1. UCL School of Management, University College London, London WC1E 6BT, United Kingdom
2. Department of Technology and Operations Management, Rotterdam School of Management, Rotterdam 3062 PA, Netherlands
3. Darden School of Business, University of Virginia, Charlottesville, Virginia 22903
4. Data Science Team, Vungle Inc., San Francisco, California 94107
5. San Francisco, California