How does the participation of foreign investors on local bond markets impact the volatility of bond prices and yields? An answer to this question is important for policy makers from emerging markets in their attempts to liberalize access to financial markets. However, empirical literature gives inconclusive answers to this question. Reasons are that studies analyze diverse types of bonds and apply their analyses to different samples of countries and for different phases in the opening up of markets. We add to existing knowledge by empirically investigating the impact of foreign investors' participation on the volatility of prices of two types of Chinese bonds, government bonds and policy bank bonds, as well as for three stages in the liberalization of the Chinese bond market. We find that foreign investors' participation does not exert significant effects on volatility until late in the opening of the bond market. In addition, we uncover that those bonds which are more influenced by government policies, policy bank bonds, are also more strongly affected by international capital flows. From a policy perspective, our results emphasize the importance of increasing the openness of China's local currency bond market, of stabilizing foreign investors' expectations and, in turn, international capital flows.