Download or read book Value Added Modeling and Growth Modeling with Particular Application to Teacher and School Effectiveness written by Robert W. Lissitz and published by IAP. This book was released on 2014-12-01 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling student growth has been a federal policy requirement under No Child Left Behind (NCLB). In addition to tracking student growth, the latest Race To The Top (RTTP) federal education policy stipulates the evaluation of teacher effectiveness from the perspective of added value that teachers contribute to student learning and growth. Student growth modeling and teacher value-added modeling are complex. The complexity stems, in part, from issues due to non-random assignment of students into classes and schools, measurement error in students’ achievement scores that are utilized to evaluate the added value of teachers, multidimensionality of the measured construct across multiple grades, and the inclusion of covariates. National experts at the Twelfth Annual Maryland Assessment Research Center’s Conference on “Value Added Modeling and Growth Modeling with Particular Application to Teacher and School Effectiveness” present the latest developments and methods to tackle these issues. This book includes chapters based on these conference presentations. Further, the book provides some answers to questions such as what makes a good growth model? What criteria should be used in evaluating growth models? How should outputs from growth models be utilized? How auxiliary teacher information could be utilized to improve value added? How multiple sources of student information could be accumulated to estimate teacher effectiveness? Whether student-level and school-level covariates should be included? And what are the impacts of the potential heterogeneity of teacher effects across students of different aptitudes or other differing characteristics on growth modeling and teacher evaluation? Overall, this book addresses reliability and validity issues in growth modeling and value added modeling and presents the latest development in this area. In addition, some persistent issues have been approached from a new perspective. This edited volume provides a very good source of information related to the current explorations in student growth and teacher effectiveness evaluation.

Download or read book Getting Value Out of Value Added written by National Academy of Education and published by National Academies Press. This book was released on 2010-01-25 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: Value-added methods refer to efforts to estimate the relative contributions of specific teachers, schools, or programs to student test performance. In recent years, these methods have attracted considerable attention because of their potential applicability for educational accountability, teacher pay-for-performance systems, school and teacher improvement, program evaluation, and research. Value-added methods involve complex statistical models applied to test data of varying quality. Accordingly, there are many technical challenges to ascertaining the degree to which the output of these models provides the desired estimates. Despite a substantial amount of research over the last decade and a half, overcoming these challenges has proven to be very difficult, and many questions remain unanswered-at a time when there is strong interest in implementing value-added models in a variety of settings. The National Research Council and the National Academy of Education held a workshop, summarized in this volume, to help identify areas of emerging consensus and areas of disagreement regarding appropriate uses of value-added methods, in an effort to provide research-based guidance to policy makers who are facing decisions about whether to proceed in this direction.

Download or read book The Lost Ethnographies written by Robin James Smith and published by Emerald Group Publishing. This book was released on 2019-01-07 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores ethnographic projects that were planned but never happened, and reports on the methodological lessons researchers can learn, as well as how they can gain fresh energy and social science insight from apparent rejection.

Download or read book Assessing Student Learning Outcomes in Higher Education written by Hamish Coates and published by Routledge. This book was released on 2018-12-07 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines important advances and offers a realistic image of the state of the art in student learning outcomes assessment in higher education—a field close to the core of nearly every higher education institution. Producing sound information on what students know and can do is critical to higher education practitioners and future social prosperity. Spanning international, national and institutional developments, the book presents methodological and empirical insights, highlights research challenges, and showcases the enormous progress made in recent years. The book will be of interest to researchers in education assessment and neighbouring fields, and stakeholders like institutional leaders, teachers and graduate employers looking for better insight on returns, governments searching for information to assist with funding and regulation, and members of the public wanting more clarity about outcomes and public investment. This book was originally published as a special issue of Assessment & Evaluation in Higher Education.

