The formula in the image is a coefficient of reliability known as Cronbach's _____.Answer instructionsOmegaCommaGammaThetaAlpha
Question
The formula in the image is a coefficient of reliability known as Cronbach's _____.
Answer instructions
- Omega
- Comma
- Gamma
- Theta
- Alpha
Solution
The answer to your question is "Alpha."
Explanation:
Cronbach's Alpha is a commonly used statistic to measure the internal consistency or reliability of a set of items, such as a questionnaire or a test. It evaluates how closely related a set of items are as a group. A higher value of Cronbach's Alpha (ranging from 0 to 1) indicates better reliability, suggesting that the items measure the same underlying construct effectively.
The formula for Cronbach's Alpha can be expressed as:
Where:
- is the number of items,
- is the average inter-item covariance among the items,
- is the variance of the total score.
In practice, this coefficient is frequently utilized in psychology and the social sciences to assess the reliability of scales and tests. A Cronbach's Alpha value above 0.7 is generally considered acceptable, while values above 0.9 suggest excellent reliability. Therefore, the correct completion of the phrase is "Cronbach's Alpha."
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