Evidence map›Paper›PMID 34762291›Full record

ArticleChild development2022

Genetically informed, multilevel analysis of the Flynn Effect across four decades and three WISC versions.

Evan J Giangrande, Christopher R Beam, Deborah Finkel, Deborah W Davis, Eric Turkheimer

Abstract read
In one paragraph

Article in Child development, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Brain MRI and neurocognitive characteristics of children and adolescents living with HIV.Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence · 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.

Evan J GiangrandeDepartment of Psychology, University of Virginia, Charlottesville, Virginia, USA.ORCID 0000-0002-8023-0062
Christopher R BeamDepartment of Psychology, University of Southern California, Los Angeles, California, USA.ORCID 0000-0001-6827-409X
Deborah FinkelDepartment of Psychology, Indiana University Southeast, New Albany, Indiana, USA.ORCID 0000-0003-2346-2470
Deborah W DavisDepartment of Pediatrics, University of Louisville School of Medicine, Louisville, Kentucky, USA.ORCID 0000-0002-5943-3877
Eric TurkheimerDepartment of Psychology, University of Virginia, Charlottesville, Virginia, USA.

Funding

Past, Present, and Future Risk of Cognitive Decline and Cognitive Impairment in the Louisville Twin StudyR01AG063949 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Christopher Ryan Beam, DEBORAH WINDERS DAVIS · 2019 to 2026
$7.8M
Gene-environment interaction and correlation in the Louisville Twin StudyR03AG048850 · NIA · UNIVERSITY OF VIRGINIA · PI TURKHEIMER, ERIC NATHAN · 2014 to 2015
$312k
NIA NIH HHS R01 AG063949NIA NIH HHS R03 AG048850
6 · The paper itself

Abstract

This study investigated the systematic rise in cognitive ability scores over generations, known as the Flynn Effect, across middle childhood and early adolescence (7-15 years; 291 monozygotic pairs, 298 dizygotic pairs; 89% White). Leveraging the unique structure of the Louisville Twin Study (longitudinal data collected continuously from 1957 to 1999 using the Wechsler Intelligence Scale for Children [WISC], WISC-R, and WISC-III ed.), multilevel analyses revealed between-subjects Flynn Effects-as both decrease in mean scores upon test re-standardization and increase in mean scores across cohorts-as well as within-child Flynn Effects on cognitive growth across age. Overall gains equaled approximately three IQ points per decade. Novel genetically informed analyses suggested that individual sensitivity to the Flynn Effect was moderated by an interplay of genetic and environmental factors.

Indexed as

IntelligenceAdolescentChildHumansMultilevel AnalysisTwin Studies as TopicWechsler Scales

Identifiers

PMID34762291
PMCPMC9812031

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.