Research Impact and Māori Knowledge Pathways
Research value is not only publications. It can move through relationships, uptake, authority, capability and future decisions.
Research is often measured through outputs: papers, reports, citations, presentations and workshops. These outputs matter, but they may not show whether knowledge changed decisions, strengthened communities, supported Māori authority or opened future pathways.
Whakapapa Economics helps trace how research value moves from knowledge into use.
A scenario
A research project works with Māori communities, providers or iwi partners. It produces a report, but the value is not only in the report.
The process may build trust. It may strengthen Māori governance over the research question. It may help a provider explain what it already knows from practice. It may give an iwi or community better evidence for planning. It may influence a funder or agency. It may support rangatahi to see knowledge as a future pathway.
A narrow account may count the research outputs. A wider account asks what the knowledge changes.
What a narrow account may see
- publications
- reports completed
- conference presentations
- citations
- workshops held
- research participants
- policy references
What may be missed
- Māori knowledge being treated as legitimate evidence
- stronger relationships between researchers and communities
- iwi, hapū or provider capability to use evidence
- better future research partnerships
- policy, funding or service decisions shaped by the research
- rangatahi exposure to research and knowledge pathways
- tools, frameworks or protocols reused by others
- reduced burden on Māori communities from repeated extractive research
The Whakapapa Economics lens
Whakapapa Economics treats research as a pathway, not only a product.
Research can create value when knowledge moves: from community experience into evidence, from evidence into decisions, from decisions into better practice, and from practice into future capability.
The method asks:
- Who holds authority over the knowledge?
- What relationships were strengthened?
- Who used the findings?
- What changed because the knowledge was used?
- What future capability or pathway was opened?
- Which claims can be evidenced, and which should remain developmental?
How value may move
What to look for
Signals are clues that a pathway may be present, not proof on their own.
What can be valued
Where evidence supports it, a research impact account may value pathways such as:
- better decision-making
- funding or investment enabled
- avoided duplication of research or engagement
- improved service design
- increased uptake of evidence
- capability built among providers, iwi, communities or researchers
- tools and frameworks reused
- future research or knowledge pathways opened
Not every research effect should be monetised. But important pathways should be named rather than ignored.
What to treat carefully
Whakapapa Economics helps move research impact beyond output counting and toward careful evidence of knowledge in use.
The same sequence, every time — Context → Pathways → Constructs → Signals → Evidence → Value. Whakapapa Economics is wider in what it looks for, but careful in what it claims.
This is a simplified example. Serious application requires project-specific evidence, engagement and judgement. Applied work using Whakapapa Economics is undertaken through Matatihi.