Knowledge Hub

Experience includes implementation challenges, operational observations, adaptations, decisions and lessons from work that has already taken place.

It shows how an intervention develops when its intended design meets reality.


Evidence includes research, data, measurements, assessments, standards and other credible sources that help MGE understand an institutional condition, test an assumption or evaluate change.

MGE examines evidence in relation to the conditions in which decisions and interventions must work.

Knowledge connects evidence, experience and institutional reality to reveal recurring patterns, relationships, principles and practical approaches that may be useful beyond the situation in which they first emerged.

It makes understanding available so it can inform decisions in different contexts with appropriate judgement.


Continuous Learning records how MGE’s understanding and practice evolve through evidence, experience, testing and reflection.

New evidence can challenge an assumption. Experience can reveal a constraint that was not visible at the beginning. An intervention can show that an approach needs to change.

It captures what changed, why it changed and what MGE is learning from it.

01 — EXPERIENCE

What MGE encounters in practice—challenges, decisions, adaptations and lessons that emerge when intended approaches meet operational reality.

  • When Delivery Had to Be Protected

    A critical healthcare infrastructure project can be technically well designed and still fail to arrive when it is needed.

02 — EVIDENCE

What can be established through research, data, measurement, standards and credible sources in relation to real institutional conditions.

  • When Time Becomes Part of Care

    Evidence from sepsis, stroke and laboratory care shows how delays within clinical processes can affect outcomes, revealing where operational change may create measurable value.

03 — KNOWLEDGE

What MGE has come to understand by connecting evidence, experience and institutional reality into understanding that can travel beyond the original situation.

  • The Problem Begins Before the Waste

    Healthcare waste is often treated at the end of the process, after it has already become a cost and risk. But the decisions and operating conditions that generate unnecessary waste begin much earlier across procurement, inventory, clinical practice and workflow.

04 — CONTINUOUS LEARNING

What changes as MGE learns—when evidence, experience and reflection change an assumption, reveal a constraint or reshape an approach.

  • When the Parts Work but the Purpose Does Not

    Operational readiness is not established by making each function perform well in isolation. MGE’s experience in supply and market access changed how it understands readiness: the real test is whether functions, information and decisions remain connected to the institutional purpose they are meant to fulfil.