While data segmentation provides valuable insights, it also presents challenges. These include:
Data quality: Incomplete or inaccurate data can lead to misleading conclusions. Privacy concerns: Segmenting data, especially in small populations, can risk identifying individuals. Complexity: Managing and analyzing segmented data can be resource-intensive.