Indigenous Peoples and research: self-determination in research governance
Open accessAbstract
Indigenous Peoples are reimagining their relationship with research and researchers through greater self-determination and involvement in research governance. The emerging discourse around Indigenous Data Sovereignty has provoked discussions about decolonizing data practices and highlighted the importance of Indigenous Data Governance to support Indigenous decision-making and control of data. Given that much data are generated from research, Indigenous research governance and Indigenous Data Governance overlap. In this paper, we broaden the concept of Indigenous Data Sovereignty by using the CARE Principles for Indigenous Data Governance to discuss how research legislation and policy adopted by Indigenous Peoples in the US set expectations around recognizing sovereign relationships, acknowledging rights and interests in data, and enabling Indigenous Peoples' participation in research governance.
AI snapshot
Written from the paper’s full text.
TL;DR
This paper uses the CARE Principles for Indigenous Data Governance—especially “Authority to control”—to frame Indigenous research governance as an exercise of Indigenous self-determination. Drawing on research legislation and policy from 26 Indigenous Peoples in the US, it identifies expectations for researchers and institutions and offers recommendations to align research infrastructure with Indigenous Data Sovereignty.
Key findings
- Indigenous Data Sovereignty and Indigenous research governance overlap; research sovereignty is a form of self-determination concerned with control over acquisition, use, storage, and reuse of Indigenous data, especially when held by researchers and research institutions.
- In the US, 574 distinct Indigenous Peoples have explicit status under federal recognition, while over 60 maintain such status with states; those without explicit status face barriers including limited administrative capacity, limited access to resources, and lack of formal recognition.
- Analysis of research legislation and policy from 26 Indigenous Peoples identifies four thematic areas under CARE’s “Authority to control”: sovereignty/self-determination and assessment of collective risks/benefits (recognizing rights and interests), and jurisdiction/control and enforcement (governance of data).
- The documents require researchers to obtain authorization, recognize Indigenous final decision-making, provide progress updates, allow review/correction of publications, return samples/data, and face enforcement through administrative sanctions and judicial penalties such as fines, fees, jail time, and equitable relief.
Methods
- Conceptual and policy analysis guided by the CARE Principles, focusing on “Authority to control” and its sub-principles “Recognizing rights and interests” and “Governance of data.”
- Draws on a previous content analysis of publicly available research legislation and policy from 26 Indigenous Peoples in the US; documents were obtained from official Indigenous and third-party online sources, though some links have since become dead or retired, and references are anonymized.
- Included documents if their review processes were direct exercises of research sovereignty; excluded Indian Health Service IRBs because IHS is a federal agency, and excluded IRBs at Indigenous research institutions if they do not review projects on behalf of the entire community. Four thematic areas are discussed, with recommendations presented in Tables 1 and 2.
Limitations
- Stated: the documents analyzed were publicly available, but a number have since become unavailable due to dead or retired links; references are anonymized; and the discussion summarizes measures from a sampling of Indigenous Peoples, with each community ultimately free to choose its own practices.
- Stated: some governance mechanisms are not discussed, such as those in Indigenous academic institutions or regional/inter-Indigenous organizations; most analyzed documents employ approaches developed at the turn of the millennium mainly in response to genetics, so big data, open science, digital storage, and open data may call for revisions.
- Evident from the text: the analysis is limited to 26 Indigenous Peoples in the US and does not empirically test the recommended actions or report outcome data on implementation or enforcement.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
7 of 57 cited sources checked · 6 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Many Indigenous authorities exert jurisdiction over people, places, issues, interests, and rights both within settler colonial defined geographic boundaries and beyond.
“Many Indigenous authorities exert jurisdiction over people, places, issues, interests, and rights both within settler colonial defined geographic boundaries and beyond (Akwesasne Task Force on the Environment, 1996; South African San Institute, 2017; Around Him et al., 2019; Centre for Sami Health Research (CSHR), 2019; National Khoisan Council, 2019; Karuk-UC Berkeley Collaborative, 2020; Kuhn et”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Akwesasne Task Force on the Environment, 1996
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites South African San Institute, 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Around Him et al., 2019 source
The Geographic and Structural Jurisdiction section describes Tribal IRBs’ oversight within reservation boundaries and their consideration of research involving members just outside them. It also says establishing and enforcing jurisdiction beyond tribal lands is difficult; it does not establish that many Indigenous authorities exercise the broad, cross-boundary jurisdiction claimed. The Content-Specific Jurisdiction section supports oversight of varied research topics, but the paper addresses research oversight rather than jurisdiction over rights and interests generally. Page numbers were not available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Indigenous Peoples in the US have established various review mechanisms to approve research in their communities and with their citizens.
