What a technology, service or programme actually changes, for whom, and through what pathway. Measured with the people it is meant to serve, and reported honestly.
Two linked disciplines: field research (primary contact) and impact measurement (the frame that turns the contact into a defensible reading of what changed).
Every study sits inside the same frame, so a result in one context can be read against another.
01 · Reach. Who is actually being reached, and who is being missed. The most flattering programme can be reaching the wrong people, or the same people repeatedly, or leaving the hardest-to-reach unmoved.
02 · Depth. How much things actually change for those reached. Income, time, health, opportunity - measured in the units respondents actually use, not the funder's logframe.
03 · Experience. What it is like to be on the receiving end. Friction, unintended effects, and the qualitative texture that numbers cannot carry. Usually where the useful insight lives.
Reach, depth and experience read together give a picture that a self-report or an output count cannot.
Structured enough to compare, rich enough to matter. For why the Lab leads qualitative and quantifies around it, see Qualitative vs Quantitative.
Informed, recorded, revocable consent. Anonymisation by default. Sampling, translation and quality control managed end to end. We interview to understand, not to confirm. Full standards on the Field Research page.
Commissioned work belongs to the client and stays private unless they choose to publish. The case studies here are the exceptions.
If this reads close to a decision you are weighing, we would like to hear about it. A short note is enough to start.
The Lab is an independent research team, not an advocacy organisation. We do not campaign, endorse products, or accept commissions where a finding is expected in advance. Where a partner's own theory of change is what needs testing, that is a legitimate engagement, and the Lab tests it honestly.
