Malina Monaco – författare

Recipe for Success: Building a Sustainable Quality Assurance System offers a practical and insightful guide to developing a robust, enduring quality assurance system within educator preparation programs. A strong quality assurance system is essential for documenting continuous improvement, demonstrating program effectiveness, and shaping the narrative surrounding educator preparation. Because such systems reflect the mission, vision, and identity of each institution, they vary widely—yet all serve as the foundational “DNA” that drives coherence, accountability, and innovation.This book brings together chapters that examine the core components of high quality assurance work, including data quality, systematic and sustainable processes, and meaningful stakeholder engagement. Contributors explore how quality assurance systems inform policy at local, state, and national levels, challenging existing frameworks and critiquing prevailing research paradigms. They also analyze the dilemmas, tensions, and opportunities inherent in building systems that are both rigorous and responsive.Recipe for Success provides educator preparation leaders, faculty, and policymakers with the tools and perspectives needed to design, refine, and sustain quality assurance systems that support excellence in teaching and learning.

Recipe for Success: Building a Sustainable Quality Assurance System offers a practical and insightful guide to developing a robust, enduring quality assurance system within educator preparation programs. A strong quality assurance system is essential for documenting continuous improvement, demonstrating program effectiveness, and shaping the narrative surrounding educator preparation. Because such systems reflect the mission, vision, and identity of each institution, they vary widely—yet all serve as the foundational “DNA” that drives coherence, accountability, and innovation.This book brings together chapters that examine the core components of high quality assurance work, including data quality, systematic and sustainable processes, and meaningful stakeholder engagement. Contributors explore how quality assurance systems inform policy at local, state, and national levels, challenging existing frameworks and critiquing prevailing research paradigms. They also analyze the dilemmas, tensions, and opportunities inherent in building systems that are both rigorous and responsive.Recipe for Success provides educator preparation leaders, faculty, and policymakers with the tools and perspectives needed to design, refine, and sustain quality assurance systems that support excellence in teaching and learning.

This book explores how emerging technologies are reshaping the landscape of higher education quality assurance. Focused on educator preparation programs (EPPs), this timely volume examines how AI tools can transform data-driven decision-making, streamline accreditation processes, and promote institutional equity and accountability.Written by accreditation experts, the book moves beyond technical explanations to address the human dimensions of AI—ethics, fairness, transparency, and professional judgment. Through real-world examples and research-based insights, it offers practical guidance for integrating AI responsibly into accreditation systems while maintaining the integrity of educational evaluation.From automated data analysis to predictive modeling and ethical oversight, the book highlights both the opportunities and risks of AI-driven transformation. Grounded in current scholarship and informed by decades of accreditation practice, this work invites faculty, administrators, and policymakers to imagine a future where innovation and human judgment coexist to advance continuous improvement, educational quality, and professional integrity.