Cited by 367Indigenous Health, Education, and RightsIndigenous Cultures and HistoryDecolonial Thought and Epistemologies

Indigenous data, indigenous methodologies and indigenous data sovereignty

Open access
Walter, Maggie, Suina, Michele·2019·International Journal of Social Research Methodology

Abstract

The field of Indigenous methodologies has grown strongly since Tuhiwai Smith’s 1999 groundbreaking book Decolonizing Indigenous Methodologies. For the most part however, there has been a marked absence of quantitative methodologies with the methods aligned with Indigenous methodologies predominantly qualitative. This article proposes that the absence of an Indigenous presence from Indigenous data production has resulted in an overwhelming statistical narrative of deficit for dispossessed Indigenous peoples around the globe. Using the theoretical concept of Indigenous Lifeworlds this article builds on the core premises of Walter and Andersen’s 2013 book Indigenous quantitative methodologies. Arguing for a fundamental disturbance of the Western logics of statistical data the article details recent developments in the field including the emergence of the Indigenous Data Sovereignty movement. The article also explores Indigenous quantitative methodologies in practice using the case study of a Tribal Epidemiology Centre in New Mexico.

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Crossref · 10.1080/13645579.2018.1531228

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  • Indigenous Peoples are, and have always been, highly numerate in how they understand their worlds.

    “Though “quantitative avoidance can be linked to Indigenous Peoples' longstanding (and largely justified) suspicions around research using positivist methodologies,” it is important to note that “Indigenous [P]eoples are, and have always been, highly numerate in how we understand our worlds” (Walter & Suina, 2019, p. 233).”
  • Qualitative methods have dominated the literature on Indigenous research methods.

    “Though qualitative methods are often an appropriate Indigenous methodology and have dominated the literature on Indigenous research methods, they are not the only methods available for health research.”
  • Indigenous research methodologies have largely been focused on qualitative approaches.

    “As such, Indigenous research methodologies have largely been focused on qualitative approaches (Walter & Suina, 2019), which can be defined as:”
  • Deficit-based epidemiology has traditionally shown Indigenous Peoples and communities through a lens of disparity, deprivation, disadvantage, dysfunction, and difference.

    “This approach is in distinct contrast to deficit-based epidemiology that has traditionally shown Indigenous Peoples and communities through a lens of “disparity, deprivation, disadvantage, dysfunction, and difference””
  • These practices remain exceptions under conditions of bandwidth scarcity, compute inequality, and exclusion from digital policy regimes.

    “Yet these practices remain exceptions under conditions of bandwidth scarcity, compute inequality, and exclusion from digital policy regimes (Walter & Suina, 2019).”

    From Towards a decolonial AI sovereignty model for indigenous educational settings (2026) · cites this paper as Walter & Suina, 2019

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Authors
Walter, M., & Suina, M.
Affiliations
  • University of Tasmania (AU)
  • Albuquerque Area Indian Health Board (US)
Corresponding author
Walter, Maggie
Venue
International Journal of Social Research Methodology
Published
2018-10-08
Volume
22
Issue
3
Pages
233-243
ISSN
  • 1364-5579 (ISSN-L)
  • 1464-5300
OpenAlex
W2897972628
Cited by
367
References
0
Citations by year
2026: 66 · 2025: 61 · 2024: 58 · 2023: 60 · 2022: 45 · 2021: 50 · 2020: 21 · 2019: 6
FWCI
20.36
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • International Journal of Social Research Methodology (publishedVersion)
  • UTAS Research Repository (submittedVersion)
  • Figshare (submittedVersion, cc-by)
Funders
no applicable Funding Agency
Topics
  • Social Sciences › Health › Indigenous Health, Education, and Rights
  • Social Sciences › Anthropology › Indigenous Cultures and History
  • Social Sciences › Anthropology › Decolonial Thought and Epistemologies
Keywords
Indigenous data sovereignty, Indigenous research methodologies, decolonial research, indigenous peoples

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