Supervised Data Collection

Ugandan Field Verification and Quality Control

Every primary survey and focus group operates under strict CAPI digital protocols, real-time GPS tracking, and a 1-to-5 supervisor ratio across all Ugandan districts.

Field Execution

Four-Stage Data Verification Cycle

01
02
03
04

Scoping & Protocol Design

Briefing & Field Pre-Testing

Supervised CAPI Fieldwork

Quality Audit & Export

Questionnaire translation into local Ugandan dialects, sampling framework validation, and ethical consent protocol setup prior to field entry.

Real-time mobile data entry with automated audio audit sampling, timestamp verification, and mandatory GPS coordinate logging.

20% independent physical back-checks, logic verification, and rapid raw or cleaned dataset delivery in requested formats.

Intensive multi-day enumerator training in Kampala followed by live pilot surveys to refine question flow and digital skip logic.

Quality Assurance

Supervisor Ratios and Field Audits

To eliminate non-sampling errors and fraud, our field operations mandate one senior supervisor for every five active enumerators. Supervisors execute random spot-checks, review daily audio recordings, and re-interview respondents independently.

Digital consent logs and timestamp checks ensure ethical protocol compliance across both urban trading hubs and remote rural communities in Eastern and Northern Uganda.

Verification Benchmarks

Quantifiable Data Rigor Standards

20%

independent field back-checks

1:5

supervisor to enumerator ratio

100%

GPS-tagged field entries

24h

daily audit turnarounds

Field Execution Protocol Inquiries

Review our complete fieldwork specifications, sampling parameters, and supervisor allocation structures for your upcoming East African survey.