What Challenges Are Associated with Grouping Data?
While grouping data is beneficial, it also presents challenges:
Data Quality: Inaccurate or incomplete data can lead to misleading conclusions. Homogeneity: Grouping assumes that members of a group are relatively similar, which may not always be the case. Confounding Factors: Other underlying variables may influence the observed associations, leading to confounding.
