Literature DB >> 26035467

Inaccuracy of regression results in replacing bivariate correlations.

Ariel M Aloe1.   

Abstract

This manuscript considers discrepancies between the bivariate correlation and several indices of association estimated from regression results. These indices can be estimated from results typically reported in primary studies. In recent years, many researchers conducting meta-analyses have used these indices in place of, or together with, the bivariate correlation. I illustrate the differences among these indices and the bivariate correlation. I demonstrate the inaccuracy of these indices as replacements for bivariate effects. Thus, I recommend discontinuing the use of these indices and partial effect sizes as replacement for the bivariate correlation.
Copyright © 2014 John Wiley & Sons, Ltd.

Keywords:  meta‐analysis; partial correlation; partial effect sizes; regression results; semipartial correlation

Mesh:

Year:  2014        PMID: 26035467     DOI: 10.1002/jrsm.1126

Source DB:  PubMed          Journal:  Res Synth Methods        ISSN: 1759-2879            Impact factor:   5.273


  6 in total

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Authors:  Lina-Jolien Peter; Stephanie Schindler; Christian Sander; Silke Schmidt; Holger Muehlan; Thomas McLaren; Samuel Tomczyk; Sven Speerforck; Georg Schomerus
Journal:  Psychol Med       Date:  2021-04-08       Impact factor: 7.723

2.  Evolutionary implications of interspecific variation in a maternal effect: a meta-analysis of yolk testosterone response to competition.

Authors:  Alexandra B Bentz; Daniel J Becker; Kristen J Navara
Journal:  R Soc Open Sci       Date:  2016-11-30       Impact factor: 2.963

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Authors:  Adina Mihaela Epure; Magali Rios-Leyvraz; Daniela Anker; Stefano Di Bernardo; Bruno R da Costa; Arnaud Chiolero; Nicole Sekarski
Journal:  PLoS Med       Date:  2020-11-23       Impact factor: 11.069

4.  Reconciling Associations Between Minority Stress and Sexual Minority Romantic Relationship Functioning.

Authors:  David Matthew Doyle; Lisa Molix
Journal:  Front Psychol       Date:  2021-06-25

5.  Ageing with a silver-spoon: A meta-analysis of the effect of developmental environment on senescence.

Authors:  Eve B Cooper; Loeske E B Kruuk
Journal:  Evol Lett       Date:  2018-08-16

6.  Association between patient activation, self-management behaviours and clinical outcomes in adults with diabetes or related metabolic disorders: a systematic review and meta-analysis protocol.

Authors:  Julia Mueller; Amy L Ahern; Stephen J Sharp; Rebecca Richards; Jack M Birch; Alan Davies; Simon J Griffin
Journal:  BMJ Open       Date:  2022-01-31       Impact factor: 2.692

  6 in total

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