How should teachers spend their STEM-focused professional learning time? To answer this question, we analyzed a recent wave of rigorous new studies of STEM instructional improvement programs. We found that programs work best when focused on building knowledge teachers can use during instruction: knowledge of the curriculum materials they will use,…

Institutions of higher education are required by U.S. accrediting bodies to articulate their conceptual framework and develop a viable program improvement plan through a continuous reflective process of progressive problem solving that enables data-driven decision-making practices. To meet or exceed national accreditation standards for leadership,…

The Standards Assessment Inventory (SAI) has provided relevant, educator-level data helping systems of all kinds -- states, districts, schools, provinces, and organizations -- gather and track data about the professional learning their educators experience. An online, confidential, valid, and reliable instrument administered to school-based…

Theory and empirical work suggest that teachers' social capital influences school improvement efforts. Social ties are prerequisite for social capital, yet little causal evidence exists on how malleable factors, such as instructional management approaches, affect teachers' ties. In this cluster-randomized trial, we apply a decision-making…

Over the last ten years, in Washington community and technical colleges (CTC) there has been a great leap forward in access and use of data for setting and measuring goals, monitoring progress, and identifying equity gaps. Despite much progress, faculty members in career and technical education (CTE) programs still often have difficulty accessing…

This article describes a grant project that generated a technical guide for PK-12 educators who are utilizing social and emotional learning (SEL) assessments for educational improvement purposes. The guide was developed over a two-year period with funding from the Spencer Foundation. The result was the collective contribution of a widely…

During the COVID-19 pandemic, a group of health program implementors and research analysts across seven low- and middle-income countries (LMICs) alongside Boston-based collaborators convened to implement data-driven approaches for public health response. An intensive statistics and data science training short course was developed to ensure that…

The Missouri State Board of Education and the Department of Elementary and Secondary Education are dedicated to ensuring that all children have access to good schools that prepare them for college and career success. The Missouri School Improvement Program: Support and Intervention Plan takes a differentiated approach to state support based on…

Background/Context: Contemporary accountability policies in teacher education often require that programs systematically use data for program improvement (Council for the Accreditation of Educator Preparation, 2013). However, social science research from multiple fields of human service suggests that the challenges of using data involve much more…

Degree completion rates have recently dominated national debates regarding the value of higher education (Gagliardi et al., 2018). Inherent in this debate is the issue of how to utilize institutional data to evaluate student performance (Hubbard et al., 2020). This process, known as data-driven decision-making (DDDM), has been studied at four-year…

While teacher education programs are required to place preservice teachers in diverse schools/classrooms, the conceptualization and measurement of diversity remains a challenge. One of the primary methods for developing teachers so that they can capably work with diverse student populations is to provide field experiences that place teacher…

This is a design case of the development, implementation, and evaluation of an online course for nursing educators at a large southeastern college. The course teaches best practices for organizing online instruction with a focus on the Quality Matters standards. Implementation with a small group of instructors resulted in positive responses that…

The purpose of this Action Research study was to investigate and improve preschool program maintenance and decision-making processes as understood by teachers, parents, administrators, and community members. Participants and data collected in Cycle 1 consisted of interviews with two teachers, one current and one former, and three former parents…

The goal of the continuous improvement process in North Dakota K-12 education is to review and adjust practice to best support student learning. This study considered the continuous improvement services and supports provided by North Dakota Department of Public Instruction (NDDPI), such as providing training and support through regional education…

This paper presents a collection of case stories from five Educator Preparation Programs (EPPs) within colleges of education, four from institutions in Texas and one from California, to present a micro cross-sectional narrative interpretation of what constitutes excellence in educator preparation. The broad framework utilized in this…