This document summarizes the roles and challenges of Institutional Research (IR) offices at four universities: Methodist University, Belmont Abbey College, Peace College, and Wake Forest University. The IR offices are typically small teams that respond to data requests, coordinate assessment and survey efforts, and support accreditation and reporting. Their main challenges include being understaffed, managing legacy data systems, and survey fatigue. They employ strategies like effective communication, anticipating information needs, using technology creatively, and obtaining temporary staff assistance.