We group each of the 493 deficiencies into one of nine categories (detailed in the Appendix, hereafter deficiency type). As the purpose of this paper is to provide descriptive evidence on material weakness disclosures, we choose to group our categories as generally as possible, based on the specific material weaknesses disclosed by management. We obtain additional data on industry, financial information, and auditor from the 2003 annual Compustat database.