Internal Consistency Reliability

Internal consistency reliability describes the extent to which test measurements remain consistent over repeated trials under identical conditions.

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An experiment is reliable if it yields consistent results of the same measure, i.e. it doesn’t yield random error in measurement. It is unreliable if repeated measurements give different results.

Since there are inaccuracies when taking measurements, even when the same measurements are taken twice there can be differences. We can, therefore, partition an observed value of x into the true value of x and an error term. Thus we have x = t + e.

Definition 1: The reliability of x is a measure of internal consistency and is the correlation coefficient rxt of x and t.

Property 1:
Reliability formula

Proof: See Proof of Basic Property

 

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