Demand vs Evidence Alignment The demand signals and the indicator library are joined on a shared theme taxonomy, then compared share for share. A theme where demand outweighs the data is a blind spot, people are asking about something we barely measure. A theme where data outweighs demand is under-asked, we are measuring something nobody is requesting.
Bangladesh Colombia Ghana Kenya Nigeria Zambia
Reset filters Bangladesh
Colombia
Ghana
Kenya
Nigeria
Zambia
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Biggest blind spot
demand exceeds evidence by 15.1 points
i Poverty & Livelihoods
Most under-asked
evidence exceeds demand by 5.38 points
i 6 of 15
Themes short of evidence
6 over-measured, 3 matched
i 7 pts
Average mismatch
lower is better aligned
i 3,988
Demand signals
across 6 countries
i 9,068
Indicators matched
the evidence side
i
Where demand and evidence diverge Alignment gap by theme demand share − evidence share
i Demand share vs evidence share two views of the same theme
i Alignment quadrant evidence share (x) vs demand share (y)
i Alignment ledger every theme, ranked by gap
i
Blind spots by country Indicator coverage distinct indicators per country and theme
i Demand volume signals per country and theme
i Documentation intensity signals per 100 indicators
i Stretched evidence base country × theme, most signals per indicator
i
Evidence health Staleness ranking % of observations from the last two years
i Country evidence depth distinct indicators available
i Coverage vs documentation indicators (x) vs signals (y)
i i 