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The identification of red flags during an interview is crucial for understanding the reliability and credibility of the interviewee. Changing histories or explanations can indicate that the individual may not be entirely truthful or that there are inconsistencies in their account of events. Such inconsistencies can raise concerns about the authenticity of their statements and lead to further investigation into their background or the event in question.

In context, avoiding eye contact and nervousness can sometimes be attributed to anxiety rather than dishonesty, and clear and consistent statements reflect reliability. An unwillingness to answer questions could also stem from various reasons other than deceit, including personal discomfort or fear. However, changing explanations signals a potential lack of honesty or reliability, making it a significant red flag in an interview setting.