Evidence map›Paper›PMID 23012269›Full record

ArticlePsychological science2012

Most reported genetic associations with general intelligence are probably false positives.

Christopher F Chabris, Benjamin M Hebert, Daniel J Benjamin, Jonathan Beauchamp, David Cesarini, Matthijs van der Loos, Magnus Johannesson, Patrik K E Magnusson, Paul Lichtenstein, Craig S Atwood and 5 more

Abstract read
In one paragraph

Article in Psychological science, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 96 papers, 7 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
96citing papers in PubMed, 7 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

96 citing papers in PubMed, 7 syntheses or guidelines pooled it.

  1. Pooled it
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  4. Independent evidence for an association between general cognitive ability and a genetic locus for educational attainment.American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics · 2015
    Pooled it
  5. Common genetic variants associated with cognitive performance identified using the proxy-phenotype method.Proceedings of the National Academy of Sciences of the United States of America · 2014
    Pooled it
  6. Pooled it
  7. Pooled it
  8. Trial
  9. Trial
  10. Does performance invalidity undermine replication? Evidence from an undergraduate student participant sample.Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists · 2026
    Article
  11. Association ofAlpha psychiatry · 2025
    Article
  12. The Genetics of Intelligence.Deutsches Arzteblatt international · 2025
    Review
  13. Article
  14. Article
  15. Review
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  17. Article
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  19. Review
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36 more citing papers are in PubMed but not listed here.

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

15 authors.

Christopher F ChabrisDepartment of Psychology, Union College, Schenectady, NY 12308, USA. chabris@gmail.com
Benjamin M Hebert
Daniel J Benjamin
Jonathan Beauchamp
David Cesarini
Matthijs van der Loos
Magnus Johannesson
Patrik K E Magnusson
Paul Lichtenstein
Craig S Atwood
Jeremy Freese
Taissa S Hauser
Robert M Hauser
Nicholas Christakis
David Laibson

Funding

Understanding and Improving Healthcare Decision-Making and Outcomes for People Living with Alzheimer's Disease and Related DementiasP01AG005842 · NIA · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI JOSEPH J DOYLE · 1986 to 2026
$56.5M
NBER Center for Aging and Health Research-Post COVID-19 Experiences Among Adults with ADRDP30AG012810 · NIA · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI DAVID M CUTLER · 1999 to 2026
$24.6M
NBER Training Program in Aging and Health EconomicsT32AG000186 · NIA · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI CUTLER, DAVID M, FINKELSTEIN, AMY N. · 1989 to 2024
$9.6M
CIT NIH HHS QLG2-CT-2002-01254NIA NIH HHS P01 AG005842NIA NIH HHS P01AG005842NIA NIH HHS P30 AG012810NIA NIH HHS T32 AG000186NIA NIH HHS T32-AG000186-23
6 · The paper itself

Abstract

General intelligence (g) and virtually all other behavioral traits are heritable. Associations between g and specific single-nucleotide polymorphisms (SNPs) in several candidate genes involved in brain function have been reported. We sought to replicate published associations between g and 12 specific genetic variants (in the genes DTNBP1, CTSD, DRD2, ANKK1, CHRM2, SSADH, COMT, BDNF, CHRNA4, DISC1, APOE, and SNAP25) using data sets from three independent, well-characterized longitudinal studies with samples of 5,571, 1,759, and 2,441 individuals. Of 32 independent tests across all three data sets, only 1 was nominally significant. By contrast, power analyses showed that we should have expected 10 to 15 significant associations, given reasonable assumptions for genotype effect sizes. For positive controls, we confirmed accepted genetic associations for Alzheimer's disease and body mass index, and we used SNP-based calculations of genetic relatedness to replicate previous estimates that about half of the variance in g is accounted for by common genetic variation among individuals. We conclude that the molecular genetics of psychology and social science requires approaches that go beyond the examination of candidate genes.

Indexed as

HumansIndividualityIntelligencePolymorphism, Single NucleotideReproducibility of Results

Identifiers

PMID23012269
PMCPMC3498585

What OpenQuestion holds

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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.