Evidence map›Paper›PMID 42774359›Full record

ArticleFrontiers in public health2026

From exposure to embedding: how interconnected social determinants drive health inequalities-a complex adaptive system dynamics approach.

Joachim P Sturmberg, Carmel M Martin, Stewart W Mercer, Mark J DeHaven, Holger Pfaff, Jeanette M Bennett

Abstract read
In one paragraph

Article in Frontiers in public health, 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

6 authors.

Joachim P SturmbergFaculty of Health and Medicine, School of Medicine and Public Health, University of Newcastle, Callaghan, VIC, Australia.
Carmel M MartinDepartment of Medicine, Nursing and Allied Health, Monash Health, Monash University, Clayton, VIC, Australia.
Stewart W MercerDepartment of Primary Care and Multimorbidity, Usher Institute, College of Medicine and Veterinary Medicine University of Edinburgh, Edinburgh, United Kingdom.
Mark J DeHavenAcademy for Research on Community Health, Engagement, and Services (ARCHES), University of North Carolina, Charlotte, NC, United States.
Holger PfaffFaculty of Medicine and University Hospital Cologne, Institute for Medical Sociology, Health Services Research and Rehabilitation Science (IMVR), University of Cologne, Cologne, Germany.
Jeanette M BennettDepartment of Psychological Science, StressWAVES Biobehavioral Research Lab, The University of North Carolina at Charlotte, Charlotte, NC, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The social determinants of health (SDOH)-including socioeconomic position, education, housing, and social networks-are fundamental drivers of health inequalities worldwide. These inequalities persist because social determinants interact dynamically across time and context, with health emerging from the interplay of social, political, environmental, and biological processes in which determinants act simultaneously as causes and consequences. Early-life exposures and historical conditions produce enduring physiological vulnerability through biological embedding, encompassing stress dysregulation, inflammation, and epigenetic modifications. Feedback loops, non-linearity, and path dependence stabilise disadvantage across the life course and across generations-mechanisms that explain why interventions targeting isolated risks or single factors often yield modest or context-dependent effects. A complex adaptive systems perspective reconceptualises health inequalities as emergent outcomes of these interacting social-biological processes and identifies leverage points where systemic, multi-level interventions can shift trajectories. Promising approaches include coordinated, place-based strategies, relational continuity in primary care, and strengthened social infrastructure.

Indexed as

Health Status DisparitiesSocial Determinants of HealthHumansSocioeconomic Disparities in Healthbiological embeddingcomplex adaptive systemshealthhealth care systemhealth policypsychoneuroimmunologysocial determinants of health

Identifiers

PMID42774359
PMCPMC13593856

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.