Evidence map›Paper›PMID 42891221›Full record

ArticleSocial sciences & humanities open2026

Understanding the impact of socioeconomic deprivation on inpatient surgical care delivery costs in the Veterans Health Administration.

Andrea L Strayer, George Wehby, Yubo Gao, Michael A Jacobs, Carly A Jacobs, Heather Davila, Katherine E Hadlandsmyth, Susanne Schmidt, Paula K Shireman, Daniel E Hall and 1 more

Abstract read
In one paragraph

Article in Social sciences & humanities open, 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
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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

11 authors.

Andrea L StrayerDepartment of Veterans Affairs, Veterans Health Administration, Office of Academic Affiliations, VA Quality Scholars Advanced Fellowship Program, Iowa City Veterans Affairs Medical Center, Iowa City, IA, USA.ORCID 0000-0002-2632-8165
George WehbyDepartment of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, IA, USA.ORCID 0000-0001-7784-9908
Yubo GaoCenter for Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center, Iowa City, IA, USA.ORCID 0000-0003-1261-482X
Michael A JacobsCenter for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.ORCID 0000-0001-5440-7381
Carly A JacobsCenter for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.ORCID 0009-0008-6633-0981
Heather DavilaDepartment of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, IA, USA.ORCID 0000-0003-1832-7901
Katherine E HadlandsmythDepartment of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, IA, USA.ORCID 0000-0003-0513-4609
Susanne SchmidtDepartment of Population Health Sciences, University of Texas Health San Antonio, San Antonio, TX, USA.ORCID 0000-0001-7684-1648
Paula K ShiremanDepartments of Medical Physiology and Primary Care & Rural Medicine, College of Medicine, Texas A&M University, Bryan, TX, USA.ORCID 0000-0002-9701-5422
Daniel E HallCenter for Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center, Iowa City, IA, USA.ORCID 0000-0001-6382-0522
Mary Vaughan SarrazinCenter for Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center, Iowa City, IA, USA.

Funding

HSRD VA I01 HX003095
6 · The paper itself

Abstract

The impact of living in high neighborhood-level socioeconomic deprivation on inpatient surgery cost is not well known. This retrospective cohort study examines the relationship between the Area Deprivation Index (ADI) and noncardiac inpatient surgery costs in the Veterans Health Administration (VHA). Patients aged ≥65 years undergoing non-cardiac inpatient surgery during 2013-2019 were identified in Veterans Affairs Surgical Quality Improvement Program (VASQIP) data linked to additional VHA data sources. The cohort includes 136,631 predominantly male (97.7%) individuals with mean (SD) age of 72 (6.5) years. The 20,462 individuals with high ADI (>85) were more often Black race (27% vs 13.6%) with higher comorbidity burden (Gagne score 3.4 vs 3.1), higher frailty (29.1 vs 28.7), and more likely presenting with preoperative acute serious conditions (5.6% vs 4.5%) for more urgent (21.3% vs 18.7%) or emergent surgery (8.9% vs 8.1%, all p<0.001). After adjusting for facility and surgery year using regression, mean cost was $988 higher (95% CI: $657, $1319; p<0.001) for individuals with ADI>85. Using unconditional quantile regression, costs were even higher (>$1,600) for patients with ADI>85 at or above the 75

Indexed as

Area DeprivationOlder AdultsQuantile RegressionSurgical costsVeterans Health Administration

Identifiers

PMID42891221
PMCPMC13673955

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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.