To derive these KPIs we need to understand the organizational inputs, outputs, and desired outcomes. While this is a little academic, it is a good way to start to organize and define your KPIs. Outputs / Inputs are measures of efficiency, while Outcomes / Inputs are measures of effectiveness. By overlapping the organizational or departmental focus we can align and define these KPIs to make sure they are driving the desired behaviors.
Tradionally Sales and Marketing goals are to be effective, thus revenue per head, or win percentage are better measures. While finance and IT are generally geared for efficiency with cost per order, or IT spend per target are more common.
KPI design is far more difficult than people expect and is often unique to the environment as strategies, objectives, and priorities vary organization to organization.
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