Base120 · Decomposition

Factorization

DE · Decomposition

Separate multiplicative components to understand relative contribution of each factor

Model code
DE2
Transformation
DE (Decomposition) — Break problems into factors, layers, and independent subproblems.
Priority
2 of 20
Framework
HUMMBL Base120 — 120 mental models across 6 transformations

When to use

"Use when an outcome is a product of multiple factors and you need to understand each factor's relative contribution. Factorize the outcome into independent (or near-independent) components."

Example

"Website conversion rate = traffic quality x landing page effectiveness x pricing perception x trust signals. Factorizing reveals that traffic quality is the bottleneck — improving the landing page has diminishing returns because the traffic is not qualified."

Common misuse

"Factorizing into factors that are not independent. If traffic quality and landing page effectiveness are correlated (high-quality traffic is more forgiving of bad landing pages), the factorization double-counts their interaction."

Also known as

Factor AnalysisMultiplicative Decomposition

Related models

DE7DE17IN13