Evidence mapPaperPMID 41324128Full record

SynthesisJournal of advanced nursing2026

Structural Vulnerability in Health Research: A Systematic Mixed Studies Review.

Levia A Sutton, Carmen Alvarez, Therese S Richmond, Sara F Jacoby

Abstract readSystematic Review
In one paragraph

Synthesis in Journal of advanced nursing, 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

4 authors.

Levia A SuttonUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0009-0007-5556-8559
Carmen AlvarezUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.
Therese S RichmondUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.
Sara F JacobyUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsTo systematically examine how structural vulnerability has been defined and operationalised in United States-based health research, identify conceptual consistencies and methodological gaps, and propose core dimensions of structural vulnerability along with implications for future application in health research.

designA systematic mixed-studies review using a parallel-results convergent synthesis design. DATA SOURCES: PubMed, Embase, Scopus and CINAHL were searched from first publication through 2024 using the terms 'structural* vulnerab*' AND health. REVIEW

methodsPeer-reviewed English-language empirical studies conducted in the United States that applied the concept of structural vulnerability were identified. The Mixed Methods Appraisal Tool was used to assess study quality. Study content was analysed to identify how structural vulnerability was defined and operationalised.

resultsThirty-seven predominantly high-quality studies published between 2011 and 2024 met inclusion criteria. Structural vulnerability was consistently defined through two interrelated dimensions: as a social positionality (characterised by constrained resilience, limited agency and imposed risks rooted in systemic discrimination and social hierarchies) and as a critical analytic framework for examining structural determinants of health. Quantitative studies predominantly used individual-level indicators (e.g., income, housing) and cross-sectional designs. Qualitative studies focused on experiences of structural vulnerability in relation to health outcomes and infrequently translated findings into structural interventions. The most frequently studied outcomes were infectious disease, substance use and mental health.

conclusionStructural vulnerability, as a conceptual and empirical lens, reveals how systems produce-and can potentially reduce-health risks. Findings underscore the need for geographically diverse and longitudinal studies, as well as multidimensional measures. Advancing health equity demands critiquing systemic causes of inequities and pursuing justice-oriented interventions. IMPLICATIONS FOR THE PROFESSION: Nursing, positioned at the intersection of public health, social sciences and policy, is uniquely equipped to engage structural vulnerability as a critical analytic tool to address health inequities, design interventions and advocate for policy reform. IMPACT: What problem did the study address? This study addressed a lack of clarity in the definition and operationalization of structural vulnerability in health research. What were the main findings? The definition of structural vulnerability is consistent across quantitative and qualitative studies, but there are marked variations in its operationalization. Quantitative studies predominantly rely on individual-level indicators, while qualitative studies use it as a theoretical framework to guide analysis, interpret findings and examine structural determinants of health. Where and on whom will the research have an impact? This review offers a clear framing for integrating structural vulnerability in health research in efforts to advance health equity. REPORTING

methodPRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) reporting guideline. NO PATIENT OR PUBLIC INVOLVEMENT: This study did not include patient or public involvement in its design, conduct or reporting.

Indexed as

Health Services ResearchSocial VulnerabilityVulnerable PopulationsHumansUnited Stateshealth equitynursingparallel‐results convergent synthesisstructural determinants of healthstructural vulnerabilitysystematic mixed studies review

Identifiers

PMID41324128
PMCPMC13267471

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.