Improvement Science

As educational systems worldwide grapple with complex challenges requiring sustained, evidence-informed solutions, collaborative continuous improvement in education (CCIE) has emerged as a transformative approach to systemic change. Yet a critical gap remains: how do we effectively teach and learn these powerful improvement methods across the diverse landscape of educational institutions and professionals who work in them? This groundbreaking book addresses this vital question with practical wisdom and research-backed strategies. Teaching and Learning for Collaborative Continuous Improvement in Education: Challenges and Possibilities Across the Educational System tackles the pressing need to build CCIE capacity among higher education faculty, professional developers, state education department associates, and the broader network of professionals driving educational improvement initiatives. As policymakers increasingly turn to CCIE to inform system-wide reforms, this book provides the roadmap for spreading and deepening expertise across organizational boundaries and professional contexts. The authors examine three fundamental challenges facing the field: bridging knowledge gaps across diverse professional roles and organizations; balancing scholarly and practical applications of CCIE learning; and navigating the spectrum of delivery modalities from fully asynchronous to synchronous, and in-person to remote formats. Through real-world examples, chapter authors reveal both challenges and promising practices that transcend traditional silos and create meaningful learning communities. What sets this book apart is its collaborative approach to knowledge sharing. Rather than prescribing one-size-fits-all solutions, the editors and authors position themselves as colleagues and peers, sharing hard-won lessons from their own improvement journeys. Each chapter follows a systematic structure that includes contextual background, theoretical foundations, learning objectives and approaches, documented results, and honest reflections on lingering questions. The book's organization reflects its commitment to addressing real-world complexity. Following an introductory chapter that maps the current terrain of CCIE teaching and learning, subsequent sections dive deep into specific challenges: designing CCIE learning experiences for different audiences, adapting approaches for varying purposes, and leveraging different modalities effectively. Rich case studies and illustrative examples demonstrate how theory translates into practice across diverse educational contexts. Higher education faculty will find research-based approaches to curriculum design and pedagogy. Professional developers will discover strategies for building organizational capacity using theoretically-grounded and tested approaches. State education leaders will gain insights into system-wide implementation approaches. Most importantly, all readers will find concrete tools for learning with and from each other―breaking down the isolation that too often hampers improvement efforts. The book concludes with a look to the future―highlighting emerging trends and future opportunities in CCIE teaching and learning, while supplementary materials provide readers with immediately usable resources. It represents an essential contribution to the growing field of improvement science in education―and a vital resource for the professionals working to make that science accessible, applicable, and impactful across the entire educational ecosystem.Perfect for courses such as: Continuous Quality Improvement in Education and Human Services; Networked Improvement Communities; Improvement Science Capstone; Leadership for Continuous Improvement; Leadership Experiences, Application and Development; Leadership for Equity for Equity and Improvement; Instructional Leadership; Doctoral Seminar: Dynamics of Improving Schools and Districts; and Supervision of Instruction

Learning to See School Systems: Power, Practice, and Improvement in Public Education is a volume dedicated to the goal of improving school systems. In 1513, Niccolò Machiavelli wrote The Prince to help rulers understand the realities of power. Five hundred years later, Dr. Michael R. L. Odell — educator, researcher, and amused observer of Texas school systems — offers a modern reflection for those who lead the nation’s classrooms and districts. Learning to See School Systems is both satire and system map: a handbook for anyone attempting to lead improvement in institutions designed to resist it gracefully. Across twelve chapters, it reveals how public education mirrors the politics of Florence—ambition, reform, accountability, and fortune disguised as data. Each chapter blends humor with hard truth: board relations as diplomacy, improvement plans as rituals, dashboards as illusion, crises as curriculum. Beneath the wit lies a serious purpose—to help educators see their districts as living systems, governed by patterns that Improvement Science now names but Machiavelli already understood. For teachers, principals, superintendents, and school board members alike, Learning to See School Systems is a mirror of modern schooling—ironic, affectionate, and uncomfortably accurate. Read it for laughter. Keep it for survival. Share it with anyone about to lead their first staff meeting. “He who governs schools must learn to rule hearts that believe themselves ungoverned.” — from Learning to See School SystemsPerfect for courses such as: School Improvement and Reform; School Policy; Organizational Leadership and Change

