Download or read book Making Sense of Data from Complex Assessments written by and published by . This book was released on 2001 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Making Sense of Data and Statistics in Psychology written by Gerry Mulhern and published by Bloomsbury Publishing. This book was released on 2017-09-09 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics is one of the most useful elements of any psychology degree. This popular textbook will equip you with the tools needed not only to make sense of your own data and research, but also to think critically about the research and statistics you will encounter in everyday life. Features include: - Logical, intuitive organization of key statistical concepts and tests with an emphasis on understanding which test to use and why - Innovative graphic illustrations and insightful dialogues that help you to get to grips with statistics - Concise, easy-to-follow guidelines for making sense of SPSS - COverage of more complex tests and concepts for when you need to dig deeper Making Sense of Data and Statistics in Psychology will help you design experiments, analyse data with confidence and establish a solid grounding in statistics; it will become a valuable resource throughout your studies. Companion Site: www.palgrave.com/psychology/mulhern2e An innovative and easy-to-read introduction to understanding statistical concepts and data in Psychology, written with even the most maths-averse Psychology student in mind. Authored by the current president of the BPS (British Psychological Society), this second edition includes guidance for SPSS and extended statistical coverage to bridge the gap between conceptual understanding of data and how to run statistical tests. Confronts the challenge of teaching statistics The material is structured so that the reader revisits ideas at increasing levels of sophistication, building on their existing knowledge in order to develop their understanding of statistics. This book, grounded in the authors' research into the way students learn maths and statistics, provides a 'way in' to statistics for all Psychology undergraduates, from those who have studied Maths to A Level to those who find their statistics courses to be the most daunting of their university years. The authors emphasise the importance of developing a 'feel' for data, particularly through visual representation, before statistical tests are discussed in detail. Making extensive use of exploratory data analysis, the text emphasises conceptual understanding. Concepts are introduced and clearly explained, enabling the student to understand the foundations of data analysis in interpreting psychological research. There is an abundant use of examples from psychological research throughout, helping students to get to grips with different forms of data. Flexible approach Can easily be integrated into 'standard courses', but also used to support more mathematicallyorientated courses. Reinforces understanding Avoids the jargon that makes statistics so inaccessible to many Psychology students. Pedagogical features include Socratic dialogues between statisticsaverse students and their lecturers; 'Making Links' boxes to help students see the connections between basic and more complex tests; and innovative comprehension check boxes which encourage students to stop and think before reading on. A new feature, 'Making sense of SPSS', links this conceptual comprehension to the way students mostly carry out their statistical tests. Making Sense of Data and Statistics in Psychology ensures that students have a firm basis in the use of statistics that will serve them for life, not just for the duration of their statistics course.

Download or read book Making Sense of Data II written by Glenn J. Myatt and published by John Wiley & Sons. This book was released on 2009-02-03 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on guide to making valuable decisions from data using advanced data mining methods and techniques This second installment in the Making Sense of Data series continues to explore a diverse range of commonly used approaches to making and communicating decisions from data. Delving into more technical topics, this book equips readers with advanced data mining methods that are needed to successfully translate raw data into smart decisions across various fields of research including business, engineering, finance, and the social sciences. Following a comprehensive introduction that details how to define a problem, perform an analysis, and deploy the results, Making Sense of Data II addresses the following key techniques for advanced data analysis: Data Visualization reviews principles and methods for understanding and communicating data through the use of visualization including single variables, the relationship between two or more variables, groupings in data, and dynamic approaches to interacting with data through graphical user interfaces. Clustering outlines common approaches to clustering data sets and provides detailed explanations of methods for determining the distance between observations and procedures for clustering observations. Agglomerative hierarchical clustering, partitioned-based clustering, and fuzzy clustering are also discussed. Predictive Analytics presents a discussion on how to build and assess models, along with a series of predictive analytics that can be used in a variety of situations including principal component analysis, multiple linear regression, discriminate analysis, logistic regression, and Naïve Bayes. Applications demonstrates the current uses of data mining across a wide range of industries and features case studies that illustrate the related applications in real-world scenarios. Each method is discussed within the context of a data mining process including defining the problem and deploying the results, and readers are provided with guidance on when and how each method should be used. The related Web site for the series (www.makingsenseofdata.com) provides a hands-on data analysis and data mining experience. Readers wishing to gain more practical experience will benefit from the tutorial section of the book in conjunction with the TraceisTM software, which is freely available online. With its comprehensive collection of advanced data mining methods coupled with tutorials for applications in a range of fields, Making Sense of Data II is an indispensable book for courses on data analysis and data mining at the upper-undergraduate and graduate levels. It also serves as a valuable reference for researchers and professionals who are interested in learning how to accomplish effective decision making from data and understanding if data analysis and data mining methods could help their organization.

