An impact report is only as strong as the data acquisition process behind it. Organizations often invest heavily in analysis and storytelling while treating the underlying data-gathering step as a given — which is usually where the biggest quality gaps actually start.
Primary data still matters most
Data an organization collects directly from its own beneficiaries and programs carries more weight with funders than secondary data pulled from external reports, even when the secondary data is easier to gather.
Integration is where acquisition efforts usually fail
Collecting good data from a survey tool, a partner organization, and a field team separately is only useful if it can actually be combined into one coherent picture. Acquisition strategy has to plan for integration from the start, not as an afterthought.
Security has to travel with the data
Every new data source an organization acquires is also a new point where beneficiary information could be exposed. Acquisition planning should include where the data will be stored and who can access it, not just how it will be collected.
Quality checks belong at the point of acquisition
Catching a data-entry error or an inconsistent survey response at the point of collection is far cheaper than catching it after it has already fed into a published report. Building validation into acquisition, rather than only into final analysis, is what Insights Lab designs into every measurement engagement.
