Evidence map›Paper›PMID 28192030›Full record

ArticlePopulation health management2017

Medical Care Expenditures for Individuals with Prediabetes: The Potential Cost Savings in Reducing the Risk of Developing Diabetes.

Tamkeen Khan, Stavros Tsipas, Gregory Wozniak

Open access · hybridAbstract read
In one paragraph

Article in Population health management, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 2 pooled it
5.2field-weighted citation impact, top 4% 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

23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 47 citations in OpenAlex.

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  18. Digital Health-Supported Lifestyle Change Programs to Prevent Type 2 Diabetes.Diabetes spectrum : a publication of the American Diabetes Association · 2018
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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

3 authors at 1 institution in 1 country.

Tamkeen KhanAmerican Medical Association , Chicago, Illinois.
Stavros TsipasAmerican Medical Association , Chicago, Illinois.
Gregory WozniakAmerican Medical Association , Chicago, Illinois.
American Medical Association · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The United States has 86 million adults with prediabetes. Individuals with prediabetes can prevent or delay the development of type 2 diabetes through lifestyle modifications such as participation in the National Diabetes Prevention Program (DPP), thereby mitigating the medical and economic burdens associated with diabetes. A cohort analysis of a commercially insured population was conducted using individual-level claims data from Truven Health MarketScan

Indexed as

Prediabetic StateRisk Reduction BehaviorAdolescentAdultCost SavingsDiabetes MellitusFemaleHealth ExpendituresHumansLife StyleMaleMiddle AgedRisk FactorsYoung Adultdiabetes prevention programlifestyle interventionprediabetesreturn on investment

Identifiers

PMID28192030
PMCPMC5649409
OpenAlexW2599990111

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.