Evidence map›Paper›PMID 16123494›Full record

ArticleDiabetes care2005

Higher medical care costs accompany impaired fasting glucose.

Gregory A Nichols, Jonathan B Brown

Open access · bronzeAbstract read
In one paragraph

Article in Diabetes care, 2005. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.1field-weighted citation impact, top 13% of its field
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

16 citing papers in PubMed, 48 citations in OpenAlex.

  1. Trial
  2. Article
  3. Precision medicine and metabolic syndrome.ARYA atherosclerosis · 2022
    Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. 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

2 authors at 1 institution in 1 country.

Gregory A NicholsKaiser PermanenteCenter for Health Research, 3800 N. Interstate Ave., Portland, Oregon 97227-1098, USA. greg.nichols@kpchr.org
Jonathan B Brown
Kaiser Permanente Center for Health Research · US

Funding

Characteristics and Costs of Impaired Fasting GlucoseR21DK063961 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI NICHOLS, GREGORY A · 2004 to 2005
$316k
NIDDK NIH HHS 1 R21 DK063961-01A1NIDDK NIH HHS R21 DK063961
6 · The paper itself

Abstract

objectiveThe purpose of this study was to estimate medical costs associated with elevated fasting plasma glucose (FPG) and to determine whether costs differed for patients who met the 2003 (> or = 100 mg/dl) versus the 1997 (> or = 110 mg/dl) American Diabetes Association (ADA) cut point for impaired fasting glucose. RESEARCH DESIGN AND

methodsWe identified 28,335 patients with two or more FPG test results of at least 100 mg/dl between 1 January 1994 and 31 December 2003. Those with evidence of diabetes before the second test were excluded. We categorized patients into two stages of abnormal glucose (100-109 mg/dl and 110-125 mg/dl) and matched each of these subjects to a patient with a normal FPG test (<100 mg/dl) on age, sex, and year of FPG test. All subjects were followed until an FPG test qualified them for a higher stage, dispensing of an anti-hyperglycemic drug, health plan termination, or 31 December 2003.

resultsAdjusted annual costs were dollar 4,357 among patients with normal FPG, dollar 4,580 among stage 1 patients, and dollar 4,960 among stage 2 patients (P < 0.001, all comparisons). After removing patients with normal FPG tests whose condition progressed to a higher stage or diabetes, costs in the normal FPG stage were dollar 3,799. Patients in both stages 1 and 2 had more cardiovascular comorbidities than patients with normal FPG.

conclusionsOur results demonstrate that abnormal glucose metabolism is associated with higher medical care costs. Much of the excess cost was attributable to concurrent cardiovascular disease. The 2003 ADA cut point identifies a group of patients with greater costs and comorbidity than normoglycemic patients but with lower costs and less comorbidity than patients with FPG above the 1997 cut point.

Indexed as

Health Care CostsAdultAgedBlood GlucoseBody Mass IndexComorbidityDiabetes MellitusDisease ProgressionFemaleGlucose IntoleranceHumansLipidsMaleMiddle AgedPatient SelectionRisk FactorsBlood GlucoseLipids

Identifiers

PMID16123494
PMCPMC1383774
OpenAlexW2155914594

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.