AFSC 4N051 SKT Module 2 Practice Exam

Unchecked bias in analysis skews interpretation because expectations color how data are assessed, causing you to emphasize evidence that supports your view and overlook information that contradicts it. This distortion shapes the overall conclusion and makes findings unreliable. It does not improve objectivity; it actually undermines it. It also doesn’t reduce data collection needs—bias can mask gaps or mislead what data should be gathered. And it doesn’t guarantee accuracy; biased analysis tends to introduce systematic errors. For example, expecting a treatment to work can lead you to overemphasize favorable results and ignore negative or neutral data, yielding a distorted interpretation.