Theory of Effectiveness Measurement

Theory of Effectiveness Measurement

Author: Department of Department of the Air Force

Publisher: CreateSpace

Published: 2015-03-18

Total Pages: 182

ISBN-13: 9781508924227

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Effectiveness measures provide decision makers feedback on the impact of deliberate actions and affect critical issues such as allocation of scarce resources, as well as whether to maintain or change existing strategy. Currently, however, there is no formal foundation for formulating effectiveness measures. This research presents a new framework for effectiveness measurement from both a theoretical and practical view. First, accepted effects-based principles, as well as fundamental measurement concepts are combined into a general, domain independent, effectiveness measurement methodology. This is accomplished by defining effectiveness measurement as the difference, or conceptual distance from a given system state to some reference system state (e.g. desired end-state). Then, by developing system attribute measures such that they yield a system state-space that can be characterized as a metric space, differences in system states relative to the reference state can be gauged over time, yielding a generalized, axiomatic definition of effectiveness measurement. The effectiveness measurement framework is then extended to mitigate the influence of measurement error and uncertainty by employing Kalman filtering techniques. Finally, the pragmatic nature of the approach is illustrated by measuring the effectiveness of a notional, security force response strategy in a scenario involving a terrorist attack on a United States Air Force base.


Book Synopsis Theory of Effectiveness Measurement by : Department of Department of the Air Force

Download or read book Theory of Effectiveness Measurement written by Department of Department of the Air Force and published by CreateSpace. This book was released on 2015-03-18 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effectiveness measures provide decision makers feedback on the impact of deliberate actions and affect critical issues such as allocation of scarce resources, as well as whether to maintain or change existing strategy. Currently, however, there is no formal foundation for formulating effectiveness measures. This research presents a new framework for effectiveness measurement from both a theoretical and practical view. First, accepted effects-based principles, as well as fundamental measurement concepts are combined into a general, domain independent, effectiveness measurement methodology. This is accomplished by defining effectiveness measurement as the difference, or conceptual distance from a given system state to some reference system state (e.g. desired end-state). Then, by developing system attribute measures such that they yield a system state-space that can be characterized as a metric space, differences in system states relative to the reference state can be gauged over time, yielding a generalized, axiomatic definition of effectiveness measurement. The effectiveness measurement framework is then extended to mitigate the influence of measurement error and uncertainty by employing Kalman filtering techniques. Finally, the pragmatic nature of the approach is illustrated by measuring the effectiveness of a notional, security force response strategy in a scenario involving a terrorist attack on a United States Air Force base.

Measurement Theory in Action

Measurement Theory in Action

Author: Kenneth S Shultz

Publisher: Routledge

Published: 2020-12-29

Total Pages: 435

ISBN-13: 1000287939

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-Helps readers apply testing and measurement theories they learn in courses on psychometrics, testing and measurement and/or multivariate statistics taught in psychology, education, marketing and management. -With 22 self-standing modules instructors can pick and choose the ones that are most appropriate for their course. -Each module features an overview of a measurement issue, a step-by-step application of that theory, and two cases which depict typical dilemmas faced when applying measurement theory followed by Questions to Ponder to encourage critical examination of the issues noted in the cases. -Best practices provide recommendations for ensuring the appropriate application of the theory. -Practical questions help students assess their understanding of the topic while the examples allow them to apply the material using real data. -Each module contains exercises some of which require no computer access while others involve the use of SPSS to solve the problem and a continuing exercise incorporates many of the steps in the development of a measure of typical performance. -Recent changes in understanding measurement, with over 50 new and updated references -Explanations of why each chapter, article, or book in each module’s Further Readings section is recommended -Instructors will find suggested answers to the book’s questions and exercises; detailed solutions to the exercises; test bank with 10 multiple choice and 5 short answer questions for each module; and PowerPoint slides. Students and instructors can access SPSS data sets; additional exercises; the glossary; and additional information helpful in understanding psychometric concepts.


