Indigenous Governance of Data Held by Organisations: How to Operationalise Indigenous Data Sovereignty Principles in Australia
References
- AIATSIS (2020) Australian Institute of Aboriginal and Torres Strait Islander Studies (AIATSIS) code of ethics for Aboriginal and Torres Strait Islander research. APO. Available at:
https://apo.org.au/node/308966 - Andersen, C. and Walter, M. (2013) Indigenous Statistics: A Quantitative Research Methodology (1st ed.). Routledge. Available at: 10.4324/9781315426570
- Anderson, J. et al. (2024) Recognizing Indigenous interests: Labeling DSI with provenance metadata – Policy brief. Available at: 10.5281/zenodo.13172148
- ATSILIRN (2012) ATSILIRN Protocols for libraries, archives and information services. aboriginal and torres straight islander library information and resource network. Available at:
https://www.aiatsis.gov.au/atsilirn/protocols.php (Accessed: 14 August 2024). - Axelsson, P. and Mienna, C.S. (2021)
‘The challenge of Indigenous data in Sweden’ , in Indigenous Data Sovereignty and Policy. Routledge, pp. 99–111. Available at: 10.4324/9780429273957-7 - Badman, A. and Kosinski, M. (2025) ‘What is metadata?’, IBM Think. Available at:
https://www.ibm.com/think/topics/metadata (Accessed: 20 June 2026). - Barrowcliffe, R. et al. (2025)
‘Honouring Indigenous knowledges: Guidance for respectful practice and attribution in academic works’ , in Indigenous Research Knowledges and Their Place in the Academy. Springer. pp. 15–29. Available at: 10.1007/978-3-031-92703-4_2 - Bengoetxea, J. (2021)
‘Data governance in the Basque Country: Victims and memories of violent conflicts’ , in Indigenous Data Sovereignty and Policy. Routledge. pp. 112–129. Available at: 10.4324/9780429273957-8 - Bishop, D. (2016)
‘Indigenous peoples and the official statistics system in Aotearoa/New Zealand’ , in T. Kukutai and J. Taylor (eds.) Indigenous data sovereignty: Toward an agenda. Canberra, Australia: Australian National University Press. Available at: 10.22459/CAEPR38.11.2016.16 - Bodkin-Andrews, G. et al. (2024)
‘Investigating racism measures through an Indigenous Data Sovereignty lens’ , in J. Cook, Q. Maire, and J. Wyn (eds.) Longitudinal Methods in Youth Research. Perspectives on Children and Young People. Singapore: Springer Nature Singapore. pp. 163–185. Available at: 10.1007/978-981-97-2332-4_13 - British Columbia First Nations’ Data Governance Initiative (2018) BC First Nations Regional Information Governance Centre (RIGC). Available at:
https://www.bcfndgi.com (Accessed: 5 December 2025). - Carroll, S. et al. (2020) ‘The CARE principles for Indigenous data governance’, Data Science Journal, 19, pp. 43–43. Available at: 10.5334/dsj-2020-043
- Carroll, S. et al. (2023)
‘Indigenous Data Sovereignty, repatriation and the biopolitics of DNA’ , in Repatriation, Science and Identity. Routledge, pp. 234–259. Available at: 10.4324/9781003144953-11 - Carroll, S.R. et al. (2021) ‘Operationalizing the CARE and FAIR Principles for Indigenous data futures’, Scientific Data, 8(1), p.
108 . Available at: 10.1038/s41597-021-00892-0 - Carroll, S.R. et al. (2022) ‘Extending the CARE Principles from tribal research policies to benefit sharing in genomic research’, Frontiers in Genetics, 13. Available at:
https://www.frontiersin.org/articles/10.3389/fgene.2022.1052620 - Castellano, M. (2004) ‘Ethics of Aboriginal research’, Journal of Indigenous Health, 1(1), pp. 98–114.
- Closing the Gap (2020) National agreement on closing the gap. Available at:
https://www.closingthegap.gov.au/national-agreement (Accessed: 20 June 2026). - Collaboratory for Indigenous Data Governance (n.d.) CARE data maturity model. Available at:
https://indigenousdatalab.org/care-data-maturity-model/ (Accessed: 17 June 2026). - Davis, M., Kukutai, T. and Taylor, J. (2016)
‘Data and the United Nations declaration on the rights of Indigenous peoples’ , in Indigenous data sovereignty: Toward an agenda. Canberra, Australia: Australian National University Press. pp. 25–38. Available at: 10.22459/CAEPR38.11.2016.02 - FAO (2016) Free prior and informed consent: An indigenous peoples’ right and a good practice for local communities: Manual for project practitioners. Rome: Food and Agriculture Organization of the United Nations. Available at:
https://openknowledge.fao.org/server/api/core/bitstreams/8a4bc655-3cf6–44b5-b6bb-ad2aeede5863/content (Accessed: 20 June 2026). - First Archivist Circle (2007) Protocols for Native American archival materials.
