Since some CEOs were born prior to the period covered by the FEMA dataset , their exposure to natural disasters in their formative years ( 5 - 15 years ) may be missing in our dataset . To construct a more comprehensive countylevel natural disaster database that covered the period of all CEOs ' formative years , we searched additional data sources , which included the United States Census Bureau ,