Market Value Relevance of Frontier Efficiency: Evidence from U.S. Property-Liability Insurance Acquisitions and Divestitures

Abstract

This paper examines the relationship between firm efficiency and stock market reaction to acquisitions and divestitures in the US property-liability insurance industry during the period 1997-2003. We use data envelopment analysis (DEA) to estimate firm cost and revenue efficiency. Abnormal returns are measured using the standard market model event study methodology. We then conduct multiple regression analysis with cumulative abnormal returns as dependent variables and efficiency and control variables as regressors. The results show that efficient acquirers and targets have higher cumulative abnormal returns but inefficient divesting firms have higher cumulative abnormal returns. The findings are consistent with insurance acquisitions and divestitures being driven primarily by value-maximizing motivations and also show that frontier efficiency provides relevant information for value-maximizing managers.