- First Nation’s Information Governance Centre. (2018) The First Nations Principles of OCAP®. Available at:
https://fnigc.ca (Accessed: 20 June 2026). - First Nations Information Governance Centre (n.d.) The First Nations Principles of OCAP® Available at:
https://fnigc.ca/ocap-training/ (Accessed: 14 December 2023). - Fogarty, W. et al. (2018) Deficit discourse and strengths-based approaches: Changing the narrative of Aboriginal and Torres Strait Islander health and wellbeing. Lowitja Institute. Available at:
https://www.lowitja.org.au/wp-content/uploads/2023/05/deficit-discourse-strengths-based.pdf - Gardiner, G. et al. (2011) ‘Respect, trust and engagement: creating an Australian indigenous data archive’, Collection Building, 30(4), pp. 148–152. Available at: 10.1108/01604951111181100
- GIDA (2023) Global Indigenous Data Alliance. Available at:
https://www.gida-global.org (Accessed: 13 August 2024). - Golan, J. et al. (2022) ‘Benefit sharing: Why inclusive provenance metadata matter’, Frontiers in Genetics, 13, p.
1014044 . Available at: 10.3389/fgene.2022.1014044 - Hammond, W. and Zimmerman, R. (2012) A strengths-based perspective. Alberta, Canada: Resiliency Initiatives. pp. 1–8.
- Hasson, F., Keeney, S. and McKenna, H. (2000) ‘Research guidelines for the Delphi survey technique’, Journal of Advanced Nursing, 32(4), pp. 1008–1015. Available at: 10.1046/j.1365-2648.2000.t01-1-01567.x
- Hudson, M. et al. (2023) ‘“Indigenous Peoples” Rights in data: A contribution toward Indigenous Research Sovereignty’, Frontiers in Research Metrics and Analytics, 8. Available at: 10.3389/frma.2023.1173805
- Hudson-Vitale, C. and Moulaison-Sandy, H. (2019) ‘Data Management Plans: A review’, DESIDOC Journal of Library & Information Technology, 1(39), p.
6 . Available at: 10.14429/djlit.39.06.15086 - IBM (2024) What is a data structure? IBM Think. Available at:
https://www.ibm.com/think/topics/data-structure (Accessed: 20 June 2026). - IEEE (2025) IEEE recommended practice for provenance of Indigenous Peoples’ Data (IEEE Std 2890–2025). New York: Institute of Electrical and Electronics Engineers. Available at:
https://standards.ieee.org/ieee/2890/10318/ (Accessed: 20 June 2026). - Janke, T. (2019) ‘Protocols for using first nations cultural and intellectual property in the arts’, Compiled Document, Australia Council for the Arts, Sydney, Australia [Preprint].
- Jelfs, P. (2016) ‘“The Australian Bureau of Statistics” Aboriginal and Torres Strait Islander enumeration and engagement strategies: challenges and future options’, Indigenous Data Sovereignty, 275. Available at: 10.22459/CAEPR38.11.2016.15
- Jennings, L. et al. (2025) ‘Governance of Indigenous data in open earth systems science’, Nature Communications, 16(1), p.
572 . Available at: 10.1038/s41467-024-53480-2 - Johnson-Zafiris, M. (2024) Akwesasne and the History of Hydropower. Available at:
https://magazine.scienceforthepeople.org/online/akwesasne-and-the-history-of-hydropower/ (Accessed: 9 November 2025). - Jones, R. et al. (2018) ‘Study protocol: Our Cultures Count, the Mayi Kuwayu Study, a national longitudinal study of Aboriginal and Torres Strait Islander wellbeing’, BMJ Open, 8(6), p.
e023861 . Available at: 10.1136/bmjopen-2018-023861 - Kukutai, T., Campbell-Kamariera, K., Mead, A., Mikaere, K., Moses, C., Whitehead, J. and Cormack, D. (2023). Māori data governance model. Te Kāhui Raraunga.
- Kukutai, T. and Cormack, D. (2020)
‘“Pushing the space”: Data sovereignty and self-determination in Aotearoa NZ’ , in T. Kukutai and D. Cormack (eds.) Indigenous data sovereignty and policy. Routledge. pp. 21–35. Available at: 10.4324/9780429273957-2 - Kukutai, T. and Taylor, J. (2016)
“Data sovereignty for Indigenous peoples: current practice and future needs,” in Indigenous data sovereignty: Toward an agenda. ANU Press. Available at: 10.22459/CAEPR38.11.2016.01 - Library of Congress (n.d.) Library of Congress, Washington, D.C., USA. Available at:
https://www.loc.gov/collections/ancestral-voices/about-this-collection/ (Accessed: 4 December 2025). - Local Contexts (n.d.). Available at:
https://localcontexts.org/about/ (Accessed: 15 August 2024). - Long Now (2019) Digital Repatriations: Historic Recordings Returned to Passamaquoddy Tribe. Available at:
https://longnow.org/ideas/digital-repatriations-historic-recordings-returned-to-passamaquoddy-tribe/ (Accessed: 9 November 2025). - Lovett, R. et al. (2024) Yarrabah Counts: A guide to creating sovereign Indigenous community data.
