Evidence map›Paper›PMID 37384562›Full record

ArticlePerspectives on psychological science : a journal of the Association for Psychological Science2023

Worldwide Well-Being: Simulated Twins Reveal Genetic and (Hidden) Environmental Influences.

Espen Røysamb, Terrie E Moffitt, Avshalom Caspi, Eivind Ystrøm, Ragnhild Bang Nes

Open access · hybridAbstract readTwin Study
In one paragraph

Article in Perspectives on psychological science : a journal of the Association for Psychological Science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.3field-weighted citation impact, top 12% 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

4 citing papers in PubMed, 7 citations in OpenAlex.

  1. Digital media balance and mental health: effects of a school-based program.Child and adolescent psychiatry and mental health · 2026
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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 2 institutions in 3 countries.

Espen RøysambPromenta Research Center, Department of Psychology, University of Oslo.
Terrie E MoffittPromenta Research Center, Department of Psychology, University of Oslo.
Avshalom CaspiPromenta Research Center, Department of Psychology, University of Oslo.ORCID 0000-0003-0082-4600
Eivind YstrømPromenta Research Center, Department of Psychology, University of Oslo.
Ragnhild Bang NesPromenta Research Center, Department of Psychology, University of Oslo.
Norwegian Institute of Public Health · NODuke University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

What are the major sources of worldwide variability in subjective well-being (SWB)? Twin and family studies of SWB have found substantial heritability and strong effects from unique environments but virtually no effects from shared environments. However, extant findings are not necessarily valid at the global level. Prior studies have examined within-countries variability but did not take into account mean differences across nations. In this article, we aim to estimate the effects of genetic factors, individual environmental exposures, and shared environments for the global population. We combine a set of knowns from national well-being studies (means and standard deviations) and behavioral-genetic studies (heritability) to model a scenario of twin studies across 157 countries. For each country, we simulate data for a set of twin pairs and pool the data into a global sample. We find a worldwide heritability of 31% to 32% for SWB. Individual environmental factors explain 46% to 52% of the variance (including measurement error), and shared environments account for 16% to 23% of the global variance in SWB. Worldwide, well-being is somewhat less heritable than within nations. In contrast to previous within-countries studies, we find a notable effect of shared environments. This effect is not limited to within families but operates at a national level.

Indexed as

Twins, DizygoticTwins, MonozygoticEnvironmental ExposureGene-Environment InteractionGeneticsHumansenvironmentgeneticssimulationtwinswell-being

Identifiers

PMID37384562
PMCPMC10623597
OpenAlexW4382536848

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.