Education Drivers

Ensuring an Orderly and Safe Environment

Staff performance and student learning require a school environment that is orderly, safe, and supportive of student engagement (attendance, participation) and instruction (social, behavioral, academic). Policies, programs, practices, systems, and curriculum are aligned, proactive rather than reactive, and in place schoolwide as well as in the classroom. Students, educators, and parents work together to adopt, implement, and sustain a shared school vision and culture. Students have clear rules, expectations, and contingencies that support identified behavioral and educational goals. Teachers feel they are part of a professional community that is supportive and responsive to their needs and those of the students. Professional learning is ongoing, targeted, participatory, and an effective process utilizing feedback and coaching. External pressures and interruptions are reduced both inside and outside the classrooms to protect teacher time for teaching, learning, and problem solving. There are strong parent-school ties that facilitate communication, coordination, and cooperation between major stakeholders. The school physical environment is well maintained to support engagement and learning. 

Data Mining

TITLE
SYNOPSIS
CITATION
How differently do principals and teachers view working condition issues in their schools?
This analysis examines how teacher and principal perception of school working conditions differ.
Keyworth, R. (2009). How differently do principals and teachers view working condition issues in their schools? Retrieved from how-differently-do-principals.
How do teacher working conditions impact teacher turnover?
This item analyzes teacher reports of differing working condition issues and how they correlate to student achievement.
Keyworth, R. (2009). How do teacher working conditions impact teacher turnover? Retrieved from how-do-teacher-working.
What is the relationship between teacher working conditions and school performance?
This item analyzes teacher reports of differing working condition issues and how they correlate to student achievement.
Keyworth, R. (2009). What is the relationship between teacher working conditions and school performance? Retrieved from what-is-relationship-between900.
What makes an effective principal?
This is an analysis of two meta-analyses of principals, one looking at leadership style and the second examines what school principals activities have the greatest impact on student outcomes.
States, J. (2010). What makes an effective principal? Retrieved from what-makes-effective-principal.
How important are principals and administrative support in the retention of teachers?
This review looks at the impact of principal and administrative support in retaining teachers.
States, J. (2012). How important are principals and administrative support in the retention of teachers? Retrieved from how-important-are-principals904.
What roles do principal's play that have the greatest impact on student achievement?
This meta-analysis examines 26 studies on school leadership to identify the magnitude of direct and indirect effects of leadership on teacher and student performance.
States, J. (2012). What roles do principal's play that have the greatest impact on student achievement? Retrieved from what-roles-do-principal's.
Is the job of the school principal becoming too complex?
This is an analysis of teacher and principal views on the responsibilities and challenges facing school leaders, including the changing roles, finances, satisfaction, and Common Core.
States, J. (2015). Is the job of the school principal becoming too complex? Retrieved from is-job-of-school.
TITLE
SYNOPSIS
CITATION
BURIED TREASURE: Developing a Management Guide From Mountains of School Data

This report provides a practical “management guide,” for an evidence-based key indicator data decision system for school districts and schools.

Celio, M. B., & Harvey, J. (2005). Buried Treasure: Developing A Management Guide From Mountains of School Data. Center on Reinventing Public Education.

Evidence-based practices in classroom management: Considerations for research to practice.

The purpose of this paper is to describe a systematic literature search to identify evidence-based classroom management practices.

Simonsen, B., Fairbanks, S., Briesch, A., Myers, D., & Sugai, G. (2008). Evidence-based practices in classroom management: Considerations for research to practice. Education and Treatment of Children, 31(3), 351-380.

