Evidence map›Paper›PMID 37098617›Full record

ArticleInternational journal for equity in health2023

Social inequality, social networks, and health: a scoping review of research on health inequalities from a social network perspective.

Sylvia Keim-Klärner, Philip Adebahr, Stefan Brandt, Markus Gamper, Andreas Klärner, André Knabe, Annett Kupfer, Britta Müller, Olaf Reis, Nico Vonneilich and 3 more

Abstract readScoping Review
In one paragraph

Article in International journal for equity in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 1 pooled it
–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

17 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Understanding barriers and facilitators of adherence to lifestyle changes in prediabetes: a qualitative study.International journal of qualitative studies on health and well-being · 2026
    Observational
  3. Article
  4. Article
  5. Observational
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Healthcare (Basel, Switzerland) · 2025
    Review
  13. The Association Between Social Determinants of Health (SDoH) and Mental Health Status in the US.European journal of investigation in health, psychology and education · 2025
    Article
  14. Article
  15. Article
  16. Article
  17. Social Isolation, Self-Rated Health, and Self-Rated Oral Health among African Americans.Journal of health care for the poor and underserved · 2024
    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

13 authors.

Sylvia Keim-KlärnerThünen Institute of Rural Studies, Bundesallee 64, Brunswick, Germany. sylvia.keim-klaerner@thuenen.de.
Philip AdebahrInstitute of Sociology, University of Technology Chemnitz, Chemnitz, Germany.
Stefan BrandtLandesfrauenrat Mecklenburg-Vorpommern e.V., Rostock, Germany.
Markus GamperInstitut für vergleichende Bildungsforschung und Sozialwissenschaften, University of Cologne, Cologne, Germany.
Andreas KlärnerThünen Institute of Rural Studies, Bundesallee 64, Brunswick, Germany.
André KnabeRostocker Institut für Sozialforschung und gesellschaftliche Praxis e.V., Rostock, Germany.
Annett KupferInstitute of Social Pedagogy, Social Work and Welfare Studies, Technische Universität Dresden, Dresden, Germany.
Britta MüllerInstitute of Medical Psychology and Medical Sociology, Rostock University Medical Center, Rostock, Germany.
Olaf ReisKlinik für Psychiatrie, Neurologie, Psychosomatik und Psychotherapie im Kindes- und Jugendalter, Rostock University Medical Center, Rostock, Germany.
Nico VonneilichInstitute of Medical Sociology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Maxi A GanserMSB Medical School Berlin, Berlin, Germany.
Charlotte de BruynAlumna of MSB Medical School Berlin, Berlin, Germany.
Holger von der LippeMSB Medical School Berlin, Berlin, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis review summarises the present state of research on health inequalities using a social network perspective, and it explores the available studies examining the interrelations of social inequality, social networks, and health.

methodsUsing the strategy of a scoping review, as outlined by Arksey and O'Malley (Int J Sci Res Methodol 8:19-32, 2005), our team performed two searches across eight scientific, bibliographic databases including papers published until October 2021. Studies meeting pre-defined eligibility criteria were selected. The data were charted in a table, and then collated, summarised, and reported in this paper.

resultsOur search provided a total of 15,237 initial hits. After deduplication (n = 6,168 studies) and the removal of hits that did not meet our baseline criteria (n = 8,767 studies), the remaining 302 full text articles were examined. This resulted in 25 articles being included in the present review, many of which focused on moderating or mediating network effects. Such effects were found in the majority of these studies, but not in all. Social networks were found to buffer the harsher effects of poverty on health, while specific network characteristics were shown to intensify or attenuate the health effects of social inequalities.

conclusionsOur review showed that the variables used for measuring health and social networks differed considerably across the selected studies. Thus, our attempt to establish a consensus of opinion across the included studies was not successful. Nevertheless, the usefulness of social network analysis in researching health inequalities and the employment of health-promoting interventions focusing on social relations was generally acknowledged in the studies. We close by suggesting ways to advance the research methodology, and argue for a greater orientation on theoretical models. We also call for the increased use of structural measures; the inclusion of measures on negative ties and interactions; and the use of more complex study designs, such as mixed-methods and longitudinal studies.

Indexed as

PovertySocial NetworkingHumansSocioeconomic FactorsHealthInequalityOECDScoping reviewSocial networkSocial supportSocioeconomic status

Identifiers

PMID37098617
PMCPMC10131340

What OpenQuestion 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 OpenQuestion graph.