Evidence map›Paper›PMID 37653148›Full record

SynthesisNature human behaviour2023

Evidence of correlations between human partners based on systematic reviews and meta-analyses of 22 traits and UK Biobank analysis of 133 traits.

Tanya B Horwitz, Jared V Balbona, Katie N Paulich, Matthew C Keller

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Nature human behaviour, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers.

0numbers the graph read from it
0cells of the map it votes in
52citing 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

52 citing papers in PubMed.

  1. Dyadic patterns of abstinence from smoking in dual-smoking couples enrolled in a pilot randomized clinical trial.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 2026
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  14. Personality Genomics.Annual review of psychology · 2026
    Review
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  19. Family-GWAS reveals effects of environment and mating on genetic associations.medRxiv : the preprint server for health sciences · 2025
    Article
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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

4 authors.

Tanya B Horwitz *Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA. taho7982@colorado.edu.ORCID 0000-0001-8031-3944
Jared V Balbona *Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA.
Katie N PaulichInstitute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA.
Matthew C KellerInstitute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA. matthew.c.keller@colorado.edu.ORCID 0000-0002-6075-9882

Funding

Research Training: Mental Health Behavior GeneticsT32MH016880 · NIMH · UNIVERSITY OF COLORADO AT BOULDER · PI Naomi P. Friedman, Matthew Charles Keller · 1985 to 2026
$5.3M
Research Training-Genetics of Substance AbuseT32DA017637 · NIDA · UNIVERSITY OF COLORADO AT BOULDER · PI STITZEL, JERRY A · 2004 to 2023
$5.3M
Estimating the genetic and environmental architecture of psychiatric disordersR01MH100141 · NIMH · UNIVERSITY OF COLORADO · PI KELLER, MATTHEW CHARLES · 2013 to 2022
$5.3M
Causes and consequences of mental disorders: The environmental and genetic influences of parents on offspring.R01MH130448 · NIMH · UNIVERSITY OF COLORADO · PI Matthew Charles Keller · 2022 to 2026
$3.7M
NIDA NIH HHS T32 DA017637NIMH NIH HHS R01 MH100141NIMH NIH HHS R01 MH130448NIMH NIH HHS T32 MH016880
6 · The paper itself

Abstract

Positive correlations between mates can increase trait variation and prevalence, as well as bias estimates from genetically informed study designs. While past studies of similarity between human mating partners have largely found evidence of positive correlations, to our knowledge, no formal meta-analysis has examined human partner correlations across multiple categories of traits. Thus, we conducted systematic reviews and random-effects meta-analyses of human male-female partner correlations across 22 traits commonly studied by psychologists, economists, sociologists, anthropologists, epidemiologists and geneticists. Using ScienceDirect, PubMed and Google Scholar, we incorporated 480 partner correlations from 199 peer-reviewed studies of co-parents, engaged pairs, married pairs and/or cohabitating pairs that were published on or before 16 August 2022. We also calculated 133 trait correlations using up to 79,074 male-female couples in the UK Biobank (UKB). Estimates of the 22 mean meta-analysed correlations ranged from r

Indexed as

Academic SuccessBiological Specimen BanksChronotypeEducational StatusFemaleHumansMaleUnited Kingdom

Identifiers

PMID37653148
PMCPMC10967253

What OpenQuestion holds

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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.