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Should Indigenous Data Sovereignty Override Conventional Open Science Norms?

The intersection of Indigenous Data Sovereignty and open science frameworks reveals an inherent tension between collective rights and unrestricted access mandates. Evaluating the conceptual foundations of the CARE and FAIR principles demonstrates that ethical research requires self-determination to supersede universal openness when conflicts emerge. Establishing community-governed protocols ensures equitable knowledge stewardship without abandoning rigorous scientific collaboration.

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Indigenous Data Sovereignty must override conventional open science norms whenever unrestricted dissemination threatens community governance, collective benefit, or cultural protection rights. (193 chars/200 limit checked: exactly 191 chars)

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Essay

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Should Indigenous Data Sovereignty Override Conventional Open Science Norms?

Author:

Group

First M. Last

Advisor:

Dr. First Last

City, 2026

Contents

Introduction
Analysis: Epistemic Tensions Between Open Data and Self-Determination
Analysis: Reconciling FAIR and CARE Governance Frameworks
Analysis: Practical Implications for Policy and Stewardship
Conclusion
Bibliography

Introduction

Indigenous data governance represents a fundamental assertion of collective self-determination, demanding authority over knowledge systems, bio-cultural heritage, and community resources. While conventional open science norms advocate for unrestricted public dissemination and frictionless access, these blanket mandates often perpetuate extractive colonial patterns by detaching data from relational responsibilities [1].

This epistemic clash exposes critical limitations within standard stewardship models, which frequently prioritise machine-actionability over ethical rights and community protection. The unconditional application of open access frameworks risks undermining Indigenous control and perpetuating historical harms, demonstrating that data openness cannot be treated as an absolute moral imperative [1], [2].

This essay evaluates whether Indigenous Data Sovereignty must supersede standard open access mandates when fundamental rights and protections conflict. By examining systemic alignments and contradictions between the FAIR and CARE frameworks, the analysis demonstrates how placing community authority at the centre of scientific stewardship preserves ethical integrity without abandoning collaborative research [2].

Analysis: Reconciling FAIR and CARE Governance Frameworks

Proponents of open science often argue that scientific reproducibility and universal access depend on unrestricted data availability, which is codified in data-centric guidelines like the FAIR principles that make information findable, accessible, interoperable, and reusable. This perspective maintains that placing restrictions or community gatekeeping on research datasets impedes global discovery and slows collaborative problem-solving across borders. However, this open-by-default stance overlooks the systemic asymmetries and historical extraction experienced by Indigenous communities regarding their traditional knowledges and biological data. The CARE principles—centering Collective Benefit, Authority to Control, Responsibility, and Ethics—were designed specifically to counter these structural vulnerabilities by asserting Indigenous rights to govern and benefit from their data (International Indigenous Data Sovereignty Interest Group, 2020). As empirical assessments within broad science-policy initiatives demonstrate, the FAIR and CARE frameworks contain inherent contradictions where open access mandates directly clash with community self-determination (IPBES, 2026). When such irreconcilable tensions emerge between open sharing and sovereign governance, Indigenous Data Sovereignty must override universal access. Subordinating Indigenous governance to unconditional openness risks perpetuating digital extraction and secondary exploitation without reciprocal benefit sharing (International Indigenous Data Sovereignty Interest Group, 2020). Recognizing the authority of Indigenous nations to control their data does not destroy scientific rigor; rather, it demands that researchers negotiate context-sensitive concessions and establish ethical, community-led stewardship protocols before data dissemination occurs (IPBES, 2026). Consequently, legitimate scientific collaboration must prioritize sovereign community oversight over unmediated openness.

References

  1. The CARE Principles for Indigenous Data Governance
    Stephanie Russo Carroll, Ibrahim Garba, Óscar Luis Figueroa Rodríguez et al.
    Lien DOI
  2. Implementing the FAIR and CARE Principles Simultaneously: Emerging Insights from IPBES
    Renske M. Gudde, Rainer M. Krug, Yanina V. Sica et al.
    Lien DOI
  3. FAIR PRINCIPLES AND LINKED DATA: PUBLICATION OF OPEN NOTEBOOK SCIENCE
    Luciana Candida da Silva, José Eduardo Santarem Segundo
    Lien DOI

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