Evidence map›Paper›PMID 35152285›Full record

ArticleJAMA surgery2022

Association Between High-Deductible Health Plans and Hernia Acuity.

Kirbi Yelorda, Liam Rose, M Kate Bundorf, Huda A Muhammad, Arden M Morris

Open access · bronzeAbstract read
In one paragraph

Article in JAMA surgery, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.6field-weighted citation impact, top 7% 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

8 citing papers in PubMed, 13 citations in OpenAlex.

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  8. "Comprehensive Healthcare for America": Using the Insights of Behavioral Economics to Transform the U. S. Healthcare System.The Journal of law, medicine & ethics : a journal of the American Society of Law, Medicine & Ethics · 2023
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Kirbi YelordaDepartment of Surgery, Stanford University School of Medicine, Stanford, California.
Liam RoseS-SPIRE Center, Palo Alto, California.
M Kate BundorfSanford School of Public Policy, Duke University, Durham, North Carolina.
Huda A MuhammadDepartment of Surgery, Stanford University School of Medicine, Stanford, California.
Arden M MorrisDepartment of Surgery, Stanford University School of Medicine, Stanford, California.
Stanford University · USDuke University · USVA Palo Alto Health Care System · US

Funding

Stanford Health Services Research Training ProgramT32HS026128 · AHRQ · STANFORD UNIVERSITY · PI BAKER, LAURENCE C, OWENS, DOUGLAS K · 2018 to 2024
$3.6M
AHRQ HHS T32 HS026128
6 · The paper itself

Abstract

importanceAbout half of people younger than 65 years with private insurance are enrolled in a high-deductible health plan (HDHP). While these plans entail substantially higher out-of-pocket costs for patients with chronic medical conditions who require ongoing care, their effect on patients undergoing surgery who require acute care is poorly understood. It is plausible that higher out-of-pocket costs may lead to delays in care and more complex surgical conditions.

objectiveTo determine the association between enrollment in HDHPs and presentation with incarcerated or strangulated hernia. DESIGN, SETTING, AND

participantsThis retrospective cohort analysis included privately insured patients aged 18 to 63 years from a large commercial insurance claims database who underwent a ventral or groin hernia operation from January 2016 through June 2019 and classified their coverage as either a traditional health plan or an HDHP per the Internal Revenue Service's definition. Multivariable regression, adjusting for demographic and clinical covariates, was used to examine the association between enrollment in an HDHP and the primary outcome of presentation with an incarcerated or strangulated hernia. EXPOSURES: Traditional health plan vs HDHP. MAIN OUTCOMES AND MEASURES: Presence of an incarcerated or strangulated hernia per International Statistical Classification of Diseases and Related Health Problems, Tenth Revision diagnosis codes.

resultsAmong 83 281 patients (71.9% men and 28.1% women; mean [SD] age, 48.7 [10.9] years) who underwent hernia surgery, 27 477 (33.0%) were enrolled in an HDHP and 21 876 (26.2%) had a hernia that was coded as incarcerated or strangulated. The mean annual deductible was considerably higher for those in the HDHP group than their traditional health plan counterparts (unadjusted mean [SD], $3635 [$2094] vs $705 [$737]; adjusted, -$2931; P < .001). Patients in the HDHP group were more likely to present with an incarcerated or strangulated hernia (adjusted odds ratio, 1.07; 95% CI, 1.03-1.11; P < .001). CONCLUSIONS AND RELEVANCE: In this cohort study, enrollment in an HDHP was associated with higher odds of presenting with an incarcerated or strangulated hernia, which is more likely to require emergency surgery that precludes medical optimization. These data suggest that, among patients with groin and ventral hernias, enrollment in an HDHP may be associated with delays in surgical care that result in complex disease presentation.

Indexed as

Deductibles and CoinsuranceHealth ExpendituresCohort StudiesFemaleHerniaHumansMaleMiddle AgedRetrospective Studies

Identifiers

PMID35152285
PMCPMC8842195
OpenAlexW4212949264

What OpenQuestion holds

Textmetadata
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.