Some high school seniors who plan to attend college in the fall following graduation do not enroll. This phenomenon, known as summer melt, contributes to lower educational attainment, particularly among low-income students. We extend the literature on summer melt in two ways. First, we show that melt estimates can be sensitive to measurement…

Noncognitive constructs such as self-efficacy, social awareness, and academic engagement are widely acknowledged as critical components of human capital, but systematic data collection on such skills in school systems is complicated by conceptual ambiguities, measurement challenges and resource constraints. This study addresses this issue by…