“Indigenous Peoples in the US have established various review mechanisms to approve research in their communities and with their citizens (Around Him et al., 2019; Kuhn et al., 2020).”
Quote in the paperSubstantial claim1 of 2 sources checked - Premisecitation
UNDRIP, the Nagoya Protocol, and the Global Indigenous Data Alliance have detailed numerous rights that Indigenous Peoples have in relation to data.
“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).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites United Nations General Assembly, 1993, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites UN Secretariat of the Convention on Biological Diversity, 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Hudson et al., 2023 source
- Premisecitation
The Native Hawaiian "G.R.E.A.T. Research" framework for biobanking and biospecimen research exemplifies the goal of maximizing benefits while educating and empowering Indigenous Peoples.
“This goal is exemplified in the Native Hawaiian “G.R.E.A.T. Research” (Governance, Re-consent, Education, Accountability, Transparency, Research priorities) framework for biobanking and biospecimen research (Tauali‘i et al., 2014).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Tauali‘i et al., 2014 source
- Premisecitation
Broad rights to data address legal and ethical issues around storage, ownership, access, and consent.
“Such broad rights to data address legal and ethical issues around storage, ownership, access, and consent (Kukutai and Taylor, 2016).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kukutai and Taylor, 2016 source
- Findingnone given
Research legislation and policy adopted by Indigenous Peoples in the US set expectations around recognizing sovereign relationships, acknowledging rights and interests in data, and enabling Indigenous Peoples' participation in research governance.
“In this paper, we broaden the concept of Indigenous Data Sovereignty by using the CARE Principles for Indigenous Data Governance to discuss how research legislation and policy adopted by Indigenous Peoples in the US set expectations around recognizing sovereign relationships, acknowledging rights and interests in data, and enabling Indigenous Peoples' participation in research governance.”
Quote in the paperNot a substantial claim - Findingcitation
Indigenous jurisdiction over research includes the right to address violations of law (e.g., unauthorized data collection) by researchers and institutions through Indigenous courts.
“Indigenous jurisdiction over research includes the right to address violations of law (e.g., unauthorized data collection) by researchers and institutions through Indigenous courts.”
Quote in the paperSubstantial claim - Findingcitation
As sovereigns, Indigenous governments can issue administrative sanctions against researchers who are accessing data or conducting research without authorization.
“As sovereigns, Indigenous governments can issue administrative sanctions against researchers who are accessing data or conducting research without authorization (Tribes 23, 14, and 24).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 23, 14, and 24
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Rests on an assumption: Working with Indigenous Peoples is a privilege because Indigenous governments have primary authority over research conducted on their lands and with their members.
- Findingcitation
At the final stages of any research project, whether terminated or completed, samples and data must be returned to the Indigenous community.
“At the final stages of any research project, whether terminated or completed, samples, and data must be returned to the Indigenous community (Tribes 23, 25, and 24).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 23, 25, and 24
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
The documents oblige researchers to respect Indigenous Peoples' values and regulations concerning confidentiality, privacy, anonymity, disaggregation, and protected information.
“The documents oblige researchers to respect Indigenous Peoples' values and regulations concerning confidentiality, privacy, anonymity, disaggregation, and protected information (Tribes 21 and 13).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 21 and 13
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Indigenous Peoples have the right to regulate research within their geographical boundaries and beyond when they have a cultural or intellectual property claim to materials or data.
“Indigenous Peoples have the right to regulate research within their geographical boundaries and beyond when they have a cultural or intellectual property claim to materials or data (Tribes 22 and 1).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 22 and 1
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingnone given
In exercising research sovereignty, Indigenous Peoples in the US have developed governance mechanisms that define minimum expectations for researchers and institutions that hold and use Indigenous data.
“In exercising research sovereignty, Indigenous Peoples in the US have developed governance mechanisms that define minimum expectations for researchers and institutions that hold and use Indigenous data.”
Quote in the paperNot a substantial claim - Findingcitation
All documents analyzed require proper authorization (e.g., permits, licenses, agreements) for research activities occurring within the jurisdiction of Indigenous Peoples and/or conducted with their members.
“All documents analyzed require proper authorization (e.g., permits, licenses, agreements) for research activities occurring within the jurisdiction of Indigenous Peoples and/or conducted with their members (Tribes 1, 4, and 19).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 1, 4, and 19
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
In addition to bans and exclusions, administrative enforcement includes sending reports of violations to appropriate authorities (e.g., researchers' sponsors, funders, and licensing organizations, in addition to local, state and federal authorities).
