The p value for the difference between those alpha values is:
This shows the plot and you can see a table of all the attenuated correlations for all the inputs you gave in the tab 'All_data'
You can use the dialogue below the plot to download it chosing the name and the format of the plot
Thanks to Keith Newman for the download handler: shinyDownload
This is ancient psychometrics but still of some use as we may have published alpha values with the dataset sizes from the literature or one reported value and our one value from the same measure. The p value given here is the usual null hypothesis test giving the probability that a difference (in either direction) would have happened by chance sampling vagaries given two datasets of the size you are inputting given that there were no difference in the population between the alpha values.
The p value is based on the assumption that the samples are independent (probably true), that the variables involved are all Gaussian (dodgy, value may be moderately robust to non-Gaussian distributions) and that there is some plausibility in the idea that the two datasets are random samples from enormous populations (can be dodgy!).
If you have raw item data from two samples I'm sure you are better off getting bootstrap CIs around the observed alpha values and comparing those but we often have data for one or neither alpha values so this can be useful.
There is an explanation of the simulation I did to check Feldt's method and my implementation of it at my Rblog post: Using simulation to check a function
App created 26.x.24 by Chris Evans PSYCTC.org
Last updated 26.x.24.
Licenced under a Creative Commons, Attribution Licence-ShareAlike Please respect that and put an acknowledgement and link back to here if re-using anything from here.
Background and related resources
This shiny app is one of a growing number in, my shiny serverThey complement:
- my Rblog of posts about using R
- the glossary linked with
- the OMbook
- the CECPfuns R package
- and it's all part of the resources of PSYCTC.org
- and linked with the CORE system web site
There is a form if you want to contact me: so do please use that if you think there is anything wrong here or anything that could be improved.
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