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AO Groupand Services
Fisheries · Public sector agency

Defensible economics under genuine data uncertainty

3

Data sources reconciled

Full

Assumption transparency

Multi-criteria

Decision framework

The challenge

A public agency required economic evidence to inform decisions affecting coastal communities, but the available data was incomplete and drawn from several inconsistent sources. The risk was either over-claiming precision or withholding useful analysis.

Our approach
  1. 01Reconciled landings, price and effort data from multiple imperfect sources through documented triangulation.
  2. 02Constructed an economic assessment with explicit assumptions and clearly stated limitations.
  3. 03Conducted structured sensitivity analysis focused on the judgements most material to the decision.
  4. 04Presented findings with appropriate uncertainty, distinguishing firm conclusions from informed estimates.
The outcome

The agency received a rigorous, transparent account of the sector's economics that it could weigh alongside social and environmental considerations — evidence that was both useful and honest about its limits.

Capabilities applied

Economic ConsultingQuantitative ResearchImpact Assessment
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