The financial crisis that erupted in late 2007 has resurfaced debates about the role of accounting and external financial reporting by financial institutions in helping detect or mask systemic risks and in exacerbating or mitigating such risks. The debate has largely focused on the role of fair...

This paper reviews research that uses big data and/or machine learning methods to provide insight relevant for equity valuation. Given the huge volume of research in this area, the review focuses on studies that either use or inform on accounting variables. The article concludes by providing...

We examine four key conceptual tensions that are at the heart of many financial reporting dilemmas: stocks vs. flows, ex-ante vs. ex post, conventions vs. economic substance, and top-down design vs. bottom-up evolution as sources of accounting practice. Associated with each of these conceptual...