This Reflection Guide summarizes the findings of a Carnegie Foundation project to understand how executive leaders in education transform their organizations to be capable of producing new levels of system performance through the use of improvement science principles.

The Evidence for Improvement approach described in this paper is designed to enhance a network’s internal learning processes and, in turn, lead to more positive impacts for educators and students. It has implications for improvement practitioners, evaluators, and funders.

In his keynote at the 2018 Carnegie Summit, Carnegie Foundation President Anthony S. Bryk reflects on seven diverse examples of quality improvement work in action, and presents four key lessons illuminated by these efforts.

This report provides descriptive statistics for 2016-2017 student outcomes as well as insights into areas for improvement, based on data from the sixth year of Carnegie Math Pathways implementation.

Statway, an alternative route to completing college-level developmental mathematics requirements, has evolved into a single-semester course. This paper describes reasons for the shift, impacts, and implementation challenges.

Carnegie President Anthony S. Bryk discussed the promise of networked improvement communities to address educational inequities in his keynote, "Redressing Inequities: An Aspiration in Search of a Method," at the 2017 Summit on Improvement in Education.

This paper describes the data and methods used to examine the efficacy of Statway and Quantway, two accelerated developmental math programs comprising Carnegie Math Pathways. The analysis includes longer-term (distal) outcomes related to completion and transfer.

This report provides a description of the findings from two studies examining 2015-16 outcomes for students enrolled in Statway and Quantway, the accelerated developmental math programs comprising Carnegie Math Pathways. Includes ideas for improvement based on this data.

This analysis of a new report on the effectiveness of Statway, an accelerated developmental math program, found continued high levels of student success for all sex and race/ethnicity groups even as enrollment quadrupled over five years. Future research is also discussed.

This report analyzes results of a new study on the effectiveness of Quantway 1, an accelerated developmental math program. The findings show positive effects for students of all sex and race/ethnicity groups and across different colleges. Future work is also discussed.

When a 2010 study found dismal success rates in college developmental math, the Carnegie Foundation formed a network of experts to address the problem guided by improvement science. This narrative tells how the process led to a new remedial program with stunning results.

This study assessed the effectiveness of the developmental math course, Quantway 1 over six semesters. The findings provide robust evidence that Quantway 1 increases student success in fulfilling developmental math requirements and advances equity in student outcomes.

This study was aimed to assess the effectiveness of Statway during its first two years of implementation by means of a multilevel model with propensity score matching to control for possible selection bias and increase the validity of causal inference.

In this AEI report, Alan Ginsburg and Carnegie Foundation Senior Fellow Marshall (Mike) Smith analyze 27 RCT mathematics curriculum studies contained in the What Works Clearinghouse, and they find serious threats to the usefulness of all 27.

This report provides descriptive statistics on 2014-2015 student outcomes, as well as insights into potential areas for improvement based on data from the fourth year’s Pathways implementation.

Disparities within K-12 education are the product of institutional structures and cultures that both disenfranchise certain groups of students and depress quality overall. As these inequalities have systemic causes, systemic are solutions required.

Based on his 2014 distinguished lecture at AERA, Carnegie President Anthony S. Bryk outlines his vision for a new “improvement paradigm” that will help our schools get better at getting better in Educational Researcher.

Training observers is increasingly important for quality observation of teachers. This report examines research on observer training and investigates how five districts are preparing observers to conduct accurate, reliable, and useful observations.

This report summarizes new psychological and behavioral research around building motivation and shows how teachers can increase motivation by encouraging positive behaviors, improving their academic mindsets, and enhancing their sense of connectedness.

Using ideas borrowed from improvement science, Learning to Improve presents a process of disciplined inquiry that can be combined with the use of networks to identify, adapt, and successfully scale up promising interventions in education.

This summarizes the initial results of meeting of fifteen federal, state, and local education policy experts who used improvement science methods to better understand and improve Title II.

This report is the result of a two-year study examining the history of the Carnegie Unit and its impact on education reform in K-12 and higher education.

This report provides descriptive statistics on 2013-2014 student outcomes as well as insights into potential areas for improvement based on data from the third year's implementation of the Pathways.

With the move towards more comprehensive, meaningful teacher evaluations, several districts are using multiple raters to observe teacher performance. This report looks at the design, implementation, and challenges of multi-rater systems in 16 districts.

This report describes the comparative analyses from the Pathways summative assessment system.

Acknowledging the importance of feedback, this report aims to help districts rethink feedback not simply as a series of isolated conversations between principals and teachers, but rather as a complex system of many interconnected factors.

This report finds that new teachers leave the profession in large numbers mostly because they don’t get the support they need. Comprehensive induction can improve retention and new teacher performance, but it is rarely provided.

Seeking greater quality and efficiency in their evaluation systems, states and districts have begun adapting their current evaluation systems. This brief explores differentiation strategies in nine districts, two charter management organizations, and three states.

This report presents the student outcome data from 2012-2013 Statway and Quantway classes across the network. The success of the previous year was repeated as the network expanded.

Practical Measurement presents why improvement science requires a different type of measurement, distinct from accountability or theory development to allow for learning in and through practice.

The 90-Day Cycle Handbook is a comprehensive guide to the purpose and methods of this disciplined and structured form of inquiry. This handbook delineates the purpose and process for this method.

This Change Magazine article captures the unique experience of Pathways students and faculty and highlights the power of improvement science to generate transformational learning opportunities and increase student success.

This white paper refines and provides evidentiary support for a human capital system framework composed of four subsystems that ideally work together to build a stronger teacher workforce.

Acknowledging the growing commitment to providing feedback, this brief, the result of a 90-Day Cycle, examines the features of post-observation feedback conversations between principals and teachers that orient teachers for receptivity and learning.

A white paper prepared for the White House meeting on "Excellence in Education: The Importance of Academic Mindsets" focused on ensuring the ideas presented at the meeting could achieve effectiveness with reliability at scale.

Continuous Improvement in Education, a white paper, provides examples that illustrate how continuous quality improvement methodology is being applied in education from the classroom level to the systems level.

Carnegie's report on how the productive persistence strategy within the Community College Pathways has resulted in positive changes in student engagement and outcomes to addressing the alarming failure rates of students in developmental mathematics.

This essay proposes science of improvement research and the idea of a networked improvement community as an alternative R&D method to create the purposeful collective action needed to solve complex educational problems currently faced.

In 1988, the Chicago public school system decentralized, granting parents and communities significant resources and authority to reform their schools in dramatic ways.