This paper decomposes the market information of stock market and bond market into six types. The response characteristics of Chinese stock market and bond market to these information are examined by VMA model. The study shows that the different information may yield characteristics impact on the return, volatility and trading volume of the two market. Generally speaking, the impact of these information on the stock market is more significant than that on the bond market.