Download or read book Advancing Human Assessment written by Randy E. Bennett and published by Springer. This book was released on 2017-10-17 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY-NC 2.5 license.​​ This book describes the extensive contributions made toward the advancement of human assessment by scientists from one of the world’s leading research institutions, Educational Testing Service. The book’s four major sections detail research and development in measurement and statistics, education policy analysis and evaluation, scientific psychology, and validity. Many of the developments presented have become de-facto standards in educational and psychological measurement, including in item response theory (IRT), linking and equating, differential item functioning (DIF), and educational surveys like the National Assessment of Educational Progress (NAEP), the Programme of international Student Assessment (PISA), the Progress of International Reading Literacy Study (PIRLS) and the Trends in Mathematics and Science Study (TIMSS). In addition to its comprehensive coverage of contributions to the theory and methodology of educational and psychological measurement and statistics, the book gives significant attention to ETS work in cognitive, personality, developmental, and social psychology, and to education policy analysis and program evaluation. The chapter authors are long-standing experts who provide broad coverage and thoughtful insights that build upon decades of experience in research and best practices for measurement, evaluation, scientific psychology, and education policy analysis. Opening with a chapter on the genesis of ETS and closing with a synthesis of the enormously diverse set of contributions made over its 70-year history, the book is a useful resource for all interested in the improvement of human assessment.

Download or read book Enhancing Effective Instruction and Learning Using Assessment Data written by Hong Jiao and published by IAP. This book was released on 2022-01-01 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces theories and practices for using assessment data to enhance learning and instruction. Topics include reshaping the homework review process, iterative learning engineering, learning progressions, learning maps, score report designing, the use of psychosocial data, and the combination of adaptive testing and adaptive learning. In addition, studies proposing new methods and strategies, technical details about the collection and maintenance of process data, and examples illustrating proposed methods and software are included. Chapters 1, 4, 6, 8, and 9 discuss how to make valid interpretations of results and achieve more efficient instructions from various sources of data. Chapters 3 and 7 propose and evaluate new methods to promote students’ learning by using evidence-based iterative learning engineering and supporting the teachers’ use of assessment data, respectively. Chapter 2 provides technical details on the collection, storage, and security protection of process data. Chapter 5 introduces software for automating some aspects of developmental education and the use of predictive modeling. Chapter 10 describes the barriers to using psychosocial data for formative assessment purposes. Chapter 11 describes a conceptual framework for adaptive learning and testing and gives an example of a functional learning and assessment system. In summary, the book includes comprehensive perspectives of the recent development and challenges of using test data for formative assessment purposes. The chapters provide innovative theoretical frameworks, new perspectives on the use of data with technology, and how to build new methods based on existing theories. This book is a useful resource to researchers who are interested in using data and technology to inform decision making, facilitate instructional utility, and achieve better learning outcomes.

Download or read book Ready for Fall Near Term Effects of Voluntary Summer Learning Programs on Low Income Students Learning Opportunities and Outcomes written by Jennifer Sloan McCombs and published by Rand Corporation. This book was released on 2014-12-16 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Wallace Foundation’s National Summer Learning Study, conducted by RAND and launched in 2011, offers the first assessment of district-run voluntary summer programs over the short and long run. This report, the second of five that will result from the study, looks at how summer programs affected student performance on math, reading, and social and emotional assessments in fall 2013.

Download or read book Language Literacy and Learning in the STEM Disciplines written by Alison L. Bailey and published by Routledge. This book was released on 2018-02-01 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: With a focus on what mathematics and science educators need to know about academic language used in the STEM disciplines, this book critically synthesizes the current knowledge base on language challenges inherent to learning mathematics and science, with particular attention to the unique issues for English learners. These key questions are addressed: When and how do students develop mastery of the language registers unique to mathematics and to the sciences? How do teachers use assessment as evidence of student learning for both accountability and instructional purposes? Orienting each chapter with a research review and drawing out important Focus Points, chapter authors examine the obstacles to and latest ideas for improving STEM literacy, and discuss implications for future research and practice.