Book Synopsis Measurement Theory in Action by : Kenneth S Shultz

Download or read book Measurement Theory in Action written by Kenneth S Shultz and published by Routledge. This book was released on 2020-12-29 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: -Helps readers apply testing and measurement theories they learn in courses on psychometrics, testing and measurement and/or multivariate statistics taught in psychology, education, marketing and management. -With 22 self-standing modules instructors can pick and choose the ones that are most appropriate for their course. -Each module features an overview of a measurement issue, a step-by-step application of that theory, and two cases which depict typical dilemmas faced when applying measurement theory followed by Questions to Ponder to encourage critical examination of the issues noted in the cases. -Best practices provide recommendations for ensuring the appropriate application of the theory. -Practical questions help students assess their understanding of the topic while the examples allow them to apply the material using real data. -Each module contains exercises some of which require no computer access while others involve the use of SPSS to solve the problem and a continuing exercise incorporates many of the steps in the development of a measure of typical performance. -Recent changes in understanding measurement, with over 50 new and updated references -Explanations of why each chapter, article, or book in each module’s Further Readings section is recommended -Instructors will find suggested answers to the book’s questions and exercises; detailed solutions to the exercises; test bank with 10 multiple choice and 5 short answer questions for each module; and PowerPoint slides. Students and instructors can access SPSS data sets; additional exercises; the glossary; and additional information helpful in understanding psychometric concepts.

Measurement Theory and Applications for the Social Sciences

Measurement Theory and Applications for the Social Sciences

Author: Deborah L. Bandalos

Publisher: Guilford Publications

Published: 2018-01-31

Total Pages: 686

ISBN-13: 1462532136

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Which types of validity evidence should be considered when determining whether a scale is appropriate for a given measurement situation? What about reliability evidence? Using clear explanations illustrated by examples from across the social and behavioral sciences, this engaging text prepares students to make effective decisions about the selection, administration, scoring, interpretation, and development of measurement instruments. Coverage includes the essential measurement topics of scale development, item writing and analysis, and reliability and validity, as well as more advanced topics such as exploratory and confirmatory factor analysis, item response theory, diagnostic classification models, test bias and fairness, standard setting, and equating. End-of-chapter exercises (with answers) emphasize both computations and conceptual understanding to encourage readers to think critically about the material. ÿ


Book Synopsis Measurement Theory and Applications for the Social Sciences by : Deborah L. Bandalos

Download or read book Measurement Theory and Applications for the Social Sciences written by Deborah L. Bandalos and published by Guilford Publications. This book was released on 2018-01-31 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: Which types of validity evidence should be considered when determining whether a scale is appropriate for a given measurement situation? What about reliability evidence? Using clear explanations illustrated by examples from across the social and behavioral sciences, this engaging text prepares students to make effective decisions about the selection, administration, scoring, interpretation, and development of measurement instruments. Coverage includes the essential measurement topics of scale development, item writing and analysis, and reliability and validity, as well as more advanced topics such as exploratory and confirmatory factor analysis, item response theory, diagnostic classification models, test bias and fairness, standard setting, and equating. End-of-chapter exercises (with answers) emphasize both computations and conceptual understanding to encourage readers to think critically about the material. ÿ