“In addition to bans and exclusions, administrative enforcement includes sending reports of violations to appropriate authorities (e.g., researchers' sponsors, funders, and licensing organizations, in addition to local, state and federal authorities; Tribes 8, 25, and 21).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribes 8, 25, and 21
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
In exercising research sovereignty to protect and advance their rights and interests, Indigenous Peoples in the US-most notably those with explicit status-have developed law and policy to set expectations for researchers and institutions working with their data.
“In exercising research sovereignty to protect and advance their rights and interests, Indigenous Peoples in the US—most notably those with explicit status—have developed law and policy to set expectations for researchers and institutions working with their data.”
Quote in the paperSubstantial claim - Findingcitation
In the documents, Indigenous Peoples assert their right to review research data and findings being considered for publication in all formats, including the authority to determine what can be released and to whom.
“In the documents, Indigenous Peoples assert their right to review research data and findings being considered for publication in all formats, a claim that includes the authority to determine what can be released and to whom (Tribes 8, 11, 5, and 2).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 8, 11, 5, and 2
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
It is a key exercise of research sovereignty for Indigenous Peoples to be final decision makers on project approvals.
“It is a key exercise of research sovereignty for Indigenous Peoples to be final decision makers on project approvals (Tribe 10, 23, 2, and 5).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribe 10, 23, 2, and 5
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Rests on an assumption: Indigenous sovereignty is inherent and not granted through legal recognition by external entities, whether national or international.
- Findingcitation
Indigenous Peoples have the right to provide input on, and offer corrections to, data or findings being considered for publication.
“Indigenous Peoples have the right to provide input on, and offer corrections to, data or findings being considered for publication (Tribes 25, 23, 8, 11, 5, and 2).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 25, 23, 8, 11, 5, and 2
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Indigenous Peoples have the authority to dictate how their data and knowledges are organized, stored, and managed.
“Indigenous Peoples have the authority to dictate how their data and knowledges are organized, stored, and managed (Tribes 4, 25, and 15).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 4, 25, and 15
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Rests on an assumption: Indigenous sovereignty is inherent and not granted through legal recognition by external entities, whether national or international.
- Findingcitation
Once a project is underway, researchers are required to share periodic updates on their research progress with the community.
“Once a project is underway, researchers are required to share periodic updates on their research progress with the community (e.g., reviewing body, participating individuals, broader community; Tribes 1 and 19).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribes 1 and 19
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Indigenous authorities, being sovereign stewards of their data, may deny, limit, or halt research.
“Researchers need to understand that Indigenous authorities, being sovereign stewards of their data, may also deny, limit, or halt research (Tribes 12, 4, and 11).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 12, 4, and 11
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Sanctions applied by Indigenous courts encompass civil and criminal judgments calling for fines, fees, and even jail time.
“Sanctions applied by Indigenous courts encompass civil and criminal judgments calling for fines, fees, and even jail time (Tribes 8, 25, 21, 23, 14, 24, 2, and 13).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribes 8, 25, 21, 23, 14, 24, 2, and 13
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingnone given
Indigenous Peoples address potential harms by researchers and their institutions by adopting enforcement measures to support their legislation and policies.
“Indigenous Peoples address potential harms by researchers and their institutions by adopting enforcement measures to support their legislation and policies.”
Quote in the paperNot a substantial claim - Findingcitation
Apart from regulating research on Indigenous lands and with Indigenous collectives, the legislation and policy surveyed protect Indigenous study participants as individuals.
“Apart from regulating research on Indigenous lands and with Indigenous collectives, the legislation and policy surveyed protect Indigenous study participants as individuals (Tribes 19, 1, and 21).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribes 19, 1, and 21
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Acknowledgment of the right to collective self-governance for "peoples" generally has grown globally through norms, policies, and laws centered around the principle of self-determination.
“Starting in the early twentieth century, acknowledgment of the right to collective self-governance for “peoples” generally has grown globally through norms, policies, and laws centered around the principle of self-determination (League of Nations, 1919; United Nations, 1945; United Nations General Assembly, 1966a,b, 2007; Smith, 2012).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites League of Nations, 1919
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites United Nations, 1945
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites United Nations General Assembly, 1966a,b, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Indigenous Peoples' jurisdiction is based on preexisting rights of sovereignty and self-determination.
“Their jurisdiction is based on preexisting rights of sovereignty and self-determination (Sahota, 2007; Climate and Traditional Knowledges Workgroup (CTKW), 2014; Matson et al., 2021).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Sahota, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Climate and Traditional Knowledges Workgroup (CTKW), 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Matson et al., 2021 source
- Interpretationreasoning
Indigenous Peoples' explicit or implicit status shapes strategies for exercising their "Authority to control" their data, particularly when used by external actors.
