Questions tagged [cronbachs-alpha]

Cronbach's $\alpha$ is an estimate of the reliability (specifically, of one its aspect called internal consistency or item-item homogeneity) of a unidimensional test, a construct. It is used mostly in psychometrics and occasionally in other disciplines.

Assume that a total test score $X$ is a sum of scores on $K$ separate items (which could be "actual" test items, or subscales, or different raters - anything that purports to measure the same underlying construct):

$$X=Y_1+\dots+Y_K.$$

Then Cronbach's $\alpha$ is defined as follows:

$$\alpha:=\frac{K}{K-1}\left(1-\frac{1}{\sigma_X^2}\sum_{i=1}^K\sigma_{Y_i}^2\right),$$

where $\sigma_{Y_i}^2$ and $\sigma_X^2$ denote the variance of the $i$-th item and the total score, respectively. Theoretically, $0\leq\alpha\leq 1$, but estimated $\alpha$ is only constrained by $\alpha<1$ and can take negative values.

This post gives more motivation behind Cronbach's $\alpha$.

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`psych::alpha`- explained the calculation details

I noticed that someone included the total score of each item when calculating the Cronbach's alpha of the questionnaire. I don't know the reason for this? Original link…
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Do I need do calculate Cronbach's alpha for previuosly validated questionnaire?

I have a study in which a well-known previously validated questionnaire (like Beck Depression Index, NEO-FFI, etc.) is used. My question is: do I need to calculate Cronbach's alpha for this questionnaire on my data set? Or, in other words: do I need…
Łukasz Deryło
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Cronbach's alpha and reverse-scored items

When calculating Cronbach's $\alpha$, would I include the reverse scores? I have 20 items in total, including 11 reverse-scored items. Would I just calculate the original scores?
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How do you calculate a new scale from two given variables and then find out the cronbach-alpha?

The question concerns two variables with scores from a personality test, Ptest1 and Ptest2 with values from 60 participants from each variable. So how I can convert these two variables into a new scale and then calculate Cronbachs-alpha?
Sonia
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Cronbach Alpha for a test to be administered for two different samples

I need to calculate Cronbach's alpha for a test planned to be administered for two different samples. The test is planned to measure knowledge of these two samples, and these two samples vary on the level of knowledge on the topic which test…
Herba
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Cronbach's alpha on results from different classes

If 200 students respond to 3 items concerning one construct on a course evaluation, but the students are from 2 different classes within a program, can Cronbach's alpha be used?
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Cronbach Alpha help

I had a test that I use to evaluate participants in a quality monitoring - I want to check the reliability of the tool. I got the average of each category, can I use Cronbach alpha to check reliability, or is this exclusive to only scales.
SCR- D
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