Rong, H. 2026. Overcoming Data Bias: Practical Challenges and Purification Approaches of Big Data in Management Decision-Making. Highlights in Business, Economics and Management. 67, (Jun. 2026), 14–19. DOI:https://doi.org/10.54097/ncs91g47.