Handbook of Educational Data Mining


Book Description

This handbook provides a thorough overview of the current state of knowledge in this area. The first part of the book includes nine surveys and tutorials on the principal data mining techniques that have been applied in education. The second part presents a set of 25 case studies that give a rich overview of the problems that EDM has addressed. With contributions by well-known researchers from a variety of fields, the book reflects the multidisciplinary nature of the EDM community. It helps education experts understand what types of questions EDM can address and helps data miners understand what types of questions are important to educational design and educational decision making.




Performance Management


Book Description

There has been a shift in HR from performance appraisal to performance management. A new volume in the SIOP Professional Practice Series, this book contains a broad range of performance management topics, offers recommendations grounded in research, and many examples from a variety of organizations. In addition to offering state-of-the-art descriptions of performance management needs and solutions, this book provides empirical bases for recommendations, demonstrates how performance management tracks and helps promote organizational change, and exams critical issues. This book makes an ideal resource for I/O psychologists, HR professionals, and consultants. "In this comprehensive and timely volume, Smither and London assemble an exceptional collection of chapters on topics spanning the entire performance management process. Written by leading researchers and practitioners in the field, these chapters draw on years of research and offer a blueprint for implementing effective performance management systems in organizations. This volume is a 'must-read' for all those interested in performance management." —John W. Fleenor, Ph.D., research director, Center for Creative Leadership




Improving Performance Appraisal at Work


Book Description

Compiling extensive research findings with real insights from the business world, this must-read book on performance appraisal explores its evolution from the classic appraisal to its current form, and the methodology behind its progression. Looking forward, Aharon Tziner and Edna Rabenu emphasize that well-conducted appraisals combine a mixture of classic and current, and are here to stay.







Pay for Performance


Book Description

"Pay for performance" has become a buzzword for the 1990s, as U.S. organizations seek ways to boost employee productivity. The new emphasis on performance appraisal and merit pay calls for a thorough examination of their effectiveness. Pay for Performance is the best resource to date on the issues of whether these concepts work and how they can be applied most effectively in the workplace. This important book looks at performance appraisal and pay practices in the private sector and describes whetherâ€"and howâ€"private industry experience is relevant to federal pay reform. It focuses on the needs of the federal government, exploring how the federal pay system evolved; available evidence on federal employee attitudes toward their work, their pay, and their reputation with the public; and the complicating and pervasive factor of politics.




Research in Personnel and Human Resources Management


Book Description

Volume 32 of Research in Personnel and Human Resources Management (RPHRM) contains seven papers on important issues in the field of human resources management. The subject matter in this volume covers myriad areas: compensation, performance evaluation, reputation, employee furloughs, and research methodology.







Principles and Practices of Performance Assessment


Book Description

This volume explores the recent national trend toward adoption of performance assessments. Embraced at all levels of educational decision-making--state, district, school, and teacher--the shapes these assessments take and the affects they have at the classroom level can differ significantly from one setting to another. Based on case studies of 16 schools, this study describes what performance assessments actually look like--the types of tasks they pose to children, the scoring methods used, the purposes to which they are put, and how they fit in with other components of assessment systems. It also shows how they differ when they are introduced by state departments of education, districts, and schools themselves. Factors that affect policymakers' and educators' abilities to successfully design and introduce performance assessments are also explored. These include the purposeful coordination of performance assessment with related education reforms, such as the adoption of content and student performance standards, and the professional development for teachers necessary to the successful implementation of performance assessments. Barriers to adoption, most notably the challenges of developing a technically sound performance assessment, are discussed as well. Crucial to teachers' ability to appropriate performance assessments for use in their own classrooms is their invovlement in designing and implementing them. Although it would be impossible for a state or school district to involve all teachers in the design of a performance assessment, they can take steps to foster teachers' understanding of the purposes and methods of the assessment, thereby supporting their ability to use similar methods in their daily teaching. Toward that end, this book describes the experiences of teachers and students with a range of assessments that all fall under the umbrella of performance assessment. In addition, it provides: *rich illustrations of those experiences across a diverse group of schools; *descriptions of the trade-offs inherent in developing a student assessment system; *demonstrations of why no single assessment can be "all things to all people;" and *valuable insights for teachers, administrators, policymakers, and researchers who want to improve their understanding of how performance assessments work in practice and how they may best serve to improve teaching and learning.