Evidence map›Paper›PMID 27252871›Full record

ArticleBMJ open diabetes research & care2016

Direct costs in impaired glucose regulation: results from the population-based Heinz Nixdorf Recall study.

C Bächle, H Claessen, S Andrich, M Brüne, C M Dintsios, U Slomiany, U Roggenbuck, K H Jöckel, S Moebus, A Icks

Abstract read
In one paragraph

Article in BMJ open diabetes research & care, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–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

4 citing papers in PubMed.

  1. Article
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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

10 authors.

C BächlePaul Langerhans Group of Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Neuherberg, Germany.
H ClaessenPaul Langerhans Group of Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Neuherberg, Germany.
S AndrichPaul Langerhans Group of Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Neuherberg, Germany; Institute for Medical Informatics, Biometry and Epidemiology, University Hospital of Essen, University Duisburg-Essen, Germany; Department of Public Health, Faculty of Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
M BrünePaul Langerhans Group of Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Neuherberg, Germany.
C M DintsiosGerman Center for Diabetes Research (DZD), Neuherberg, Germany; Department of Public Health, Faculty of Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
U SlomianyInstitute for Medical Informatics, Biometry and Epidemiology, University Hospital of Essen, University Duisburg-Essen , Germany.
U RoggenbuckInstitute for Medical Informatics, Biometry and Epidemiology, University Hospital of Essen, University Duisburg-Essen , Germany.
K H JöckelInstitute for Medical Informatics, Biometry and Epidemiology, University Hospital of Essen, University Duisburg-Essen , Germany.
S MoebusInstitute for Medical Informatics, Biometry and Epidemiology, University Hospital of Essen, University Duisburg-Essen , Germany.
A IcksPaul Langerhans Group of Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany; German Center for Diabetes Research (DZD), Neuherberg, Germany; Department of Public Health, Faculty of Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveFor the first time, this population-based study sought to analyze healthcare utilization and associated costs in people with normal fasting glycemia (NFG), impaired fasting glycemia (IFG), as well as previously undetected diabetes and previously diagnosed diabetes linking data from the prospective German Heinz Nixdorf Recall (HNR) study with individual claims data from German statutory health insurances. RESEARCH DESIGN AND

methodsA total of 1709 participants of the HNR 5-year follow-up (mean age (SD) 64.9 (7.5) years, 44.5% men) were included in the study. Age-standardized and sex-standardized healthcare utilization and associated costs (reported as € for the year 2008, perspective of the statutory health insurance) were stratified by diabetes stage defined by the participants' self-report and fasting plasma glucose values. Cost ratios (CRs) were estimated using two-part regression models, adjusting for age, sex, sociodemographic variables and comorbidity.

resultsThe mean total direct healthcare costs for previously diagnosed diabetes, previously undetected diabetes, IFG, and NFG were €2761 (95% CI 2378 to 3268), €2210 (1483 to 4279), €2035 (1732 to 2486) and €1810 (1634 to 2035), respectively. Corresponding age-adjusted and sex-adjusted CRs were 1.53 (1.30 to 1.80), 1.16 (0.91 to 1.47), and 1.09 (0.95 to 1.25) (reference: NFG). Inpatient, outpatient and medication costs varied in order between people with IFG and those with previously undetected diabetes.

conclusionsThe study provides claims-based detailed cost data in well-defined glucose metabolism subgroups. CRs of individuals with IFG and previously undetected diabetes were surprisingly low. Data are important for the model-based evaluation of screening programs and interventions that are aimed either to prevent diabetes onset or to improve diabetes therapy as well.

Indexed as

Adult DiabetesCareHealth Care CostsPopulation-Based Studies

Identifiers

PMID27252871
PMCPMC4885277

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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.