A discussion of findings and implications from an evaluation of the Colorado Qualistar Early Learning quality rating and improvement system (QRIS), which included: an assessment of system components and the relationships between them; a comparison of Qualistar measures to other established quality measures; and an examination of the association between quality improvements as measured by Qualistar components and children's socioemotional and cognitive outcomes