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Best Practices in Quantitative Methods for Developmentalists, Volume 71, Number 3 by Kathleen McCartney, Frank Porter Graham, Roger Bakeman, John M. Gottman, Kristen L. Bub, Margaret Burchinal, Denise Brewer (Paperback, 2006)

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The role of quantitative methods in testing developmental hypotheses is widely recognized, yet even very experienced quantitative researchers often lack the knowledge required for good decision-making on methodology. The end result is a disconnect between research and practice in methods. The purpose of this monograph is to fill a gap in the literature by offering a series of overviews on common data-analytic issues of particular interest to researchers in child development. Our hope is that this monograph will make already developed methods accessible to developmentalists so they can understand and use them in their research. We start at the beginning with chapters on data management and measurement, two neglected topics in methods training despite the fact that every investigation should begin with proper consideration of each. We follow with two important topics for developmental research, missing data and growth modeling. Missing data can plague developmental work because participants sometimes miss one or more assessment points. Growth modeling methods offer researchers a true means to assess change over time as compared with cruder methods like difference scores and residualized change scores. Then comes a discussion of mediation and moderation, two tools that can be used to elucidate developmental processes. Because so much developmental science is non-experimental, we include a chapter on selection bias that compares five modeling strategies. Proper attention to data management, measurement, missing data, growth modeling (whenever possible), mediation and moderation, and potential selection bias is guaranteed to result in greater precision in inference-making. Even when researchers make good decisions about methods, it is critical for them to use good judgment about the practical importance of findings, so we conclude with this important discussion. We view this monograph as a first step to getting quantitative researchers started and we believe this reference will help researchers make better-informed decisions about methodology.

Product Identifiers

Publisher
John Wiley & Sons AND Sons LTD
ISBN-13
9781405169417
eBay Product ID (ePID)
89056129

Product Key Features

Author
Kathleen McCartney, Frank Porter Graham, Roger Bakeman, John M. Gottman, Kristen L. Bub, Margaret Burchinal, Denise Brewer
Publication Name
Best Practices in Quantitative Methods for Developmentalists, Volume 71, Number 3
Format
Paperback
Language
English
Subject
Psychology
Publication Year
2006
Type
Textbook
Number of Pages
172 Pages

Dimensions

Item Height
228mm
Item Width
155mm
Item Weight
222g

Additional Product Features

Series Title
Monographs of the Society for Research in Child Development
Editor
John M. Gottman, Roger Bakeman, Frank Porter Graham, Denise Brewer, Kathleen McCartney, Kristen L. Bub, Margaret Burchinal
Country/Region of Manufacture
United Kingdom

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Best Practices in Quantitative Methods for Developmentalists, Volume 71, Number 3 by Kathleen McCartney, Frank Porter Graham, Roger Bakeman, John M. Gottman, Kristen L. Bub, Margaret Burchinal, Denise Brewer (Paperback, 2006)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Textbooks

Desk Reference to the Diagnostic Criteria from DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

PMBOK® Guide Ser.: Guide to the Project Management Body of Knowledge (PMBOK Guide) and the Standard for Project Management by Project Management Institute (2021, Trade Paperback)

Cognitive Behavior Therapy : Basics and Beyond by Judith S. Beck (2020, Hardcover)

NFPA 70® Handbook with Tabs : 2023 Edition by National Fire Protection Association (NFPA) (2022, Hardcover)

Research Design : Qualitative, Quantitative, and Mixed Methods Approaches by J. David Creswell and John W. Creswell (2022, Trade Paperback)

Save on Textbooks

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PMBOK A Guide to the Project Management Body of Knowledge 7th Ed NEW READ No Cov

usa stock Cognitive Behavior Therapy : Basics and Beyond by Judith S. Beck(2020)

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