Evidence map›Paper›PMID 40368932›Full record

ArticleNature communications2025

The genetic and environmental composition of socioeconomic status in Norway.

Joakim Coleman Ebeltoft, Espen Moen Eilertsen, Rosa Cheesman, Ziada Ayorech, Arno Van Hootegem, Torkild Hovde Lyngstad, Eivind Ystrom

Erratum issuedAbstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Joakim Coleman EbeltoftPROMENTA Center, Department of Psychology, University of Oslo, Oslo, Norway. joakimeb@uio.no.ORCID http://orcid.org/0009-0003-4821-0533
Espen Moen EilertsenPROMENTA Center, Department of Psychology, University of Oslo, Oslo, Norway.
Rosa CheesmanPROMENTA Center, Department of Psychology, University of Oslo, Oslo, Norway.
Ziada AyorechPROMENTA Center, Department of Psychology, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0002-8372-421X
Arno Van HootegemDepartment of Sociology & Human Geography, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0002-9559-8038
Torkild Hovde LyngstadDepartment of Sociology & Human Geography, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0001-7830-9305
Eivind YstromPROMENTA Center, Department of Psychology, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0003-4390-6171

Funding

Jacobs Foundation 2023-1510-00Norges Forskningsråd (Research Council of Norway) 288083Norges Forskningsråd (Research Council of Norway) 325245Norges Forskningsråd (Research Council of Norway) 331640Norges Forskningsråd (Research Council of Norway) 336078
6 · The paper itself

Abstract

Estimating the contributions of genetic and environmental factors is key to understanding differences in socioeconomic status (SES). However, the heritability of SES varies by measure, method, and context. Here, we estimate genetic and environmental sources of variance and commonality in the 'big four' SES indicators. We use high-quality administrative data on educational attainment, occupational prestige, income, and wealth, and employ four family-based and unrelated genotype-based heritability methods, all drawn from the same population-wide cohort of >170,000 Norwegians aged 35-45. By drawing subsamples from a consistent sample and using registry-based data, we reduce differences in estimates due to population characteristics and measurement error. Our results show that genetic variation consistently explains more for educational attainment and occupational prestige. Family-shared environmental contributions explained more for educational attainment and wealth. Our results highlight considerable common influences on the four SES indicators among genetic and shared environmental factors, but not among non-shared environmental factors. Overall, we show how the relative importance of genetic and environmental factors to SES differences in Norway varies by method and type of socioeconomic attainment. This study is a reliable source for comparing heritability methods, and for comparing SES indicators and their genetic and environmental commonality in a social-democratic welfare state.

Indexed as

Gene-Environment InteractionSocial ClassAdultEducational StatusFemaleGenetic VariationHumansIncomeMaleMiddle AgedNorway

Identifiers

PMID40368932
PMCPMC12078464

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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.