Evidence map›Paper›PMID 42787668›Full record

ArticleCureus2026

Cancer Care Delivery and Financial Barriers Among Patients in Lebanon: A Descriptive Multicenter Cross-Sectional Study.

Ghadir M Nasreddine, Nadeen Zayour, Jacqueline Najjar, Elie Daibess, Elie J Karam, Zeinab Hammoud, Solay Farhat, Mohamad Ali Hachem, Mohamad Abbass, Zeinab Sleiman and 4 more

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

14 authors.

Ghadir M NasreddineDepartment of Internal Medicine, Division of Hematology and Oncology, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Nadeen ZayourOrganized Research Unit, Al Zahraa Hospital University Medical Center, Beirut, LBN.
Jacqueline NajjarDepartment of Internal Medicine, Division of Hematology and Oncology, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Elie DaibessDepartment of Internal Medicine, Division of Hematology and Oncology, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Elie J KaramDepartment of Internal Medicine, Division of Hematology and Oncology, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Zeinab HammoudDepartment of Internal Medicine, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Solay FarhatDepartment of Internal Medicine, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Mohamad Ali HachemDepartment of Internal Medicine, Division of Hematology and Oncology, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Mohamad AbbassDepartment of Internal Medicine, Division of Hematology and Oncology, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Zeinab SleimanDepartment of Internal Medicine, Division of Hematology and Oncology, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.
Ahmad IbrahimDepartment of Hematology and Oncology, Makassed General Hospital, Beirut, LBN.
Issam ChehadeDepartment of Hematology and Oncology, Rafik Hariri University Hospital, Beirut, LBN.
Maroun SadekDepartment of Hematology and Oncology, Lebanese Hospital Geitaoui-University Medical Center, Beirut, LBN.
Bassam MatarDepartment of Internal Medicine, Division of Hematology and Oncology, Faculty of Medical Sciences, Lebanese University, Beirut, LBN.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Cancer care in Lebanon is provided within a fragmented health system affected by economic instability, incomplete insurance coverage, and variable access to diagnostic and treatment services. These factors may influence the timely initiation of treatment, continuity of care, and the delivery of evidence-based oncology care. This study aimed to characterize access to cancer care in Lebanon by evaluating treatment delays, socioeconomic burdens, health coverage, treatment supply sources, and concordance with National Comprehensive Cancer Network (NCCN) recommendations among adults receiving hospital-based cancer therapy. Methods A descriptive cross-sectional multicenter study was conducted in five hospitals in Lebanon between July 2024 and June 2025. A total of 244 adult Lebanese patients receiving active cancer treatment were included. Data were collected using a structured questionnaire that covered socioeconomic characteristics, cancer-related factors, and treatment-related factors. Results Most participants were women (n=144, 59.0%), and the largest age group was 60-74 years (n=113, 46.3%). More than half were unemployed (n=138, 56.6%) and lacked medical insurance coverage (n=139, 57.0%). Household income substantially decreased for 80.7% (n=197) of the participants, with reliance on multiple coping strategies, including family support, savings, debt, donations, and asset sales. Breast cancer was the most common diagnosis (n=66, 27.1%), followed by colorectal (n=37, 15.2%) and lung (n=36, 14.8%) cancer. Advanced-stage disease was common, with 50.4% (n=123) presenting with stage IV disease and 22.1% (n=54) presenting with stage III disease. Treatment initiation delays exceeding two weeks were reported by 52.5% (n=128) of the participants, mainly related to pre-treatment procedures, financial constraints, and diagnostic delays. Most patients received their planned cancer therapies, with the treatment supplied primarily by hospitals and the Ministry of Public Health. Overall, 84.8% (n=207) of patients received NCCN guideline-concordant treatment. Conclusions Hospital-based cancer care in Lebanon remains limited by socioeconomic barriers and incomplete financial protection. However, among patients who accessed active oncology care, guideline-concordant treatment was largely maintained. These findings underscore important challenges in financial protection, diagnostic pathways, and continuity of oncology services that warrant further attention in Lebanon.

Indexed as

access to carecancer careguideline-concordant carehealth coveragelebanonsocioeconomic statustreatment delay

Identifiers

PMID42787668
PMCPMC13602827

What Socratic holds

Textmetadata
Read underepoch 390

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.