Wave 11 Health Camps — Community TB Screening Cleaner
BCHPR · TB Reach Wave 11, 8 regions · 2024 – present
3,861-line data-cleaning and importation pipeline for the TB Reach Wave 11 community health camps programme — supports the 494,400-screening target across 8 regions of Cameroon with enumerator-level performance tracking.
Highlights
- Handles large-scale screening-data harmonisation (494,400 anticipated records).
- HC-##### project-specific study-ID validation with uniqueness checks.
- Suspected-duplicate detection via enumerator × timestamp × site fingerprinting.
- Enumerator performance scorecards — submission velocity, error rate, missing-data percentage.
- Multi-region aggregation across 8 Cameroon health zones.
- Field-level data-quality dashboard prep (missing / invalid / outlier detection).
- REDCap DAG auto-assignment routes records to the correct regional coordinator.
- Feeds Global Outcome tracking for treatment linkage on all identified cases.
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