Evidence map›Paper›PMID 26970829›Full record

ArticleJACC. Heart failure2016

Patient and Facility Variation in Costs of VA Heart Failure Patients.

Jean Yoon, Gregg C Fonarow, Peter W Groeneveld, John R Teerlink, Mary A Whooley, Anju Sahay, Paul A Heidenreich

Open access · greenAbstract read
In one paragraph

Article in JACC. Heart failure, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 2 pooled it
13.8field-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

14 citing papers in PubMed, 2 syntheses or guidelines pooled it, 24 citations in OpenAlex.

  1. Pooled it
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  5. Review
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  9. Observational
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  14. The economics of heart failure care.Progress in cardiovascular diseases
    Review
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

7 authors at 4 institutions in 1 country.

Jean YoonHealth Economics Resource Center, Veterans Affairs Palo Alto Health Care System, Menlo Park, California. Electronic address: jean.yoon@va.gov.
Gregg C FonarowAhmanson-UCLA Cardiomyopathy Center, University of California, Los Angeles, California.
Peter W GroeneveldPhiladelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania; Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
John R TeerlinkSection of Cardiology, San Francisco Veterans Affairs Medical Center, San Francisco, California; Division of Cardiology, Department of Medicine, University of California, San Francisco, San Francisco, California.
Mary A WhooleySection of Cardiology, San Francisco Veterans Affairs Medical Center, San Francisco, California; Division of Cardiology, Department of Medicine, University of California, San Francisco, San Francisco, California.
Anju SahayCenter for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System, Menlo Park, California.
Paul A HeidenreichCenter for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System, Menlo Park, California; Stanford University School of Medicine, Stanford, California.
VA Palo Alto Health Care System · USSan Francisco VA Medical Center · USPhiladelphia VA Medical Center · USUniversity of California, Los Angeles · US

Funding

HSRD VA CHF 04-326
6 · The paper itself

Abstract

objectivesThis study sought to determine the variation in annual health care costs among patients with heart failure in the Veterans Affairs (VA) system.

backgroundHeart failure is associated with considerable use of health care resources, but little is known about patterns in patient characteristics related to higher costs.

methodsWe obtained VA utilization and cost records for all patients with a diagnosis of heart failure in fiscal year 2010. We compared total VA costs by patient demographic factors, comorbid conditions, and facility where they were treated in bivariate analyses. We regressed total costs on patient factors alone, VA facility alone, and all factors combined to determine the relative contribution of patient factors and facility to explaining cost differences.

resultsThere were 117,870 patients with heart failure, and their mean annual VA costs were $30,719 (SD 49,180) with more than one-half of their costs from inpatient care. Patients at younger ages, of Hispanic or black race/ethnicity, diagnosed with comorbid drug use disorders, or who died during the year had the highest costs (all p < 0.01). There was variation in costs by facility as mean adjusted costs ranged from approximately $15,000 to $48,000. In adjusted analyses, patient factors alone explained more of the variation in health care costs (R(2) = 0.116) compared with the facility where the patient was treated (R(2) = 0.018).

conclusionsA large variation in costs of heart failure patients was observed across facilities, although this was explained largely by patient factors. Improving the efficiency of VA resource utilization may require increased scrutiny of high-cost patients to determine if adequate value is being delivered to those patients.

Indexed as

Health Care CostsAgedAged, 80 and overAge FactorsAmbulatory CareBlack or African AmericanComorbidityDatabases, FactualFemaleHealth FacilitiesHeart FailureHispanic or LatinoHospitalizationHumansInsurance, HealthMalecostsheart failureveterans

Identifiers

PMID26970829
PMCPMC5507550
OpenAlexW2296371517

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.