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Elliott Ostler; Tami Williams; John Schultz – School Leadership Review, 2025
In today's data-driven and data-informed educational landscape, leaders face increasing pressure to make decisions and present results based on what appear to be comprehensive statistical analyses. However, the ethical implications of these responsibilities can be complex, particularly when statistical results carry the potential to be…
Descriptors: Data Analysis, Statistical Analysis, Data Use, Ethics
Gonzalez, Naihobe; Alberty, Elizabeth; Brockman, Stacey; Nguyen, Tutrang; Johnson, Matthew; Bond, Sheldon; O'Connell, Krista; Corriveau, Adrianna; Shoji, Megan; Streeter, Megan; Engle, Jennifer; Goodly, Chelsea; Neely, Adrian N.; White, Mary Aleta; Anderson, Mindelyn; Matthews, Channing; Mason, Leana; Means, Sheryl Felecia – Mathematica, 2022
The Education-to-Workforce Indicator Framework (E-W Framework), commissioned by the Bill & Melinda Gates Foundation and developed in partnership with leading experts representing more than 15 national and community organizations, is designed to encourage greater cross-sector collaboration and alignment across local, state, and national data…
Descriptors: Education Work Relationship, Evidence Based Practice, Student Characteristics, Partnerships in Education
Eber, Lucille; Barrett, Susan; Scheel, Nicholas; Flammini, Ami; Pohlman, Katie – Center on Positive Behavioral Interventions and Supports, 2020
As educators have become increasingly aware of the impact of trauma on the school success of children and youth, they have been investing in professional development about how to address childhood trauma in schools. However, evaluation to support evidence of impact are lacking. This Guide describes how to integrate trauma-informed approaches into…
Descriptors: Trauma, Positive Behavior Supports, Intervention, Social Development
Lemons, Christopher J.; Sinclair, Anne C.; Gesel, Samantha; Gandhi, Allison Gruner; Danielson, Louis – Journal of Special Education Leadership, 2019
Special education administrators at both the district and school level are serving in critical roles that uniquely position them to improve academic and behavioral outcomes of students with disabilities by ensuring the special education teachers under their supervision are prepared to deliver an evidence-based form of intensive…
Descriptors: Special Education, Intervention, Educational Administration, Administrator Role
Wexler, Jade; Swanson, Elizabeth; Vaughn, Sharon; Shelton, Alexandra; Kurz, Leigh Ann – Middle School Journal, 2019
It is essential for middle school leaders to develop and promote school-wide literacy models, organizational structures that have a significant impact on the learning environment for all students in their building. However, school-wide literacy models can be difficult to implement and sustain over time. Drawing from an Office of Special Education…
Descriptors: Sustainability, Early Adolescents, Middle School Students, Educational Environment

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