The education sector has been quick to recognize the power of predictive analytics to enhance student success rates. However, there are challenges to widespread adoption, including the lack of accessibility and the potential perpetuation of inequalities. These challenges present in different stages of modeling, including data preparation, model…

This paper argues for an Asian American racialization that takes seriously the political economy of racial capitalism. To do so, it first discusses the racial category of Asian American, and then take up the myth of the Model Minority as the defining form of Asian American racialization in education. This paper then connects the Model Minority to…

The purpose of this article is to describe an emergent model that conceptualizes common experiences for nonbinary people as they explore and navigate their identities by synthesizing existing nonbinary identity development literature. We ground our manuscript epistemologically in queer theory, queer of color critique, and intersectionality theory.…

Drawing from a longitudinal mixed methods study, this article explores how postsecondary institutions can create a campus-wide culture of validation that can improve at-promise student experiences and outcomes. The authors share several strategies that instructors, staff, and administrators can collaboratively enact to build a culture of…

Traditional validation approaches fail to account for the ways oppressive systems (e.g. racism, radical nationalism) impact the test design and development process. To disrupt this legacy of white supremacy, we illustrate how justice-oriented, antiracist validation (JAV) framework can be applied to construct articulation and validation, data…

While formal early career mentoring is considered significant for faculty success, few universities have instituted programmatic mid-career mentoring. We review the reasons mid-career mentoring is important especially for under-represented (URM) faculty and consider the ways the entrenched model of one-on-one mentoring can fail URM faculty. We…

For 25 years, the National Science Foundation's Alliances for Graduate Education and the Professoriate (AGEP) program has been supporting efforts to broaden participation and meaningfully diversify the Science, Technology, Engineering, and Mathematics (STEM) postdoctoral and faculty ranks. To examine the structures and strategies carried out by…

Improving post-secondary outcomes and retention of Indigenous students may require interventions such as culturally appropriate mentorship. "Mainstream" mentorship perspectives and practices developed within places of Western education and employment may be limited in their ability to address the unique cultural considerations and…

Lesbian, gay, bisexual, transgender, and queer (LGBTQ) youth of color experience high rates of mental health disorders, yet they experience challenges to accessing mental health services. Community health worker (CHW) models of care have potential to promote equitable mental health services among LGBTQ youth. Our aim was to understand how CHW…

Fries-Britt et al.'s (2014) Learning Race in a U.S. Context (LRUSC) emergent framework holds significant prominence in international student literature as the pioneering framework to theorize perceptions of race and responses to racialized experiences among college students of color born and raised outside of the US. This essay reviewed 11…

Intervention scientists have used program theory-driven evaluation to design, implement, and assess the success of intervention programs for decades. However, interventions often are designed without the input of the community for which they are intended. The lack of incorporation of community members' voices that participate in various…

There are multiple theoretical frameworks for systematic equity and leadership development, each providing a different perspective towards a systemic approach to equity and inclusive education for marginalized populations. Although we recognize that there is no single framework or solution to build equitable and inclusive education systems, we…

Guiding historically minoritized students in their textual voice construction entails navigating the tensions between these white-dominant monolingual voices and the diverse voices they bring to the classroom. This conceptual paper presents an ecological voice-construction process model that sheds light on how writers negotiate external and…

Developed by Brazilian Paulo Freire to teach economically disadvantaged adults to read, critical pedagogy has since inspired others to adapt the model to other subject areas. In the area of music education, Frank Abrahams created the Critical Pedagogy for Music Education (CPME) model and has written about the use of CPME in teacher preparation…

Psychoeducational assessment has been used as a tool to sort children into academic tracks based on children's presumed capabilities. Historically, such tracking was based on measures that sought to legitimize racist assumptions about the capabilities of children of color. Despite legal mandates and changes to practice intended to correct these…