An Introduction to Psychometrics and Psychological Assessment Using, Interpreting and Developing Tests
An Introduction to Psychometrics and Psychological Assessment is the successor to Cooper’s prize-winning book Psychological Testing: Theory and Practice. This expanded and updated volume shows how psychological questionnaires and tests can be chosen, administered, scored, interpreted and developed. In providing students, researchers, test users, test developers and practitioners in the social sciences, education and health with an evaluative guide to choosing, using, interpreting and developing tests, it provides readers a thorough grasp of the principles (and limitations) of testing, together with the necessary methodological detail.
This book has three distinctive features. First, it stresses the basic logic of psychological assessment without getting bogged down with mathematics; the spreadsheet simulations and utilities which are integrated into the text allow users to explore how numbers behave, rather than reading equations. Readers will "learn by doing". Second, it covers both the theory behind psychological assessment and the practicalities of locating, designing and using tests and interpreting their scores. Finally, it is evaluative. Rather than just describing concepts such as test reliability or adaptive testing, it stresses the underlying principles, merits and drawbacks of each approach to assessment, and methods of developing and evaluating questionnaires and tests. Unusually for an introductory text, it includes coverage of several cutting-edge techniques, and this new edition expands the discussion on measurement invariance, methods of detecting/quantifying bias and hierarchical factor models, and features added sections on:
- Best practices for translation of tests into other languages and problems of cultural bias
- Automatic item generation
- The advantages, drawbacks and practicalities of internet-based testing
- Generalizability theory
- Network analysis
- Dangerous assumptions made when scoring tests
- The accuracy of tests used for assessing individuals
- The two-way relationship between psychometrics and psychological theory
Aimed at non-mathematicians, this friendly and engaging text will help you to understand the fundamental principles of psychometrics that underpin the measurement of any human characteristic using any psychological test. Written by a leading figure in the field and accompanied by additional resources, including a set of spreadsheets which use simulated data and other techniques to illustrate important issues, this is an essential introduction for all students of psychology and related disciplines. It assumes very little statistical background and is written for students studying psychological assessment or psychometrics, and for researchers and practitioners who use questionnaires and tests to measure personality, cognitive abilities, educational attainment, mood or motivation.
Chapter 1: Introduction to Psychometrics
Chapter 2: Tests, Scales and Testing
Chapter 3: The meaning of measurement
Chapter 4: Administering and scoring Questionnaires and Tests
Chapter 5: Interpreting Scores
Chapter 6: Correlations
Chapter 7: Random errors of measurement
Chapter 8: Systematic Influences and Generalisability Theory
Chapter 9: Test Validity, Bias and Invariance
Chapter 10: Introduction to factor analysis
Chapter 11: Performing and interpreting factor analyses
Chapter 12: Alternative factor analysis designs
Chapter 13: Developments in Factor Analysis
Chapter 14: Network Analysis
Chapter 15: Item response theory
Chapter 16: Test and scale construction
Chapter 17: Problems with test scores
Chapter 18: Psychometrics in context
'Colin Cooper's book is a masterpiece of lucidity and a must-have for students, researchers, and practitioners alike. Psychological testing can be a challenging topic, given the mathematical underpinnings of the field, and Cooper deftly navigates the territory between technical details and approachable exposition. A valuable and comprehensive resource, fully updated in its second edition, and well-suited as a textbook for university courses in psychological assessment.'
Robert F. Krueger, PhD, Distinguished McKnight University Professor, University of Minnesota
'Colin Cooper is a leading authority on psychometrics with an uncanny ability to convey high-level technical concepts. To this day, I keep learning from his texts and so I am delighted to welcome the publication of this – substantially updated – second edition. It is the first textbook I recommend to anyone wishing to get acquainted with the science of psychometrics.'
K. V. Petrides, Professor of Psychology and Psychometrics (UCL)
'Colin Cooper’s book is superb – the work of a true expert in psychometrics. Not only is it comprehensive and rigorous, it tackles often neglected issues (e.g., the role played by factor analysis and the conceptual nature of psychological measurement). It is practical, too, with data sets and exercises provided. Cooper’s wit infuses the pages which makes for an enjoyable read.'
Philip J. Corr, Professor of Psychology, School of Health and Psychological Sciences, University of London
'Professor Colin Cooper taught students the principles of psychometrics and psychological testing for 30 years. Also, he edited related journals for almost as long. It has resulted in this extremely valuable book which is characterized by unique and quality content, natural flow, substance, and expert knowledge. It will be invaluable to both undergraduate and postgraduate students, as well as practitioners who are seeking emphatically not a statistics text.'
Małgorzata Fajkowska, Head of the Laboratory of Personality Psychology, Institute of Psychology, Polish Academy of Sciences