Using Data from High-Stakes Testing in Program Planning and Evaluation
This article intends to help school psychologists understand high stakes tests, methods for analyzing and reporting high stakes results, standards for tests and program evaluation, and application of practices to improve student performance.
Braden, J. P. (2007). Using data from high-stakes testing in program planning and evaluation. Journal of Applied School Psychology, 23(2), 129-150.
From Data to Wisdom: Quality Improvement Strategies Supporting Large-scale Implementation of Evidence-Based Services
The goal of this article is to illustrate various strategies that the Hawaii Child and Adolescent Mental Health Division adopted to increase the use of empirical evidence to improve the quality services and outcomes for youth.
Daleiden, E. L., & Chorpita, B. F. (2005). From data to wisdom: Quality improvement strategies supporting large-scale implementation of evidence-based services. Child and adolescent psychiatric clinics of North America, 14(2), 329-349.
Bringing Out The Best In People
This book by organizational psychologist Aubrey C. Daniels is a guide for anyone who is required to supervise people and is particularly relevant to school principals. It is based on applying positive consequences to improve performance and offers strategies to reduce undesirable behavior so your school and employees can be successful.
Daniels, A. C., Tapscott, D., & Caston, A. (2000). Bringing out the best in people. Columbus, OH: McGraw-Hill.
Human Competence: Engineering Worthy Performance
This book is written by Tom Gilbert who is one of the most influential theorists in building a science of performance management. Although not explicitly written for educators, it offers concrete examples principals can apply to improve the performance of teachers and other school personnel so student’s can ultimately be successful.
Gilbert, T. F. (1978). Human competence—engineering worthy performance. NSPI Journal, 17(9), 19-27.
Why Data Don't Matter
This paper discusses reasons why educators fail to embrace the collection and use of data.
Landrum, T. J. (1997). Why data don't matter. Journal of Behavioral Education, 7(2), 123-129.
Making sense of data-driven decision making in education.
This paper uses research to show how schools and districts are analyzing achievement test results and other types of data to make decisions to improve student success.
Marsh, J. A., Pane, J. F., & Hamilton, L. S. (2006). Making sense of data-driven decision making in education.
Use of Education Data at the Local Level From Accountability to Instructional Improvement
This report looks at the implementation of student data systems and the use of data for improving student performance.
Means, B., Padilla, C., & Gallagher, L. (2010). Use of Education Data at the Local Level: From Accountability to Instructional Improvement. US Department of Education.
Implementing Data-Informed Decision Making in Schools-Teacher Access, Supports and Use
This paper documents education data systems and data-informed decision making in districts and schools. It examines implementation and the practices involving the use of data to improve instruction.
Means, B., Padilla, C., DeBarger, A., & Bakia, M. (2009). Implementing Data-Informed Decision Making in Schools: Teacher Access, Supports and Use. US Department of Education.
Achieving a Wealth of Riches: Delivering on the Promise of Data to Transform Teaching and Learning
This policy brief addresses why using data represents a significant shift for most teachers on how they perform their jobs and details the infrastructure necessary to encourage teachers' use of data.
Miller, M. (2009). Achieving a Wealth of Riches: Delivering on the Promise of Data to Transform Teaching and Learning. Policy Brief. Alliance for Excellent Education.
Value Added Modeling: The Challenge of Measuring Educational Outcomes
This paper examines the critical issues that need to be addressed if value-added modeling is to be effectively used in education.
Stewart, B. E. (2006). Value-added modeling: The challenge of measuring educational outcomes. Carnegie Corporation of New York.
Putting Data into Practice: Lessons From New York City
This report looks at New York City's efforts to create an evidence-based and collaborative teaching culture.
Tucker, B. (2010). Putting data into practice: Lessons from New York City. Education Sector Reports.
Leadership for data-based decision-making: Collaborative data teams, 2006
This article offers practical suggestions on how to build a data-based culture in schools.
Wayman, J. C., Midgley, S., & Stringfield, S. (2006). Leadership for data-based decision-making: Collaborative educator teams. Learner centered leadership: Research, policy, and practice, 189-206.
Software Enabling School Improvement Through Analysis of Student Data
This paper considers issues surrounding the use data and data based decision-making in schools. It describes the state of the field and possible future directions in school based technology.
Wayman, Jeffrey C., Sam Stringfield, and Mary Yakimowski. "Software enabling school improvement through analysis of student data." (2004).
The data-informed district: A district-wide evaluation of data use in the Natrona County School District, 2007
This is an analysis of a district-wide evaluation of data uses and procedures for data-based decision-making.
Wayman, Jeffrey C., Vincent Cho, and Mary T. Johnston. "The data-informed district: A district-wide evaluation of data use in the Natrona County School District." (2007).

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