Download or read book Making Sense of Data in the Media written by Andrew Bell and published by SAGE. This book was released on 2019-11-04 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: The amount of data produced, captured and transmitted through the media has never been greater. But for this data to be useful, it needs to be properly understood and claims made about or with data need to be properly scrutinized. Through a series of examples of statistics in the media, this book shows you how to critically assess the presentation of data in the media, to identify what is significant and to sort verifiable conclusions from misleading claims. How accurate are polls, and how should we know? How should league tables be read? Are numbers presented as ‘large’ really as big as they may seem at first glance? By answering these questions and more, readers will learn a number of statistical concepts central to many undergraduate social science statistics courses. By tying them in to real life examples, the importance and relevance of these concepts comes to life. As such, this book does more than teaches techniques needed for a statistics course; it teaches you life skills that we need to use every single day.

Download or read book Automated Scoring of Complex Tasks in Computer based Testing written by David M. Williamson and published by Psychology Press. This book was released on 2006 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first volume to provide the latest methods and examples of "best practices" in the design, implementation, and evaluation of automated scoring for complex assessments. The contributing authors, all noted leaders in the field, introduce each m

Download or read book Making Sense of Child and Family Assessment written by Duncan Helm and published by Jessica Kingsley Publishers. This book was released on 2010 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysing children's needs is a crucial part of assessment in child protection, yet support for practitioners carrying it out is lacking. Making Sense of Child and Family Assessment provides best practice guidance on how to analyse the information gathered during the assessment of the needs of children and young people and their families. The application of assessment frameworks hinges on human qualities and skills which are naturally prone to bias and inconsistency. This book provides practical, accessible guidance on how to apply assessment frameworks successfully, how to increase accuracy and empathy and how to analyse and represent children's needs faithfully in order to improve outcomes. The author provides an overview of key elements of theory, research and practice, and covers issues such as how information is gathered and analysed by different professionals in different sectors, and how this information is shared; how to form accurate hypotheses about cases; how to develop professional intuition; and how to improve analytical skills. Professionals working in child welfare and protection roles, such as social workers, health visitors, midwives and teachers, will find this practical guide to analysis invaluable in interpreting needs and outcomes. The titles in the Best Practice in Working with Children series are written for the multi-agency professionals working to promote children's welfare and protect them from harm. Each book in the series draws on current research into what works best for children, providing practical, realistic suggestions as to how practitioners in social work, health and education can work together to promote the resilience and safety of the children in their care. Brigid Daniel is Professor of Social Work in the Department of Applied Social Science at the University of Stirling. She is co-author of several textbooks and practice resources on child care and protection. She was a member of the multi-disciplinary team that carried out a national ministerial review of child protection practice in Scotland.

Download or read book Sociocognitive Foundations of Educational Measurement written by Robert J. Mislevy and published by Routledge. This book was released on 2018-04-09 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Several key developments challenge the field of educational measurement today: demands for tests at larger scales with higher stakes, an improved understanding of how people develop capabilities, and new technologies for interactive digital assessments. Sociocognitive Foundations of Educational Measurement integrates new developments in educational measurement and educational psychology in order to provide researchers, testing professionals, and students with an innovative sociocognitive perspective on assessment. This comprehensive volume begins with a broad explanation of the sociocognitive perspective and the foundations of assessment, then provides a series of focused applications to major topics such as assessment arguments, validity, fairness, interactive assessment, and a conception of "measurement" in educational assessment. Classical test theory, item response theory, categorical models, mixture models, cognitive diagnosis models, and Bayesian networks are explored from the resulting perspective. Ideal for specialists in these areas, graduate students, developers, and scholars in both educational measurement and fields that contribute to a sociocognitive perspective, this book consolidates nearly a decade of research into a fresh perspective on educational measurement.