“Hence, Indigenous Peoples' explicit or implicit status shapes strategies for exercising their “Authority to control” their data, particularly when used by external actors.”
Quote in the paperSubstantial claim - Premisecitation
Indigenous Peoples' right to self-determination-their right to freely choose and pursue economic, social, and cultural development goals-was recognized internationally in the 2007 United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP).
“Indigenous Peoples' right to self-determination—their right to freely choose and pursue economic, social, and cultural development goals—was recognized internationally in the 2007 United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP) (United Nations General Assembly, 2007).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites United Nations General Assembly, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
The right to self-determination is limited for Indigenous Peoples who share geographies with nation-states in the absence of a corresponding state obligation to recognize and implement Indigenous self-determination in mainstream governance norms and institutions across multiple sectors, research included.
“However, this right to self-determination is limited for Indigenous Peoples who share geographies with nation-states in the absence of a corresponding state obligation to recognize and implement Indigenous self-determination in mainstream governance norms and institutions across multiple sectors (United Nations General Assembly, 2007), research included.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites United Nations General Assembly, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Classified as probably not a substantial claim. 39
- May combine two claims. 19
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationImplementation of "G.R.E.A.T. Research" requires researchers to ensure that their research goals are understood by the community, that findings are shared and not siloed, and that the community benefits from the collaboration.
“Implementation of “G.R.E.A.T. Research” requires researchers to ensure that their research goals are understood by the community, that findings are shared and not siloed, and that the community benefits from the collaboration.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Tauali‘i et al., 2014 source
Probably not a substantial claim: may not pass S2 (checkable).
PremisecitationResearch sovereignty is a form of Indigenous self-determination concerned with securing Indigenous Peoples' control over acquisition, use, storage, and reuse of their data not only under their authority but especially in the custody of researchers and research institutions.
“Accordingly, we view research sovereignty as a form of Indigenous self-determination concerned with securing Indigenous Peoples' control over acquisition, use, storage, and reuse of their data not only under their authority but especially in the custody of researchers and research institutions, e.g., funders, sponsors, repositories, publishers (AIATSIS, 2020; Carroll et al., 2021).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites AIATSIS, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Carroll et al., 2021 source
Probably not a substantial claim: may not pass S4 (based).
Findingnone givenMost documents analyzed employ approaches developed at the turn of the millennium mainly in response to advances in genetics.
“For example, most documents analyzed employ approaches developed at the turn of the millennium mainly in response to advances in genetics.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
FindingcitationInstitutional policies governing storage, access, use, and disposition of research samples, materials, and data must protect Indigenous Peoples and their individual members from improper uses, such as those by unsanctioned third-parties or for unauthorized commercial ends.
“Institutional policies governing storage, access, use, and disposition of research samples, materials, and data must protect Indigenous Peoples and their individual members from improper uses, such as those by unsanctioned third-parties or for unauthorized commercial ends (Tribes 4, 24, and 21).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 4, 24, and 21
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
FindingcitationResearchers need to notify relevant Indigenous authorities of plans for commercialization and respect restrictions on commercialization.
“Researchers also need to notify relevant Indigenous authorities of plans for commercialization and respect restrictions on commercialization (Tribes 18 and 4).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 18 and 4
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S4 (based).
Findingnone givenIndigenous Peoples employ a variety of governance measures (laws, policies, processes, practices) to oversee self-determined research.
“As noted earlier, Indigenous Peoples employ a variety of governance measures (laws, policies, processes, practices) to oversee self-determined research.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenThese enforcement tools include administrative actions effected through Indigenous government agencies as well as judicial penalties, fines, and orders issued by Indigenous courts.
“These enforcement tools include administrative actions effected through Indigenous government agencies as well as judicial penalties, fines, and orders issued by Indigenous courts.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
FindingcitationBenefits should be framed in collective terms from project inception to completion, and can include co-authorship, acknowledgment and attribution, intellectual property, and royalties or other monetary compensation.
“Benefits should be framed in collective terms from project inception to completion, and can include co-authorship, acknowledgment and attribution, intellectual property, and royalties or other monetary compensation (Tribe 25).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribe 25
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenJudicial enforcement includes equitable relief, a court-granted remedy that requires parties to act or refrain from performing particular acts.
“Judicial enforcement also includes equitable relief, a court-granted remedy that requires parties to act or refrain from performing particular acts.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingreasoningThe documents call for researchers to comply with review processes that govern collection, storage, and publication of data to protect Indigenous persons from adverse effects and facilitate access to research benefits.
