This article discusses the importance of contextual factors in organizational decision making, focusing on organizational structure, environmental forces, risk management, business practices, and functions of diverse firms. It explores how these factors influence decision making and offers insights for managers and policymakers. The article also provides case studies and theoretical frameworks to support its findings.