Evidence map›Paper›PMID 31989388›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2020

Biases in health expectancies due to educational differences in survey participation of older Europeans: It's worth weighting for.

Sonja Spitzer

Abstract read
In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing 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

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

  1. Pooled it
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  13. COVID-19 in Rural Ontario Communities: Exploring Women's Mental Health During a Pandemic.International journal of environmental research and public health · 2025
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  14. Educational Disparities in Age-Related Hearing Loss and Hearing Aid Use Across Age, Gender, and European Region.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025
    Article
  15. Article
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  17. Sociodemographic inequalities in the incidence of COVID-19 in National Household Sample Survey cohort, Brazil, 2020.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2024
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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

1 author.

Sonja SpitzerWittgenstein Centre for Demography and Global Human Capital (Univ. Vienna, IIASA, VID/ÖAW), International Institute for Applied Systems Analysis (IIASA), Schloßplatz 1, 2361, Laxenburg, Austria. sonja.spitzer@iiasa.ac.at.ORCID http://orcid.org/0000-0002-2114-7947

Funding

Horizont 2020 Research and Innovation Programme 741105
6 · The paper itself

Abstract

Health expectancies are widely used by policymakers and scholars to analyse the number of years a person can expect to live in good health. Their calculation requires life tables in combination with prevalence rates of good or bad health from survey data. The structure of typical survey data, however, rarely resembles the education distribution in the general population. Specifically, low-educated individuals are frequently underrepresented in surveys, which is crucial given the strong positive correlation between educational attainment and good health. This is the first study to evaluate if and how health expectancies for 13 European countries are biased by educational differences in survey participation. To this end, calibrated weights that consider the education structure in the 2011 censuses are applied to measures of activity limitation in the Survey of Health, Ageing and Retirement in Europe. The results show that health expectancies at age 50 are substantially biased by an average of 0.3 years when the education distribution in the general population is ignored. For most countries, health expectancies are overestimated; yet remarkably, the measure underestimates health for many Central and Eastern European countries by up to 0.9 years. These findings highlight the need to adjust for distortion in health expectancies, especially when the measure serves as a base for health-related policy targets or policy changes.

Indexed as

Educational StatusHealth StatusActivities of Daily LivingAgedAge FactorsAgingBiasEuropeFemaleHealth SurveysHumansLife ExpectancyMaleMiddle AgedModels, StatisticalSelf ReportActivity limitationsEducation and inequalityHealth expectanciesIterative proportional fitting (IPF)Survey of Health, Ageing and Retirement in Europe (SHARE)Survey participation

Identifiers

PMID31989388
PMCPMC7214500

What OpenQuestion holds

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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.