“The documents call for researchers to comply with review processes that govern collection, storage, and publication of data to protect Indigenous persons from adverse effects and facilitate access to research benefits.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
FindingcitationResearchers should partner with Indigenous Peoples to design processes for data collection, storage, access, use, and disposition before, during, and after research projects, recognizing that Indigenous Peoples have the right to know and control how their data is being collected, stored, accessed, shared, and disposed of.
“Researchers should partner with Indigenous Peoples to design processes for data collection, storage, access, use, and disposition before, during, and after research projects, recognizing that Indigenous Peoples have the right to know and control how their data is being collected, stored, accessed, shared, and disposed of (Tribes 18, 4, 11, and 14).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribes 18, 4, 11, and 14
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenResearchers show respect for participants, their families, and non-participating community members by clearly communicating relevant institutional policies that address collective risks, impacts, and protections.
“Researchers show respect for participants, their families, and non-participating community members by clearly communicating relevant institutional policies that address collective risks, impacts, and protections.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
FindingcitationResearch should maximize benefits while educating and empowering Indigenous Peoples.
“Research should maximize benefits while educating and empowering Indigenous Peoples (Tribe 4).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribe 4
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
FindingcitationThe documents analyzed require researchers to recognize the authority of Indigenous Peoples to control research involving their citizens, data, and resources both within and beyond their lands in alignment with their jurisdiction and ethics frameworks.
“The documents analyzed require researchers to recognize the authority of Indigenous Peoples to control research involving their citizens, data, and resources both within and beyond their lands in alignment with their jurisdiction and ethics frameworks.”
Quote in the paperSubstantial claim- Rests on an assumption: Indigenous sovereignty is inherent and not granted through legal recognition by external entities, whether national or international.
May combine two claims.
FindingcitationPer sovereignty principles, researchers are to comply with Indigenous Peoples' requests to withdraw from projects and/or return all samples.
“Per sovereignty principles, researchers are to comply with Indigenous Peoples' requests to withdraw from projects and/or return all samples (Tribes 23, 25, 8, and 11).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 23, 25, 8, and 11
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
FindingcitationIndigenous authorities can expel and bar researchers from their territories and require that all collected or generated data be returned.
“Indigenous authorities can expel and bar researchers from their territories and require that all collected or generated data be returned (Tribes 8 and 11).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribes 8 and 11
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
FindingcitationResearchers are to respect the social, economic, political, cultural, and spiritual epistemologies of Indigenous Peoples by upholding their rights to control and protect their knowledges and intellectual property.
“Researchers are to respect the social, economic, political, cultural, and spiritual epistemologies of Indigenous Peoples by upholding their rights to control and protect their knowledges and intellectual property (ISE, 2006; AIATSIS, 2012, 2020; Campbell et al., 2015; Tribe 8).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites ISE, 2006
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites AIATSIS, 2012, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Campbell et al., 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.
FindingcitationResearch goals, agreements, and activities should be relevant and responsive to Indigenous needs, reflect Indigenous philosophies and practices, and remain collaborative to center Indigenous-defined objectives.
“Research goals, agreements, and activities should be relevant and responsive to Indigenous needs, reflect Indigenous philosophies and practices, and remain collaborative to center Indigenous-defined objectives (Tribes 4 and 25).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribes 4 and 25
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
FindingcitationSuch relief includes court orders to stop ongoing studies or to bar sponsors from funding further research with an Indigenous community.
“Such relief includes court orders to stop ongoing studies or to bar sponsors from funding further research with an Indigenous community (Tribes 23, 14, 24, 21, 2, and 13).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribes 23, 14, 24, 21, 2, and 13
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationResearchers have a corresponding responsibility to address concerns raised and make amendments as appropriate.
“Researchers have a corresponding responsibility to address concerns raised and make amendments as appropriate (Tribes 19 and 22).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tribes 19 and 22
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingnone givenIndigenous research review mechanisms can review research generally or in particular fields, can be specialized bodies operating with relative autonomy from elected Indigenous leadership or embedded in Indigenous government agencies, and in rare cases can be an administrative process without a specialized committee.
“These governance mechanisms can review research generally or in particular fields (e.g., health, environmental issues, culture). They can be specialized bodies operating with relative autonomy from elected Indigenous leadership or embedded in Indigenous government agencies. In rare cases, they can be an administrative process without a specialized committee to assess proposals.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
FindingcitationResearch with Indigenous Peoples requires assessment of collective risks and benefits.
“Research with Indigenous Peoples requires assessment of collective risks and benefits.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
FindingcitationThe documents analyzed require Indigenous Peoples to be included in communications and decision-making from project inception to completion.
“To ensure that Indigenous aspirations are included throughout research, Indigenous Peoples are to be included in communications and decision-making from project inception to completion (Tribe 15).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tribe 15
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenRisk assessment focuses on the protection of people, culture, and natural resources.
