Definition
Return disposition yield measurement defines the proportion of an eligible received-return cohort that reaches a specified final outcome, such as completed resale after inspection. The measurement must name the outcome, observation horizon, and denominator. Assigning an item to a resale route is an intermediate decision, not evidence that a resale happened.
Why It Matters
- A warehouse can label many units resale-ready while few have actually sold by the reporting date.
- Comparing routes without accounting for initial condition can reward the route that received the easiest items.
- A Commerce Intelligence OS needs distinct measures for routing, processing completion, and realized recovery before interpreting reverse-operations performance.
How It Works
- Define a received-unit cohort, outcome milestone, and follow-up horizon. Keep units awaiting inspection or processing visible rather than silently removing them.
- Track each unit through assigned route and final state. Maintain mutually exclusive final-state counts and retain intermediate transitions for analysis.
- Report route-entry conversion separately from the share of the full received cohort that reaches each outcome. Compare similar initial conditions and cohort ages.
- If evaluating commercial value, label realized proceeds and included processing costs explicitly. Do not treat a resale-ready valuation as realized recovery or combine differently defined value measures.
Ecommerce Example
Context: Illustrative example: 100 returned units are received. By day 30, 60 are assigned to resale, 40 of those have sold, and 20 remain unsold.
Recommended move: Report 40% completed resale yield across all received units, and 66.7% resale conversion among the 60 routed units. Keep the remaining 40 received units visible in their own states.
Why it matters: Neither measure is a profit figure. The example demonstrates denominator discipline using hypothetical counts.
iKawn Framework
Define
Within the iKawn framework, separate received, routed, processed, and realized outcomes.
Follow
Link each returned unit to its state transitions and reporting cutoff.
Measure
Present cohort yield and route conversion with explicit denominators.
Improve
Investigate bottlenecks using comparable condition groups and mature observations.
Concise Summary
Disposition yield measures completed outcomes against a stated population. Separate route assignments, unfinished units, and realized recovery to keep return reporting interpretable.