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Academic Journal of Business & Management, 2022, 4(3); doi: 10.25236/AJBM.2022.040309.

Research on the Influence Mechanism of Stock Returns of Listed Companies Based on Stepwise Regression Model


Yawen Li1, Tianyu Jia2

Corresponding Author:
Yawen Li

1School of Statistics, Capital University of Economics and Business, Beijing, 100000, China

2School of Finance, Southwestern University of Finance and Economics, Chengdu, Sichuan, 611130, China


A key feature of the stock market is the volatility of stock returns, which is caused by many factors, among which the analysis of financial indicators of listed companies has the most critical impact on stock returns. In order to deal with the principle of the influencing factors of stock returns better, the influencing factors of stock returns are studied in this paper. First, sort out and analyze the factors that may affect stock returns, and then use stepwise regression to extract the characteristic variables, and then test the significance of the equation and the significance of the variables to obtain the equation model. Through the analysis of economic meaning, it can be concluded that the coefficients are in line with the principles of economics, which can effectively predict the trend of future stock returns, help investors make reasonable investment decisions, and have certain practical significance.


Stock returns, Financial indicators, Influencing factors, Stepwise regression

Cite This Paper

Yawen Li, Tianyu Jia. Research on the Influence Mechanism of Stock Returns of Listed Companies Based on Stepwise Regression Model. Academic Journal of Business & Management (2022) Vol. 4, Issue 3: 48-52. https://doi.org/10.25236/AJBM.2022.040309.


[1] Li Jianjun. Correlation analysis between stock prices and financial indicators of listed companies [J]. Journal of Huazhong Agricultural University (Social Science Edition), 2014, (05): 138-143.

[2] Liu Pengjuan. Analysis of Micro Factors Affecting the Stock Price of Listed Companies—An Empirical Study Based on the Steel Industry [J]. Shang. 2016, No. 013.

[3] Beaver.W.H: The Information Content of Annual Earnings Announcements, Journal of Accounting Research, Vol.21, 1981.

[4] Hao Yugui, Lu Juan. The correlation between cash flow, net profit and stock price [J]. Accounting Communications, 2006(6):12-13.

[5] Wang Bifang. Research on the correlation between financial indicators and stock prices of financial holding companies—Taking Taiwan as an example [J]. Technical Economics and Management Research, 2014(1): 75-79

[6] Wang Danni. The influence of placard acquisition on company stock price and operating performance: an empirical study from China's stock market [J]. Today's Fortune. 2019, No. 006