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Researchers must take measurement quite seriously in evaluation research, carefully determining all the variables to be measured and getting appropriate measures for each.  

Such decisions are often not purely scientific ones.  

Evaluation researchers often must work out their measurement strategy with the people responsible for the program being evaluated.

There is also a political aspect.

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