Team Performance Assessment and Measurement

Team Performance Assessment and Measurement

Author: Michael T. Brannick

Publisher: Psychology Press

Published: 1997-06-01

Total Pages: 420

ISBN-13: 1135693293

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This book began at a conference on team performance measurement held at the University of South Florida. Several participants at the conference felt that a book on team performance measurement would be of interest to a broader audience, and they began looking for authors in diverse disciplines. Some of the chapters in this book closely follow material presented at the conference. Many others report work that was done subsequently or was done by authors not present at the conference. The result is a book rich in its diversity of approaches to measurement and which contains illustrations of many different teams. This book is the first of its kind to bring together a collection of scholars and practitioners focusing solely on the problem of team performance measurement. Although much has been written about team and group effectiveness, little theoretical and empirical progress has been made in the measurement of team processes and outcomes. The book represents a major step forward both theoretically and empirically. Section 1 provides a rich theoretical basis for measurement, including designing measures to be used in team training, measures of shared mental models, and measures of team workload. Section 2 addresses methodological developments and issues, including the design and validation of simulations, surveys, and observer checklists. It also deals with issues such as the consistency of team performance and task and level of analysis issues. Section 3 provides applications and illustrations of team performance measures in such teams as nuclear power control room operators, theater technical crews, and aircraft cockpit crews. Section 4 offers guidance for anyone interested in developing their own measures of team performance. There are both theoretical and practical reasons for the current interest in teams. Psychological research interest in groups and teams has returned and is now a thriving area. Self-managed work groups and semi-autonomous work groups have become increasingly common in industry, so there is an increased interest in team functioning from a practical standpoint. This volume's purpose is to describe recent advances in the measurement of team performance, both process and outcome. Several of the chapters provide recommendations on how, when, and why to measure aspects of teams. In addition to describing what is currently known, the book also discusses what remains to be known and what needs to be done next. The book is intended primarily for those interested in research about team processes and outcomes--researchers and academics who possess a basic understanding of statistics and psychometrics. The bulk of research reported has applied aims which provide much practical information, such as how to design simulations, rating forms, and dimensions of team performance useful for feedback to many kinds of teams. In addition, there are examples from several different kinds of teams, including aircrews, nuclear power plant operators, hospital workers, ship combat information center groups, and theater technicians. Therefore the book should be useful to people who want to design measures to evaluate teams.


Book Synopsis Team Performance Assessment and Measurement by : Michael T. Brannick

Download or read book Team Performance Assessment and Measurement written by Michael T. Brannick and published by Psychology Press. This book was released on 1997-06-01 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book began at a conference on team performance measurement held at the University of South Florida. Several participants at the conference felt that a book on team performance measurement would be of interest to a broader audience, and they began looking for authors in diverse disciplines. Some of the chapters in this book closely follow material presented at the conference. Many others report work that was done subsequently or was done by authors not present at the conference. The result is a book rich in its diversity of approaches to measurement and which contains illustrations of many different teams. This book is the first of its kind to bring together a collection of scholars and practitioners focusing solely on the problem of team performance measurement. Although much has been written about team and group effectiveness, little theoretical and empirical progress has been made in the measurement of team processes and outcomes. The book represents a major step forward both theoretically and empirically. Section 1 provides a rich theoretical basis for measurement, including designing measures to be used in team training, measures of shared mental models, and measures of team workload. Section 2 addresses methodological developments and issues, including the design and validation of simulations, surveys, and observer checklists. It also deals with issues such as the consistency of team performance and task and level of analysis issues. Section 3 provides applications and illustrations of team performance measures in such teams as nuclear power control room operators, theater technical crews, and aircraft cockpit crews. Section 4 offers guidance for anyone interested in developing their own measures of team performance. There are both theoretical and practical reasons for the current interest in teams. Psychological research interest in groups and teams has returned and is now a thriving area. Self-managed work groups and semi-autonomous work groups have become increasingly common in industry, so there is an increased interest in team functioning from a practical standpoint. This volume's purpose is to describe recent advances in the measurement of team performance, both process and outcome. Several of the chapters provide recommendations on how, when, and why to measure aspects of teams. In addition to describing what is currently known, the book also discusses what remains to be known and what needs to be done next. The book is intended primarily for those interested in research about team processes and outcomes--researchers and academics who possess a basic understanding of statistics and psychometrics. The bulk of research reported has applied aims which provide much practical information, such as how to design simulations, rating forms, and dimensions of team performance useful for feedback to many kinds of teams. In addition, there are examples from several different kinds of teams, including aircrews, nuclear power plant operators, hospital workers, ship combat information center groups, and theater technicians. Therefore the book should be useful to people who want to design measures to evaluate teams.

