ReviewInternational journal for equity in health2022
Indigenous health equity in health register ascertainment and data quality: a narrative review.
Review in International journal for equity in health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 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
6 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Indigenous approaches to perinatal mental health: a systematic review with critical interpretive synthesis.Archives of women's mental health · 2023Pooled it
- Disparities in survival after cervical cancer between tribal and rural women in Tamil Nadu, India: A retrospective cohort study.Journal of family medicine and primary care · 2026Article
- Infectious disease outcomes associated with inadequate housing and access to healthy living practices in Australia: a systematic review.BMJ public health · 2026Article
- No excuses - improving child public health outcomes in humanitarian settings requires reliable data.PLOS global public health · 2025Article
- Prioritizing indigenous health equity in health registers: an environmental scan of strategies for equitable ascertainment and quality data.Global health research and policy · 2022Article
- The hidden epidemiology of trauma in Nunavik: a call for a dedicated trauma registry.Canadian journal of surgery. Journal canadien de chirurgieArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHealth registers play an important role in monitoring distribution of disease and quality of care; however, benefit is limited if ascertainment (i.e., the process of finding and recruiting people on to a register) and data quality (i.e., the accuracy, completeness, reliability, relevance, and timeliness of data) are poor. Indigenous peoples experience significant health inequities globally, yet health data for, and about, Indigenous peoples is often of poor quality. This narrative review aimed to (i) identify perceived barriers for the ascertainment of Indigenous peoples on health registers, and (ii) collate strategies identified and used by health registers to support comprehensive ascertainment and high-quality data for Indigenous peoples.
methodsA Kaupapa Māori theoretical framework was utilized to guide this work. Four electronic databases were systematically searched for original articles and screened for eligibility. Studies involving health registers with Indigenous population(s) identified were included if either ascertainment or data quality strategies were described. Data extraction focused on the reporting of research involving Indigenous peoples using the CONSIDER checklist domains, ascertainment, and data quality.
resultsSeventeen articles were included spanning publication between 1992 and 2020. Aspects of four of eight CONSIDER domains were identified to be included in the reporting of studies. Barriers to ascertainment were themed as relating to 'ethnicity data collection and quality', 'systems and structures', 'health services/health professionals', and 'perceptions of individual and community-level barriers'. Strategies to support ascertainment were categorized as 'collaboration', 'finding people', and 'recruitment processes'. Categorized strategies to support data quality were 'collaboration', 'ethnicity data collection and quality', 'systems-level strategies', and 'health service/health professional-level strategies'.
conclusionsPoor-quality data for Indigenous peoples in health registers prevents the achievement of health equity and exemplifies inaction in the face of need. When viewed through a critical structural determinants lens, there are visible gaps in the breadth of strategies, particularly relating to the inclusion of Indigenous peoples in health register and research governance, and actions to identify and address institutional racism. Indigenous led research, meaningful collaboration, and a sharing of knowledge and experiences between health registers is recommended to enable research and health registers that support Indigenous self-determination and health equity.
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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.