Growth-to-standard models evaluate student growth against the growth needed to reach a future standard or target of interest, such as proficiency. A common growth-to-standard model involves comparing the popular Student Growth Percentile (SGP) to Adequate Growth Percentiles (AGPs). AGPs follow from an involved process based on fitting a series of…

This article offers a critique of the validity argument put forward by Camara, Mattern, Croft, and Vispoel (2019) regarding the use of college-admissions tests in high school assessment systems. We challenge their argument in two main ways. First, we illustrate why their argument fails to address broader issues related to consequences of using…

This rejoinder provides a reply to comments on a middle school college readiness index, which was devised to generate earlier and more nuanced readiness diagnoses to K-12 students. Issues of reliability and validity (including construct underrepresentation and construct-irrelevant variance) are discussed in detail. In addition, comments from…

In 2018, 26 states administered a college admissions test to all public school juniors. Nearly half of those states proposed to use those scores as their academic achievement indicators for federal accountability under the Every Student Succeeds Act (ESSA); many others are planning to use those scores for other accountability purposes.…

This study evaluates four growth prediction models--projection, student growth percentile, trajectory, and transition table--commonly used to forecast (and give schools credit for) middle school students' future proficiency. Analyses focused on vertically scaled summative mathematics assessments, and two performance standards conditions (high…

Large-scale observational measures of classroom practice increasingly focus on opportunities for student participation as an indicator of instructional quality. Each observational measure necessitates making design and coding choices on how to best measure student participation. This study investigated variations of coding approaches that may be…

The Growth Model Pilot Program (GMPP) was introduced as a response to criticism of the reliance of No Child Left Behind on status-based indicators. Although incorporating a growth component appears to be a step in the right direction, it adds a level of complexity that brings to the fore new concerns. Three of the four papers in this special issue…

This study compared different stakeholders' perceived validity of various indicators of student learning used to judge the quality of students' academic performance. Data were gathered from the questionnaire responses of 314 educators in three states that have implemented comprehensive state-wide assessment programs with high-stakes consequences…