Evidence map›Paper›PMID 41760561›Full record

ArticleJournal of managed care & specialty pharmacy2026

Health care utilization and costs associated with acute exacerbation of fibrosing interstitial lung disease in the United States: A retrospective administrative claims database analysis.

Joseph Yang, Katy Sadowski, Daniel Mercer, Bret Zeldow, Diana Gomez Manjarres

Abstract read
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

5 authors.

Joseph YangBoehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT.
Katy SadowskiBoehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT.
Daniel MercerGenesis Research Group, Hoboken, NJ.
Bret ZeldowGenesis Research Group, Hoboken, NJ.
Diana Gomez ManjarresDivision of Pulmonary, Critical Care & Sleep Medicine, University of Florida, Gainesville.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInterstitial lung disease (ILD) is a diverse group of pulmonary disorders characterized by inflammation and fibrosis of the lung parenchyma. Previous studies have linked acute exacerbation (AEx) events in patients with idiopathic pulmonary fibrosis to frequent hospitalizations, increased health care resource utilization (HCRU), and high mortality. However, limited information exists regarding the impact of AEx in other forms of fibrosing ILD.

objectiveTo assess HCRU and the associated costs of managing AEx in patients within a large population of patients with fibrosing ILD.

methodsThis retrospective cohort study used a large US claims database to identify adults (aged ≥18 years) with fibrosing ILD who experienced at least 1 AEx event between January 2017 and September 2022. AEx events were identified using an algorithm based on clinical guidelines, symptoms, imaging, and prescriptions. Using propensity score matching, patients with AEx were matched to those without AEx. Baseline data were evaluated for 12 months before the date of first AEx or assigned proxy equivalent (index date), with follow-up until death, loss to follow-up, or study conclusion. Outcomes included health care costs, inpatient stay frequency and length, emergency department and outpatient visits, and prescriptions. Two-part regression models compared health care utilization and costs during follow-up.

resultsA total of 8,929 patients were identified as having at least 1 qualifying AEx event. After matching for clinical and demographic characteristics, 8,104 were retained in both the AEx and comparator cohorts (average age, 63 years; average Charlson Comorbidity Index, 8.18-8.33). An evaluation of postmatch baseline characteristics indicated cohorts to be well-balanced. Patients were followed for a mean of 616 days in the AEx group and 648 days in the comparator group. Regression analysis found all-cause inpatient HCRU to be 53% (risk ratio [95% CI] = 1.53 [1.45-1.62]) and outpatient HCRU to be 13% (risk ratio 1.13 [1.09-1.17]) higher for AEx cohort patients. For ILD-related utilization, the inpatient and outpatient rates were 98% and 63% higher, respectively, in the AEx cohort. Total per-patient per-month health care costs were $17,549 for AEx and $11,715 for comparator cohorts (

conclusionsThis study found that patients with ILD experiencing AEx events incur significantly greater health care utilization and total costs than matched patients without AEx events. This study fills a key gap in understanding the broader health care burden of AEx beyond idiopathic pulmonary fibrosis.

Indexed as

Health Care CostsLung Diseases, InterstitialPatient Acceptance of Health CareAdultAgedCohort StudiesDatabases, FactualDisease ProgressionFemaleHospitalizationHumansInsurance Claim ReviewMaleMiddle AgedRetrospective StudiesUnited States

Identifiers

PMID41760561
PMCPMC12948750

What Socratic holds

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Registered trials

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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 Socratic graph.