Respond to:

In avoiding data misinterpretation from analysis and bias, objectivity is key. Evaluators must be careful not to make assumptions of causation based on mere correlations. Assumption scrutiny and confirmatory review done in collaboration with colleagues can help evaluators verify the accuracy of the findings and check assumptions.