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Indigenous Peoples' Rights in Data: a contribution toward Indigenous Research Sovereignty
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Indigenous Peoples' right to sovereignty forms the foundation for advocacy and actions toward greater Indigenous self-determination and control across a range of domains that impact Indigenous Peoples' communities and cultures. Declarations for sovereignty are rising throughout Indigenous communities and across diverse fields, including Network Sovereignty, Food Sovereignty, Energy Sovereignty, and Data Sovereignty. Indigenous Research Sovereignty draws in the sovereignty discourse of these initiatives to consider their applications to the broader research ecosystem. Our exploration of Indigenous Research Sovereignty, or Indigenous self-determination in the context of research activities, has been focused on the relationship between Indigenous Data Sovereignty and efforts to describe Indigenous Peoples' Rights in data.
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“AI data stewardship applies this approach to dataset collection for training AI models, especially when these have knowledge gaps about marginalized communities (cf. [20, 59]).”
From Engaging Communities Meaningfully in Defining Disability Representation for AI Image Generation (2026) · cites this paper as [59]
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“Within this paradigm, AI is governed by Indigenous law and ethics rather than optimisation logics (Hudson et al., 2023;Kukutai & Taylor, 2016).”
From Towards a decolonial AI sovereignty model for indigenous educational settings (2026) · cites this paper as Hudson et al., 2023
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
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“Refusal here is not withdrawal; it is an affirmative method to safeguard language, resist extractive infrastructures, and insist that infrastructural choices answer to Indigenous legal orders (Hudson et al., 2023).”
From Towards a decolonial AI sovereignty model for indigenous educational settings (2026) · cites this paper as Hudson et al., 2023
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
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“It requires governance boards, binding agreements, and technical protocols granting communities authority over datasets, models, and deployment (Christen & Anderson, 2019b;Hudson et al., 2023).”
From Towards a decolonial AI sovereignty model for indigenous educational settings (2026) · cites this paper as Hudson et al., 2023
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“UNDRIP, the Nagoya Protocol, and the Global Indigenous Data Alliance have detailed numerous rights that Indigenous Peoples have in relation to data (United Nations General Assembly, 1993, 2007; UN Secretariat of the Convention on Biological Diversity, 2010; Hudson et al., 2023).”
From Indigenous Peoples and research: self-determination in research governance (2023) · cites this paper as Hudson et al., 2023
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Self-citation
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Metadata
- Authors
- Hudson, M., Carroll, S. R., Anderson, J., Blackwater, D., Cordova-Marks, F. M., Cummins, J., David-Chavez, D., Fernandez, A., Garba, I., Hiraldo, D., Jäger, M. B., Jennings, L. L., Martinez, A., Sterling, R., Walker, J. D., & Rowe, R. K.
- Affiliations
- University of Waikato (NZ)
- University of Arizona (US)
- New York University (US)
- Colorado State University (US)
- University of North Carolina at Chapel Hill (US)
- McMaster University (CA)
- Queen's University (CA)
- Corresponding author
- Hudson, Maui
- ORCID
- Venue
- Frontiers in Research Metrics and Analytics
- Publisher
- Frontiers Media SA
- Published
- 2023-05-04
- Volume
- 8
- Pages
- 1173805-1173805
- ISSN
- 2504-0537 (ISSN-L)
- PMC
- PMC10192690
- OpenAlex
- W4377565371
- Cited by
- 107
- References
- 36
- Citations by year
- 2026: 46 · 2025: 37 · 2024: 18 · 2023: 6
- FWCI
- 28.92
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Research Metrics and Analytics (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion, other-oa)
- Lincoln (University of Nebraska) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- UNC Libraries
- Funders
- Ministry for Business Innovation and Employment
- Topics
- Social Sciences › Health › Indigenous Health, Education, and Rights
- Social Sciences › Law › Indigenous Peoples' Rights and Law
- Social Sciences › Anthropology › Indigenous Cultures and History
- Keywords
- Indigenous data sovereignty, indigenous rights, Indigenous self-determination, Indigenous data governance, Indigenous research ethics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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