ReviewEClinicalMedicine2022
A framework for operationalising Aboriginal and Torres Strait Islander data sovereignty in Australia: Results of a systematic literature review of published studies.
Review in EClinicalMedicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Opportunities for a national genomic data governance framework in Australia: a systematic review.BMC medical ethics · 2025Pooled it
- Striving for Racial Equity in Oral Cancer Research: A Case Study.The Medical journal of Australia · 2026Article
- Where to Next for Māori Health Research Review Processes? Insights Into the Indigenous Context: An Integrative Systematic Literature Review.Journal of the Royal Society of New Zealand · 2026Review
- Poipoia Te Kākano Kia Puāwai: The Operationalisation of Māori Data Sovereignty in Aotearoa-A Scoping Literature Review.Journal of the Royal Society of New Zealand · 2026Review
- Increasing Innu participation in public health: a qualitative study of data governance among Innu in Labrador, Canada.BMJ public health · 2026Article
- Indigenous people's perspectives on sharing health data for service delivery purposes: an inquiry using Indigenous methodologies.The Lancet regional health. Western Pacific · 2025Article
- Article
- 'I Think That Is a Big Step From Here to There': Exploring the Views of Service Providers About Delivering Drug- and Alcohol-Related Health Services to Aboriginal People in Rural New South Wales.Drug and alcohol review · 2025Article
- Understanding co-production of injury research in Australian Aboriginal and Torres Strait Islander communities: a comprehensive scoping review.Injury epidemiology · 2025Article
- Decolonisation, Indigenous health research and Indigenous authorship: sharing our teams' principles and practices.The Medical journal of Australia · 2024Article
- Indigenous Women and Their Nutrition During Pregnancy (the Mums and Bubs Deadly Diets Project): Protocol for a Co-designed mHealth Resource Development Study.JMIR research protocols · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRacial health disparities are only likely to be meaningfully improved by tailoring public health and clinical interventions to the specific needs of Indigenous people and their communities. Accurate tailoring relies on the availability of high-quality Indigenous-specific data. The potential benefits of increased availability of Indigenous data need to be balanced by efforts to ensure those data are collected and used appropriately. This paper identifies characteristics of Indigenous Data Sovereignty (IDS) principles and considers a framework for operationalisation.
methodsA PRISMA compliant search of the literature was undertaken, using methods detailed in the Cochrane Collaboration Handbook on Systematic Reviews of Health Promotion and Public Health Interventions (1). The search strategy comprised two steps: a search of 11 scientific electronic databases and five grey literature sources. The search was limited by date of publication (1 January 2000 to 1 December 2021). The following keywords and subject heading terms were used: (exp Aboriginal and Torres Strait Islander or Aborigin* or Torres Strait Island* or, Oceanic ancestry group) and (exp research or biomedical research or population surveillance or translational medical research or, research design) and (exp data or datasets or data collection or data management or health surveys or information dissemination or, intellectual property) and (exp self-determination or ownership or control or access or possession or OCAP or sovereignty or, ethics) and, (exp Australia). IDS principles: (i) ownership; (ii) control; (iii) accessibility; (iv) custodianship; (v) accountability to Indigenous people; (vi) amplify Community voice; (vii) relevant and reciprocal; and (viii) sustainably self-determining. Using standard data extraction forms, we examined relevant Australian studies to identify key characteristics and frequency with which they cited IDS principles. These findings were consolidated into an operationalisation framework.
findings34 relevant Australian published studies were identified. The most frequently cited IDS principles were Accountability to Aboriginal and Torres Strait Islander peoples and sustainably self-determining. The least frequently cited principle was Access. A framework to operationalise IDS principles is proposed that is both standardised internationally and able to be tailored to the diverse contexts of Indigenous peoples.
interpretationIDS is emergent in Australia and there is a clear need to establish an agreed set of International IDS principles and a framework for their operationalisation and contextualisation across diverse Indigenous communities and contexts.
fundingThis research project is funded through an Australian Research Council (ARC) Discovery Grant from 2017 to 2022. The National Drug and Alcohol Research Centre (NDARC) is funded by the Australian Government Department of Health. The 1st author (ST) is supported by a scholarship co-funded by NDARC and the Lowitja Institute.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.