The evidence framework underpinning CG Foundation's impact claims — rigorous, independent and publicly available.
Comprehensive baseline data from all enrolled farmers establishing the counterfactual for impact measurement.
Matched control groups of non-programme farmers surveyed alongside programme farmers to isolate programme attribution.
All field data collected via mobile surveys, uploaded in real time to the CGF monitoring platform.
Annual surveys conducted or verified by independent research organisations to validate impact claims.
Full methodology, data tables and limitations published in annual impact reports for public download.
Impact data published in IATI-compliant format enabling donor-level traceability of expenditure and outcomes.
Download impact reports, methodology documents and data annexes.