we cannot directly test the first hypothesis because it would require being able to identify events around which connected firms would be expected to manage their earnings in a particular direction and in excess of the level of earnings management adopted by similar non-connected peers. A prime candidate as an event for such a test would be the provision of government benefits to connected firms—which insiders would then attempt to steal. Such events however, are generally not observable on a wide scale.