“Risk assessment focuses on the protection of people, culture, and natural resources.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenMost documents analyzed for this article were obtained from third-party online sources compiled by non-Indigenous governments, universities, and other entities.
“For example, most documents analyzed for this article were obtained from third-party online sources compiled by non-Indigenous governments, universities, and other entities.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenThe emerging discourse around Indigenous Data Sovereignty has provoked discussions about decolonizing data practices and highlighted the importance of Indigenous Data Governance to support Indigenous decision-making and control of data.
“The emerging discourse around Indigenous Data Sovereignty has provoked discussions about decolonizing data practices and highlighted the importance of Indigenous Data Governance to support Indigenous decision-making and control of data.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningIndigenous research governance and Indigenous Data Governance overlap because much data are generated from research.
“Given that much data are generated from research, Indigenous research governance and Indigenous Data Governance overlap.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenIndigenous Peoples are reimagining their relationship with research and researchers through greater self-determination and involvement in research governance.
“Indigenous Peoples are reimagining their relationship with research and researchers through greater self-determination and involvement in research governance.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningAn implication of this codified right is the need for this authority to be reflected in the practices of researchers and within institutional policy.
“An implication of this codified right is the need for this authority to be reflected in the practices of researchers and within institutional policy.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIndigenous Peoples set agendas, determine methodologies, control processes, and direct outcomes of their research ecosystems.
“Indigenous Peoples set agendas, determine methodologies, control processes, and direct outcomes of their research ecosystems (Smith, 2012; Hudson et al., 2020).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Smith, 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Hudson et al., 2020 source
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenThe responsibility of aligning institutional policies and procedures with Indigenous self-determination is founded on the deeper principle, running through UNDRIP, of restoring respectful, equitable relationships with Indigenous Peoples after centuries of unequal and exploitative engagements.
“It is founded on the deeper principle, running through UNDRIP, of restoring respectful, equitable relationships with Indigenous Peoples after centuries of unequal and exploitative engagements.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationThis Indigenous conception of lands refers to physical lands and waters, including longitude and latitude data, as well as the environmental, ethical, and spiritual relationships embedded in these physical spaces.
“This Indigenous conception of lands refers to physical lands and waters, including longitude and latitude data, as well as the environmental, ethical, and spiritual relationships embedded in these physical spaces (Liboiron, 2021).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Liboiron, 2021 source
Classified as probably not a substantial claim.
InterpretationreasoningAn implication of this right is the creation of complementary measures at research institutions to facilitate such review and implement such controls.
“An implication of this right is the creation of complementary measures at research institutions to facilitate such review and implement such controls.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningIDGov and Indigenous research governance overlap; some data are research-derived and are subject to both data and research governance.
“IDGov and Indigenous research governance overlap; some data are research-derived and are subject to both data and research governance.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThere are currently 574 distinct Indigenous Peoples in the US with explicit status under the federal recognition framework, while over 60 maintain such status with states.
“There are currently 574 distinct Indigenous Peoples in the US with explicit status under the federal recognition framework, while over 60 maintain such status with states (National Conference of State Legislatures, 2016; US Bureau of Indian Affairs, 2023).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites National Conference of State Legislatures, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites US Bureau of Indian Affairs, 2023
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningImplementation of IDSov approaches extends Indigenous Peoples' expectations around the responsible use of their data beyond the geographic, political, and social limits imposed by historical and ongoing colonial law and policy.
“Importantly, such implementation extends Indigenous Peoples' expectations around the responsible use of their data beyond the geographic, political, and social limits imposed by historical and ongoing colonial law and policy.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationResearchers and institutions need to understand that Indigenous Peoples have the sovereign right to regulate all research conducted on lands to which they relate, that incorporates their knowledges, and that involves their people.
“Researchers and institutions need to understand that Indigenous Peoples have the sovereign right to regulate all research (1) conducted on lands to which they relate, (2) that incorporates their knowledges, and (3) that involves their people (AIATSIS, 2012, 2020; Kukutai et al., 2023).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites AIATSIS, 2012, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Kukutai et al., 2023
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
Interpretationnone givenRecognizing Indigenous Peoples' "Authority to control" research requires respecting Indigenous Peoples' rights and interests in research and data, and creating data governance mechanisms in external institutions that reflect Indigenous Peoples' expectations.
“Recognizing Indigenous Peoples' “Authority to control” research requires (1) respecting Indigenous Peoples' rights and interests in research and data, and (2) creating data governance mechanisms in external institutions that reflect Indigenous Peoples' expectations.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningIndigenous research governance is an exercise of CARE's "Authority to control" Principle in both Indigenous and non-Indigenous research environments.
