析。
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