ArticleJAMA network open2026
Cost-Effectiveness of Universal Low-Dose Computed Tomographic Lung Cancer Screening in Singapore.
Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Lung cancer is the leading cause of cancer death in Singapore, with approximately 48% of cases occurring in individuals who have never smoked (never smokers) and 82% diagnosed at late stages (stage III or IV). Current screening guidelines exclude never smokers entirely. Objective: To determine whether low-dose computed tomography (LDCT) lung cancer screening including never smokers is cost-effective in Singapore and to identify the minimum risk model performance for targeted never smoker screening. Design, Setting, and Participants: This economic evaluation from the perspective of the Singapore health care system used a 9-state Markov cohort model with annual cycles. The model was parameterized with 2023-2024 national life tables, cancer registry incidence from 2019 to 2023, and 2024 smoking prevalence data, simulating adults from 30 to 100 years of age stratified by sex and smoking status. Exposures: Four LDCT screening strategies included no screening, US Preventive Services Task Force (USPSTF) 2021 (annual screening of eligible ever smokers aged 50-80 years), a universal program (annual screening of all adults aged 50-74 years), and Singapore expanded (biennial screening of all adults aged 50-75 years). Main Outcomes and Measures: Quality-adjusted life-years (QALYs), lifetime costs in 2024 Singapore dollars (SGD), and incremental cost-effectiveness ratios (ICERs). Probabilistic sensitivity analysis used 1 000 000 iterations. Risk threshold analysis identified the minimum area under the receiver operating characteristics curve (AUROC) for targeted never smoker screening. Results: The model reproduced registry-reported late-stage diagnosis (79% modeled vs 82% observed). The USPSTF strategy achieved the lowest ICER (SGD 8741/QALY [US $6523/QALY] for males and SGD 6480/QALY [US $4836/QALY] for females) but screened approximately 8% of males and 2% of females only. Sequential ICERs for extending from the USPSTF strategy to Singapore expanded biennial screening were SGD 86 312/QALY (US $64 412/QALY) for males and SGD 80 881/QALY (US $60 359/QALY) for females, below the SGD 100 000 (US $74 627) benchmark. At SGD 100 000/QALY (US $74 627/QALY) willingness to pay, the Singapore expanded strategy had the highest probability of being cost-effective (61.1% for males and 72.1% for females). A risk prediction model with AUROC of 0.82 or higher for males or 0.81 or higher for females would make targeted never smoker screening as cost-effective as smoking-based criteria. Conclusions and Relevance: In this economic evaluation of LDCT lung cancer screening including never smokers in Singapore, targeted ever smoker screening was highly cost-effective but left approximately 37% of lung cancers unaddressed. Universal biennial screening fell below conventional cost-effectiveness thresholds. Extending screening to never smokers warrants consideration as risk prediction models are validated for Asian populations of never smokers.
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.