Given that appropriate human behavior is required to minimize the occurrence of cybersecurity breaches, the issue of security compliance is critical. Within this context organizations would be interested in the efficient achievement of security compliance. In this paper we explore the concept of Security Compliance Efficiency, and present a hybrid DEA+MARS methodology for identifying its antecedents. We also present resulting examples of relationships that describe the impacts of intrinsic variables on Security Compliance Efficiency.