Evidence map›Paper›PMID 40311048›Full record

ReviewHealth promotion and chronic disease prevention in Canada : research, policy and practice2025

Race-based sampling, measurement and monitoring in health data: promising practices to address racial health inequities and their determinants in Black Canadians.

Margaret Jamieson, Alexandra Blair, Beth Jackson, Arjumand Siddiqi

Abstract readReview
In one paragraph

Review in Health promotion and chronic disease prevention in Canada : research, policy and practice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Engaging in culturally responsive and antiracism research and programs for Black Canadian communities.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Margaret JamiesonInstitute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.
Alexandra BlairSocial Determinants of Health Division, Public Health Agency of Canada, Ottawa, Ontario, Canada.
Beth JacksonSocial Determinants of Health Division, Public Health Agency of Canada, Ottawa, Ontario, Canada.
Arjumand SiddiqiDalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionRacial health inequities are explained by inequities in access to medicaladvice and treatment, and the physiological effects of inequities in material conditions and everyday life; however, Canadian evidence on racial health inequities is limited. This review describes promising practices in population survey methods and approaches that can strengthen sampling, measurement and monitoring of racial health inequities and determinants of health for population subgroups within Canada-particularly Black Canadians.

methodsWe employed three steps to identify promising practices in Canada's peer countries and their applicability to the Canadian context. First, we conducted a scan of websites based on prior knowledge of population-level health surveys and datasets. Second, we conducted a review of publications from 2010 to 2020 to identify any missed surveys and datasets. Third, we conducted a targeted review of Canadian population-level health surveys and data sources to identify challenges to and opportunities for implementing these promising practices.

resultsWe identified 20 relevant surveys and data sources from the US, the UK, Australia and New Zealand. In several of Canada's peer countries, information on arealevel racial or ethnic concentration of residents is used to conduct targeted sampling strategies, increasing the non-White sample. Our search of the available Canadian datasets found that Canadian health surveys and administrative sources do not routinely incorporate these strategies.

conclusionCanada could improve the measurement and monitoring of racial health inequities by applying enhanced sampling practices to collect racial data in surveys and improving procedures for administrative and other routinely collected data sources. There are also novel predictive methods being used to improve sampling of non-White groups, though further investigation of these methods is required.

Indexed as

Black PeopleHealthcare DisparitiesHealth Status DisparitiesHealth SurveysCanadaHumansNorth American Peoplecensusesdeterminants of healthhealth equityhealth surveysracism

Identifiers

PMID40311048
PMCPMC12140144

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.