Download or read book The Writings of Lyle F Bachman written by James Enos Purpura and published by Taylor & Francis. This book was released on 2024-07-31 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: As one of the most recognized names in the fields of language assessment and applied linguistics, Lyle F. Bachman has produced a high volume of scholarly articles and books in the field of language assessment. These writings have strongly influenced the discipline and over the last three decades have played an uncontested role in shaping the field as we know it today. Until now, Bachman’s work has been spread across various mediums and not existed in one place. The Writings of Lyle F. Bachman is the first book to assemble Bachman’s work into a single, comprehensive volume. The collection is composed of seven major sections, each beginning with an introduction by the editors to provide context for the papers. The sections cover some of the most complex topics in the field, including validity and validation, the effects of test task characteristics, interfaces between language testing and second language acquisition, and epistemological issues in applied linguistics. The collection concludes with a state-of-the art paper and insightful reflections about the field of language assessment. The collection traces how Bachman’s ideas and research insights have evolved throughout the years. Given Bachman’s strong impact on the field of language assessment, this volume presents not only a collection of the writings, but also gives an overview of the ongoing issues and debates in the field. This book will be useful to both researchers and graduate students in the areas of language assessment and applied linguistics.

Download or read book Making Sense of Data written by Glenn J. Myatt and published by John Wiley & Sons. This book was released on 2007-02-26 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical, step-by-step approach to making sense out of data Making Sense of Data educates readers on the steps and issues that need to be considered in order to successfully complete a data analysis or data mining project. The author provides clear explanations that guide the reader to make timely and accurate decisions from data in almost every field of study. A step-by-step approach aids professionals in carefully analyzing data and implementing results, leading to the development of smarter business decisions. With a comprehensive collection of methods from both data analysis and data mining disciplines, this book successfully describes the issues that need to be considered, the steps that need to be taken, and appropriately treats technical topics to accomplish effective decision making from data. Readers are given a solid foundation in the procedures associated with complex data analysis or data mining projects and are provided with concrete discussions of the most universal tasks and technical solutions related to the analysis of data, including: * Problem definitions * Data preparation * Data visualization * Data mining * Statistics * Grouping methods * Predictive modeling * Deployment issues and applications Throughout the book, the author examines why these multiple approaches are needed and how these methods will solve different problems. Processes, along with methods, are carefully and meticulously outlined for use in any data analysis or data mining project. From summarizing and interpreting data, to identifying non-trivial facts, patterns, and relationships in the data, to making predictions from the data, Making Sense of Data addresses the many issues that need to be considered as well as the steps that need to be taken to master data analysis and mining.

Download or read book Advances in Computerized Scoring of Complex Item Formats written by Brian E. Clauser and published by Routledge. This book was released on 2014-07-16 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: This special issue was motivated by the move from research to operations for computerized delivery and scoring of complex constructed response items. The four papers presented provide an overview of the state of the art for such applications. The issue begins by describing the range of computer delivered formats and computerized scoring systems that are currently in use. The remaining papers provide three views of validity in the context of computer delivered and scoring assessments. It is hoped that together, these articles will provide the reader with both an appreciation of the state of the art for computer-automated scoring systems, as well as a perspective on the issues that must be considered and the evidence that must be collected to produce automated scoring systems that allow for valid inference.

Download or read book Innovating Assessments to Measure and Support Complex Skills written by OECD and published by OECD Publishing. This book was released on 2023-04-28 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Policy makers around the world recognise the importance of developing young people’s 21st century skills like problem solving, creative thinking, self-regulation and collaboration. Many countries also include these skills as part of the intended learning outcomes of their education systems.

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 The SAGE Handbook of Curriculum Pedagogy and Assessment written by Dominic Wyse and published by SAGE. This book was released on 2015-12-03 with total page 1762 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research and debates surrounding curriculum, pedagogy and assessment are ever-growing and are of constant importance around the globe. With two volumes - containing chapters from highly respected researchers, whose work has been critical to understanding and building expertise in the field – The SAGE Handbook of Curriculum, Pedagogy and Assessment focuses on examining how curriculum is treated and developed, and its impact on pedagogy and assessment worldwide. The Handbook is organised into five thematic sections, considering: · The epistemology and methodology of curriculum · Curriculum and pedagogy · Curriculum subjects · Areas of the curriculum · Assessment and the curriculum · The curriculum and educational policy The SAGE Handbook of Curriculum, Pedagogy and Assessment’s breadth and rigour will make it essential reading for researchers and postgraduate students around the world.

