ArticleDiabetes care2026
Everyone or Just Some? Cost-Effectiveness of General Population Versus Targeted Screening Strategies for Type 1 Diabetes in Canada.
Article in Diabetes care, 2026. 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.
- Feasibility of Fast Turnaround Genetic Screening for Type 1 Diabetes Risk in Newborns - Recruiting Infants for the Global Platform for the Prevention of Autoimmune Diabetes Primary Prevention Study Supplementation with B ifidobacterium infantis for Mitigation of Type 1 Diabetes Autoimmunity.Hormone and metabolic research = Hormon- und Stoffwechselforschung = Hormones et metabolisme · 2026Trial
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
objectiveTimely screening for type 1 diabetes can prevent life-threatening diabetic ketoacidosis and offers the opportunity to delay disease onset with emerging disease-modifying therapies. Yet, population-wide screening is costly, raising questions on whether its benefits justify the costs and the optimal age and frequency of screening. This study examined the cost-effectiveness of general population versus targeted autoantibody screening at alternative ages and frequencies. RESEARCH DESIGN AND
methodsUsing a hybrid decision tree-Markov model, this study compared six strategies defined by different populations screened (i.e., general population vs. only groups at high genetic risk or those with a family history), and frequency and age of screening (once at age 4 vs. twice, at ages 2 and 6) versus no screening. Costs were estimated from the Canadian health system perspective, and effectiveness was measured as the number of at-risk children detected.
resultsCompared with family history-based screening at ages 2 and 6, general population screening at age 4 cost $404,534 more but detected 35 more cases (per 10,000 children) for an incremental cost-effectiveness ratio of $11,383/case detected. General population screening at ages 2 and 6 cost an additional $462,679 and detected 18 more cases (per 10,000 children) at an incremental cost of $25,923/case detected. Screening targeted at only infants at high genetic risk involved higher costs and detected fewer cases than general population screening.
conclusionsGeneral population screening detects more at-risk children than targeted approaches but also incurs higher costs. The incremental cost per case detected is comparable to that reported for other pediatric screening initiatives.
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