Evidence map›Paper›PMID 42516419›Full record

ArticleFrontiers in health services2026

Palliative care impact on hospital utilization and trends among lung cancer admissions with a high risk of mortality in U.S. hospitals.

Jinwook Hwang, Yonsu Kim, David Picella, Sanggon Nam, Diane Chau, Diana Woods, Jongho Won, Iulia Ioanitoaia-Chaudhry, Ronald Tan, David Byun and 3 more

Abstract read
In one paragraph

Article in Frontiers in health services, 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

13 authors.

Jinwook HwangKorea University Ansan Hospital, Ansan-si, Republic of Korea.
Yonsu KimUniversity of Nevada Las Vegas, Las Vegas, NV, United States.
David PicellaAzusa Pacific University, Azusa, CA, United States.
Sanggon NamAzusa Pacific University, Azusa, CA, United States.
Diane ChauVA Long Beach Healthcare System, Long Beach, CA, United States.
Diana WoodsAzusa Pacific University, Azusa, CA, United States.
Jongho WonHongik University, Mapo-gu, Republic of Korea.
Iulia Ioanitoaia-ChaudhryVA Southern Nevada Healthcare System, Las Vegas, NV, United States.
Ronald TanVA Southern Nevada Healthcare System, Las Vegas, NV, United States.
David ByunWilliam Bee Ririe Rural Hospital and Clinics, Ely, NV, United States.
Maryam TabriziSchool of Dental Medicine, University of Nevada Las Vegas, Las Vegas, NV, United States.
Isabelle KwakThe Connection Sphere, Las Vegas, NV, United States.
Ji Won YooKirk Kerkorian School of Medicine, University of Nevada Las Vegas, Las Vegas, NV, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The top 5% of healthcare utilization accounts for 60% of healthcare expenditure in the U.S., with the majority of the costs occurring in the last year of life for hospital inpatient services for diseases such as lung cancer (LC). Previous years' concentrated healthcare expenditure burdens have been shared globally. The research questions of this study are whether palliative care (PC) is associated with hospital utilization and what the PC trends are in U.S. hospitals. Thus, this study aimed to examine (1) the impact of hospital PC on hospital utilization charges and length of stay (LOS), and (2) PC trends, particularly before and after 2016 when a tri-convergent shift occurred in federal reimbursement, professional clinical guideline establishment, and legislative policy. Methods: This was a retrospective study that analyzed the National Inpatient Sample between 2002 and 2021. Adults 18+ years with LC and high-risk mortality were identified as the denominator. PC utilization was the main outcome measurement and the numerator. Hospital LOS (in days) and charges were secondary outcome measurements. An interrupted time series analysis was applied in 2016 as a U.S. healthcare breakpoint. Results: A total of 11,185,408 admissions were identified. PC utilization increased from 2.38% in 2002-2006 to 7.74% in 2007-2011, 13.29% in 2012-2016, and 15.86% in 2017-2021 ( Conclusion: PC utilization increased but slowed from 2016, with underuse persisting (<20% in 2021) among LC admissions in U.S. hospitals. PC utilization improves efficiency among patients with LC and a high risk of mortality by reducing hospital LOS and charges by 15%, respectively.

Indexed as

2016high risk mortalityhospitallung cancerpalliative care

Identifiers

PMID42516419
PMCPMC13402468

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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.