Assumption analysis is a critical process in research and decision-making that involves identifying, examining, and evaluating the underlying assumptions that may affect the validity and reliability of conclusions. By systematically scrutinizing these assumptions, individuals can mitigate biases and improve the robustness of their analyses and outcomes.