The International Journal of Business Intelligence Research (IJBIR) is a peer-reviewed publication dedicated to exchanging the latest academic research and practical findings on all aspects of managing business intelligence in organizations. IJBIR serves to improve the role, scope, and impact of BI on decision making and to provide a mechanism for sharing research to a global audience. This journal publishes original research and case studies by academic, business, and government contributors on strategies, tools, techniques, and technologies for business intelligence. Providing a global forum for the investigation and reporting of diverse aspects and issues that affect business intelligence, IJBIR targets researchers, practitioners, academicians, knowledge management researchers, and other industry-related experts.