Evidence map›Paper›PMID 40063397›Full record

ArticlePsychological assessment2025

Early childhood measurement invariance of the Strengths and Difficulties Questionnaire across age, race, sex, and socioeconomic status.

Alyssa R Palmer, Isabella C Stallworthy, Meriah L DeJoseph, Daniel Berry

Abstract read
In one paragraph

Article in Psychological assessment, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Alyssa R PalmerInstitute of Child Development, College of Education and Human Development, University of Minnesota.ORCID 0000-0003-2365-4958
Isabella C StallworthyInstitute of Child Development, College of Education and Human Development, University of Minnesota.ORCID 0000-0001-5177-2455
Meriah L DeJosephInstitute of Child Development, College of Education and Human Development, University of Minnesota.ORCID 0000-0002-5086-147X
Daniel BerryInstitute of Child Development, College of Education and Human Development, University of Minnesota.ORCID 0000-0001-7001-7914

Funding

Temperment, Psychobiological, and Cognitive PredictorsP01HD039667 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI VERNON-FEAGANS, LYNNE · 2002 to 2011
$29.1M
Early Life Stress and the Environmental Origins of Disease: a Population-based Prospective Longitudinal Study of Children in Rural Poverty (ECHO)UH3OD023332 · OD · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI KOPP, LISA MICHELLE, SWINGLER, MARGARET M. · 2018 to 2022
$22.7M
TRAINING THE SCIENCE OF CHILD MENTAL HEALTH TREATMENTT32MH073517 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI SUMA JACOB, John C. Piacentini · 2006 to 2026
$5.2M
MEASUREMENT OF EXECUTIVE FUNCTION IN YOUNG CHILDRENR01HD051502 · NICHD · PENNSYLVANIA STATE UNIVERSITY-UNIV PARK · PI BLAIR, CLANCY B · 2005 to 2009
$2.6M
Disentangling the role of poverty-related experiences on children's self-regulation: Identifying dynamic and contextually-relevant mechanismsF32HD112065 · NICHD · STANFORD UNIVERSITY · PI DEJOSEPH, MERIAH L · 2023 to 2025
$230k
Eunice Kennedy Shriver National Institute of Child Health and Human DevelopmentFoundation for the National Institutes of HealthJames S. McDonnell FoundationNational Institute of Child Health and Human DevelopmentNational Institutes of Health; National Institute on Drug Abuse; Office of Minority Health, National Center on Minority Health and Health DisparitiesNICHD NIH HHS F32 HD112065NICHD NIH HHS P01 HD039667NICHD NIH HHS R01 HD051502NIH HHS UH3 OD023332NIH Office of the Director/Foundation for the National Institutes of HealthNIMH NIH HHS T32 MH073517Office of Behavioral and Social Sciences ResearchUniversity of Minnesota; Graduate School
6 · The paper itself

Abstract

Research suggests there are differences in children's internalizing and externalizing symptoms as a function of age, race, sex, and socioeconomic status (SES). Males, Black children, and children experiencing lower SES have been rated as having more externalizing problems. Female and older children have been rated as having higher internalizing symptoms. The validity of these findings rests on the assumption that the measures mean the same thing across groups and developmental time (i.e., measurement invariance [MI]). Without assuring MI, results may represent differences in measurement and not true differences in the underlying construct. The Strengths and Difficulties Questionnaire (SDQ) is a widely used tool to measure internalizing and externalizing symptoms. Papers have evaluated MI of the SDQ in school-aged children. However, to our knowledge, no studies of young children have examined MI across Black and White families from diverse SES backgrounds. Data from the

Indexed as

PsychometricsSocial ClassAge FactorsBlack or African AmericanChildChild, PreschoolFactor Analysis, StatisticalFemaleHumansMaleReproducibility of ResultsSex FactorsSurveys and QuestionnairesWhite

Identifiers

PMID40063397
PMCPMC12011538

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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.