To better understand the success factors for mobile money, the GSMA partnered with Shawn Cole, a professor at Harvard Business School, and Jake Kendall, the Director of DFS Lab at Caribou Digital, to examine the relative importance of key business and market characteristics on the growth of active mobile money accounts, as well as on mobile money transaction volumes and values through multi-variable regression analyses.