Counting What Africa Keeps: A Field Method for Measuring Value Retention, Jobs and Circulation from Natural Resource Conversion, from Community to Continent

Africa's development is governed largely by numbers that Africans did not measure. National resource statistics are dominated by figures produced by the parties being taxed, by models built on borrowed assumptions, and by datasets that are years old by the time they reach a decision-maker. This paper presents a field method for measuring continuously, at the community level and upward to country and continent, how much of the value created from a natural resource actually stays where it was created, how many jobs that retained value supports, and what happens to the money as it circulates. The method rests on four operations applied to any resource in any country: count it, keep it, convert it, circulate it. It is situated against its nearest relatives, local multiplier analysis, weekly mobile-phone farm surveys and continental post-harvest loss estimation, and differs by combining enterprise-level, weekly, operator-filed records with a permanent, decision-wired instrument family. It is operationalised through a family of simple, replicable instruments: the keep rate, the mirror gap, the African capital share, jobs per million kept, the vanished harvest, the city lines, including the fire line, the plate line, the rain line and the water line, the standards uptake count and the local value floor. Data are collected through a weekly enterprise card filed by the operators of working enterprises over messaging platforms that fix the date of every entry, and are verified through fixed-point photography, zero-reporting, pre-registered methodology, independent review and government co-validation with right of reply. The method is illustrated with a worked application to a briquette and solar-drying enterprise in Mukono, Uganda, where measured prices show briquette cooking fuel selling at roughly half the per-kilogram price of charcoal. The paper argues that waste conversion, the one resource stream present in every African country and renewed daily, offers the clearest proof case that African-owned value retention is achievable, and sets out how continuous community measurement converts research into decision evidence, implementation and re-measurement rather than terminal reports.