Statistics for Social and Behavioral Sciences

Advances in Meta-Analysis

Authors: Pigott, Terri

  • Includes more than 50 illustrations and tables
  • The book describes multivariate analyses for several indices commonly used in meta-analysis (e.g., correlations, effect sizes, proportions and/or odds ratios)
  • It outlines how to do power analysis for meta-analysis for each of the different kinds of study outcome indices
  • Features examination of issues around research quality and research design and their roles in synthesis
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  • ISBN 978-1-4614-2278-5
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  • ISBN 978-1-4614-2277-8
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  • ISBN 978-1-4899-9365-6
  • Free shipping for individuals worldwide
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About this book

The subject of the book is advanced statistical analyses for quantitative research synthesis (meta-analysis), and selected practical issues relating to research synthesis that are not covered in detail in the many existing introductory books on research synthesis (or meta-analysis). Complex statistical issues are arising more frequently as the primary research that is summarized in quantitative syntheses itself becomes more complex, and as researchers who are conducting meta-analyses become more ambitious in the questions they wish to address. Also as researchers have gained more experience in conducting research syntheses, several key issues have persisted and now appear fundamental to the enterprise of summarizing research.

Specifically the book describes multivariate analyses for several indices commonly used in meta-analysis (e.g., correlations, effect sizes, proportions and/or odds ratios), will outline how to do power analysis for meta-analysis (again for each of the different kinds of study outcome indices), and examines issues around research quality and research design and their roles in synthesis. For each of the statistical topics we will examine the different possible statistical models (i.e., fixed, random, and mixed models) that could be adopted by a researcher. In dealing with the issues of study quality and research design it covers a number of specific topics that are of broad concern to research synthesists. In many fields a current issue is how to make sense of results when studies using several different designs appear in a research literature (e.g., Morris & Deshon, 1997, 2002). In education and other social sciences a critical aspect of this issue is how one might incorporate qualitative (e.g., case study) research within a synthesis. In medicine, related issues concern whether and how to summarize observational studies, and whether they should be combined with randomized controlled trials (or even if they should be combined at all).

For each topic, included is a worked example (e.g., for the statistical analyses) and/or a detailed description of a published research synthesis that deals with the practical (non-statistical) issues covered.

About the authors

Terri D. Pigott is a Professor of Research Methodology in Loyola University Chicago’s School of Education.  Her research interests are in developing new methods for meta-analysis, and the use of meta-analysis in public policy.

Table of contents (11 chapters)

  • Introduction

    Pigott, Terri D.

    Pages 1-6

  • Review of Effect Sizes

    Pigott, Terri D.

    Pages 7-12

  • Planning a Meta-analysis in a Systematic Review

    Pigott, Terri D.

    Pages 13-33

  • Power Analysis for the Mean Effect Size

    Pigott, Terri D.

    Pages 35-54

  • Power for the Test of Homogeneity in Fixed and Random Effects Models

    Pigott, Terri D.

    Pages 55-66

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-1-4614-2278-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $89.99
price for USA
  • ISBN 978-1-4614-2277-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $89.99
price for USA
  • ISBN 978-1-4899-9365-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Meta-Analysis
Authors
Series Title
Statistics for Social and Behavioral Sciences
Copyright
2012
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media, LLC
eBook ISBN
978-1-4614-2278-5
DOI
10.1007/978-1-4614-2278-5
Hardcover ISBN
978-1-4614-2277-8
Softcover ISBN
978-1-4899-9365-6
Series ISSN
2199-7357
Edition Number
1
Number of Pages
XIV, 158
Topics