In a higher education landscape that seems to be increasingly focused on accreditation and accountability, administrators, faculty, and staff in higher education institutions expend considerable resources engaging in assessment activities in response to the demands of compliance-oriented external forces. Beyond Accreditation: Designing and Implementing Meaningful Quality Assurance and Continuous Improvement Systems presents an alternative paradigm for consideration: the primary purpose of assessment systems should be to provide program improvement, with the resulting data serving as supporting evidence for compliance-oriented requests. The book is intended to provide a foundation of background knowledge to empower programs, regardless of size or disciplinary context, to engage in the processes associated with assessment in pursuit of continuous improvement. It supplies data and other information in three distinct ways throughout the book. In some chapters, candid dialogues between the authors are presented in a conversational tone. In others, a more philosophical and sometimes historical perspective provides background knowledge informing why certain things are done and the purposes those activities serve. The remaining chapters present a practical approach to engaging in assessment, from identifying signature assessments to analyzing and reporting on data, all within the overarching context of designing an assessment system that serves continuous improvement efforts. The accountability mindset that has taken hold in education, and in higher education in particular, has fostered a view of assessment as a complicated, challenging, and burdensome enterprise that is done to us in pursuit of compliance. Throughout the book, assessment is presented as something to be done in pursuit of continuous improvement. The authors hope that its contents prove useful to anyone in search of assistance in these efforts. Perfect for courses such as: Educational Program Evaluation; Teacher Education; Education Policy; Teacher Education Policy; and Human Resources in Education.

Advancing Special Education Through Improvement Science: A Practical Guide offers a comprehensive and accessible resource for educators, administrators, and policymakers committed to enhancing equity and effectiveness in special education. It bridges the gap between theory and practice by providing a structured approach to applying improvement science within the unique context of special education services. Grounded in the principles of continuous improvement, the book introduces a methodical process for identifying, testing, and refining practices to achieve better outcomes for students with disabilities. It emphasizes the importance of understanding educational systems' complexities and using data-driven strategies to foster lasting change.A key strength of this guide is its focus on the role of data in driving improvement. Readers are guided through practical methods for collecting, analyzing, and using data to inform decisions, along with solutions to common challenges in the process. By centering evidence-based decision-making, the book empowers educators to make meaningful changes that positively impact student outcomes. Collaboration is another major theme. The text highlights the importance of engaging teachers, administrators, families, and students in improvement efforts. Strategies for building strong teams, fostering trust, and ensuring inclusive stakeholder participation are woven throughout, reinforcing the idea that sustainable improvement depends on shared responsibility.Real-world case studies illustrate successful applications of improvement science in diverse school settings. These examples provide readers with insights into implementation challenges and successes, offering practical takeaways that can be adapted for their own contexts. To support day-to-day implementation, the book includes a variety of tools and resources such as data collection templates, PDSA (Plan-Do-Study-Act) cycle checklists, and facilitation guides for collaborative meetings. These practical assets make it easier for educators to incorporate improvement science into their routines.Finally, the guide addresses the critical need for sustainability and scalability. It offers strategies for embedding improvement practices into school and district operations so that gains can be maintained and expanded over time. By focusing on long-term change, the book helps ensure that students with disabilities benefit from ongoing, systemic improvements.Whether you're a classroom teacher, school leader, or policymaker, this guide provides the knowledge and tools needed to drive meaningful progress in special education through improvement science.Perfect for courses such as: Introduction to Special Education; Exceptional Children; Foundations of Special Education; Special Education Leadership; School Improvement and Reform

