[HTML][HTML] How many participants do we have to include in properly powered experiments? A tutorial of power analysis with reference tables

M Brysbaert - Journal of cognition, 2019 - ncbi.nlm.nih.gov
Given that an effect size of d=. 4 is a good first estimate of the smallest effect size of interest
in psychological research, we already need over 50 participants for a simple comparison of …

Aspiring to greater intellectual humility in science

R Hoekstra, S Vazire - Nature Human Behaviour, 2021 - nature.com
The replication crisis in the social, behavioural and life sciences has spurred a reform
movement aimed at increasing the credibility of scientific studies. Many of these credibility …

A conceptual introduction to Bayesian model averaging

M Hinne, QF Gronau, D van den Bergh… - … in Methods and …, 2020 - journals.sagepub.com
Many statistical scenarios initially involve several candidate models that describe the data-
generating process. Analysis often proceeds by first selecting the best model according to …

Workflow techniques for the robust use of bayes factors.

DJ Schad, B Nicenboim, PC Bürkner… - Psychological …, 2023 - psycnet.apa.org
Inferences about hypotheses are ubiquitous in the cognitive sciences. Bayes factors provide
one general way to compare different hypotheses by their compatibility with the observed …

Big little lies: a compendium and simulation of p-hacking strategies

AM Stefan, FD Schönbrodt - Royal Society Open Science, 2023 - royalsocietypublishing.org
In many research fields, the widespread use of questionable research practices has
jeopardized the credibility of scientific results. One of the most prominent questionable …

[HTML][HTML] A practical guide for researchers and reviewers using the ABCD Study and other large longitudinal datasets

NM Saragosa-Harris, N Chaku, N MacSweeney… - Developmental cognitive …, 2022 - Elsevier
As the largest longitudinal study of adolescent brain development and behavior to date, the
Adolescent Brain Cognitive Development (ABCD) Study® has provided immense …

Toward a principled Bayesian workflow in cognitive science.

DJ Schad, M Betancourt, S Vasishth - Psychological methods, 2021 - psycnet.apa.org
Experiments in research on memory, language, and in other areas of cognitive science are
increasingly being analyzed using Bayesian methods. This has been facilitated by the …

How do I know what my theory predicts?

Z Dienes - Advances in Methods and Practices in …, 2019 - journals.sagepub.com
To get evidence for or against a theory relative to the null hypothesis, one needs to know
what the theory predicts. The amount of evidence can then be quantified by a Bayes factor …

Reported self-control is not meaningfully associated with inhibition-related executive function: A Bayesian analysis

B Saunders, M Milyavskaya, A Etz… - Collabra …, 2018 - online.ucpress.edu
Self-control is assessed using a remarkable array of measures. In a series of five data-sets
(overall N= 2,641) and a mini meta-analysis, we explored the association between …

[HTML][HTML] Improving the utility of non-significant results for educational research: A review and recommendations

PA Edelsbrunner, CM Thurn - Educational Research Review, 2024 - Elsevier
When used appropriately, non-significant p-values have the potential to further our
understanding of what does not work in education, and why. When misinterpreted, they can …