Impact of Margin Trading and Short Selling on the Volatility of the Shanghai Composite Index: A GARCH Analysis
DOI:
https://doi.org/10.54097/1pk3m365Keywords:
Margin trading and short selling, Stock price volatility, GARCH modelAbstract
China launched a pilot margin trading and securities lending program on 31 March 2010, ending the stock market's single-sided trading regime. The program now has a material effect on stock price volatility, yet the price discovery function of margin trading and short selling has not been fully realized. This paper examines the effect of these activities on the volatility of the Shanghai Composite Index through theoretical and empirical analysis. It first explains the channels through which margin financing and securities lending affect stock market volatility, then fits volatility with a GARCH model and applies Granger causality tests and impulse response analysis. The results indicate that both margin financing and securities lending help stabilize stock market volatility. The paper recommends gradually expanding the range of eligible securities, improving the securities lending and refinancing mechanism, strengthening investor education on market risk, and enhancing risk controls for margin trading and short selling.
Downloads
References
[1] Xiao, H., & Kong, A. G. (2014). Research on the influence mechanism of margin trading and short selling on stock price idiosyncratic volatility: An examination based on the difference-in-differences model. Management World, (8), 30–43, 187–188.
[2] Li, Z. S., Du, S., & Lin, B. X. (2015). Short selling and stock price stability: Natural experiments from China's margin trading and short selling market. Journal of Financial Research, (6), 173–188.
[3] Yang, L., & Jiang, Y. Y. (2021). The impact of margin trading on stock market volatility: Empirical evidence from China's securities market. Financial Theory & Practice, (2), 84–91.
[4] Deng, X. Z., & Yao, J. J. (2022). Research on the impact of margin trading deregulation on stock market volatility. Journal of Xinjiang University of Finance and Economics, (3), 25–35.
[5] Chu, J., & Fang, J. X. (2016). China's margin trading system arrangement and the deterioration of stock price crash risk. Economic Research Journal, 51(5), 143–158.
[6] Ba, S. S., & Zhu, H. (2016). Margin trading, investor sentiment and market volatility. Studies of International Finance, (8), 82–96.
[7] Zhang, H. W., Yang, K., & Xiang, Y. B. (2016). Does margin trading increase volatility in the Shanghai and Shenzhen stock markets? Economic Theory and Business Management, (12), 21–31.
[8] An, H., Tang, H., & Gao, Y. X. (2018). Research on the impact of margin trading on China's stock market volatility. Forecasting, 37(5), 29–35.
[9] Liu, G. Y., Hou, J. N., & Yu, D. (2019). The impact of margin trading on China's A-share market volatility: A comparative study of the Shanghai and Shenzhen stock markets based on the event study method. Journal of Shandong Technology and Business University, 33(3), 29–38.
[10] Zhang, B., & Li, Q. (2021). The impact of margin trading on stock market volatility. China Management Informationization, 24(21), 151–152.
[11] Tang, Y. (2012). VAR model analysis of margin trading and stock market volatility in China. Finance and Economy, (9), 17–20.
[12] Liu, Y., Fang, L. B., Li, D. X., et al. (2016). Margin trading and market stability: Evidence from a dynamic perspective. Journal of Management Sciences in China, 19(1), 102–116.
[13] Liu, Y. P., & Cao, X. F. (2021). Empirical analysis of the impact of margin trading on A-share market volatility. Financial Theory and Teaching, (2), 29–34, 82.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 International Journal of World Economic Research

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.









