We argue that teacher preparation programs considering approaches to assess teaching quality should choose measures that appropriately represent the complexity of teaching, have formative value in supporting teacher candidates develop as highly qualified teachers and consider the context, mission, and people that the program desires to serve. The…

Higher education institutes are increasingly turning their attention to web-based learning management systems. The purpose of this study is to investigate whether data collected from LMS can be used to predict student performance in classrooms that use LMS to supplement face-to-face teaching. Data was collected from eight courses spread across two…

Positive behavioral interventions and supports (PBIS) is an empirically-based framework for proactively supporting student behavior across school settings. One technique schools utilize to teach and reinforce behavioral expectations is through the use of video. Since 2010, the Association for Positive Behavior Support has hosted the PBIS Film…

This paper identifies a nascent trend in several countries regarding increased collection, public availability and use of destination data for graduates of secondary education, with policy ambitions to support pupil-level decision-making and drive provider-level accountability. This trend mirrors the previous development of such data for higher…

Data increasingly mediates how we understand the world. As such, there is growing interest in designing initiatives to help young people learn about data--not only the techno-mathematical skills necessary to work with data, but also the dispositions needed to participate in data-centric ways of knowing and doing. In this article, we argue that as…

Schools have drastically changed the way that staff, students, families, and communities engage with one another due to the COVID-19 pandemic. As schools begin planning education for fall, states are in the process of developing guidance and support for districts and schools to navigate students' and adults' academic, social, emotional, and…

In 2018, California's education community was preparing for a pivotal moment. A new governor would soon take the reins and voters would elect a new superintendent of public instruction. The "Getting Down to Facts II" (GDTFII) project, released in September 2018, assessed the state of preK-12 education in California. As year 2 of…

The Vermont Agency of Education (AOE), through funding from a 4.9 million dollar grant from the U.S. Department of Education, is in the final stages of developing and implementing a Statewide Longitudinal Data System (SLDS) to support the work of the AOE and Vermont school districts. A significant portion of the federal award supports the creation…

BKT and other classical student models are designed for binary environments where actions are either correct or incorrect. These models face limitations in open-ended and data-driven environments where actions may be correct but non-ideal or where there may even be degrees of error. In this paper we present BKT-SR and RKT-SR: extensions of the…

The Program for International Student Assessment Young Adult Follow-up Study (PISA YAFS) is a follow-up study with students who participated in PISA 2012 in the United States. The study is designed to measure how performance on PISA 2012 relates to subsequent measures of outcomes and skills of young adults on an online assessment, Education and…

The National Association for College Admission Counseling (NACAC) Statement on Counselor Competencies defines college counselors' responsibilities as including "collaborat[ing] with teachers, administrators, and other educators." The experiences of longtime college counselors, showcase many best practices for working with teachers to…

Higher education is a key driver of economic mobility and future growth in California. Yet there is much unknown about how students advance from K-12 schools to postsecondary education and into the workforce--and where they falter. This lack of knowledge stems from the fragmented nature of California's education data and inhibits informed decision…

This study examined how Chief Information Officers (CIOs), also known as Information Technology leaders, understand the use of technology as a strategy for reducing academic costs in small, private, liberal arts colleges in New England. Semi-structured interviews were conducted with eight CIOs throughout small, private, liberal arts colleges in…

The changes in the economy and society in this century have placed a greater emphasis on the skills that citizens need to be successful. This diverse set of skills, often referred to as 21st century skills, and including critical thinking, creativity, problem solving, communication, and socio-emotional skills, among others, are in high demand as…

In the business environment, the goal of data analytics can be characterized as improving decision making and its links to big data and other data-driven technologies. In UK higher education, degree apprenticeships are business-led and government-supported nationally recognized qualifications, where delivery is tailored to partner employer…