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E-Commerce Letters 2024
基于功效系数法的财务风险预警研究——以蔚来汽车为例
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Abstract:
近年来中国汽车制造业的发展稳步提升，但由于国家政策以及石油价格、材料价格、竞争对手等市场因素的影响，汽车制造业的发展也面临着巨大的压力。因此，对于汽车制造业来说，构建财务风险预警体系显得尤为重要。本文选取蔚来汽车作为研究对象，结合皮尔逊相关性分析法和熵值法对指标进行筛选和赋权，运用改进后的功效系数法分析计算出蔚来汽车的财务预警得分。最后，针对蔚来汽车的财务风险管理提出了具体的保障措施。
In recent years, the development of China’s automobile manufacturing industry has steadily improved. However, due to the influence of national policies and market factors such as oil prices, material prices and competitors, the development of the automobile manufacturing industry is facing great pressure. Therefore, for the automobile manufacturing industry, it is necessary to establish the financial risk early warning system. This paper selects NIO Automobile as the research object and uses Pearson correlation analysis and the entropy method to screen the index and assign weights to each index. And the improved efficiency coefficient method is used to analyze and calculate the financial early warning score of NIO. Finally, specific measures are proposed for NIO’s financial risk management.
| [1] | Haynes, J. (1895) Risk as an Economic Factor. The Quarterly Journal of Economics, 9, 409–449. https://doi.org/10.2307/1886012 |
| [2] | Beaver, W.H. (1966) Market Prices, Financial Ratios, and the Prediction of Failure. Journal of Accounting Research, 4, 71-111. https://doi.org/10.2307/2490171 |
| [3] | 刘恩禄, 汤谷良. 论财务风险管理[J]. 北京商学院学报, 1989(1): 50-54. |
| [4] | Fitzpatrick, P.J. (1932) A Comparison of the Ratios of Successful Industrial Enterprises with Those of Failed Companies. Análise Molecular Do Gene Wwox, pp. 598-605. |
| [5] | Altman, E.I., Haldeman, R.G. and Narayanan, P. (1977) ZETA Analysis: A New Model to Identify Bankruptcy Risk of Corporations. Journal of Banking and Finance, 1, 29-54. https://doi.org/10.1016/0378-4266(77)90017-6 |
| [6] | Blum, M.P. (1974) Failing Company Discrimination Analysis. Journal of Accounting Research, 12, 1-25. https://doi.org/10.2307/2490525 |
| [7] | 于富生, 张敏, 姜付秀, 任梦杰. 公司治理影响公司财务风险吗? [J]. 会计研究, 2008(10): 52-59 97. |
| [8] | Ohlson, J.A. (1980) Financial Ratios and the Probabilistic Prediction of Bankruptcy. Journal of Accounting Research, 18, 109-131. https://doi.org/10.2307/2490395 |
| [9] | Odom, M.D. and Sharda, R. (1990) A Neural Network Model for Bankruptcy Prediction. International Joined Conference on Neural Network, 2, 163-168. https://doi.org/10.1109/IJCNN.1990.137710 |
| [10] | 关欣, 王征. 基于Logistic回归和BP神经网络的财务预警模型比较[J]. 统计与决策, 2016(17): 179-181. |
| [11] | Theil, H. (1965) The Information Approach to Demand Analysis. Econometric, 33, 67-87. https://doi.org/10.2307/1911889 |
| [12] | 顾晓安. 公司财务预警系统的构建[J]. 财经论丛(浙江财经学院学报), 2000(4): 65-71. |
| [13] | Suhavna, E. and Em, N. (2005) A Strategic Model for Consolidating BSC Measures Based on the Desirability Function: A Case Study of a Website Company. Pacific Asia Conference on Information Systems. |
| [14] | 唐政. BF农资集团财务风险预警研究[D]: [硕士学位论文]. 哈尔滨: 哈尔滨商业大学, 2018. |
| [15] | 崔笛. 熵值法和功效系数法在企业财务风险预警应用研究[J]. 商场现代化, 2021(23): 129-131. |
