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. 2023 Sep 23;4(4):1013-1018.
doi: 10.1002/jha2.798. eCollection 2023 Nov.

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

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

Diana Beatriz Bayani et al. EJHaem. .

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.

Keywords: Singapore; costs; multiple myeloma; real‐world data; resource use.

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Conflict of interest statement

The authors declare no conflict of interest.

References

    1. Huang J, Chan SC, Lok V, Zhang L, Lucero‐Prisno DE, 3rd , Xu W, et al. The epidemiological landscape of multiple myeloma: a global cancer registry estimate of disease burden, risk factors, and temporal trends. Lancet Haematol. 2022;9(9):e670–e677. - PubMed
    1. Mateos M‐V, Nooka AK, Larson SM. Moving toward a cure for myeloma. Am Soc Clin Oncol Educ Book. 2022;42:643–654. - PubMed
    1. Rajkumar SV. Value and cost of myeloma therapy. Am Soc Clin Oncol Educ Book. 2018;38:662–666. - PubMed
    1. Pearce F, Lin L, Teo E, Ng K, Khoo D. Health technology assessment and its use in drug policies: Singapore. Value Health Reg Issue. 2019;18:176–183. - PubMed
    1. García‐Mochón L, Rovira Forns J, Espin J. Cost transferability problems in economic evaluation as a framework for an European health care and social costs database. Cost Effect Res Alloc. 2021;19(1):43. - PMC - PubMed