Evidence map›Paper›PMID 33176746›Full record

ArticleBMC public health2020

Education differences in sickness absence and the role of health behaviors: a prospective twin study.

K B Seglem, R Ørstavik, F A Torvik, E Røysamb, M Vollrath

Abstract readTwin Study
In one paragraph

Article in BMC public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
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  9. Article
  10. Occupation and Sickness Absence in the Different Autonomous Communities of Spain.International journal of environmental research and public health · 2021
    Article
  11. Impact of Workplace Conflicts on Self-Reported Medically Certified Sickness Absence in Latvia.International journal of environmental research and public health · 2021
    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

5 authors.

K B SeglemDepartment of Mental Disorders, Norwegian Institute of Public Health, P. O. Box 222, Skøyen, 0213, Oslo, Norway. karoline.seglem@gmail.com.ORCID https://orcid.org/0000-0002-7106-9166
R ØrstavikDepartment of Mental Health and Suicide, Norwegian Institute of Public Health, P. O. Box 222, Skøyen, 0213, Oslo, Norway.
F A TorvikCentre for Fertility and Health, Norwegian Institute of Public Health, P. O. Box 222, Skøyen, 0213, Oslo, Norway.
E RøysambDepartment of Child Health, Norwegian Institute of Public Health, P. O. Box 222, Skøyen, 0213, Oslo, Norway.
M VollrathDepartment of Mental Health and Suicide, Norwegian Institute of Public Health, P. O. Box 222, Skøyen, 0213, Oslo, Norway.

Funding

Research Council of Norway 237999Research Council of Norway 262700Research Council of Norway 288083
6 · The paper itself

Abstract

backgroundLong-term sickness absences burden the economy in many industrialized countries. Both educational attainment and health behaviors are well-known predictors of sickness absence. It remains, however, unclear whether these associations are causal or due to confounding factors. The co-twin control method allows examining causal hypotheses by controlling for familial confounding (shared genes and environment). In this study, we applied this design to study the role of education and health behaviors in sickness absence, taking sex and cohort differences into account.

methodsParticipants were two cohorts of in total 8806 Norwegian twins born 1948 to 1960 (older cohort, mean age at questionnaire = 40.3, 55.8% women), and 1967 to 1979 (younger cohort, mean age at questionnaire = 25.6, 58.9% women). Both cohorts had reported their health behaviors (smoking, physical activity and body mass index (BMI)) through a questionnaire during the 1990s. Data on the twins' educational attainment and long-term sickness absences between 2000 and 2014 were retrieved from Norwegian national registries. Random (individual-level) and fixed (within-twin pair) effects regression models were used to measure the associations between educational attainment, health behaviours and sickness absence and to test the effects of possible familial confounding.

resultsLow education and poor health behaviors were associated with a higher proportion of sickness absence at the individual level. There were stronger effects of health behaviors on sickness absence in women, and in the older cohort, whereas the effect of educational attainment was similar across sex and cohorts. After adjustment for unobserved familial factors (genetic and environmental factors shared by twin pairs), the associations were strongly attenuated and non-significant, with the exception of health behaviors and sickness absence among men in the older cohort.

conclusionsThe associations between educational attainment, health behaviors, and sickness absence seem to be confounded by unobserved familial factors shared by co-twins. However, the association between health behaviors and sickness absence was consistent with a causal effect among men in the older cohort. Future studies should consider familial confounding, as well as sex and age/cohort differences, when assessing associations between education, health behaviors and sickness absence.

Indexed as

Health BehaviorTwinsEducational StatusFemaleHumansMaleNorwayProspective StudiesCausalityEducationFamilial confoundingGenesHealth behaviorsNorwaySickness absenceTwin study

Identifiers

PMID33176746
PMCPMC7656504

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Registered trials

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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.