Improvement Science in Education: A Primer, second edition, is the first and introductory volume in the Myers Education Press series, Improvement Science in Education and Beyond. It provides a comprehensive overview of improvement science as a framework to guide continuous improvement and reconceptualizes improvement by centering equity and justice as the purpose of improvement. The Primer is designed to introduce improvement science, a methodology with origins in manufacturing, engineering and healthcare, to educational audiences. The book first explores the philosophical and methodological foundations of improvement science, juxtaposing it with traditional forms of research so that clear distinctions can be drawn. Chapters in the latter half of the book introduce the principles of improvement, give guidance and tools for operationalizing the principles in practice, and conclude with questions to ensure you are improving with equity in mind. Constantly reminding readers to think about who is involved and impacted, the Primer makes improvement science accessible to novices and adds critical dimensions for experienced practitioners to consider. In the second edition of this best-selling book, Brandi Hinnant-Crawford, a nationally recognized authority in the methodology, has added valuable new content that updates the literature and enhances the focus of the volume by asking even more who questions: who benefits, who bears the burden, whose priorities and values are reflected, and who is heard when decisions are made. Improvement for equity requires more than profound knowledge and subject matter knowledge—it requires criticality. Improvement science is rapidly becoming the signature methodology for accomplishing continuous improvement in universities, public school districts, and professional development programs. Its goal is to create better learning environments.Perfect for courses such as: Educational Research; School Improvement; and Program Evaluation

Using Data for Continuous Improvement in Educator Preparation provides case studies that illuminate and contextualize the ways in which educator preparation programs determine the data they need to improve, collect data, analyze data, share data with stakeholders, and close the loop by making focused improvements based on the data. Educator preparation programs operate in a wide range of contexts that have different requirements (e.g., state-mandated measures), different affordances, and different needs. This text focuses on not only the stories of how data is collected, analyzed, and used for improvement, but also on how stakeholders are impacted by the continuous improvement process. In the editors’ work with accreditation and educator preparation program evaluation, they noticed a variety of approaches to collecting, analyzing, and using data for program improvement. Often this intense work with data goes unnoticed and unappreciated because it is done in the service of accreditation that, once completed, does not reach an audience outside of the institution and the accreditation agency. Using Data for Continuous Improvement in Educator Preparation solves this problem by shedding light on this important work. This volume inaugurates the AAQEP Program Evaluation in Education Series.Perfect for courses such as: Methods of Program Evaluation; Teacher Education; Improvement Science

Win-Win: W. Edwards Deming, the System of Profound Knowledge, and the Science of Improving Schools is for systems leaders who lead our country’s school districts, charter management organizations, and educational nonprofits and government agencies, as well as for those who train these system leaders in our graduate schools of education. The strategies for school improvement detailed in this book are based on the theories of W. Edwards Deming, who was known as the father of the quality movement and was hugely influential in post-WWII Japan. He is most well-known for his theories of management. Win-Win offers real-world strategies to education leaders of improvement, based on Demings’ System of Profound Knowledge. A leader of improvement does not need to be expert in the four components of profound knowledge, but they do need to understand the basic theory, their interconnectedness, and why they are necessary for these efforts. Win-Win provides this basic understanding. This book equips the reader with the knowledge and skills needed to harness the power of the System of Profound Knowledge to improve the performance of schools systems, students, and teachers. It can be used in a variety of classrooms in Colleges of Education, and it is the perfect teaching tool in professional development efforts.Perfect for courses such as: Organizational Change; Strategies of Educational Leadership; School/District Improvement Using Data Analysis; Supervision Theory and Practice; Theory, Research, & Leadership; Transformational Systems Leadership; Philosophical and Theoretical Foundations of Leadership; The Philosophy of Scientific Knowledge; Systemic Educational Reform; Applied Improvement Science Investigations

It's Not Rocket Science - A Guide to the School Improvement Cycle: With Examples From New Zealand and Australian Schools presents an easy-to-read, practical guide to effectively leading school improvement. It walks leaders through each step of ‘The School Improvement Cycle’ developed by Bendikson and Meyer, providing case studies, examples, and helpful tools from primary and secondary schools for the implementation of each step. The book will support school leaders in implementing improvement cycles without making the classic mistakes of failing to develop measures of improvement and test change actions before scaling up. Schools and system leaders will benefit greatly from this practical guide, in which Bendikson and Meyer demonstrate that implementing improvement cycles is not a difficult process. While the book uses examples from Australian and New Zealand schools, the lessons that the book teaches can be applied to school leaders everywhere. The authors show how to make the complex work of improving student learning and outcomes at least somewhat simpler. They do this by describing and illustrating improvement steps that they have found to work in practice, providing examples from their work in schools to show the application of these ideas. If implemented properly, the cycles become “self-propelling,” thus reducing the cognitive load involved in planning how to improve. A range of evidence from international research and the authors’ own research and development work in schools explains the cycle and illustrate it. The book is entitled It’s Not Rocket Science because this is the common reaction from leaders once they understand the improvement cycle process. The book is perfect for a variety of courses in Education Leadership, Professional Development, and any other curriculum devoted to improving schools and student performance.Perfect for courses such as: Educational Leadership, Professional Development