- Lovett, R., Brinckley, M.M., et al. (2020) ‘Marrathalpu mayingku ngiya kiyi. Minyawaa ngiyani yata punmalaka; wangaaypu kirrampili kara [Ngiyampaa title]; In the beginning it was our people’s law. What makes us well; to never be sick. Cohort profile of Mayi Kuwayu: The National Study of Aboriginal and Torres Strait Islander Wellbeing [English title]’, Australian Aboriginal Studies, 2, pp. 8–30. Available at: 10.3316/informit.705705172059519
- Lovett, R., Lee, V., Kukutai, T., Cormack, D., Rainie, S.C. and Walker, J. (2019)
‘Good data practices for Indigenous Data Sovereignty and Governance’ , in A. Daly, S.K. Devitt and M. Mann (eds.) Good Data. Amsterdam: Institute of Network Cultures. pp. 26–36. - Lovett, R., Prehn, J., et al. (2020) ‘Knowledge and power: The tale of Aboriginal and Torres Strait Islander data’, Australian Aboriginal Studies 2, pp. 2–7.
- Maiam Nayri Wingara Indigenous Data Sovereignty Collective (2018) Maiam Nayri Wingara Indigenous Data Sovereignty Principles. Maiam Nayri Wingara. Available at:
https://www.maiamnayriwingara.org/mnw-principles (Accessed: 2 July 2025). - Maiam nayri Wingara Indigenous Data Sovereignty Collective and Australian Indigenous Governance Institute (2018) Australian Indigenous Data Sovereignty Principles: Communique. Canberra, Australia: Maiam nayri Wingara. Available at:
https://static1.squarespace.com/static/5b3043afb40b9d20411f3512/t/5b6c0f9a0e2e725e9cabf4a6/1533808545167/Communique%2B-%2BIndigenous%2BData%2BSovereignty%2BSummit.pdf - Maiam nayri Wingara, Australian Indigenous Governance Institute and Lowitja Institute (2023) Indigenous Data Governance Communique: National Indigenous Data Sovereignty Summit, 2023. Cairns, QLD, 13 June. Available at:
Indigenous Data Governance Communique 2023 (Accessed: 31 July 2026). - Marley, T.L. (2020)
‘Indigenous Data Sovereignty and the role of universities’ , in Indigenous data sovereignty and policy. Routledge. pp. 157–168. Available at: 10.4324/9780429273957-11 - MK Study (2022) Mayi Kuwayu National study of Aboriginal and Torres Strait Islander wellbeing. Available at:
https://mkstudy.com.au/ (Accessed: 15 August 2024). - Mukurtu (n.d.). Available at:
https://mukurtu.org/project/passamaquoddy-people/ (Accessed: 4 December 2025). - Native BioData Consortium (n.d). Available at:
https://nativebio.org/ (Accessed: November 9, 2025). - Passamaquoddy People (n.d.). Available at:
https://passamaquoddypeople.com/format/wax-cylinder (Accessed: 4 December 2025). - Rainie, S.C. et al. (2019)
‘Indigenous data sovereignty’ , in T. Davies et al. (eds.) The state of open data: Histories and horizons. Cape Town and Ottawa: African Minds and the International Development Research Centre. pp. 300–319. - Rodríguez, O. (2021)
‘Indigenous policy and Indigenous data in Mexico’ , in Indigenous Data Sovereignty and Policy. Routledge. pp. 130–148. Available at: 10.4324/9780429273957-9 - Rosenberg, D. (2013)
‘Data before the fact’ , in L. Gitelman (ed.) “Raw Data” Is an Oxymoron. Cambridge, MA: MIT Press. pp. 15–40. Available at: 10.7551/mitpress/9302.003.0003 - Schnarch, B. (2004) ‘Ownership, control, access, and possession (OCAP) or self-determination applied to research: A critical analysis of contemporary First Nations research and some options for First Nations communities’, International Journal of Indigenous Health, 1(1), pp. 80–95. Available at: 10.1037/e509012013-037
- Smith, D.E. (2016)
‘Governing data and data for governance: the everyday practice of Indigenous sovereignty’ , in Indigenous data sovereignty: Toward an agenda. Canberra, Australia: Australian National University Press. pp. 117–135. Available at: 10.22459/CAEPR38.11.2016.07 - Smith, W. and Hall, T.D. (1871) A Copious and Critical English-Latin Dictionary. American Book Company.
