Evidence map›Paper›PMID 42130882›Full record

ArticleFrontiers in public health2026

Impact of palliative care integration on end-of-life resource utilization and costs in oncology patients: a single-center analysis in Jordan.

Ghadeer Alarjeh, Waleed Alrjoub, Mousa Abdal-Rahman, Abdulrahman Shamieh, Mohammed O Al-Bssol, Asem Mansour, Omar Shamieh

Abstract read
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Article in Frontiers in public health, 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

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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

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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

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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.

Ghadeer AlarjehDepartment of Palliative Care, King Hussein Cancer Center, Amman, Jordan.
Waleed AlrjoubDepartment of Palliative Care, King Hussein Cancer Center, Amman, Jordan.
Mousa Abdal-RahmanSchool of Medicine, University of Jordan, Amman, Jordan.
Abdulrahman ShamiehSchool of Medicine, University of Jordan, Amman, Jordan.
Mohammed O Al-BssolOffice of Scientific Affairs and Research, King Hussein Cancer Centre, Amman, Jordan.
Asem MansourOffice of Director General, King Hussein Cancer Center, Amman, Jordan.
Omar ShamiehDepartment of Palliative Care, King Hussein Cancer Center, Amman, Jordan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Evidence from Middle Eastern cancer centers on the impact of palliative care on end-of-life practices remains limited. This study evaluated healthcare utilization, diagnostic costs, and timing of palliative care referral requests at a tertiary cancer center in Jordan. Materials and methods: We conducted a retrospective cohort study including all 299 adult cancer patients who died between February 2017 and May 2018. Patients were categorized based on the clinical service responsible at death (oncology vs. palliative care). Demographic and clinical characteristics, reasons for final hospitalization, and costs of laboratory and radiologic exams performed in the last seven days of life were extracted. Descriptive and univariate analyses were performed. Results: Of 299 patients, 151 (50.5%) were managed by palliative care at death. The mean (SD) age was 57.1 ± 14.3 years. The most common reasons for final admission were decreased level of consciousness 60 (20.1%) and pain crisis 57 (19.1%). Among the 148 oncology patients, 43 (29.1%) had documented palliative care referral requests but remained under oncology care at the time death. In the last seven days of life, 1,623 diagnostic exams were performed at a total cost of 186,572 USD. Oncology-managed patients had higher diagnostic intensity and costs compared to palliative patients (mean cost 856.58 vs. 397.38 USD; mean exams 6.6 vs. 4.2; both Discussion: Palliative care involvement was associated with lower diagnostic intensity and costs at end of life. However, referral requests were often late or not translated into active palliative management. Earlier and more consistent integration of palliative care may improve resource utilization and align care with patient-centered goals.

Indexed as

Health Care CostsNeoplasmsPalliative CarePatient Acceptance of Health CareTerminal CareAdultAgedFemaleHumansJordanMaleMiddle AgedReferral and ConsultationRetrospective Studiescost analysisend-of-lifehealthcare utilizationoncologypalliative carepalliative referral

Identifiers

PMID42130882
PMCPMC13160738

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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.