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Academic Journal of Business & Management, 2022, 4(3); doi: 10.25236/AJBM.2022.040310.

Research on Comprehensive Quality of Listed Companies Based on Principal Component Analysis


Tianyu Jia1, Yawen Li2

Corresponding Author:
Tianyu Jia

1School of Finance, Southwestern University of Finance and Economics, Chengdu, Sichuan, 611130, China

2School of Statistics, Capital University of Economics and Business, Beijing, 100000, China


The operating conditions and development prospects of listed companies are closely related to the company’s financial indicators. This paper selects 10 financial indicators of 4413 listed companies in China from 2018 to 2021, constructs an index system suitable for evaluating the overall financial quality of listed Companies in China by using the principal component analysis method, explores the impact degree of each index, and draws relevant conclusions about the comprehensive quality of listed companies.


Listed company, Financial indicators, Principal component analysis, Comprehensive evaluation

Cite This Paper

Tianyu Jia, Yawen Li. Research on Comprehensive Quality of Listed Companies Based on Principal Component Analysis. Academic Journal of Business & Management (2022) Vol. 4, Issue 3: 53-57. https://doi.org/10.25236/AJBM.2022.040310.


[1] Wenjing Chen. Comprehensive analysis and evaluation of financial quality of Listed Companies -- Based on the empirical data of Listed Companies in Anhui Province [J]. Anhui University of Finance and Economics

[2] Linlin Dong. Research on the comprehensive evaluation system of profit quality of Listed Companies in China -- Taking the listed companies of household appliances as an example [J]. China University of Petroleum (East China) f275; F276. six

[3] Evaluation and analysis of profit quality of Listed Companies [J]. Qin Zhao Journal of Hubei University of Economics (HUMANITIES AND SOCIAL SCIENCES EDITION). 2012 (09)

[4] Jing Guo. Analysis on market performance and influencing factors of pharmaceutical manufacturing industry in Jiangsu Province [J]. China Economic and trade guide, November 2021 (middle): 14-18

[5] Yongping Fang. How to improve the solvency of Chinese companies [J]. Financial audit, 2011.5 (Part 2): 15-20

[6] Mengyun Niu. Strengthen the management of accounts receivable and improve the operation capacity of enterprises [J] Times finance, NO.8, 2011: 151