The Synthesis of Partial Effect Sizes

By Ariel M. Aloe, Christopher G. Thompson. Journal of the Society for Social Work and Research, 2013

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Extracting the Variance Inflation Factor and Other Multicollinearity Diagnostics from Typical Regression Results (2017, methodology): “…p ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi n p 1 p ; where tj is the t statistic from the test of significance for the jth predictor for the test of H0: βj ¼ 0 and R2 is the overall variance explained by the model with p predictors (see Aloe & Becker, 2012; Aloe & Thompson, 2013).”
Methodological Guidance Paper: High-Quality Meta-Analysis in a Systematic Review (2019, background): “Aloe and Becker (2012) and Aloe and Thompson (2013) discuss effect sizes computed from the results of regressions for use in meta-analyses that are interested in estimating a treatment effect or a correlation between constructs.”
The Effect of Principal Behaviors on Student, Teacher, and School Outcomes: A Systematic Review and Meta-Analysis of the Empirical Literature (2019, methodology): “…standard procedures for calculating mean differences, correlation coefficients, partial correlations, and standardized regression coefficients (Aloe & Thompson, 2013; Borenstein, 2009).6 We construct effect sizes to reflect the relationship between a one standard deviation change in…”