Enterprise risk management: An empirical analysis of factors associated with the extent of implementation

This exploratory study examines factors associated with the stage of ERM implementation at a variety of US and international organizations. Based on data gathered from 123 organizations, we find the stage of ERM implementation to be positively related to the presence of a chief risk officer, board independence, CEO and CFO apparent support for ERM, the presence of a Big Four auditor, entity size, and entities in the banking, education, and insurance industries. We also find US organizations to have less-developed ERM processes than international organizations. We believe this paper will provide an initial foundation for more advanced research about ERM.