Problem
The implementer needed a donor-grade baseline across eight provinces ahead of program launch. The sampling frame had to support credible end-line comparison four years later.
Approach
- 1
Designed a stratified random sample across eight provinces and three enterprise types.
- 2
Trained and deployed 42 enumerators with real-time data-quality monitoring.
- 3
Delivered KIIs with sector stakeholders and FGDs with target beneficiaries.
- 4
Produced an indicator matrix and dataset aligned to donor M&E requirements.
Result
The baseline was accepted by the donor on first submission and became the reference dataset for the program's mid-term and end-line reviews.
“A disciplined, well-documented baseline that we could defend to the donor without revision.”
