Evidence map›Paper›PMID 30188491›Full record

ArticleJournal of occupational and environmental medicine2018

Estimating the Impact of Diabetes Mellitus on Worker Productivity Using Self-Report, Electronic Health Record and Human Resource Data.

David C Tabano, Melissa L Anderson, Debra P Ritzwoller, Arne Beck, Nikki Carroll, Paul A Fishman, David C Grossman

Open access · greenAbstract 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 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.1field-weighted citation impact, top 11% 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

6 citing papers in PubMed, 18 citations in OpenAlex.

  1. Trial
  2. Article
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  4. La Tunisie medicale · 2023
    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

7 authors at 1 institution in 1 country.

David C TabanoKaiser Permanente Institute for Health Research, Denver, Colorado (Tabano, Drs Ritzwoller, Beck, Carroll); University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado (Tabano); Kaiser Permanente Washington Health Research Institute, Seattle, Washington (Drs Anderson, Fishman, Grossman); Department of Health Services University of Washington, Seattle, Washington (Drs Fishman, Grossman).
Melissa L Anderson
Debra P Ritzwoller
Arne Beck
Nikki Carroll
Paul A Fishman
David C Grossman
Kaiser Permanente Washington Health Research Institute · US

Funding

Evaluation of Value-Based Health Plan DesignR18HS018913 · AHRQ · KAISER FOUNDATION HEALTH PLAN OF WASHINGTON · PI GROSSMAN, DAVID CAMPBELL · 2010 to 2013
$2.0M
AHRQ HHS R18 HS018913
6 · The paper itself

Abstract

objectiveWe assessed the relationship between diabetes mellitus (DM) and measures of worker productivity, direct health care costs, and costs associated with lost productivity (LP) among health care industry workers across two integrated health care systems.

methodsWe used data from the Value Based Benefit Design Health and Wellness Study Phase II (VBD), a prospective study of employees surveyed across health systems. Survey and health care utilization data were linked to estimate LP and health care utilization costs.

resultsMean marginal lost productive time per week was 0.56 hours higher for respondents with DM. Mean adjusted monthly total health care utilization costs were $467 higher for respondents with DM.

conclusionThe impact of DM is reflected in higher rates of LP and higher indirect costs for employers related to LP and higher health care resource use.

Indexed as

Cost of IllnessEfficiencyAbsenteeismAdolescentAdultAgedDiabetes MellitusElectronic Health RecordsFemaleHealth Care CostsHealth Care SectorHumansMaleMiddle AgedPresenteeismProspective Studies

Identifiers

PMID30188491
PMCPMC6224294
OpenAlexW2890458063

What Socratic holds

Textmetadata
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 Socratic graph.