Respond to:

You should guide data collection and analysis with clear and specific evaluation objectives. You should use pilot testing on surveys and identify any issues with the questions and data collection processes. Monitor data collection processes to ensure transparency and rational results. By doing this, you can document all the processes and make sure there are no inconsistencies, screw ups, or outliers. You should engage with stakeholders and peers to identify and potential biases or blind spots in the process. You need to define and establish clear objectives in the evaluations to understand the purpose and findings.