Evidence map›Paper›PMID 31409626›Full record

ArticleOccupational and environmental medicine2019

Educational inequalities in the impact of chronic diseases on exit from paid employment among older workers: a 7-year prospective study in the Netherlands.

Karen Oude Hengel, Suzan J W Robroek, Iris Eekhout, Allard J van der Beek, Alex Burdorf

Open access · bronzeAbstract read
In one paragraph

Article in Occupational and environmental medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed, 2 pooled it
10.7field-weighted citation impact, top 2% 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

25 citing papers in PubMed, 2 syntheses or guidelines pooled it, 34 citations in OpenAlex.

  1. Pooled it
  2. A meta-analysis of unemployment risk factors for middle-aged workers.Scandinavian journal of work, environment & health · 2025
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  11. Quantifying the Contribution of Work Characteristics to Educational Disparities in Health-Induced Work Limitations.The journals of gerontology. Series B, Psychological sciences and social sciences · 2023
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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

5 authors at 3 institutions in 2 countries.

Karen Oude HengelErasmus MC Department of Public Health, Rotterdam, The Netherlands k.oudehengel@erasmusmc.nl.ORCID 0000-0003-3745-2660
Suzan J W RobroekErasmus MC Department of Public Health, Rotterdam, The Netherlands.
Iris EekhoutWork, Health & Technology, Netherlands Organisation of Applied Scientific Research TNO, Leiden, The Netherlands.
Allard J van der BeekDepartment of Public and Occupational Health, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands.
Alex BurdorfErasmus MC Department of Public Health, Rotterdam, The Netherlands.
Erasmus MC · NLNetherlands Organisation for Applied Scientific Research · NLAmsterdam University Medical Centers · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThe study aimed to investigate the relative and absolute risks of early exit from paid employment among older workers with a chronic disease, and to assess whether these risks differ across educational groups.

methodsData on chronic diseases and demographics from 9160 Dutch workers aged 45-64 years were enriched with monthly information on employment status from Statistics Netherlands. Subdistribution hazard ratios (SHR) and 7-year probabilities among workers with a chronic disease of exit from paid employment through disability benefits, unemployment benefits, early retirement benefits or economic inactivity were estimated using competing risks regression analyses based on Fine and Gray's models.

resultsWorkers with one chronic disease had a higher risk to exit paid employment through disability benefits (SHR 4.48 (95%CI 3.22 to 6.25)) compared with workers without chronic disease, and this risk further increased for multiple chronic diseases (SHR 8.91 (95%CI 6.33 to 12.55)). As occurrence of chronic diseases was highest among low educated workers, the 7-year probabilities to exit paid employment through disability benefits were highest among this group. Cardiovascular, musculoskeletal, psychological and respiratory diseases were associated with disability benefits (SHRs ranging from 2.11 (95%CI 1.45 to 3.07) to 3.26 (95%CI 2.08 to 5.12)), whereas psychological diseases were also related to unemployment (SHR 1.78 (95%CI 1.33 to 2.38)).

conclusionsOlder workers with a chronic disease have a higher risk to exit paid employment through disability benefits. As multimorbidity has an additive effect, addressing multimorbidity as a risk factor for sustainable employment is needed.

Indexed as

Educational StatusChronic DiseaseFemaleHumansMaleMental DisordersMiddle AgedMultimorbidityNetherlandsPersons with DisabilitiesProspective StudiesRetirementSocioeconomic FactorsUnemploymentchronic diseasedisability benefitseducational inequalitiesemployment

Identifiers

PMID31409626
PMCPMC6817992
OpenAlexW2968645510

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.