- Snipp, C.M. (2016)
‘What does data sovereignty imply: What does it look like’ , in Indigenous data sovereignty: Toward an agenda. Canberra, Australia: Australian National University Press. pp. 39–55. Available at: 10.22459/CAEPR38.11.2016.03 - Taitingfong, R. et al. (2024) ‘Aligning policy and practice to implement CARE with FAIR through Indigenous Peoples’ protocols’, Acta Borealia, 41(2), pp. 80–90. Available at: 10.1080/08003831.2024.2410112
- Te Mana Raraunga. (n.d.) Māori Data Sovereignty Network. Available at:
https://www.temanararaunga.maori.nz/ (Accessed: 15 August 2026). - Thorpe, K. (2024) ‘Returning love to Ancestors captured in the archives: Indigenous wellbeing, sovereignty and archival sovereignty’, Archival Science, 24(2), pp. 125–142. Available at: 10.1007/s10502-024-09440-2
- Thorpe, K., Faulkhead, S. and Booker, L. (2020)
‘Transforming the archive’ , in C. Fforde, C.T. McKeown, and H. Keeler (eds.) The Routledge Companion to Indigenous Repatriation. 1st ed. Routledge. pp. 822–834. Available at: 10.4324/9780203730966-53 - United Nations (2007) United Nations Declaration on the Rights of Indigenous Peoples. General Assembly Resolution 61/295, A/RES/61/295, 13 September 2007. New York: United Nations.
- United Nations Statistics Division (2025)
‘Chapter 5: National data ecosystems and governance’ , in Handbook on management and organization of national statistical systems. New York: United Nations. Available at:https://unstats.un.org/capacity-development/handbook/chapters/Chapter5_Handbook_2025A_202505.pdf (Accessed: 20 June 2026). - U.S. Indigenous Data Sovereignty Network. (n.d.) U.S. Indigenous Data Sovereignty Network. Available at:
https://usindigenousdatanetwork.org/ (Accessed: 15 August 2026). - Walter, M. (2016)
‘Data politics and Indigenous representation in Australian statistics’ , in Indigenous data sovereignty: Toward an agenda. Canberra, Australia: Australian National University Press. pp. 79–98. Available at: 10.22459/CAEPR38.11.2016.05 - Walter, M. (2018) ‘The voice of indigenous data: Beyond the markers of disadvantage’, Griffith Review, 60, pp. 256–263.
- Walter, M. and Carroll, S.R. (2021)
‘Indigenous Data Sovereignty, governance and the link to Indigenous policy’ , in Indigenous Data Sovereignty and Policy. London and New York: Routledge. pp. 1–21. Available at: 10.4324/9780429273957-1 - Walter, M., Kukutai, T., et al. (eds.) (2021) Indigenous data sovereignty and policy. London and New York: Routledge. Available at:
https://library.oapen.org/handle/20.500.12657/42782 (Accessed: 27 May 2024). - Walter, M., Lovett, R., et al. (2021) ‘Indigenous Data Sovereignty in the era of big data and open data’, Australian Journal of Social Issues, 56(2), pp. 143–156. Available at: 10.1002/ajs4.141
- Wilson, L. and Barrowcliffe, R. (2022) ‘Green ribbon and blue ribbon stories: Applying a Bidjara Way of Knowing to understanding records’, Archives & Manuscripts, 50(2), pp. 43–59. Available at: 10.37683/asa.v50.10921
- Wright, A. et al. (2022) ‘Contextualising measures of everyday discrimination experienced by Aboriginal peoples: A place-based analysis from central Australia’, Journal of Rural Studies, 96, pp. 53–63. Available at: 10.1016/j.jrurstud.2022.10.011
- Yoorrook Justice Commission (2022) ‘Indigenous Data Sovereignty and Data Governance, Information Sheet’. Available at:
https://yoorrookjusticecommission.org.au/wp-content/uploads/2022/04/041922_Yoorrook_DataSovereigntyGuidance.pdf - Yu, P. (2011) ‘The power of data in Aboriginal hands’, Social science perspectives on the 2008 National Aboriginal and Torres Strait Islander Social Survey, pp. 11–12.
DOI: https://doi.org/10.5334/dsj-2026-032 | Journal eISSN: 1683-1470
Language: English
Page range: 32 - 32
Submitted on: Dec 6, 2025
Accepted on: Aug 5, 2026
Published on: Aug 20, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Keywords:
© 2026 Cassandra Sedran-Price, Riley Taitingfong, Rose Barrowcliffe, Jacob Prehn, Maggie Walter, Gawaian Bodkin-Andrews, Raymond Lovett, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.