ReviewJournal of the Royal Society of New Zealand2026
Poipoia Te Kākano Kia Puāwai: The Operationalisation of Māori Data Sovereignty in Aotearoa-A Scoping Literature Review.
Review in Journal of the Royal Society of New Zealand, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Where to Next for Māori Health Research Review Processes? Insights Into the Indigenous Context: An Integrative Systematic Literature Review.Journal of the Royal Society of New Zealand · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Māori Data Sovereignty and Māori Data Governance are articulationsand expressions of our Māori rights to be self-determining as sovereign peoples. Over the last decade, there has been considerable growth in scholarship, theorising and advocacy around Māori Data Sovereignty with a number of frameworks, models and sets of principles developed. Underpinned by Kaupapa Māori theory and informed by the PRISMA and CONSIDER guidelines, this scoping literature review examined the application of Te Ao Māori concepts, values, principles and/or practices to operationalisation of Māori Data Sovereignty and/or Māori Data Governance. Of the 2413 records identified, 32 full texts met our inclusion criteria. We identified 21 Te Ao Māori concepts, values, principles and/or practices (listed in order of frequency): 'Katiakitanga'; 'Rangatiratanga'; 'Whakapapa'; 'Whanaungatanga'; 'Manaakitanga'; 'Kotahitanga'; 'Tapu/Noa'; 'Mauri'; 'Mana'; 'Hau'; 'Wairua(tanga)'; 'Pūkenga(tanga)'; 'Rāhui'; 'Pōwhiri'; 'Wānanga'; 'Pūrākau'; 'Tika'; 'Pono'; 'Mana Motuhake'; 'Tino rangatiratanga'; and 'Ūkaipōtanga'. We describe their interpretation and application to Māori Data Sovereignty and/or Māori Data Governance. We also identified lesser focus in the literature of the Māori Data Sovereignty aspirations and priorities of specific Māori population groups, for example, tamariki and rangatahi Māori, tāngata whaikaha Māori and takatāpui Māori, and discuss implications for Māori data futures.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.