“…The list of settings where peer effects, or network effects more generally, have been found to be important is a long and varied one. It includes a range of things from criminal behavior (Reiss (1980), Glaeser, Sacerdote and Scheinkman (1996), Kling, Ludwig and Katz (2005), Patacchini and Zenou (2008)), to education (e.g., Calvo-Armengol, Patacchini and Zenou (2008)), to risk-sharing and loan behavior (Fafchamps andLund (2003), De Weerdt (2004), Karlan, Mobius, Rosenblatt, Szeidl (2009)), to obesity , Halladay andKwak (2009) 3 The Structure of Social Networks I now turn to discussing what is known about social networks in terms of their basic structure and how they can be usefully quantified. These issues are of interest from a pure social science perspective to those studying how humans self-organize, as well as a basic tool box for those wishing to further study the role of network structure in economic interactions.…”