Evidence map›Paper›PMID 42661235›Full record

ArticleThe Milbank quarterly2026

Stigma as a Social Determinant of Health: A Policy Classification Framework and Call to Action.

Lisa Carter-Bawa

Abstract read
In one paragraph

Article in The Milbank quarterly, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Lisa Carter-BawaHackensack Meridian Health Center for Discovery and Innovation, Cancer Prevention Precision Control Institute.ORCID https://orcid.org/0000-0002-6448-6033

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Policy Points Stigma functions as a social determinant of health (SDOH), producing population health inequities through resource deprivation, social exclusion, constrained health care, physiological stress, and diminished agency-yet it lacks formal SDOH classification. Because stigma operates as a fundamental cause of health inequalities, policy responses must extend beyond health care systems to encompass housing, employment, education, and social participation. Discrimination is already classified as an SDOH; formal stigma classification would address the broader ecosystem that enables discrimination and the anticipated, internalized, and structural forms that produce harm even in its absence. CONTEXT: Despite substantial evidence that stigma produces measurable health inequities across conditions and populations, stigma remains absent from major social determinants of health (SDOH) frameworks. This absence persists even though discrimination-one manifestation of the broader stigma ecosystem-is already classified as an SDOH.

methodsDrawing on fundamental cause theory, we derive five criteria for SDOH classification and systematically evaluate stigma against each. We synthesize evidence from systematic reviews and meta-analyses across HIV, mental illness, lung cancer, obesity, and structural stigma research. Lung cancer serves as a running exemplar throughout.

findingsStigma meets all five criteria for SDOH classification: structural embedding in policies and institutions, health impact through multiple pathways extending well beyond health care systems, contribution to systematic health inequities, modifiability through multilevel intervention, and measurement feasibility through validated instruments. We identify five pathways through which stigma produces population health harm: resource deprivation, social exclusion, constrained health care access and quality, physiological stress and weathering, and diminished agency and identity.

conclusionsWe propose the stigma-as-social-determinant (SSD) classification framework as a policy translation tool that specifies the infrastructure needed to operationalize formal recognition. Critically, because stigma operates as a fundamental cause whose health effects extend far beyond clinical encounters, policy translation must not flow primarily through health care systems. Anti-stigma policy must engage housing, employment, education, and social policy alongside-not subordinate to-health care reform.

Indexed as

fundamental cause theoryhealth equityhealth policypolicy classification frameworkpopulation healthsocial determinants of healthsocial stigmastructural stigma

Identifiers

PMID42661235
PMCPMC13559940

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.