Evidence map›Paper›PMID 41394324›Full record

ArticleThe World Allergy Organization journal2025

Economic burden of asthma multimorbidity in Singapore: Shadow costs of steroid use.

Laura Huey Mien Lim, Yah Ru Juang, Sanjay H Chotirmall, Kelvin Bryan Tan, Mariko Siyue Koh, John A Abisheganaden, David B Price, Ming-Ju Tsai, Mei Fong Liew, Pei Yee Tiew and 2 more

Abstract read
In one paragraph

Article in The World Allergy Organization journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Asthma and Multimorbidity Amongst Ethnic Minority Groups in High Income Countries.Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology · 2026
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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

12 authors.

Laura Huey Mien LimSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Yah Ru JuangSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Sanjay H ChotirmallLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Kelvin Bryan TanSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Mariko Siyue KohDepartment of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore.
John A AbisheganadenLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
David B PriceObservational and Pragmatic Research Institute, Singapore, Singapore.
Ming-Ju TsaiDivision of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
Mei Fong LiewDivision of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, National University Health System, Singapore, Singapore.
Pei Yee TiewLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Anthony Chau Ang YiiDepartment of Respiratory and Critical Care Medicine, Changi General Hospital, Singapore, Singapore.
Wenjia ChenSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In some countries including Singapore, biologic therapies are not routinely available. Instead, oral corticosteroid (OCS) is commonly used for severe asthma management, which could lead to substantial adverse health events. Objective: To estimate the multimorbidity costs in asthma patients from a multi-ethnic Asian population. Methods: We examined national health administrative data (2012-2019) from Singapore. Direct medical costs were summed from costs of hospitalisation, emergency department (ED), specialist care, and public primary care. Prescription data were not available but formed part of public primary care costs. We measured cost per patient-year (PY) in 2023 Singaporean dollars (SGD$1 = US$0.76 = ₤0.60 = €0.69). We performed propensity-score matching on asthma and non-asthma patients, and applied generalised linear models to estimate total and excess costs due to asthma, OCS-related comorbidities, and other comorbidity groups. Results: We identified 19,979 paediatric and 48,237 adult asthma patients (48.2% males, 50.4% Chinese, 13.9% Indian, 26.8% Malay), and matched equal number of non-asthma patients. Paediatric and adult asthma patients respectively incurred $816.3/PY (95% CI: $803.0/PY-$829.5/PY) and $1855.9/PY (95% CI: $1845.0/PY-$1871.0/PY) in total costs. The average ($1610.9/PY [95% CI: $1599.5/PY-$1621.3/PY]) was thrice of non-asthma patients' ($530.4/PY). Excess costs (mean = $927.2/PY) were driven by asthma ($403.0/PY), OCS-related comorbidities ($104.0/PY), other metabolic disease ($116.4/PY), circulatory diseases ($112.9/PY) and non-asthma respiratory conditions ($107.4/PY). All excess cost components increased steadily over the 8-year study period. Conclusion: The burden of asthma multimorbidity in Singapore is severe, with a considerable fraction attributable to OCS-related comorbidities. Policies should aim to reduce excess OCS use and enhance integrated multimorbidity management.

Indexed as

AsthmaComorbidityDirect costEconomic burdenOral corticosteroid

Identifiers

PMID41394324
PMCPMC12701672

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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.