Evidence map›Paper›PMID 29065062›Full record

ArticleJournal of occupational and environmental medicine2018

Impact of Obesity on Work Productivity in Different US Occupations: Analysis of the National Health and Wellness Survey 2014 to 2015.

Ian Kudel, Joanna C Huang, Rahul Ganguly

Abstract read
In one paragraph

Article in Journal of occupational and environmental medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 1 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

16 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pollution, stress response, and obesity: A systematic review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Pooled it
  2. Article
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  4. Article
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  6. Article
  7. Body Mass Index z Scores Correlate with Epidermal Function in Chinese Children.Diabetes, metabolic syndrome and obesity : targets and therapy · 2023
    Article
  8. Article
  9. Obesity and sickness absenteeism among health workers in a private hospital in South Africa.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2022
    Article
  10. Occupational heat exposure and the risk of chronic kidney disease of nontraditional origin in the United States.American journal of physiology. Regulatory, integrative and comparative physiology · 2021
    Review
  11. Article
  12. Implications of Professional Occupation Related to Obesity in Patients Undergoing Bariatric Surgery.International journal of environmental research and public health · 2020
    Article
  13. 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

3 authors.

Ian KudelKantar Health, New York, New York (Dr Kudel); and Novo Nordisk, Plainsboro, New Jersey (Drs Huang, Ganguly).
Joanna C Huang
Rahul Ganguly

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe aim of this study was to quantify the relationship between workers' body mass index and work productivity within various occupations.

methodsData from two administrations (2014 and 2015) of the United States (US) National Health and Wellness Survey, an Internet-based survey administered to an adult sample of the US population, were used for this study (n = 59,772). Occupation was based on the US Department of Labor's 2010 Standardized Occupation Codes. Outcomes included work productivity impairment and indirect costs of missed work time.

resultsObesity had the greatest impact on work productivity in Construction, followed by Arts and Hospitality occupations. Outcomes varied across occupations; multivariable analyses found significant differences in work productivity impairment and indirect costs between normal weight and at least one obesity class.

conclusionObesity differentially impacted productivity and costs, depending upon occupation.

Indexed as

Body Mass IndexEfficiencyAbsenteeismAdultFemaleHealth SurveysHumansMaleMiddle AgedObesityOccupationsPresenteeismUnited States

Identifiers

PMID29065062
PMCPMC5770108

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.