The attitudes towards credit risk of corporate bonds by government are most important for Chinas corporate bond market development, which is now in the starting up phase. This research points out that the first thing government should do is to strengthen its function on guaranteeing a system with high degree of transparency on information, and weaken its function on controlling the quality of corporate bonds.