We discuss the role of common knowledge/common information in decision making over networks. We present "the common knowledge/common information methodology" and show how it can be used to solve a broad class of dynamic team problems that arise in networks and were previously unsolved. We demonstrate how the common knowledge methodology can be used to solve problems arising in multiple access communication networks and in dynamic routing under non-classical information structure.