Improvement Science: Promoting Equity in Schools is intended for classroom teachers, school leaders, and district leaders charged with leading improvement efforts in schools. From questions such as “how do I develop a love of reading in my classroom?” to “how can I better manage student behavior during independent learning time?” to “what should we do to make sure kids of all races read at grade level by 3rd grade” to “how could we include families of all backgrounds as partners in learning” or “how do we increase our graduation rate among underserved students," this book shares real-life examples from those who are currently leading equity-focused improvement in our classrooms and schools. If you are curious about how Improvement Science has been used, or how others have succeeded—or failed—at equity-focused improvement efforts in our classrooms and in our schools, or if you’re wondering how to spur discussions in school districts, universities, and communities about leading equity-focused improvement, this book is for you. Teachers, students, family members, community members, principals and superintendents will be inspired to embrace Improvement Science as a method to improve equity in their schools. The book helps people new to Improvement Science to understand the basic steps to implement the process. If you’re a beginner, it provides some basic steps and a resource (https://www.carnegiefoundation.org/our-ideas/six-core-principles-improvement/) to help you understand the process better; for those with some experience, the book will be an excellent refresher and tool with functional suggestions to take your practice further. 1.       Form a Team. 2.       Examine Data. 3.       Ask Why. 4.       Read Research. 5.       Get Perspective of Those Closest to the Problem. 6.       Plan the Change. After you’ve done the above, then it’s time to test one idea, using short Plan Do Study Act cycles. These are short improvement cycles. Students are only in our classrooms generally for one year, so the cycles need to be short, perhaps even as short as one week, to ensure that every instructional move we are making truly does improve the experience of the students. Readers of Improvement Science: Promoting Equity in Schools will be taking an important step toward achieving the goal of producing socially just classrooms and schools.WATCH: Meet the Authors (ZOOM recording from #CPED21 Virtual Convening, 10/20/21). To learn more about Improvement Science and see our full list of books in this area, please click through to the Myers Education Press Improvement Science website. Perfect for courses such as: Culturally Responsive Learning Environments; Educating For Equity And Social Justice; Cultivating Culturally Responsive Classrooms; Integrating Methods And Curriculum Design; Inquiry, Assessment, And Instructional Design; Foundations Of Culturally And Linguistically Responsive Practice; Math Literacy; Physical Education; Professional Collaboration In Education; Language And Literacy Development Of Diverse Learners; Equal Opportunity: Racism; Diversity And Equity In Schools; Cultural Proficiency In Schools; Language And Power In Education; Teaching For Equity In Literacy; Supportive Classroom Communities; Cultural Diversity In Literature; Engaging Students In Writing; Introduction To School Leadership; Introduction To School Improvement; Teacher Leadership And School Improvement

Teaching Improvement Science in Educational Leadership: A Pedagogical Guide presents the reader with a range of pedagogies from a variety of viewpoints and approaches. The book provides a holistic picture for how one might develop stakeholder competency and capacity with improvement science as a signature problem-solving methodology for educational leaders. And while there are books that provide foundational knowledge on the field of improvement science (including the list of titles from Myers Education Press), this book differs in that it presents varying approaches for teaching others about improvement science. For those who want to develop the methodology but who need resources, the book provides the illustrations, examples, and other concrete applications so that those involved in teaching the subject matter can connect foundational knowledge of improvement to the applied context. This book serves as the guide for education leaders who wish to have the know-how for developing the knowledge, skills and dispositions relative to the field of improvement science—the education leader’s signature problem-solving methodology.To learn more about Improvement Science and see our full list of books in this area, please click through to the Myers Education Press Improvement Science website.Perfect for courses such as: Introduction to Improvement Science | Educational Research for Administrators | Introduction to Program Evaluation | Action Research for School