This section presents the factors that influenced participants’ installation decisions. Our goal is to understand how and why usersdecide to install applications so that we can identify key points in the decision process where the application system may be improved. To this end, we examine the role of referral sources, user reviews, brands, and other security-relevant factors in participants’