Measuring Effectiveness

Measuring Effectiveness

Author: Dan Baugher

Publisher:

Published: 1981

Total Pages: 140

ISBN-13:

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Book Synopsis Measuring Effectiveness by : Dan Baugher

Download or read book Measuring Effectiveness written by Dan Baugher and published by . This book was released on 1981 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Measuring Advertising Effectiveness

Measuring Advertising Effectiveness

Author: William D. Wells

Publisher: Psychology Press

Published: 2014-03-05

Total Pages: 424

ISBN-13: 1317779509

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This volume includes edited and revised versions of the papers delivered and discussed at the recent Advertising and Consumer Psychology Conference. Following the theme of the conference -- "Measuring Advertising Effectiveness" -- the book blends academic psychology, marketing theory, survey methodology, and practical experience, while simultaneously addressing the problems and limitations of advertising. Acknowledging that advertisements are subtle, diverse, complex phenomena that require detailed investigation, this compilation explores the multidimensional nature of advertising's diverse effects from both academic and applied perspectives. Updates on theories and methods -- along with expert commentaries -- help to make this a valuable collection that will be of interest to advertising and marketing specialists and communications experts alike.


Book Synopsis Measuring Advertising Effectiveness by : William D. Wells

Download or read book Measuring Advertising Effectiveness written by William D. Wells and published by Psychology Press. This book was released on 2014-03-05 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume includes edited and revised versions of the papers delivered and discussed at the recent Advertising and Consumer Psychology Conference. Following the theme of the conference -- "Measuring Advertising Effectiveness" -- the book blends academic psychology, marketing theory, survey methodology, and practical experience, while simultaneously addressing the problems and limitations of advertising. Acknowledging that advertisements are subtle, diverse, complex phenomena that require detailed investigation, this compilation explores the multidimensional nature of advertising's diverse effects from both academic and applied perspectives. Updates on theories and methods -- along with expert commentaries -- help to make this a valuable collection that will be of interest to advertising and marketing specialists and communications experts alike.

Measurement Theory in Action

Measurement Theory in Action

Author: Kenneth S Shultz

Publisher: Routledge

Published: 2013-11-20

Total Pages: 419

ISBN-13: 1317970888

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This book helps readers apply testing and measurement theories. Featuring 22 self-standing modules, instructors can pick and choose the ones that are most appropriate for their course. Each module features an overview of a measurement issue and a step-by-step application of that theory. Best practices provide recommendations for ensuring the appropriate application of the theory. Practical questions help students assess their understanding of the topic while the examples allow them to apply the material using real data. Two cases in each module depict typical dilemmas faced when applying measurement theory followed by Questions to Ponder to encourage critical examination of the issues noted in the cases. Each module contains exercises some of which require no computer access while others involve the use of SPSS to solve the problem. The book’s website houses the accompanying data sets and more. The book also features suggested readings, a glossary of the key terms, and a continuing exercise that incorporates many of the steps in the development of a measure of typical performance. Updated throughout to reflect recent changes in the field, the new edition also features: --A new co-author, Michael Zickar, who updated the advanced topics and added the new module on generalizability theory (Module 22). -Expanded coverage of reliability (Modules 5 & 6) and exploratory and confirmatory factor analysis (Modules 18 & 19) to help readers interpret results presented in journal articles. -Expanded Web Resources, Instructors will now find: suggested answers to the book’s questions and exercises; detailed worked solutions to the exercises; and PowerPoint slides. Students and instructors can access the SPSS data sets; additional exercises; the glossary; and website references that are helpful in understanding psychometric concepts. Part 1 provides an introduction to measurement theory and specs for scaling and testing and a review of statistics. Part 2 then progresses through practical issues related to text reliability, validation, meta-analysis and bias. Part 3 reviews practical issues related to text construction such as the development of measures of maximal performance, CTT item analysis, test scoring, developing measures of typical performance, and issues related to response styles and guessing. The book concludes with advanced topics such as multiple regression, exploratory and confirmatory factor analysis, item response theory (IRT), IRT applications including computer adaptive testing and differential item functioning, and generalizability theory. Ideal as a text for any psychometrics, testing and measurement, or multivariate statistics course taught in psychology, education, marketing and management, professional researchers in need of a quick refresher on applying measurement theory will also find this an invaluable reference.


