In evaluating the effectiveness of a learning aid, reliability of data relates to

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Multiple Choice

In evaluating the effectiveness of a learning aid, reliability of data relates to

Explanation:
Reliability of data means measurements are consistent when the measurement is repeated under similar conditions. In evaluating a learning aid, you want results that don’t change just because you test once; if you repeat the assessment or have different people score it and you still get similar results, the data are reliable. This consistency is what reliability is all about. For example, if students take the same post-use test after using the aid on two separate occasions and their scores are similar, that shows high reliability. Choices about participant preference, cost, or duration relate to usefulness, feasibility, or time, not to the stability of the measurement itself.

Reliability of data means measurements are consistent when the measurement is repeated under similar conditions. In evaluating a learning aid, you want results that don’t change just because you test once; if you repeat the assessment or have different people score it and you still get similar results, the data are reliable. This consistency is what reliability is all about. For example, if students take the same post-use test after using the aid on two separate occasions and their scores are similar, that shows high reliability. Choices about participant preference, cost, or duration relate to usefulness, feasibility, or time, not to the stability of the measurement itself.

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