📊 Research Paper 👑 ★ Editor’s Choice

Made-in-Africa Evaluation (MAE): A Decolonized Measurement Methodology

The measurement methodology that lets communities define, weight and verify impact indicators — moving beyond imported KPIs to contextually valid evidence.

✍ team 1 📅 2026-07-20 ⏱ 24 min 👁 10 views
✦ AI SUMMARY

MAE co-designs and community-weights impact indicators, then verifies them via the CVP. It is the decolonized measurement layer feeding APA’s trust pricing.

01 Executive Overview

MAE reframes impact measurement around who defines value. Instead of importing donor KPIs, MAE co-constructs indicators with the communities affected, weights them by locally-validated priority, and verifies them through the Community Verification Portal. This paper presents the epistemology, the indicator co-design protocol, inter-rater verification, and how MAE data feeds the Authenticity Premium™.

02 Purpose

Provide a rigorous, defensible alternative to imported evaluation frameworks that mis-measure African impact.

03 Business Value

Produces evidence that both communities and capital trust, cutting disputes and re-work in diligence.

04 Key Insights

  • Measurement validity depends on who holds the pen on indicator definition.
  • Community-weighted indicators predict project durability better than imported KPIs.
  • MAE is the data layer beneath the Authenticity Premium™.