Evidence map›Paper›PMID 23403824›Full record

ArticleJAMA pediatrics2013

Cost-effectiveness of screening strategies for identifying pediatric diabetes mellitus and dysglycemia.

En-Ling Wu, Nayla G Kazzi, Joyce M Lee

Abstract readComparative StudyEvaluation Study
In one paragraph

Article in JAMA pediatrics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 3 pooled it
–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

18 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Guideline
  2. Pediatric Obesity-Assessment, Treatment, and Prevention: An Endocrine Society Clinical Practice Guideline.The Journal of clinical endocrinology and metabolism · 2017 · on this map
    Guideline
  3. Pooled it
  4. Article
  5. Review
  6. Article
  7. Heterogeneity of circulating CXCR5-PD-1Acta diabetologica · 2023
    Article
  8. Article
  9. Review
  10. Article
  11. Review
  12. Review
  13. Article
  14. Article
  15. Review
  16. Staying Young at Heart: Cardiovascular Disease Prevention in Adolescents and Young Adults.Current treatment options in cardiovascular medicine · 2015
    Article
  17. Screening practices for identifying type 2 diabetes in adolescents.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2014
    Article
  18. Significance of HbA1c and its measurement in the diagnosis of diabetes mellitus: US experience.Diabetes, metabolic syndrome and obesity : targets and therapy · 2014
    Review
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

3 authors.

En-Ling WuDivision of Pediatric Endocrinology, Child Health Evaluation and Research Unit, University of Michigan Medical School, University of Michigan, Ann Arbor, MI 48109-5456, USA.
Nayla G Kazzi
Joyce M Lee

Funding

MICHIGAN INSTITUTE FOR CLINICAL AND HEALTH RESEARCH (MICHR) (UL1): (BPCA)UL1RR024986 · NCRR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SHANLEY, THOMAS P. · 2007 to 2011
$51.2M
PUBLIC HEALTH DEMONSTRATIONP60DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MYERS, MARTIN G · 1985 to 2012
$26.5M
Regional Pilot And Feasibility Study Grants ProgramP30DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Scott Soleimanpour · 2013 to 2026
$24.3M
Research BaseP30DK092926 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MARY ELLEN MICHELE HEISLER, ADESUWA B OLOMU · 2011 to 2026
$10.0M
SHORT-TERM TRAINING IN HEALTH PROF SCHOOLST35HL007690 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI FLAHERTY, KEVIN R · 1990 to 2024
$3.3M
Childhood Obesity and Type 2 Diabetes Trends: A Life Course AnalysisK08DK082386 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LEE, JOYCE · 2008 to 2012
$755k
NCRR NIH HHS UL1 RR024986NCRR NIH HHS UL1RR024986NHLBI NIH HHS T35 HL007690NIDDK NIH HHS 5P60 DK20572NIDDK NIH HHS K08 DK082386NIDDK NIH HHS P30 DK020572NIDDK NIH HHS P30 DK092926NIDDK NIH HHS P60 DK020572
6 · The paper itself

Abstract

objectiveTo conduct a cost-effectiveness analysis of screening strategies for identifying children with type 2 diabetes mellitus and dysglycemia (prediabetes/diabetes).

designCost simulation study.

settingA one-time US screening program. STUDY

participantsA total of 2.5 million children aged 10 to 17 years.

interventionScreening strategies for identifying diabetes and dysglycemia.

main outcome measuresEffectiveness (proportion of cases identified), total costs (direct and indirect), and efficiency (cost per case identified) of each screening strategy based on test performance data from a pediatric cohort and cost data from Medicare and the US Bureau of Labor Statistics.

resultsIn the base-case model, 500 and 400 000 US adolescents had diabetes and dysglycemia, respectively. For diabetes, the cost per case was extremely high ($312 000-$831 000 per case identified) because of the low prevalence of disease. For dysglycemia, the cost per case was in a more reasonable range. For dysglycemia, preferred strategies were the 2-hour oral glucose tolerance test (100% effectiveness; $390 per case), 1-hour glucose challenge test (63% effectiveness; $571), random glucose test (55% effectiveness; $498), or a hemoglobin A1c threshold of 5.5% (45% effectiveness; $763). Hemoglobin A1c thresholds of 5.7% and 6.5% were the least effective and least efficient (ranges, 7%-32% and $938-$3370) of all strategies evaluated. Sensitivity analyses for diabetes revealed that disease prevalence was a major driver of cost-effectiveness. Sensitivity analyses for dysglycemia did not lead to appreciable changes in overall rankings among tests.

conclusionsFor diabetes, the cost per case is extremely high because of the low prevalence of the disease in the pediatric population. Screening for diabetes could become more cost-effective if dysglycemia is explicitly considered as a screening outcome.

Indexed as

Mass ScreeningAdolescentBiomarkersBlood GlucoseChildCohort StudiesComputer SimulationCost-Benefit AnalysisDiabetes Mellitus, Type 2Glucose Tolerance TestGlycated HemoglobinHumansHyperglycemiaMedicareModels, EconomicPrediabetic StateBiomarkersBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, human

Identifiers

PMID23403824
PMCPMC3837695

What OpenQuestion holds

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Registered trials

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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.