The unappreciated heterogeneity of effect sizes: Implications for power, precision, planning of research, and replication.

DA Kenny, CM Judd - Psychological methods, 2019 - psycnet.apa.org
Repeated investigations of the same phenomenon typically yield effect sizes that vary more
than one would expect from sampling error alone. Such variation is even found in exact …

Evaluating effect size in psychological research: Sense and nonsense

DC Funder, DJ Ozer - Advances in methods and practices in …, 2019 - journals.sagepub.com
Effect sizes are underappreciated and often misinterpreted—the most common mistakes
being to describe them in ways that are uninformative (eg, using arbitrary standards) or …

The replication paradox: Combining studies can decrease accuracy of effect size estimates

MB Nuijten, MALM Van Assen… - Review of General …, 2015 - journals.sagepub.com
Replication is often viewed as the demarcation between science and nonscience. However,
contrary to the commonly held view, we show that in the current (selective) publication …

[HTML][HTML] Reporting effect sizes in original psychological research: A discussion and tutorial.

J Pek, DB Flora - Psychological methods, 2018 - psycnet.apa.org
Statistical practice in psychological science is undergoing reform which is reflected in part by
strong recommendations for reporting and interpreting effect sizes and their confidence …

You cannot step into the same river twice: When power analyses are optimistic

BB McShane, U Böckenholt - Perspectives on Psychological …, 2014 - journals.sagepub.com
Statistical power depends on the size of the effect of interest. However, effect sizes are rarely
fixed in psychological research: Study design choices, such as the operationalization of the …

When effect sizes disagree: the case of r and d.

RE McGrath, GJ Meyer - Psychological methods, 2006 - psycnet.apa.org
The increased use of effect sizes in single studies and meta-analyses raises new questions
about statistical inference. Choice of an effect-size index can have a substantial impact on …

The meaningfulness of effect sizes in psychological research: Differences between sub-disciplines and the impact of potential biases

T Schäfer, MA Schwarz - Frontiers in psychology, 2019 - frontiersin.org
Effect sizes are the currency of psychological research. They quantify the results of a study to
answer the research question and are used to calculate statistical power. The interpretation …

Addressing the “replication crisis”: Using original studies to design replication studies with appropriate statistical power

SF Anderson, SE Maxwell - Multivariate behavioral research, 2017 - Taylor & Francis
Psychology is undergoing a replication crisis. The discussion surrounding this crisis has
centered on mistrust of previous findings. Researchers planning replication studies often …

What meta-analyses reveal about the replicability of psychological research.

TD Stanley, EC Carter, H Doucouliagos - Psychological bulletin, 2018 - psycnet.apa.org
Can recent failures to replicate psychological research be explained by typical magnitudes
of statistical power, bias or heterogeneity? A large survey of 12,065 estimated effect sizes …

How to estimate and interpret various effect sizes.

T Vacha-Haase, B Thompson - Journal of counseling psychology, 2004 - psycnet.apa.org
The present article presents a tutorial on how to estimate and interpret various effect sizes.
The 5th edition of the Publication Manual of the American Psychological Association (2001) …