Evidence map›Paper›PMID 41684876›Full record

ArticleHealth science reports2026

Association of Frailty and Perioperative Outcomes Across Surgical Specialties Between 2016 and 2018 Using the National Inpatient Sample Database: A Retrospective Cohort Study.

Miguel Gonzalez, Megan Huisingh-Scheetz, Lucia Madariaga, Daniel S Rubin

Abstract read
In one paragraph

Article in Health science reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

4 authors.

Miguel GonzalezPritzker School of Medicine University of Chicago Chicago Illinois USA.ORCID https://orcid.org/0000-0002-9479-7502
Megan Huisingh-ScheetzSection of Geriatrics and Palliative Medicine University of Chicago Chicago Illinois USA.
Lucia MadariagaDepartment of, Surgery University of Chicago Chicago Illinois USA.
Daniel S RubinDepartment of Anesthesia and Critical Care University of Chicago Chicago Illinois USA.

Funding

At-home gait-cadence functional assessment and recovery trajectory for older adults undergoing major abdominal surgeryR03AG078957 · NIA · UNIVERSITY OF CHICAGO · PI RUBIN, DANIEL STEVEN · 2022 to 2023
$328k
NIA NIH HHS R03 AG078957
6 · The paper itself

Abstract

Background and Aims: Frailty is associated with adverse surgical outcomes in older adults, but it remains unknown if this association is consistent across all surgical specialties. This study aimed to evaluate the relationship between frailty and postoperative outcomes across surgical specialties using the National Inpatient Sample (NIS) database. Methods: The NIS database between 2016 and 2018 was queried to analyze surgical admissions for patients over 65 years old. Frailty was assessed using the Hospital Frailty Risk Score (HFRS), categorizing patients into low (< 5), intermediate (5-15), and high (> 15) risk groups. Our primary outcome was in-hospital mortality, and our secondary outcome was nonhome discharge. Multivariable logistic regression was performed to determine the association between frailty and our outcomes. Results: Among 1,826,285 surgical admissions that met the inclusion criteria, 65.0% were classified as low frailty risk, 32.0% as intermediate risk, and 3.0% as high risk. Higher frailty scores were associated with increased in-hospital mortality (intermediate risk: OR 9.61, 95% CI: 8.96-10.30; high risk: OR 24.58, 95% CI: 21.55-28.04) and higher odds of nonhome discharge (intermediate risk: OR 2.99, 95% CI: 2.94-3.04; high risk: OR 14.82, 95% CI: 13.64-16.10). Frail patients underwent emergent procedures at significantly higher rates than nonfrail patients (91.3% vs. 26.3%). In sensitivity analyses, frail patients consistently demonstrated increased levels of in-hospital mortality and nonhome discharge across all surgical subspecialties. Conclusions: Frailty, as measured by the HFRS, is strongly associated with increased in-hospital mortality and nonhome discharge across surgical subspecialties, especially in emergent settings. Our study demonstrates the need to account for frailty to inform patient-centered care and enhance surgical decision making.

Identifiers

PMID41684876
PMCPMC12892120

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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.