In this paper, we examine the information content of insider transactions in China and analyze how ownership structures shape market reaction to these transactions. We find that the cumulative abnormal return (CAR) to insider purchases is a convex function of the percentage of shares owned by the largest shareholder. Further, the CAR to insider purchases is lower when the largest shareholder is government-related, or when the control rights of the largest shareholder exceed its cash flow rights.