The unappreciated heterogeneity of effect sizes: Implications for power, precision, planning of research, and replication.
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 …
than one would expect from sampling error alone. Such variation is even found in exact …
Evaluating effect size in psychological research: Sense and nonsense
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 …
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 …
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.
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 …
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 …
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 …
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 …
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 …
centered on mistrust of previous findings. Researchers planning replication studies often …
What meta-analyses reveal about the replicability of psychological research.
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 …
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) …
The 5th edition of the Publication Manual of the American Psychological Association (2001) …