Academics are not immune to the biases contributing to persistent inequalities in society. We face an urgent need to overhaul and dismantle current evaluation practices that uphold inequities at multiple points along the academic pipeline. Graduate admissions and faculty advancement are two arenas of gatekeeping in which a reimagining and…

Individuals often vary in how they display signs and symptoms of personality disturbances and psychopathology. As such, comprehensive assessments of these signs and symptoms ought to capture how they manifest within and across time and contexts (e.g., community, home, work). Contexts may vary in the degree to which they influence personality and…

Commemorating the 40th anniversary of the Diagnostic and Statistical Manual (DSM) III, the purpose of this commentary is to describe school-based and school-relevant interventions and instructional approaches for children and youth with autism that have been developed and employed during that time period. The commentary begins with a brief…

This paper explores the effect of using multitask learning for abstractive summarization in the context of small training corpora. In particular, we incorporate four different tasks (extractive summarization, language modeling, concept detection, and paraphrase detection) both individually and in combination, with the goal of enhancing the target…

Research in discourse processing has provided us with a strong foundation for understanding the characteristics of text and discourse, as well as their influence on our processing and representation of texts. However, recent advances in computational techniques have allowed researchers to examine discourse processes in new ways. The purpose of the…

Temperament is a contextual and biological trait that influences how an individual interacts with the environment. Although scholars have organized and prioritized different dimensions of temperament, in this chapter we focus on temperament dimensions that are most salient to--and how they are exhibited in--early childhood classrooms. Temperament…

Panel data methods, which include difference-in-differences and comparative interrupted time series, have become increasingly com- mon in education policy research. The key idea is to use variation across time and space (e.g., school districts) to estimate the effects of policy or programmatic changes that happen in some localities but not others.…

The objective in the current paper is to examine the processes of how our research team negotiated meaning using an iterative design approach as we established, developed, and refined a rubric to capture comprehension processes and strategies evident in students' verbal protocols. The overarching project comprises multiple data sets, multiple…

Despite widespread implementation of multi-tiered systems of support for behavior (MTSS-B), evidence of racial discipline disproportionality persists. We argue MTSS-B must prioritize racial equity and healing in schools. We first discuss how discipline has centered Whiteness, providing a brief history of relevant events and sociopolitical forces…

A variety of measures have been developed to quantify intervention effects for single-case experimental design studies. Within the family of non-overlap indices, the Tau-U measure is one of the most popular indices. There are several Tau-U variants, each one calculated differently. The appropriateness of each Tau-U variant depends upon the data…

Children's memberships in social groups have profound effects on their motivation. Stereotypes about social groups shape children's beliefs about what is expected for their group members. These beliefs can influence children's developing beliefs about themselves (self-perceptions). In this article, I review research on how gender stereotypes…

Prior literature suggests a social network perspective is instructive for understanding and building research-use capacity. Although educators' professional networks have been found to contribute the implementation of reform, professional learning, and instructional improvement, evidence about their role in supporting schools' use of research…

Despite the critical role of teachers in the educational process, few advanced learning technologies have been developed to support teacher-instruction or professional development. This lack of support is particularly acute for middle school math teachers, where only 37% felt well prepared to scaffold instruction to address the needs of diverse…

School climate has received considerable attention in the literature and educational policy as a potential target for school improvement and school safety efforts. This paper provides a critical review and synthesis of the literature on school climate, with a particular focus on topics related to measurement, data collection, analysis, as well as…

In 2014, urban wildlife refuge managers throughout Southern California responded to a challenge issued by United States Fish and Wildlife Service's (USFWS) leadership to connect the urban dwelling population in the region with wildlife and urban refuges. Five years later, the SoCal Urban Wildlife Refuge Project's reach and impact are significant.…