The obvious characteristic of Chinese stock market is big rise, big fall and instability and the government often uses some policy instruments to regulate the operation of the stock market. In this article, the related documents about the policy factors effecting the movement of the stock market are summarized firstly. Then a game model is built to analyze the course of operation between the government and the investors. At last, some suggestions are offered based on the status quo of Chinese stock market.