LME · Sentinel GQI Component
Lumboka
Last-Mile Execution Index
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Data collection in progress
National average
68.4
Across 3 scored counties
Lumboka score
-
Score pending data collection
National rank
-
of 3 counties with data
What this index measures:
Measures the efficiency of resource delivery from budget allocation to frontline service availability. Covers budget absorption rates adjusted for audit quality, functional facility rates in health, education, and water, and service continuity indicators.
How to read the score: Accounts for the quality of expenditure, not only absorption volume. A county that spends 95% of its budget but with 20% flagged for procurement irregularities scores lower than a county that spends 80% cleanly.
Primary data sources: National Treasury budget execution reports, Controller of Budget county reports, Kenya Health Information System, NEMIS, community monitoring submissions verified through the Mulembe Nation data pipeline.
Ground truth - real-world context
Events and decisions that shape this score - reported by our editorial team and verified community contributors.
No verified ground-truth observations recorded for Lumboka on this index yet. Submit a tip →
Constituent variables and audit data
The data points, project records, and audit findings that underlie this score. Two rows are shown. Full data is available to licensed research and commercial clients.
| Variable | Period | Value | Source | Status |
|---|---|---|---|---|
| Last-Mile Execution composite | Q4 2025 | - | Mulembe Nation Sentinel v1.0 | Verified |
| Data coverage | Q4 2025 | Official sources only | COB, IEBC, AG Reports | Verified |
| Sub-indicator A | Q4 2025 | XX.X | - | - |
| Sub-indicator B | Q4 2025 | XX.X | - | - |
| Sub-indicator C | Q4 2025 | XX.X | - | - |