Download or read book Handbook on Measurement Assessment and Evaluation in Higher Education written by Charles Secolsky and published by Routledge. This book was released on 2012-03-22 with total page 989 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increased demands for colleges and universities to engage in outcomes assessment for accountability purposes have accelerated the need to bridge the gap between higher education practice and the fields of measurement, assessment, and evaluation. The Handbook on Measurement, Assessment, and Evaluation in Higher Education provides higher education administrators, student affairs personnel, institutional researchers who generate and analyze data, and faculty with an integrated handbook of theory, method, and application. This valuable resource brings together applied terminology, analytical perspectives, and methodological advances from the fields of measurement, assessment, and evaluation to facilitate informed decision-making in higher education. Special Features: Contributing Authors are world-renowned scholars across the fields of measurement, assessment, and evaluation, including: Robert E. Stake, Trudy W. Banta, Michael J. Kolen, Noreen M. Webb, Kurt Geisinger, Robert J. Mislevy, Ronald K. Hambleton, Rebecca Zwick, John Creswell, and Margaret D. LeCompte. Depth of Coverage includes classroom assessment and student outcomes; assessment techniques for accountability and accreditation; test theory, item response theory, validity and reliability; qualitative, quantitative and mixed-methods evaluation; context and ethics of assessment. Questions and Exercises follow each Section to reinforce the valuable concepts and insights presented in the preceding chapters. Bridging the gap between practice in higher education with advances in measurement, assessment, and evaluation, this book enables educational decision-makers to engage in more sound professional judgment. This handbook provides higher education administrators with both high-level and detailed views into contemporary theories and practices, supplemented with guidance on how to apply them for the benefit of students and institutions.

Download or read book Handbook of Research on Educational Communications and Technology written by David Jonassen and published by Routledge. This book was released on 2008-09-25 with total page 1296 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2008. Routledge is an imprint of Taylor & Francis, an informa company.

Download or read book Meeting the Challenges to Measurement in an Era of Accountability written by Henry Braun and published by Routledge. This book was released on 2016-01-29 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Under pressure and support from the federal government, states have increasingly turned to indicators based on student test scores to evaluate teachers and schools, as well as students themselves. The focus thus far has been on test scores in those subject areas where there is a sequence of consecutive tests, such as in mathematics or English/language arts with a focus on grades 4-8. Teachers in these subject areas, however, constitute less than thirty percent of the teacher workforce in a district. Comparatively little has been written about the measurement of achievement in the other grades and subjects. This volume seeks to remedy this imbalance by focusing on the assessment of student achievement in a broad range of grade levels and subject areas, with particular attention to their use in the evaluation of teachers and schools in all. It addresses traditional end-of-course tests, as well as alternative measures such as portfolios, exhibitions, and student learning objectives. In each case, issues related to design and development, psychometric considerations, and validity challenges are covered from both a generic and a content-specific perspective. The NCME Applications of Educational Measurement and Assessment series includes edited volumes designed to inform research-based applications of educational measurement and assessment. Edited by leading experts, these books are comprehensive and practical resources on the latest developments in the field. The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license

Download or read book Game Based Assessment Revisited written by Dirk Ifenthaler and published by Springer Nature. This book was released on 2019-11-05 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: The capabilities and possibilities of emerging game-based learning technologies bring about a new perspective of learning and instruction. This, in turn, necessitates alternative ways to assess the kinds of learning that are taking place in the game-based environments. The field has been broadening the focus of assessment in game environments (i.e., what we measure), developing processes and methodologies that go beyond psychometrics practices (i.e., how we go about assessment in games), and implementing the game-based assessment (GBA) in real contexts. The current state of the field calls for a revisit of this topic to understand what we have learned from the research on this topic, and how the GBA work changed how the field thinks about assessment beyond game environments. Accordingly, this comprehensive volume covers the current state of research, methodology, and technology of game-based assessment. It features four major themes: what we are measuring in games, how GBA has influenced how people do assessment beyond games, new methods and practices, and implementations of GBA. The audience for this volume includes researchers, graduate students, teachers, and professional practitioners in the areas of education, instructional design, educational psychology, academic and organizational development, and instructional technology.