Download or read book Machine Learning Natural Language Processing and Psychometrics written by Hong Jiao and published by IAP. This book was released on 2024-04-01 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the exponential increase of digital assessment, different types of data in addition to item responses become available in the measurement process. One of the salient features in digital assessment is that process data can be easily collected. This non-conventional structured or unstructured data source may bring new perspectives to better understand the assessment products or accuracy and the process how an item product was attained. The analysis of the conventional and non-conventional assessment data calls for more methodology other than the latent trait modeling. Natural language processing (NLP) methods and machine learning algorithms have been successfully applied in automated scoring. It has been explored in providing diagnostic feedback to test-takers in writing assessment. Recently, machine learning algorithms have been explored for cheating detection and cognitive diagnosis. When the measurement field promote the use of assessment data to provide feedback to improve teaching and learning, it is the right time to explore new methodology and explore the value added from other data sources. This book presents the use cases of machine learning and NLP in improving the assessment theory and practices in high-stakes summative assessment, learning, and instruction. More specifically, experts from the field addressed the topics related to automated item generations, automated scoring, automated feedback in writing, explainability of automated scoring, equating, cheating and alarming response detection, adaptive testing, and applications in science assessment. This book demonstrates the utility of machine learning and NLP in assessment design and psychometric analysis.

Download or read book The First Five Years of Teaching Mathematics FIRSTMATH written by Maria Teresa Tatto and published by Springer Nature. This book was released on 2020-04-24 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on an innovative study into the first five years of mathematics teaching: FIRSTMATH. For the first time, the study has developed a viable methodology to analyze the knowledge, skills, and dispositions of beginning mathematics teachers as well as instruments to explore the contexts where they work. The book provides a step by step account of this exploratory (proof-of-concept) research study, using a comparative and international approach, and introduces readers to the challenges entailed. The FIRSTMATH study promises the development of methods and strategies to make it possible for teacher educators and future teachers to examine (and improve on) their own practices in an important STEM area.

Download or read book Essays on Contemporary Psychometrics written by L. Andries van der Ark and published by Springer Nature. This book was released on 2023-03-17 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book 'Essays on Contemporary Psychometrics' provides an overview of contemporary psychometrics, the science devoted to the advancement of quantitative measurement practices in psychology, education and the social sciences. The volume consists of four parts, each having several chapters on cutting-edge work in the field. Part I, General Perspectives on Psychometrics, includes expert views on topics such as psychological models vs. measurement models, using tests in decision making, artificial intelligence, and psychometric network models. Part II, Factor Analysis and Classical Test Theory, the type of psychometrics that is still used most often in the social and behavioral sciences, includes state-of-the-art contributions on test-score reliability, change-score reliability, handling missing data in principal component analysis, test equating, and conditional standard errors of measurement. Part III, Item Response Theory, the leading form of psychometrics in modern educational measurement, includes discussions of sampling from many conditional distributions, transparent score reporting, nonparametric item response theory, and targeted testing. Part IV, New Psychometrics, discusses recently developed ideas beyond classical test theory and item response theory, including topics related to computer adaptive testing, response-time modelling, validity indices, diagnostic classification models, and the sparse latent class model for ordinal measurements. Together, these four parts provide an overview of the current state-of-the-art in psychometrics in educational measurement. They are a valuable source of information for graduate students who (intend to) study psychometrics and need an overview of the field, and for researchers interested in the current developments in the field. Chapters [3], [5], [8], [16] and [19] are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Download or read book Technology Enhanced Innovative Assessment written by Hong Jiao and published by IAP. This book was released on 2017-11-01 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assessment innovation tied to technology is greatly needed in a wide variety of assessment applications. This book adopts an interdisciplinary perspective to learn from advances in developing technology enhanced innovative assessments from multiple fields. The book chapters address the development of virtual assessments including game?based assessment, simulation?based assessment, and narrative based assessment as well as how simulation and game based assessments serve both formative and summative purposes. Further, chapters address the critical challenge of integrating assessment directly into the learning process so that teacher effectiveness and student learning can be enhanced. Two chapters specifically address the psychometric challenges related to innovative items. One chapter talks about evaluating the psychometric properties of innovative items while the other chapter presents a new psychometric model for calibrating innovative items embedded in multiple contexts. In addition, validity issues are addressed related to technology enhanced innovative assessment. It is hoped that the book provides readers with rich and useful information about the development of several types of virtual assessments from multiple perspectives. The authors include experts from industry where innovative items have been used for many years and experts from research institutes and universities who have done pioneering work related to developing innovative items with formative applications to facilitate learning. In addition, expert advice has been provided on validating such work.

