Evidence map›Paper›PMID 41247268›Full record

ArticleJournal of occupational and environmental medicine2026

Work Productivity Burden Among Patients With Obstructive Sleep Apnea and Obesity Versus Controls Without Obstructive Sleep Apnea or Obesity.

Oralee J Varnado, Birong Liao, Michelle Jerry, Carolyn R Lew, Ryan Ross, Jud C Janak, Shraddha Shinde

Abstract read
In one paragraph

Article in Journal of occupational and environmental medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Oralee J VarnadoFrom the Eli Lilly and Company, Indianapolis, Indiana (O.J.V., B.L., S.S.).ORCID 0000-0001-8054-2544
Birong LiaoFrom the Eli Lilly and Company, Indianapolis, Indiana (O.J.V., B.L., S.S.).ORCID 0000-0002-6336-8940
Michelle JerryMerative, Ann Arbor, Michigan (M.J., C.R.L., R.R.).ORCID 0000-0003-1664-8090
Carolyn R LewMerative, Ann Arbor, Michigan (M.J., C.R.L., R.R.).ORCID 0000-0003-1115-0672
Ryan RossMerative, Ann Arbor, Michigan (M.J., C.R.L., R.R.).ORCID 0000-0002-9316-5810
Jud C JanakValo Health, Boston, Massachusetts (J.C.J.).ORCID 0009-0001-5620-5211
Shraddha ShindeFrom the Eli Lilly and Company, Indianapolis, Indiana (O.J.V., B.L., S.S.).ORCID 0009-0003-0120-7580

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThe aim of this study was to examine work loss, motor vehicle accidents, and serious injuries among patients with obstructive sleep apnea (OSA) and obesity ("patients") versus matched controls without OSA or obesity ("controls").

methodsOutcomes were compared for patients and controls after matching on baseline demographics, overall and stratified by OSA severity.

resultsPatients were 3 times more likely to have a short-term disability (STD) claim (15.7% vs 5.0%, P  < 0.001) and had higher STD costs ($960 vs $305, P  < 0.001) than matched controls. The prevalence of serious injuries was twofold higher (17.1% vs 8.4%; P  < 0.001).

conclusionsPatients with OSA and obesity have an elevated risk of STD and serious injuries versus matched controls. Both weight and OSA management have the potential to reduce the burden of OSA and thus have the potential to reduce the burden of STD and serious injuries.

Indexed as

EfficiencyObesitySleep Apnea, ObstructiveWounds and InjuriesAccidents, TrafficAdultCase-Control StudiesCost of IllnessFemaleHumansMaleMiddle AgedPrevalenceSick Leaveindirect costsobesityobstructive sleep apneaserious injurieswork productivity loss

Identifiers

PMID41247268
PMCPMC13105557

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.