Universities are struggling to keep up with the cost of doing research. Some are searching for new ways to improve their likelihood of getting grant funding to support their research efforts. As a function of the academic research enterprise, research development offices and research development staff at universities utilize specific activities to…

Previous systematic reviews indicate a lack of reporting of reliability and validity evidence in subsets of the medical education literature. Psychology and general education reviews of factor analysis also indicate gaps between current and best practices; yet, a comprehensive review of exploratory factor analysis in instrument development across…