“In other words, Indigenous research governance is an exercise of CARE's “Authority to control” Principle in both Indigenous and non-Indigenous research environments.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningSubsequent changes in research practice catalyzed by big data, open science, digital storage, and open data may call for further revisions to ensure that Indigenous Peoples' data remain under Indigenous control.
“However, subsequent changes in research practice catalyzed by big data, open science, digital storage, and open data may call for further revisions to ensure that Indigenous Peoples' data remain under Indigenous control.”
Quote in the paperNot a substantial claim- Rests on an assumption: Research practice has undergone subsequent changes catalyzed by big data, open science, digital storage, and open data.
May combine two claims.
InterpretationreasoningExplicit or implicit status does not determine how Indigenous Peoples exercise sovereignty within their communities, but it does impact how they engage external entities that collect and use Indigenous data.
“While explicit or implicit status does not determine how Indigenous Peoples exercise sovereignty within their communities, it does impact how they engage external entities (e.g., governments, non-profits, corporations, research institutions) that collect and use Indigenous data.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningGiven the governance gap, Indigenous Peoples' sovereign actions in data governance are foundational.
“Given this governance gap, Indigenous Peoples' sovereign actions in data governance are foundational.”
Quote in the paperNot a substantial claim- Rests on an assumption: The data revolution has outpaced effective regulation by governments, Indigenous and otherwise.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationWide-ranging changes implicating a spectrum of data actors beyond Indigenous jurisdiction are needed to make data fair, accountable, and responsive to Indigenous Peoples' rights, interests, and responsibilities.
“However, wide-ranging changes implicating a spectrum of data actors beyond Indigenous jurisdiction are needed to make data fair, accountable, and responsive to Indigenous Peoples' rights, interests, and responsibilities (White House Office of Science and Technology Policy, 2022).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites White House Office of Science and Technology Policy, 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenConsistent compliance with Indigenous Peoples' research requirements calls for researchers and institutions to be aware of Indigenous Peoples' expectations.
“Consistent compliance with Indigenous Peoples' research requirements calls for researchers and institutions to be aware of Indigenous Peoples' expectations.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationnone givenA key justification for Indigenous self-determination is the collective ability to respond to external currents driven by nation-state priorities and global trends.
“A key justification for Indigenous self-determination is the collective ability to respond to external currents driven by nation-state priorities and global trends.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe need for awareness of Indigenous Peoples' expectations is amplified by practice trends driven by big data and open science involving large scale pooling of data as well as collaboration among researchers and entities.
“The need for such awareness is amplified by practice trends driven by big data and open science involving large scale pooling of data as well as collaboration among researchers and entities.”
Quote in the paperNot a substantial claim- Rests on an assumption: Practice trends driven by big data and open science involve large scale pooling of data as well as collaboration among researchers and entities.
The paper relies on this without support.
Indigenous sovereignty is inherent and not granted through legal recognition by external entities, whether national or international.
“Indigenous sovereignty is inherent and not granted through legal recognition by external entities, whether national or international.”
The paper relies on this without support.
The right of Indigenous Peoples to govern themselves as political communities preexisted the creation of the colonial societies and modern nation-states that continue to dictate their collective affairs.
“The right of Indigenous Peoples to govern themselves as political communities preexisted the creation of the colonial societies and modern nation-states that continue to dictate their collective affairs.”
The paper relies on this without support.
Indigenous Peoples, especially those without explicit status, face major barriers to exercising their inherent rights and engaging in areas of interest due to limited administrative capacity and access to resources as well as lack of formal recognition by federal and state governments.
“Indigenous Peoples, especially those without explicit status, face major barriers to exercising their inherent rights and engaging in areas of interest due to limited administrative capacity and access to resources as well as lack of formal recognition by federal and state governments.”
The paper relies on this without support.
Other Indigenous Peoples have implicit status, with a subset of those seeking explicit status with either federal or state authorities.
“Other Indigenous Peoples have implicit status, with a subset of those seeking explicit status with either federal or state authorities.”
The paper relies on this without support.
Today, Indigenous Peoples continue to develop their research governance infrastructures by harnessing their own ways of knowing, doing, and being.
“Today, Indigenous Peoples continue to develop their research governance infrastructures by harnessing their own ways of knowing, doing, and being.”
The paper relies on this without support.
They extend oversight outside their communities by ensuring that their expectations are applied by individuals and institutions through protocols and practices that uphold Indigenous research governance.
“They extend oversight outside their communities by ensuring that their expectations are applied by individuals and institutions through protocols and practices that uphold Indigenous research governance.”
