Cronbach's alpha
From WikiMD's Wellness Encyclopedia
Cronbach's Alpha is a statistical concept used in psychometrics to measure the internal consistency or reliability of a test score for a sample of examinees. It was named after Lee Cronbach, an American educational psychologist, who introduced the concept in 1951.
Etymology[edit  edit source]
The term "Cronbach's Alpha" is named after Lee Cronbach, an American educational psychologist who first proposed this measure of reliability in his paper "Coefficient alpha and the internal structure of tests" published in 1951.
Definition[edit  edit source]
Cronbach's Alpha is a measure of internal consistency, that is, how closely related a set of items are as a group. It is considered to be a measure of scale reliability. A "high" value for alpha does not imply that the measure is unidimensional.
Calculation[edit  edit source]
Cronbach's Alpha can be written as a function of the number of test items and the average intercorrelation among the items. Below is the formula for calculating Cronbach's Alpha:
<math>\alpha = \frac{N \cdot \bar{c}}{\bar{v} + (N  1) \cdot \bar{c}}</math>
where:
 N is the number of items,
 <math>\bar{c}</math> is the average interitem covariance among the items and
 <math>\bar{v}</math> is the average variance.
Interpretation[edit  edit source]
Cronbach's Alpha ranges in value from 0 to 1 and may be used to describe the reliability of factors extracted from dichotomous (that is, questions with two possible answers) and/or multipoint formatted questionnaires or scales. Cronbach's Alpha is not a statistical test – it is a coefficient of reliability (or consistency).
Related Terms[edit  edit source]
See Also[edit  edit source]
Cronbach's alpha Resources  



Navigation: Wellness  Encyclopedia  Health topics  Disease Index  Drugs  World Directory  Gray's Anatomy  Keto diet  Recipes
Search WikiMD
Ad.Tired of being Overweight? Try W8MD's physician weight loss program.
Semaglutide (Ozempic / Wegovy and Tirzepatide (Mounjaro / Zepbound) available.
Advertise on WikiMD
WikiMD is not a substitute for professional medical advice. See full disclaimer.
Credits:Most images are courtesy of Wikimedia commons, and templates Wikipedia, licensed under CC BY SA or similar.