The data-driven approach is a basic systematic approach to data analysis and the decisions that are made based on it are evaluated based on the data available. However, the data-driven culture in some organizations is not fully implemented. Despite some coordinated efforts by some in the organization, there are often impediments that prevent the data-driven culture from becoming a reality. In this article, we will explore eight factors that may prevent the establishment of a data-driven culture and provide suggestions for overcoming these challenges. We will also provide examples of how organizations can leverage data-driven decision-making to achieve their strategic goals.