Constituency Leaderboard
Ranked by fund utilization, project delivery, and application approvals.
| # | Constituency | Province | Utilization | Approvals | Completion | Score |
|---|
Composite score = average of utilization %, approval rate %, and project completion rate %. Higher = better performance.
📊 How the Score is Calculated
💰 Fund Utilization
% of allocated CDF funds that have been disbursed. A constituency that disburses 100% scores highest — unused funds score 0.
✅ Approval Rate
% of submitted applications that were approved. Reflects fair access. Low rates may signal high rejection or gatekeeping.
🏗️ Project Completion
% of funded projects marked as completed. Identifies ghost projects, stalled work, or contractor failures.
All data is drawn directly from the OpenCDF Zambia database. Updated in real time. → See who benefited most