Book Synopsis Measurement Theory in Action by : Kenneth S Shultz

Download or read book Measurement Theory in Action written by Kenneth S Shultz and published by Routledge. This book was released on 2013-11-20 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book helps readers apply testing and measurement theories. Featuring 22 self-standing modules, instructors can pick and choose the ones that are most appropriate for their course. Each module features an overview of a measurement issue and a step-by-step application of that theory. Best practices provide recommendations for ensuring the appropriate application of the theory. Practical questions help students assess their understanding of the topic while the examples allow them to apply the material using real data. Two cases in each module depict typical dilemmas faced when applying measurement theory followed by Questions to Ponder to encourage critical examination of the issues noted in the cases. Each module contains exercises some of which require no computer access while others involve the use of SPSS to solve the problem. The book’s website houses the accompanying data sets and more. The book also features suggested readings, a glossary of the key terms, and a continuing exercise that incorporates many of the steps in the development of a measure of typical performance. Updated throughout to reflect recent changes in the field, the new edition also features: --A new co-author, Michael Zickar, who updated the advanced topics and added the new module on generalizability theory (Module 22). -Expanded coverage of reliability (Modules 5 & 6) and exploratory and confirmatory factor analysis (Modules 18 & 19) to help readers interpret results presented in journal articles. -Expanded Web Resources, Instructors will now find: suggested answers to the book’s questions and exercises; detailed worked solutions to the exercises; and PowerPoint slides. Students and instructors can access the SPSS data sets; additional exercises; the glossary; and website references that are helpful in understanding psychometric concepts. Part 1 provides an introduction to measurement theory and specs for scaling and testing and a review of statistics. Part 2 then progresses through practical issues related to text reliability, validation, meta-analysis and bias. Part 3 reviews practical issues related to text construction such as the development of measures of maximal performance, CTT item analysis, test scoring, developing measures of typical performance, and issues related to response styles and guessing. The book concludes with advanced topics such as multiple regression, exploratory and confirmatory factor analysis, item response theory (IRT), IRT applications including computer adaptive testing and differential item functioning, and generalizability theory. Ideal as a text for any psychometrics, testing and measurement, or multivariate statistics course taught in psychology, education, marketing and management, professional researchers in need of a quick refresher on applying measurement theory will also find this an invaluable reference.

Performance Measurement

Performance Measurement

Author: Patria de Lancer Julnes

Publisher: Routledge

Published: 2014-12-18

Total Pages: 265

ISBN-13: 1317462882

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This volume in the "ASPA Classics" series compiles the most influential contributions to the theory and practice of performance measurement that have been published in various journals affiliated with the American Society for Public Administration. The book includes major sections of original text along with the readings, and provides students and practitioners with a handy reference source for theory development and practice improvement in performance measurement. The coverage is broad, including methods and techniques for developing effective performance measurement systems, building performance-based management systems, and sustaining performance-based budgeting. The articles are all classics in the field that have endured the test of time and are considered 'must reads' on performance measurement.


Book Synopsis Performance Measurement by : Patria de Lancer Julnes

Download or read book Performance Measurement written by Patria de Lancer Julnes and published by Routledge. This book was released on 2014-12-18 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume in the "ASPA Classics" series compiles the most influential contributions to the theory and practice of performance measurement that have been published in various journals affiliated with the American Society for Public Administration. The book includes major sections of original text along with the readings, and provides students and practitioners with a handy reference source for theory development and practice improvement in performance measurement. The coverage is broad, including methods and techniques for developing effective performance measurement systems, building performance-based management systems, and sustaining performance-based budgeting. The articles are all classics in the field that have endured the test of time and are considered 'must reads' on performance measurement.

Performance Measurement and Theory

Performance Measurement and Theory

Author: Frank Landy

Publisher: Routledge

Published: 2017-06-26

Total Pages: 436

ISBN-13: 1351814192

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In this volume, first published in 1983, the editors aim to achieve an understanding of performance from a variety of theoretical perspectives. The papers in this volume will not only spur further research, but will also provide an opportunity for some careful considerations of how performance is measured in various applied settings. The book is divided into four major areas; intraindividual issues, interdividual/organizational dynamics, methodology, and philosophies. This title will be of interest to students of business studies, psychology and human resource management.


