I show that the Engle-Kozicki formulation of common features--applied to international business cycles--has some surprising, counterintuitive, and, I argue, undesirable implications. Such implications can be derived only on a case-by-case basis, however, and are necessarily specific to each application. Therefore, some attention to those possibilities might usefully accompany each application of the general common-features principle.