A hierarchical organization of terms or ideas that allows aggregation into categories.
- A statistical classification
- Allows categories to be counted and compared, without double counting.
- Is a
monohierarchical classification, which mean that each node in the
hierarchy is included in only one node in the level above. Although this avoids double counting,
it means that arbitrary decisions are made when a node is naturally related to more
than one parent.
- In a statistical classification such as
ICD-10, bacterial pneumonia is related to lung disorder or infectious disorder, but not to both.
Figure 1: Hierarchy Illustration - Statistical Monohierarchical Classification
- In contrast, a
polyhierarchical classification such as SNOMED CT, enables bacterial pneumonia to be a subtype of both lung disorder and infectious disorder. This enables more inclusive analytics and avoids overlooking conditions that are
in a different category from the one being analyzed.
Figure 2: Hierarchy Illustration - Subtype Polyhierarchy