She enriches her academic pursuits with a practical view, after twenty years of experience in operations, credit, and business development in the corporate world. Dr Appelbaum has published manuscripts in Accounting Horizons, Journal of Emerging Technologies in Accounting, Auditing: Journal of Practice and Theory, and in other academic and practitioner journals, based on her research regarding analytics, big data, and automation in financial auditing and fraud detection.