The paper relies on this without support.
Due to varying colonial practices and legal regimes, Indigenous Peoples globally have had to re-exert their sovereign rights from positions of de jure or de facto sovereignty.
“However, due to varying colonial practices and legal regimes, Indigenous Peoples globally have had to re-exert their sovereign rights from positions of de jure (from the law) sovereignty (i.e., explicit status) or de facto (in practice) sovereignty (i.e., implicit status).”
The paper relies on this without support.
Each community ultimately is free to choose and require practices that meaningfully implement Indigenous research sovereignty in its own particular context.
“We note that although our discussion summarizes measures taken by a sampling of Indigenous Peoples, each community ultimately is free to choose and require practices that meaningfully implement Indigenous research sovereignty in its own particular context.”
The paper relies on this without support.
This expression of self-determination calls not only for a trusting and equitable relationship in which to understand and apply these practices, but also for Indigenous leadership in design and control of Indigenous research governance processes, both internally and in external, non-Indigenous environments that seek to or do include Indigenous Peoples.
“This expression of self-determination calls not only for a trusting and equitable relationship in which to understand and apply these practices, but also for Indigenous leadership in design and control of Indigenous research governance processes, both internally and in external, non-Indigenous environments that seek to or do include Indigenous Peoples.”
The paper relies on this without support.
Working with Indigenous Peoples is a privilege because Indigenous governments have primary authority over research conducted on their lands and with their members.
“Working with Indigenous Peoples is a privilege because Indigenous governments have primary authority over research conducted on their lands and with their members.”
The paper relies on this without support.
The principles grounding our discussion of research sovereignty align among Indigenous Peoples globally, especially across similarly situated communities in Australia, Aotearoa New Zealand, and Canada.
“The principles grounding our discussion of research sovereignty align among Indigenous Peoples globally, especially across similarly situated communities in Australia, Aotearoa New Zealand, and Canada.”
The paper relies on this without support.
Research practice has undergone subsequent changes catalyzed by big data, open science, digital storage, and open data.
“However, subsequent changes in research practice catalyzed by big data, open science, digital storage, and open data may call for further revisions to ensure that Indigenous Peoples' data remain under Indigenous control.”
The paper relies on this without support.
Practice trends driven by big data and open science involve large scale pooling of data as well as collaboration among researchers and entities.
“The need for such awareness is amplified by practice trends driven by big data and open science involving large scale pooling of data as well as collaboration among researchers and entities.”
The paper relies on this without support.
The data revolution has outpaced effective regulation by governments, Indigenous and otherwise.
“This pertains especially to the “data revolution”, which has outpaced effective regulation by governments, Indigenous and otherwise.”
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Self-citation3. Enhancing Genomic Research Through the Lens of Indigenous Data Sovereignty
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Self-citationIndigenous Digital Sovereignty
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Self-citation
- Authors
- Garba, I., Sterling, R., Plevel, R., Carson, W., Cordova-Marks, F. M., Cummins, J., Curley, C., David-Chavez, D., Fernandez, A., Hiraldo, D., Hiratsuka, V., Hudson, M., Jäger, M. B., Jennings, L. L., Martinez, A., Yracheta, J., Garrison, N. A., & Carroll, S. R.
- Affiliations
- University of Arizona (US)
- University of Waikato (NZ)
- Colorado State University (US)
- University of North Carolina at Chapel Hill (US)
- University of Alaska Anchorage (US)
- Johns Hopkins University (US)
- University of California, Los Angeles (US)
- Corresponding author
- Garba, Ibrahim
- ORCID
- Venue
- Frontiers in Research Metrics and Analytics
- Publisher
- Frontiers Media SA
- Published
- 2023-11-15
- Volume
- 8
- Pages
- 1272318-1272318
- ISSN
- 2504-0537 (ISSN-L)
- PMC
- PMC10685893
- OpenAlex
- W4388716418
- Semantic Scholar
- b8405280a79a8029ceabc78cc26f5a9bc61a5570
- Cited by
- 56
- References
- 17
- Citations by year
- 2026: 21 · 2025: 19 · 2024: 14 · 2023: 2
- FWCI
- 15.13
- 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)
- UA Campus Repository (The University of Arizona) (submittedVersion, cc-by)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- Issue Lab (Candid) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- UNC Libraries
- Funders
- U.S. Department of Agriculture
- University of California Berkeley
- National Institutes of Health
- U.S. Forest Service
- National Institute of General Medical Sciences (S06GM142123)
- 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 data governance, Indigenous self-determination, CARE principles, Indigenous participation in research, Indigenous decision-making
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-30.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-30.
Cited sources are checked by gpt-6-sol.
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.
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