Organizational Entropy in Professional Service Firms: Evidence from Advertising and Creative Service Organizations

Professional service firms depend heavily on knowledge sharing, coordination, and distributed decision-making. Despite operating in knowledge-intensive environments, many organizations continue to experience persistent inefficiencies including managerial overload, communication failures, duplicated effort, employee turnover, and inconsistent service delivery. Existing explanations frequently focus on leadership quality, employee competence, or market conditions. This paper argues that such symptoms often originate from deeper organizational learning failures. Drawing upon a qualitative multi-case analysis of organizations operating in advertising, printing, visual communications, and creative services, the study examines how fragmented knowledge structures generate coordination costs and reduce organizational autonomy. The findings suggest that many operational inefficiencies emerge when process knowledge remains distributed among individuals rather than institutionalized within organizational systems. The paper introduces the concept of organizational learning failure as a mechanism linking fragmented knowledge, coordination costs, and organizational fragility. Particular attention is given to organizations operating under conditions of protected demand. The study contributes to literature on organizational learning, knowledge management, and professional service firms by proposing a framework for understanding how knowledge fragmentation influences operational resilience and long-term organizational performance.