Unlock the power of data for school improvement with “Using Effectiveness Data for School Improvement: Developing and Utilising Metrics.” This essential guide demystifies complex data metrics, offering new algorithms and insights for measuring in-school performance. Drawing on contextual value-added measures, this book provides a framework for guiding student and teacher self-evaluation, resource allocation, initiative evaluation, and staff assessment. Explore historical trends, leading UK models like Fischer Family Trust, and innovative non-cognitive metrics for social-emotional learning. Whether you’re a data expert or novice, this comprehensive resource equips academics and practitioners with the knowledge to understand and maximize the transformative potential of effectiveness data in school and curriculum management.