#statstab #425 Providing a Lower-Bound Estimate for Psychology’s “Crud Factor”

Thoughts: Psych research may not have the tools to investigate very small effects at all!

#crudfactor #research #psychology #mesurement #error #effectsize

https://gwern.net/doc/psychology/2021-ferguson.pdf

#statstab #422 Measuring Pickle Fanaticism: An Open Dataset for Teaching Instrument Development

Thoughts: Teaching tool for learning about measurement validation and development.

#mesurement #questionnaire #survey #psychometrics #efa #factoranalysis

https://osf.io/7d9jp/

Measuring Pickle Fanaticism: An Open Dataset for Teaching Instrument Development

Hosted on the Open Science Framework

OSF

#statstab #420 {misty} item.alpha: Coefficient Alpha, Hierarchical Alpha, and Ordinal Alpha

Thoughts: If #419 and #418 made you consider reporting ordinal alpha, here is a package to do it

#ordinal #likert #reliability #psychometrics #mesurement #rstats

https://www.rdocumentation.org/packages/misty/versions/0.7.4/topics/item.alpha

item.alpha function - RDocumentation

<p>This function computes point estimate and confidence interval for the coefficient alpha (aka Cronbach's alpha), hierarchical alpha, and ordinal alpha (aka categorical alpha) along with standardized factor loadings and alpha if item deleted. By default, the function computes coefficient alpha based on unweighted least squares (ULS) parameter estimates using pairwise deletion in the presence of missing data that provides equivalent results compared to the formula-based coefficient alpha computed by using e.g. the <code>alpha</code> function in the <span class="pkg">psych</span> package by William Revelle (2025).</p>

#statstab #419 A Measurement Is a Choice and Stevens’ Scales of Measurement Do Not Help Make It: A Response to Chalmers

Thoughts: #418 convincing for not adopting ordinal α? This rebuttal may change your mind

#ordinal #likert #mesurement #psychometrics #cronbachalpha #reliability #testtheory #CTT #scales #debate #rebuttal

https://doi.org/10.1177/0013164419844305

A Measurement Is a Choice and Stevens’ Scales of Measurement Do Not Help Make It: A Response to Chalmers - Bruno D. Zumbo, Edward Kroc, 2019

Chalmers recently published a critique of the use of ordinal α proposed in Zumbo et al. as a measure of test reliability in certain research settings. In this r...

Sage Journals

#statstab #408 Factor analysis: Overrated, Misused, But Still Useful

Thoughts: Some scholars favour CFA over EFA, but this post reverses that perspective. Do you agree?

#factoranalysis #cfa #efa #psychometrics #validity #mesurement

https://esmitemrepositoryinfo.com/blog-posts#MARCH25BK

Blog posts | ESM Item Repository

ESM Item Repository

#statstab #379 {projoint} is a general-purpose R package for conjoint analysis

Thoughts: "produces more reliable estimates of the quantities of interest". Allow multiple causal estimates

#conjointanalysis #conjoint #mesurement #error #mesurementerror #R

https://github.com/yhoriuchi/projoint

GitHub - yhoriuchi/projoint: A package for a more general, more straightforward, and more creative conjoint analysis

A package for a more general, more straightforward, and more creative conjoint analysis - yhoriuchi/projoint

GitHub

#statstab #372 The Monotonic Linear Model: Testing for Removable Interactions

Thoughts: Psychologists take their measures for granted. Read about the various forms these can take.

#mesurement #theory #SDT #operationalism #monotonic #psychometrics #error

https://osf.io/preprints/psyarxiv/ydb45_v1

OSF