Download or read book Evaluating Value added Models for Teacher Accountability written by Daniel F. McCaffrey and published by Rand Corporation. This book was released on 2003 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does value-added modeling (VAM) demonstrate the importance of teachers to student outcomes? The authors clarify the primary questions raised by VAM for measuring teacher effects, review the most important recent applications of VAM, and discuss a variety of statistical and measurement issues that might affect the validity of VAM inferences. The authors identify numerous possible sources of error and bias in teacher effects and recommend a number of steps for future research into these potential errors.

Download or read book Transforming Learning Environments written by Fayneese Miller and published by Emerald Group Publishing. This book was released on 2012-10-19 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the influence and pressures of the globalized economy, education systems are at a crossroads and need to find a place and/or identity that reflect new or transformed realities for learning environments. Questions such as to what extent, in what way, and how are we doing will need to be raised and answered before learning environments can begin

Download or read book Handbook of Structural Equation Modeling written by Rick H. Hoyle and published by Guilford Publications. This book was released on 2023-02-17 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This accessible volume presents both the mechanics of structural equation modeling (SEM) and specific SEM strategies and applications. The editor, along with an international group of contributors, and editorial advisory board are leading methodologists who have organized the book to move from simpler material to more statistically complex modeling approaches. Sections cover the foundations of SEM; statistical underpinnings, from assumptions to model modifications; steps in implementation, from data preparation through writing the SEM report; and basic and advanced applications, including new and emerging topics in SEM. Each chapter provides conceptually oriented descriptions, fully explicated analyses, and engaging examples that reveal modeling possibilities for use with readers' data. Many of the chapters also include access to data and syntax files at the companion website, allowing readers to try their hands at reproducing the authors' results"--

Download or read book Educational Measurement written by Craig S. Wells and published by Guilford Publications. This book was released on 2016-04-26 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces and explores major topics in contemporary educational measurement: criterion-referenced testing, item response theory (IRT), computer-based testing, cross-lingual and cross-cultural assessment, and accountability testing. Psychometric experts describe forward-looking measurement practices and provide a contextualized understanding of how and why they were developed, how they can be used, and where they may go in the future. In addition to presenting key concepts and formulas, the volume covers established and emerging applications and discusses recurrent challenges that require additional research. A helpful glossary of abbreviations is included. The book is grounded in the work of Ronald K. Hambleton.

Download or read book Estimating Teacher and School Effectiveness in Pittsburgh written by Stephen Lipscomb and published by . This book was released on 2010 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: At the request of Pittsburgh Public Schools (PPS) and the Pittsburgh Federation of Teachers (PFT), Mathematica is developing value-added models (VAMs) that aim to estimate the contributions of individual teachers, teams of teachers, and schools to the achievement growth of their students. The analyses described in this report are intended as an early step in a multi-year project that aims to produce fair, valid, reliable, and robust estimates of the contributions of individual teachers and schools in Pittsburgh to the achievement growth of their students, ultimately including as many grades, subjects, schools, and teachers as possible. In addition to scores on the Pennsylvania System of School Assessment (PSSA), this report also applies VAMs to Pittsburgh's own curriculum-based assessments (CBAs) in various subjects and courses in grades 6-10; to PSAT assessments conducted in grades 10 and 11; and to Scholastic Reading Inventory (SRI) assessments in grades 6 to 10. Composite value-added measures that incorporate results for each of the assessment outcomes relevant to each school were also created. In addition, school-level VAMs are estimated for the non-test outcomes of student attendance and credit accumulation. This report describes the methods for measuring teacher and school effectiveness using those student outcomes and the findings from the authors' analyses to date. It describes in general terms the distribution of value-added estimates for teachers and schools across the district. The findings in this report reinforce the findings of the August report (Lipscomb, Gill, and Booker, 2010) that "VAM estimates can provide meaningful information about teacher and school performance in Pittsburgh--and they confirm that VAMs can be usefully applied not only to state accountability tests and nationally normed assessments, but also to locally developed assessments and to non-test measures of student outcomes such as attendance and credit accumulation." An appendix contains supplementary tables and figures.