A common divide-and-conquer approach for Bayesian computation with big data is to partition the data, perform local inference for each piece separately, and combine the results to obtain a global posterior approximation. While being conceptually and computationally appealing, this method involves the problematic need to also split the prior for…

In this paper, we focus on the design of assessments of mathematics teachers' knowledge by emphasizing the importance of identifying the purpose for the assessment, defining the specific construct to be measured, and considering the affordances of particular psychometric models on the development of assessments as well as how they are able to…

Coding is a process of assigning meaning to a given piece of evidence. Evidence may be found in a variety of data types, including documents, research interviews, posts from social media, conversations from learning platforms, or any source of data that may provide insights for the questions under qualitative study. In this study, we focus on text…

Research shows that students benefit when they explain their mathematical reasoning (e.g., Booth et al., 2015); however, not all students will do this on their own without being prompted (Berthold, Eysink, & Renkl, 2009). Self-explanation prompts are questions posed to a student that encourage the student to explain what they have learned…

Recent advances in computational linguistics and the social sciences have created new opportunities for the education research community to analyze relevant large-scale text data. However, the take-up of these advances in education research is still nascent. In this article, we review the recent automated text methods relevant to educational…

Conversational Intelligent Tutoring Systems (ITSs) are expensive to develop. While simple online courseware could be easily authored by teachers, the authoring of conversational ITSs usually involves a team of experts with different expertise, including domain experts, linguists, instruction designers, programmers, artists, computer scientists,…

Abstract screening is one important aspect of conducting a high-quality and comprehensive systematic review and meta-analysis. Abstract screening allows the review team to conduct the tedious but vital first step to synthesize the extant literature: winnowing down the overwhelming amalgamation of citations discovered through research databases to…

Teacher and principal leaders at the school building level often are tasked with taking on duties in addition to their regular job serving as instructional leaders focusing on improving instructional practice in their schools. Effective job design for teacher and principal leaders that offers the appropriate level of autonomy and a balance of…

This document profiles San Antonio Independent School District (SAISD), a Teacher Incentive Fund (TIF) grantee, who adopted a strategic approach to teacher recruitment and retention that included an organizational district redesign and implementation of a master teacher program using revised talent management practices and an aligned,…

The challenges presented by the growing prevalence, burden, and unmet service needs of youth mental health problems are formidable. During the past decade, scholars and other stakeholders of the Missouri Prevention Center (MPC) have been using a prevention and implementation science approach to develop, implement, evaluate, and disseminate…

San José State University, in partnership with California State University-Los Angeles and Cal Poly Pomona, are developing supportive methods to transition STEM faculty from lecture-based instruction to instruction using active learning pedagogies. These efforts, sponsored by the Department of Education's First in the World Grant Program, focus on…

Lower division engineering courses are important yet hard to teach as many students find these highly abstracted material hard to comprehend. Recent studies have suggested that flipped classroom teaching has potential to improve the teaching and learning of lower division engineering courses. While some educators are optimistic about the potential…

This paper highlights some of the challenges and milestones inherent in building partnerships between institutions of higher education and public-school systems from an interdisciplinary approach. It discusses lessons learned from a Mathematics Science Partnership (MSP)-Start Partnership that was funded by the National Science Foundation from 2008…

Children with ADHD comprise one of the most common groups requiring supports from school mental health providers, yet current school structures and special education policies are not optimally situated to support and adapt to the inconsistent behaviors that are the hallmark of children with ADHD. The present paper reviews the evidence base for…

This paper shares ideas with teachers about the integration of students' social and emotional skills with science instruction to fully implement the Next Generation Science Standards. In this article, we share a sequence of lessons that teachers thought were especially useful to produce effective science discourse and promote student…