Evidence map›Paper›PMID 38024607›Full record

ArticleEJHaem2023

Real-world utilization and healthcare costs for multiple myeloma: A retrospective analysis of patients in Singapore.

Diana Beatriz Bayani, Yihao Clement Lin, Melissa G Ooi, Allison Ching Yee Tso, Hwee Lin Wee

Open access · diamondAbstract read
In one paragraph

Article in EJHaem, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.7field-weighted citation impact, top 14% of its field
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

7 citing papers in PubMed, 6 citations in OpenAlex.

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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

5 authors at 3 institutions in 1 country.

Diana Beatriz BayaniSaw Swee Hock School of Public Health National University of Singapore Singapore.ORCID https://orcid.org/0000-0002-0042-8547
Yihao Clement LinDepartment of Hematology Tan Tock Seng Hospital Singapore.
Melissa G OoiDepartment of Haematology-Oncology National University Cancer Institute Singapore.ORCID https://orcid.org/0000-0002-7392-0655
Allison Ching Yee TsoDepartment of Hematology Tan Tock Seng Hospital Singapore.ORCID https://orcid.org/0000-0003-3943-7229
Hwee Lin WeeSaw Swee Hock School of Public Health National University of Singapore Singapore.ORCID https://orcid.org/0000-0002-7150-1801
National University of Singapore · SGTan Tock Seng Hospital · SGNational University Cancer Institute, Singapore · SG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Multiple myeloma, a hematological malignancy, imposes a significant financial burden on healthcare systems. Health technology assessments (HTA) and economic evaluations play vital roles in reimbursement decisions and cost containment. This study aimed to explore healthcare utilization patterns and costs among myeloma patients in Singapore through a retrospective analysis of 605 patients treated at two cancer centers. Data encompassing demographics, treatment utilization, and billing were extracted from electronic records, and a cost analysis was performed from the perspective of the Singapore healthcare system. The results revealed common usage of immunomodulatory agents (52%) and proteasome inhibitors (37%), with bortezomib being the most frequently used targeted treatment. Treatment costs increased with disease progression, displaying variations depending on the therapeutic agent used. Notably, hospitalization costs due to adverse events were substantial, with pneumonia as the leading cause. This study highlights the high cost of myeloma therapy in Singapore, posing a financial burden for households. Findings may inform economic evaluations, evidence generation, reimbursement, and subsidy decisions. Leveraging real-world data from electronic records provides valuable insights into local healthcare utilization patterns. Future studies may explore integrating billing databases with clinical repositories for a more comprehensive analysis, and consider limitations such as incomplete clinical information and potential selection bias.

Indexed as

costsmultiple myelomareal‐world dataresource useSingapore

Identifiers

PMID38024607
PMCPMC10660121
OpenAlexW4386998588

What Socratic holds

Textmetadata
LicenceCC BY-NC
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.