This document provides information about a 2005 report that assessed the quality of research and development at public universities and institutes in Slovakia. It discusses the creation of the Academic Ranking and Rating Agency (ARRA), an independent organization that aims to evaluate universities and provide rankings based on predetermined quality criteria. The report describes ARRA's assessment process, which involved selecting indicators of education and research quality, grouping faculties by field of study, assigning points scores to faculties based on their performance on the indicators, calculating university scores based on faculty scores, and ultimately ranking universities.