ArticleBMC health services research2025
Real-world assessment to estimate multiple attributes related to treatment cost driver for mantle cell lymphoma in Japan by econometric modeling.
Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Unveiling economic and humanistic burden of hematologic malignancies in Japan with personal health record data.Scientific reports · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study was conducted using a nationwide health care database of Japan between 1 April 2008 and 30 September 2022 to evaluate the economic burden on patients with mantle cell lymphoma (MCL). Structural equation modeling (SEM) is an advanced multivariate analysis framework used to assess the relationships between observed and latent variables within predefined causal models. In this study, SEM was employed to identify cost drivers and estimate variables related to MCL treatment cost. A total of 2,838 patients having at least one confirmed diagnosis of MCL participated in this study. As for the index regimen, a combination of bendamustine rituximab was the most frequently used (n = 328), followed by rituximab combined with cyclophosphamide, doxorubicin, vincristine, and prednisolone-like regimen (n = 112), and others. The median of total health care cost (unadjusted and adjusted) were 32,228 USD and 31,918 USD, respectively. The mean (SD) of the frequency of bleeding treatment was 23 (35) per year, and that of outpatient visits was 19 (12) per year. SEM analysis revealed Bruton tyrosine kinase inhibitor-based treatment as a cost driver (β: 0.398 [0.340; 0.457], p < 0.001). Key health care resource utilization (HCRU) factors associated with an increased cost were the total length of hospitalization (β: 0.598 [0.551; 0.646], p < 0.001) and number of outpatient visits (β: 0.132 [0.083; 0.180], p < 0.001). This real-world study delivers insights for optimizing MCL care in Japan.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.