商业银行的金融技术水平与信贷结构调整

Yalong Sun
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摘要

在传统的银行信贷模式下,出于财务控制和风险考虑,商业银行信贷规模增长有限。银行往往采取短期信贷策略,倾向于发放担保贷款而非信用贷款。近年来,商业银行金融科技的发展在一定程度上打破了传统金融体系的信贷资源配置模式,对优化商业银行信贷结构具有重要意义。本文首先分析了商业银行金融科技发展对银行信贷结构调整的影响路径,然后选取2017-2021年我国91家商业银行的面板数据,运用NLP(自然语言处理)构建衡量银行金融科技水平的指标。本文以商业银行为研究对象,实证研究了金融科技对我国商业银行信贷结构的影响,并分析了相关机理。研究发现,商业银行金融科技水平的提高可以降低银行不良贷款率,促进银行信贷结构优化,提高信用贷款、个人贷款、中长期贷款的贷款规模和比重。对于大型商业银行和中小型银行而言,信贷结构的优化程度存在显著差异。另一方面,银行信贷结构的调整将更多的客户纳入贷款业务范围,促进了银行盈利能力的不断提高。
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Financial Technology Level and Credit Structure Adjustment of Commercial Banks
Under the traditional bank credit model, due to financial control and risk considerations, the growth of commercial bank credit scale is limited. Banks often adopt short-term credit strategies and tend to issue guaranteed loans instead of credit loans. In recent years, the development of financial technology in commercial banks has broken the credit resource allocation model of the traditional financial system to a certain extent, which is of great significance for optimizing the credit structure of commercial banks. This paper first analyzes the path of the development of commercial bank financial technology on the adjustment of bank credit structure, and then selects the panel data of 91 commercial banks in China from 2017 to 2021, uses NLP (Natural Language Processing) to construct indicators to measure the level of bank financial technology. Taking commercial banks as the research object, this paper empirically studies the impact of financial technology on the credit structure of commercial banks in China and analyzes the relevant mechanisms. The study found that the increase of the level of financial technology of commercial banks can reduce the bank's non-performing loan ratio, promote the optimization of bank credit structure, increase the loan scale and proportion of credit loans, personal loans, medium and long-term loans. For large commercial banks and small and medium-sized banks, There is a significant difference in the degree of optimization of the credit structure. On the other hand, the adjustment of bank credit structure has brought more customers into the scope of loan business, which has promoted the continuous improvement of the bank's profitability.
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