What effect does improperly trained data collectors have on the data collection process? How do they

What effect does improperly trained data collectors have on the data collection process? How do they affect the evaluation outcome? How can the evaluator overcome this threat to the data collection process? Please include a reference so that I can expand on this topic ……. QUESTION TITLE :- Trained Data Collectors