Implementation Outcomes: The Programme Performance Map

27 August 2026

A programme's performance is rarely a single verdict — it can succeed on some measures while falling short on others at the very same time, and knowing which is which matters enormously for anyone managing, funding, or shaping NCD programmes across Africa. In practice, this often means a programme can be well adopted and well liked by staff, yet still fail to reach enough patients or to keep running much beyond the pilot phase.

Take a district that rolls out a new diabetes self-management programme. Clinics signed on, and staff liked it — but only a third of eligible patients were ever actually enrolled, and by month eight, half the clinics had quietly stopped running it. So when someone asks, six months in, whether it worked, the honest answer is usually ‘sort of.’ It wasn't a failure: the programme was adopted, and it was acceptable to staff. What broke down was something more specific — not enough patients were reached, and the programme wasn't built to last past the pilot phase.

A Programme Can Succeed on Some Measures and Fail on Others

Success and failure are the wrong categories for diagnosing an NCD programme — implementation science replaces that single verdict with distinct, measurable pieces of programme performance, because the fix for "not enough patients were reached" is completely different from the fix for "staff did not like it" or "we ran out of money." This matters for health professionals and policymakers, not just researchers, since programmes get redesigned, defunded, or abandoned based on a single blanket statement — ‘it did not work’ — when the real story, and the real solution, is much more specific and far more fixable than that.

A widely used framework (Proctor's Implementation Outcomes) separates programme performance into these distinct dimensions:

• Did people accept it?
• Did they adopt it?
• Was it a good fit for the setting and population?
• Was it affordable?
• Could it actually be delivered given real-world staffing and resources?
• Was it delivered as designed?
• Did it reach enough of the target population?
• Critically, did it last?

Five Core Factors Shape Programme Success and Failure

Implementation outcomes act as the map that shows where each of five core factors fits — and which one to examine when something has gone wrong. Though we've covered these separately, they are really different pieces of the same picture:

• Context is about the local conditions that shape whether a programme can succeed at all.
• Frameworks are the structured tools used to assess that context and predict how it will affect an implementation.
• Implementation strategies are the deliberate choices used to improve a specific outcome.
• Fidelity is about whether a programme stayed true to its design as it was delivered.
• De-implementation applies this same logic to stopping ineffective or harmful practices, not just starting new ones.

Building Capacity for NCD Programme Optimisation

Precise diagnostic tools, not guesswork, are what unlock the full potential of health initiatives and allow positive results to be scaled up. IS4NCDs is committed to training health professionals, programme managers, and policymakers across Southern Africa to make just that kind of determination — a skill that provides the technical precision needed to pinpoint exactly where an NCD programme can be optimised for success, offering the clear insights required to build upon existing organisational strengths.

Expressions of Interest will soon be accepted for this training, which launches with the Core Modules pilot in early October 2026, moving into the Intermediate Modules pilot in the third week of that month, before the Advanced Modules pilot follows in November. Each module carries a value of roughly ZAR 6,000, but during the pilot phase, funding covers this cost in full, so participants pay nothing.