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引用次数: 0
摘要
本研究采用量化回归方法研究了银行盈利能力的决定因素,深入探讨了影响不同盈利能力百分位数的银行的因素。研究利用 Orbis 提供的涵盖 101 个国家 1200 家顶级市场机构的综合数据库,独特地采用了动态面板量化回归法,同时解决了样本存活偏差问题。我们的研究结果表明,银行规模和资本充足率会对盈利能力产生负面影响,而市场价值则会对盈利能力较高的银行产生积极影响。信贷风险对不同盈利水平银行的盈利能力影响不同,而通货膨胀率仅对盈利能力较高的银行有显著影响。本研究为现有文献做出了贡献,提供了关于决定银行盈利能力的因素及其在样本中不同百分位数的表现的宝贵见解,表明了银行效率和竞争在促进经济增长方面的重要性。
Determinant factors of banking profitability: an application of quantile regression for panel data
This study examines the determinants of bank profitability using a quantile regression approach, offering insights into factors affecting banks across different percentiles of profitability. Utilizing a comprehensive database from Orbis covering 1200 top-market institutions across 101 countries, the research uniquely employs dynamic panel quantile regression while addressing sample survival bias. Our findings highlight that bank size and capital adequacy negatively impact profitability, whereas market value exerts a positive influence on higher profitability banks. Credit risk affects profitability differently across levels of profitability, and inflation rate shows significance only for higher profitability banks. The study contributes to the existing literature by offering valuable insights into the factors determining bank profitability and how they behave at different percentiles in the sample, suggesting the importance of bank efficiency and competition in promoting economic growth.