Evidence map›Paper›PMID 37775458›Full record

ArticleAmerican journal of surgery2024

Social vulnerability is associated with higher risk-adjusted rates of postoperative complications in a broad surgical population.

Adam R Dyas, Heather Carmichael, Michael R Bronsert, Christina M Stuart, Denise M Garofalo, William G Henderson, Kathryn L Colborn, Richard D Schulick, Robert A Meguid, Catherine G Velopulos

Open access · greenAbstract read
In one paragraph

Article in American journal of surgery, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
6.9field-weighted citation impact, top 2% of its field
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

10 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 citations in OpenAlex.

  1. Pooled it
  2. Social vulnerability, access to care, and outcomes in hemophilia.Blood vessels, thrombosis & hemostasis · 2026
    Article
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  6. Association Between Social Vulnerability and Clinical Outcomes After Proximal Aortic Surgery.European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. National partnerships address critical needs in infection prevention and control.Antimicrobial stewardship & healthcare epidemiology : ASHE · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 2 institutions in 1 country.

Adam R DyasDepartment of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
Heather CarmichaelDepartment of Surgery, University of Colorado School of Medicine, Aurora, CO, USA.
Michael R BronsertSurgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
Christina M StuartDepartment of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA. Electronic address: christina.stuart@cuanschutz.edu.
Denise M GarofaloDepartment of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
William G HendersonDepartment of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
Kathryn L ColbornAdult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, CO, USA; Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA.
Richard D SchulickDepartment of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
Robert A MeguidDepartment of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
Catherine G VelopulosDepartment of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
University of Colorado Denver · USOutcomes Research Consortium · US

Funding

Modifiable factors in emergent presentation of potentially elective general surgical disease for patients who are insured or insurance-eligibleR01MD015122 · NIMHD · UNIVERSITY OF COLORADO DENVER · PI VELOPULOS, CATHERINE GARRISON · 2021 to 2025
$1.6M
NIMHD NIH HHS R01 MD015122
6 · The paper itself

Abstract

objectiveThe purpose of this study was to determine if an association between Social Vulnerability Index (SVI) and risk-adjusted complications exists in a broad spectrum of surgical patients. SUMMARY BACKGROUND DATA: Growing evidence supports the impact of social circumstances on surgical outcomes. SVI is a neighborhood-based measure accounting for sociodemographic factors putting communities at risk.

methodsThis was a multi-hospital, retrospective cohort study including a sample of patients within one healthcare system (2012-2017). Patient addresses were geocoded to determine census tract of residence and estimate SVI. Patients were grouped into low SVI (score<75) and high SVI (score≥75) cohorts. Perioperative variables and postoperative outcomes were tracked and compared using local ACS-NSQIP data. Multivariable logistic regression was performed to generate risk-adjusted odds ratios of postoperative complications in the high SVI cohort.

resultsOverall, 31,224 patients from five hospitals were included. Patients with high SVI were more likely to be racial minorities, have 12/18 medical comorbidities, have high ASA class, be functionally dependent, be treated at academic hospitals, and undergo emergency operations (all p ​< ​0.05). Patients with high SVI had significantly higher rates of 30-day mortality, overall morbidity, respiratory, cardiac and infectious complications, urinary tract infections, postoperative bleeding, non-home discharge, and unplanned readmissions (all p ​< ​0.05). After risk-adjustment, only the associations between high SVI and mortality and unplanned readmission became non-significant.

conclusionsHigh SVI was associated with multiple adverse outcomes even after risk adjustment for preoperative clinical factors. Targeted preventative interventions to mitigate risk of these specific complications should be considered in this high-risk population.

Indexed as

Quality ImprovementSocial VulnerabilityHumansPostoperative ComplicationsPostoperative HemorrhageRetrospective StudiesHealth disparityNational surgical quality improvement programRisk modelingSocial determinants of healthSocial vulnerability

Identifiers

PMID37775458
PMCPMC11665596
OpenAlexW4386987591

What OpenQuestion holds

Textmetadata
LicenceTDM
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.