Better child outcomes are the ultimate goal of early care and education (ECE) quality improvement (QI) efforts, but assessing these outcomes is difficult and rarely done. This study identifies five strategies for incorporating child assessments into the design, implementation, and evaluation of QI initiatives such as quality rating and improvement systems. The study assesses the merits of each strategy and offers guidance for its use.