Book Synopsis Performance Measurement and Theory by : Frank Landy

Download or read book Performance Measurement and Theory written by Frank Landy and published by Routledge. This book was released on 2017-06-26 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this volume, first published in 1983, the editors aim to achieve an understanding of performance from a variety of theoretical perspectives. The papers in this volume will not only spur further research, but will also provide an opportunity for some careful considerations of how performance is measured in various applied settings. The book is divided into four major areas; intraindividual issues, interdividual/organizational dynamics, methodology, and philosophies. This title will be of interest to students of business studies, psychology and human resource management.

Measurement Theory in Action

Measurement Theory in Action

Author: Kenneth S Shultz

Publisher: Routledge

Published: 2020-12-30

Total Pages: 331

ISBN-13: 1000287955

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Measurement Theory in Action, Third Edition, helps readers apply testing and measurement theories and features 22 self-contained modules which instructors can match to their courses. Each module features an overview of a measurement issue and a step-by-step application of that theory. Best Practices provide recommendations for ensuring the appropriate application of the theory. Practical Questions help students assess their understanding of the topic. Students can apply the material using real data in the Exercises, some of which require no computer access, while others involve the use of statistical software to solve the problem. Case Studies in each module depict typical dilemmas faced when applying measurement theory followed by Questions to Ponder to encourage critical examination of the issues noted in the cases. The book’s website houses the data sets, additional exercises, PowerPoints, and more. Other features include suggested readings to further one’s understanding of the topics, a glossary, and a comprehensive exercise in Appendix A that incorporates many of the steps in the development of a measure of typical performance. Updated throughout to reflect recent changes in the field, the new edition also features: Recent changes in understanding measurement, with over 50 new and updated references Explanations of why each chapter, article, or book in each module’s Further Readings section is recommended Instructors will find suggested answers to the book’s questions and exercises; detailed solutions to the exercises; test bank with 10 multiple choice and 5 short answer questions for each module; and PowerPoint slides. Students and instructors can access SPSS data sets; additional exercises; the glossary; and additional information helpful in understanding psychometric concepts. It is ideal as a text for any psychometrics or testing and measurement course taught in psychology, education, marketing, and management. It is also an invaluable reference for professional researchers in need of a quick refresher on applying measurement theory.


Book Synopsis Measurement Theory in Action by : Kenneth S Shultz

Download or read book Measurement Theory in Action written by Kenneth S Shultz and published by Routledge. This book was released on 2020-12-30 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Measurement Theory in Action, Third Edition, helps readers apply testing and measurement theories and features 22 self-contained modules which instructors can match to their courses. Each module features an overview of a measurement issue and a step-by-step application of that theory. Best Practices provide recommendations for ensuring the appropriate application of the theory. Practical Questions help students assess their understanding of the topic. Students can apply the material using real data in the Exercises, some of which require no computer access, while others involve the use of statistical software to solve the problem. Case Studies in each module depict typical dilemmas faced when applying measurement theory followed by Questions to Ponder to encourage critical examination of the issues noted in the cases. The book’s website houses the data sets, additional exercises, PowerPoints, and more. Other features include suggested readings to further one’s understanding of the topics, a glossary, and a comprehensive exercise in Appendix A that incorporates many of the steps in the development of a measure of typical performance. Updated throughout to reflect recent changes in the field, the new edition also features: Recent changes in understanding measurement, with over 50 new and updated references Explanations of why each chapter, article, or book in each module’s Further Readings section is recommended Instructors will find suggested answers to the book’s questions and exercises; detailed solutions to the exercises; test bank with 10 multiple choice and 5 short answer questions for each module; and PowerPoint slides. Students and instructors can access SPSS data sets; additional exercises; the glossary; and additional information helpful in understanding psychometric concepts. It is ideal as a text for any psychometrics or testing and measurement course taught in psychology, education, marketing, and management. It is also an invaluable reference for professional researchers in need of a quick refresher on applying measurement theory.