Jiang Huichen, Han Liyan
School of Economics and Management, Beihang University, Beijing 100191, China.
Entropy (Basel). 2018 Apr 6;20(4):255. doi: 10.3390/e20040255.
We collected data pertaining to Chinese listed commercial banks from 2008 to 2016 and found that the competition between banks is becoming increasingly fierce. Commercial banks have actively carried out diversification strategies for greater returns, and the financial reports show that profits are increasingly coming from the non-interest income benefits of diversification strategies. However, diversification comes with risk. We built a panel threshold model and investigated the effect of income diversification on a bank's profitability and risk. Diversification was first measured by the Herfindahl-Hirschman index (HHI), and the results show that there is a nonlinear relationship between diversification and profitability or risk does exist. We introduced an interesting index based on the entropy to test the robustness of our model and found that a threshold effect exists in both our models, which is statistically significant. We believe the combination of the entropy index (ENTI) and the HHI enables more efficient study of the relationship between diversification and profitability or risk more efficiently. Bankers and their customers have increasingly been interested in income diversification, and they value risk as well. We suggest that banks of different sizes should adopt the corresponding diversification strategy to achieve sustainable development.
我们收集了2008年至2016年中国上市商业银行的数据,发现银行之间的竞争日益激烈。商业银行为了获得更高的回报积极实施多元化战略,财务报告显示利润越来越多地来自多元化战略带来的非利息收入收益。然而,多元化伴随着风险。我们构建了一个面板门槛模型,研究了收入多元化对银行盈利能力和风险的影响。多元化首先通过赫芬达尔-赫希曼指数(HHI)来衡量,结果表明多元化与盈利能力或风险之间存在非线性关系。我们引入了一个基于熵的有趣指数来检验模型的稳健性,发现我们的两个模型中都存在门槛效应,且具有统计显著性。我们认为熵指数(ENTI)和HHI的结合能够更有效地研究多元化与盈利能力或风险之间的关系。银行家和他们的客户越来越关注收入多元化,同时也重视风险。我们建议不同规模的银行应采取相应的多元化战略以实现可持续发展。