Evidence map›Paper›PMID 36031426›Full record

ArticleThe Journal of thoracic and cardiovascular surgery2024

Socioeconomic distress is associated with failure to rescue in cardiac surgery.

Raymond J Strobel, Emily F Kaplan, Andrew M Young, Evan P Rotar, J Hunter Mehaffey, Robert B Hawkins, Mark Joseph, Mohammed A Quader, Leora T Yarboro, Nicholas R Teman and 1 more

Abstract read
In one paragraph

Article in The Journal of thoracic and cardiovascular surgery, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

  1. Pediatric Tracheostomy Speaking Valve Assessment: A Golden Opportunity for Quality Improvement and Reduction of Healthcare Disparities.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2026
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  12. Heart transplantation in patients from socioeconomically distressed communities.The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation · 2024
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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

11 authors.

Raymond J StrobelDivision of Cardiac Surgery, Department of Surgery, University of Virginia, Charlottesville, Va; Virginia Cardiac Services Quality Initiative, South Riding, Va.
Emily F KaplanSchool of Medicine, University of Virginia, Charlottesville, Va.
Andrew M YoungDivision of Cardiac Surgery, Department of Surgery, University of Virginia, Charlottesville, Va; Virginia Cardiac Services Quality Initiative, South Riding, Va.
Evan P RotarDivision of Cardiac Surgery, Department of Surgery, University of Virginia, Charlottesville, Va; Virginia Cardiac Services Quality Initiative, South Riding, Va.
J Hunter MehaffeyDivision of Cardiac Surgery, Department of Surgery, University of Virginia, Charlottesville, Va; Virginia Cardiac Services Quality Initiative, South Riding, Va.
Robert B HawkinsVirginia Cardiac Services Quality Initiative, South Riding, Va; Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich.
Mark JosephVirginia Cardiac Services Quality Initiative, South Riding, Va; Division of Cardiovascular and Thoracic Surgery, Department of Surgery, Virginia Tech Carilion School of Medicine, Roanoke, Va.
Mohammed A QuaderVirginia Cardiac Services Quality Initiative, South Riding, Va; Division of Cardiothoracic Surgery, Department of Surgery, Virginia Commonwealth University, Richmond, Va.
Leora T YarboroDivision of Cardiac Surgery, Department of Surgery, University of Virginia, Charlottesville, Va; Virginia Cardiac Services Quality Initiative, South Riding, Va.
Nicholas R TemanDivision of Cardiac Surgery, Department of Surgery, University of Virginia, Charlottesville, Va; Virginia Cardiac Services Quality Initiative, South Riding, Va. Electronic address: NRT4C@virginia.edu.
Investigators for the Virginia Cardiac Services Quality Initiative

Funding

Cardiovascular Surgery Training ProgramT32HL007849 · NHLBI · UNIVERSITY OF VIRGINIA CHARLOTTESVILLE · PI KRON, IRVING L., LAUBACH, VICTOR E · 1998 to 2025
$7.0M
Network for Cardiothoracic Surgical Investigations in Cardiovascular MedicineUM1HL088925 · NHLBI · UNIVERSITY OF VIRGINIA · PI BADHWAR, VINAY, KRON, IRVING L. · 2013 to 2025
$6.8M
NHLBI NIH HHS T32 HL007849NHLBI NIH HHS UM1 HL088925
6 · The paper itself

Abstract

objectiveThe influence of socioeconomic determinants of health on failure to rescue (mortality after a postoperative complication) after cardiac surgery is unknown. We hypothesized that increasing Distressed Communities Index, a comprehensive socioeconomic ranking by ZIP code, would be associated with higher failure to rescue.

methodsPatients undergoing Society of Thoracic Surgeons index operation in a regional collaborative (2011-2021) who developed a failure to rescue complication were included. After excluding patients with missing ZIP code or Society of Thoracic Surgeons predicted risk of mortality, patients were stratified by Distressed Communities Index scores (0-no distress, 100-severe distress) based on education level, poverty, unemployment, housing vacancies, median income, and business growth. The upper 2 quintiles of distress (Distressed Communities Index >60) were compared to all other patients. Hierarchical logistic regression analyzed the association between Distressed Communities Index and failure to rescue.

resultsA total of 4004 patients developed 1 or more of the defined complications across 17 centers. Of these, 582 (14.5%) experienced failure to rescue. High socioeconomic distress (Distressed Communities Index >60) was identified among 1272 patients (31.8%). Before adjustment, failure to rescue occurred more frequently among those from socioeconomically distressed communities (Distressed Communities Index >60; 16.9% vs 13.4%, P = .004). After adjustment, residing in a socioeconomically distressed community was associated with 24% increased odds of failure to rescue (odds ratio, 1.24; confidence interval, 1.003-1.54; P = .044).

conclusionsIncreasing Distressed Communities Index, a measure of poor socioeconomic status, is associated with greater risk-adjusted likelihood of failure to rescue after cardiac surgery. These findings highlight that current quality metrics do not account for socioeconomic status, and as such underrepresent procedural risk for these vulnerable patients.

Indexed as

Cardiac Surgical ProceduresHumansPostoperative ComplicationsRetrospective StudiesSocial ClassSocioeconomic Factorsdisparitiesfailure to rescueoutcomes

Identifiers

PMID36031426
PMCPMC9852359

What OpenQuestion holds

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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.