SSAS - Understanding KeyColumns Dimension Property

For many Analysis Services developers building dimensions with many attributes and hierarchies is something that comes as second nature to them. However, I've found for those that are new to Analysis Services changing the KeyColumns property can be particularly difficult to understand why and when it is necessary.