Evidence map›Paper›PMID 40053887›Full record

ArticleJournal of clinical oncology : official journal of the American Society of Clinical Oncology2025

Trend and Provider- and Organizational-Level Factors Associated With Early Palliative Care Billing Among Patients Diagnosed With Distant-Stage Cancers in 2010-2019 in the United States.

Xin Hu, Youngmin Kwon, Changchuan Jiang, Qinjin Fan, Kewei Sylvia Shi, Zhiyuan Jason Zheng, Jingxuan Zhao, Joan L Warren, K Robin Yabroff, Xuesong Han

Abstract read
In one paragraph

Article in Journal of clinical oncology : official journal of the American Society of Clinical Oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
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

9 citing papers in PubMed.

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  9. Cancer treatment and survivorship statistics, 2025.CA: a cancer journal for clinicians
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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

10 authors.

Xin HuDepartment of Radiation Oncology, School of Medicine, Emory University, Atlanta, GA.ORCID 0000-0003-1097-3300
Youngmin KwonDepartment of Health Policy, Vanderbilt University Medical Center, Nashville, TN.ORCID 0000-0001-8037-5758
Changchuan JiangDepartment of Internal Medicine, UT Southwestern Medical Center, Dallas, TX.ORCID 0000-0002-7392-4154
Qinjin FanAmerican Cancer Society, Atlanta, GA.ORCID 0000-0002-8409-116X
Kewei Sylvia ShiAmerican Cancer Society, Atlanta, GA.
Zhiyuan Jason ZhengAmerican Cancer Society, Atlanta, GA.ORCID 0000-0002-7665-3564
Jingxuan ZhaoAmerican Cancer Society, Atlanta, GA.ORCID 0000-0002-2733-2000
Joan L WarrenAmerican Cancer Society, Atlanta, GA.ORCID 0000-0002-6467-6769
K Robin YabroffAmerican Cancer Society, Atlanta, GA.ORCID 0000-0003-0644-5572
Xuesong HanDepartment of Health Policy, Vanderbilt University Medical Center, Nashville, TN.ORCID 0000-0001-7159-7949

Funding

Winship Cancer Institute Cancer Center Support GrantP30CA138292 · NCI · EMORY UNIVERSITY · PI Ragini Reiney Kudchadkar · 2009 to 2026
$47.5M
Graduate Training at the Interface of Neuroscience, Optical Engineering and Data ScienceT32NS136080 · NINDS · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI David A Boas, Jerry L Chen · 2024 to 2026
$661k
NCI NIH HHS HHSN261201800009CNCI NIH HHS HHSN261201800009INCI NIH HHS HHSN261201800015CNCI NIH HHS HHSN261201800015INCI NIH HHS HHSN261201800032CNCI NIH HHS HHSN261201800032INCI NIH HHS P30 CA138292NINDS NIH HHS T32 NS136080
6 · The paper itself

Abstract

purposeEarly integration of specialized palliative care (PC) is recommended by clinical guidelines for advanced-stage cancers, but real-world evidence of its use is limited. We examined the recent trend of early PC billing among Medicare beneficiaries with distant-stage cancers and associated provider- and organization-level factors.

methodsUsing SEER-Medicare data, we identified Medicare Fee-For-Service beneficiaries 65.5 years and older diagnosed with distant-stage female breast, colorectal, non-small cell lung, small cell lung, pancreatic, or prostate cancers in 2010-2019 with a survival of ≥6 months. Early PC billing was identified by diagnosis codes or hospice and palliative medicine (HPM) specialty codes on outpatient claims within first 3 months of cancer diagnosis or up to hospice admission date, whichever came first. Annual percentages of patients receiving early PC were assessed. We attributed treating physicians and organizations to patients and identified provider- and organization-level factors associated with early PC billing and the between-provider and between-organization variation in early PC billing using multivariable regressions.

resultsAmong 102,032 patients treated by 18,908 unique physicians, the percentage with early PC billing increased from 1.44% to 10.36% in 2010-2019 (

conclusionDespite growth in early PC billing among patients with distant-stage cancers in 2010-2019, its level remained low. Provider and organizational characteristics such as referral patterns and availability of HPM specialists within the organization may be important drivers for early PC utilization.

Indexed as

NeoplasmsPalliative CareAgedAged, 80 and overFee-for-Service PlansFemaleHumansMaleMedicareNeoplasm StagingSEER ProgramUnited States

Identifiers

PMID40053887
PMCPMC12084142

What Socratic 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 Socratic graph.