Statistical methods for validation of assessment scale data in counseling and related fields
Author:
Publisher:
American Counseling Association
Pub. Date:
2011
Edition:
1st ed
Language:
English
Description
"Dr. Dimitrov has constructed a masterpiece-a classic resource that should adorn the shelf of every counseling researcher and graduate student serious about the construction and validation of high quality research instruments. -Bradley T. Erford, PhD Loyola University Maryland Past President, American Counseling Association "This book offers a comprehensive treatment of the statistical models and methods needed to properly examine the psychometric properties of assessment scale data. It is certain to become a definitive reference for both novice and experienced researchers alike." -George A. Marcoulides, PhD University of California, Riverside This instructive book presents statistical methods and procedures for the validation of assessment scale data used in counseling, psychology, education, and related fields. In Part I, measurement scales, reliability, and the unified construct-based model of validity are discussed, along with key steps in instrument development. Part II describes factor analyses in construct validation, including exploratory factor analysis, confirmatory factor analysis, and models of multitrait-multimethod data analysis. Traditional and Rasch-based analyses of binary and rating scales are examined in Part III. Dr. Dimitrov offers students, researchers, and clinicians step-by-step guidance on contemporary methodological principles, statistical methods, and psychometric procedures that are useful in the development or validation of assessment scale data. Numerous examples, tables, and figures provided throughout the text illustrate the underlying principles of measurement in a clear and concise manner for practical application.
More Details
ISBN:
9781119019299
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Grouping Information
Grouped Work ID | fd85bf43-3506-54fd-2aed-2907ce91d479 |
---|---|
Grouping Title | statistical methods for validation of assessment scale data in counseling and related fields |
Grouping Author | dimiter m dimitrov |
Grouping Category | book |
Grouping Language | English (eng) |
Last Grouping Update | 2024-01-10 11:26:33AM |
Last Indexed | 2024-04-28 01:49:04AM |
Solr Fields
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author
Dimitrov, Dimiter M.
author_display
Dimitrov, Dimiter M.
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display_description
"Dr. Dimitrov has constructed a masterpiece-a classic resource that should adorn the shelf of every counseling researcher and graduate student serious about the construction and validation of high quality research instruments. -Bradley T. Erford, PhD Loyola University Maryland Past President, American Counseling Association "This book offers a comprehensive treatment of the statistical models and methods needed to properly examine the psychometric properties of assessment scale data. It is certain to become a definitive reference for both novice and experienced researchers alike." -George A. Marcoulides, PhD University of California, Riverside This instructive book presents statistical methods and procedures for the validation of assessment scale data used in counseling, psychology, education, and related fields. In Part I, measurement scales, reliability, and the unified construct-based model of validity are discussed, along with key steps in instrument development. Part II describes factor analyses in construct validation, including exploratory factor analysis, confirmatory factor analysis, and models of multitrait-multimethod data analysis. Traditional and Rasch-based analyses of binary and rating scales are examined in Part III. Dr. Dimitrov offers students, researchers, and clinicians step-by-step guidance on contemporary methodological principles, statistical methods, and psychometric procedures that are useful in the development or validation of assessment scale data. Numerous examples, tables, and figures provided throughout the text illustrate the underlying principles of measurement in a clear and concise manner for practical application.
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eBook
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eBook
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fd85bf43-3506-54fd-2aed-2907ce91d479
isbn
9781119019299
last_indexed
2024-04-28T07:49:04.549Z
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literary_form
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primary_isbn
9781119019299
publishDate
2011
2012
2012
publisher
American Counseling Association
recordtype
grouped_work
subject_facet
Counseling - Evaluation
Counseling -- Evaluation
Electronic books
Social sciences -- Statistical methods
Counseling -- Evaluation
Electronic books
Social sciences -- Statistical methods
title_display
Statistical methods for validation of assessment scale data in counseling and related fields
title_full
Statistical Methods for Validation of Assessment Scale Data in Counseling and Related Fields Dimitrov, Dimiter M.
Statistical methods for validation of assessment scale data in counseling and related fields / Dimiter M. Dimitrov
Statistical methods for validation of assessment scale data in counseling and related fields / Dimiter M. Dimitrov
title_short
Statistical methods for validation of assessment scale data in counseling and related fields
topic_facet
Counseling
Counseling - Evaluation
Evaluation
Social sciences
Statistical methods
Counseling - Evaluation
Evaluation
Social sciences
Statistical methods
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