Evidence map›Paper›PMID 31774525›Full record

ArticleJAMA network open2019

Costs Associated With Modifiable Risk Factors in Ventral and Incisional Hernia Repair.

Ryan Howard, Michael Thompson, Zhaohui Fan, Michael Englesbe, Justin B Dimick, Dana A Telem

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed, 3 pooled it
8.6field-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

46 citing papers in PubMed, 3 syntheses or guidelines pooled it, 82 citations in OpenAlex.

  1. Pooled it
  2. The impact of smoking on ventral and inguinal hernia repair: a systematic review and meta-analysis.Hernia : the journal of hernias and abdominal wall surgery · 2024
    Pooled it
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  20. Obesity-focused prehabilitation strategies in ventral hernia: Cohort study.Hernia : the journal of hernias and abdominal wall surgery · 2025
    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

6 authors at 2 institutions in 1 country.

Ryan HowardDepartment of Surgery, University of Michigan Health System, Ann Arbor.
Michael ThompsonDepartment of Cardiac Surgery, University of Michigan Medical School, Ann Arbor.
Zhaohui FanCenter for Healthcare Outcomes and Policy, Ann Arbor, Michigan.
Michael EnglesbeDepartment of Surgery, University of Michigan Health System, Ann Arbor.
Justin B DimickDepartment of Surgery, University of Michigan Health System, Ann Arbor.
Dana A TelemDepartment of Surgery, University of Michigan Health System, Ann Arbor.
Michigan Medicine · USVA Ann Arbor Healthcare System · US

Funding

Developing and Implementing Evidence-Based Hernia CareK08HS025778 · AHRQ · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI TELEM, DANA ALEXA · 2018 to 2021
$561k
AHRQ HHS K08 HS025778
6 · The paper itself

Abstract

Importance: Ventral and incisional hernia repair (VIHR) is an extremely common operation, after which complications are also fairly common. A number of preoperative risk factors are known to contribute to increased complications after surgical repair; however, the individual relative association of these risk factors with adverse outcomes and increased spending is unclear. Quantifying the association of individual risk factors may help surgeons implement targeted surgical optimization, improve outcomes, and reduce spending. Objective: To identify the attributable association of modifiable risk factors for adverse outcomes after VIHR on outcomes and episode-of-care payments. Design, Setting, and Participants: This cross-sectional study was performed using a population-based sample of adult patients and episode spending data from January 1, 2012, to December 31, 2018, from a statewide multipayer registry. A multilevel mixed-effects logistic regression model was used to examine the contribution of patient-specific risk factors to adverse outcomes. Attributable risk and population attributable risk fraction were calculated to estimate the additional spending attributable to individual risk factors. Data were analyzed from April 2018 to September 2018. Main Outcomes and Measures: Any complications, serious complication, discharge not to home, 30-day emergency department utilization, and 30-day readmission. Episode-of-care spending was calculated for these outcomes. Results: This study included 22 664 patients (median [interquartile range] age, 55 [44-64] years; 10 496 [46.3%] women) undergoing VIHR with identified significant preoperative risk factors. Fourth-quartile body mass index (BMI), calculated as weight in kilograms divided by height in meters squared and defined as a mean (SD) BMI of 43 (6), was associated with increased risk of any complication (odds ratio [OR], 1.64; 95% CI, 1.30-2.06; P < .001) and serious complication (OR, 1.67; 95% CI, 1.22-2.31; P = .002). Insulin-dependent diabetes was associated with increased risk of any complication (OR, 1.34; 95% CI, 1.03-1.73; P = .03), serious complication (OR, 1.51; 95% CI, 1.08-2.12; P = .02), discharge not to home (OR, 1.49; 95% CI, 1.12-1.98; P = .005), and 30-day readmission (OR, 1.68; 95% CI, 1.32-2.14; P < .001). Median (interquartile range) additional episode spending for any complication was $9934 ($9224-$11 851), of which $1304 ($1208-$1552) was attributable to fourth-quartile BMI. Median (interquartile range) additional episode spending for a serious complication was $26 648 ($20 632-$33 166), of which $3638 ($2827-$4544) was attributable to fourth-quartile BMI, $650 ($495-$796) was attributable to insulin-dependent diabetes, and $567 ($433-$696) was attributable to unhealthy alcohol use. Conclusions and Relevance: In this cross-sectional study, modifiable risk factors, such as obesity, insulin-dependent diabetes, and unhealthy alcohol use, were associated with adverse outcomes after VIHR. These factors were significantly associated with increased health care spending; therefore, preoperative optimization may improve outcomes and decrease episode-of-care costs.

Indexed as

AdultAgedCross-Sectional StudiesFemaleHealth Care CostsHernia, VentralHerniorrhaphyHumansIncisional HerniaMaleMichiganMiddle AgedRisk Factors

Identifiers

PMID31774525
PMCPMC6902835
OpenAlexW2989861942

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.