Evidence map›Paper›PMID 27951530›Full record

ArticleObesity facts2016

The Economic Burden of Obesity in Germany: Results from the Population-Based KORA Studies.

Nichola Yates, Christina M Teuner, Matthias Hunger, Rolf Holle, Renée Stark, Michael Laxy, Hans Hauner, Annette Peters, Silke B Wolfenstetter

Abstract read
In one paragraph

Article in Obesity facts, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 2 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

19 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Obesity, Employment, and Economic Productivity in Europe: A Systematic Literature Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026
    Pooled it
  2. Pooled it
  3. Trial
  4. Article
  5. Observational
  6. Economics of hypothalamic obesity in patients with craniopharyngioma and other rare sellar/suprasellar tumors.The European journal of health economics : HEPAC : health economics in prevention and care · 2025
    Article
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  11. Heart Rate Recovery (HRR) Is Not a Singular Predictor for Physical Fitness.International journal of environmental research and public health · 2022
    Article
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  16. The interrelation of osteoarthritis and diabetes mellitus: considering the potential role of interleukin-10 and in vitro models for further analysis.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2018
    Review
  17. Long-term effects of adolescent obesity: time to act.Nature reviews. Endocrinology · 2018
    Review
  18. Article
  19. Article
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

9 authors.

Nichola YatesInstitute of Health Economics and Health Care Management, German Research Centre for Environmental Health, Helmholtz Zentrum München, Neuherberg, Germany.
Christina M Teuner
Matthias Hunger
Rolf Holle
Renée Stark
Michael Laxy
Hans Hauner
Annette Peters
Silke B Wolfenstetter

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo estimate the excess costs of obese compared to normal-weight persons in Germany based on self-reported resource utilisation and work absence.

methodsFive cross sectional surveys of cohort studies in southern Germany were pooled resulting in 9,070 observations for 6,731 individuals (31-96 years). BMI was measured in the study centre. Self-reported health care utilisation and work absence was used to estimate direct and indirect costs for the year 2011 based on unit costs. Using regression analyses, adjusted costs for different BMI groups were calculated.

resultsOverweight and obese people showed significantly higher odds of health care utilisation and productivity losses compared with normal-weight people in most categories. Total direct/indirect costs were significantly higher with increasing severity of obesity (pre-obese (1.05 (0.90-1.23) / 1.38 (1.11-1.71)), obesity level I (1.18 (1.00-1.39) / 1.33 (1.02-1.73)), obesity level II (1.46 (1.14-1.87) / 1.77 (1.18-2.65)) or level III (2.04 (1.40-2.97) / 1.99 (1.20-3.30)) compared to normal-weight participants. In particular, higher obesity classes were significantly associated with increased costs for medication, general practitioner utilisation and work absence.

conclusionOur results show that overweight and obesity are associated with enormous societal direct and indirect costs in Germany. This supports the evidence from previous top-down studies, but provides important new information based on a large pooled data set and measured BMI.

Indexed as

AdultAgedAged, 80 and overBody Mass IndexCohort StudiesCosts and Cost AnalysisCross-Sectional StudiesFemaleGermanyHealth Care CostsHealth ResourcesHumansMaleMiddle AgedObesityOverweight

Identifiers

PMID27951530
PMCPMC5644792

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.