Evidence map›Paper›PMID 39630417›Full record

ArticleJournal of studies on alcohol and drugs2025

Adjusting for Measurement Bias in the MEEQ-B Across Sex and Race/Ethnicity in the ABCD Study.

Tammy Chung, Shawn J Latendresse, Nicole Kennelly, Margret Z Powell, Carolyn E Sartor

Abstract read
In one paragraph

Article in Journal of studies on alcohol and drugs, 2025. 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
–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

4 citing papers in PubMed.

  1. Measurement invariance in the Youth Electronic Cigarette Outcome Expectancies Questionnaire across sex and race/ethnicity in pre- to early adolescence.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2026
    Article
  2. Article
  3. The role of peer influence in shaping developmental trajectories of substance use expectancies in early adolescence.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2026
    Article
  4. 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

5 authors.

Tammy ChungInstitute for Health, Health Care Policy, and Aging Research, Rutgers, The State University of New Jersey, New Brunswick, New Jersey.
Shawn J LatendresseDepartment of Psychology and Neuroscience, Baylor University, Waco, Texas.
Nicole KennellyInstitute for Health, Health Care Policy, and Aging Research, Rutgers, The State University of New Jersey, New Brunswick, New Jersey.
Margret Z PowellDepartment of Psychology and Neuroscience, Baylor University, Waco, Texas.
Carolyn E SartorInstitute for Health, Health Care Policy, and Aging Research, Rutgers, The State University of New Jersey, New Brunswick, New Jersey.

Funding

ABCD-USA Consortium: Coordinating CenterU24DA041147 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SANDRA A BROWN, TERRY L. JERNIGAN · 2015 to 2026
$54.7M
ABCD-USA Consortium: Data Analysis, Informatics and Resource CenterU24DA041123 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ANDERS M DALE · 2015 to 2026
$51.5M
Adolescent Substance Use Initiation: Disentangling neurocognitive risks from consequences using longitudinal and genetically-informed methodsU01DA041120 · NIDA · UNIVERSITY OF MINNESOTA · PI Monica Luciana, Sylia Wilson · 2015 to 2026
$34.5M
ABCD-USA Consortium: Research ProjectU01DA041089 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Joanna Jacobus, Susan F. Tapert · 2015 to 2026
$31.7M
Prospective Research Studies of Maturation (PRISM)- Research ProjectU01DA041134 · NIDA · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI ERIN MCGLADE, PERRY FRANKLIN RENSHAW · 2015 to 2026
$29.2M
ABCD-USA CONSORTIUM: RESEARCH PROJECTU01DA041048 · NIDA · CHILDREN'S HOSPITAL OF LOS ANGELES · PI Megan Marie Herting, ELIZABETH R SOWELL · 2015 to 2026
$28.7M
ABCD-USA Consortium: Research ProjectU01DA041106 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Mary M Heitzeg, Chandra Sekhar Sripada · 2015 to 2026
$24.9M
FIU-ABCD: Pathways and Mechanisms to Addiction in the Latino Youth of South FloridaU01DA041156 · NIDA · FLORIDA INTERNATIONAL UNIVERSITY · PI Raul Gonzalez, Angela R Laird · 2015 to 2026
$22.8M
ABCD-USA Consortium: Research ProjectU01DA041148 · NIDA · OREGON HEALTH & SCIENCE UNIVERSITY · PI Damien A Fair, Rebekah S Huber · 2015 to 2026
$22.3M
ABCD-USA: NYC Research ProjectU01DA041174 · NIDA · YALE UNIVERSITY · PI Arielle Ryan Baskin-Sommers, Betty J Casey · 2015 to 2026
$19.7M
Adolescent Brain Cognitive Development (ABCD) Prospective Research in Studies of Maturation (PRISM) ConsortiumU01DA041117 · NIDA · UNIVERSITY OF MARYLAND BALTIMORE · PI LINDA CHANG, THOMAS M ERNST · 2015 to 2026
$19.5M
15/21 ABCD-USA Consortium: Research Project Site at LIBRU01DA050989 · NIDA · LAUREATE INSTITUTE FOR BRAIN RESEARCH · PI ROBIN L AUPPERLE, MARTIN P. PAULUS · 2020 to 2026
$14.7M
NIDA NIH HHS U01 DA041022NIDA NIH HHS U01 DA041025NIDA NIH HHS U01 DA041028NIDA NIH HHS U01 DA041048NIDA NIH HHS U01 DA041089NIDA NIH HHS U01 DA041093NIDA NIH HHS U01 DA041106NIDA NIH HHS U01 DA041117NIDA NIH HHS U01 DA041120NIDA NIH HHS U01 DA041134NIDA NIH HHS U01 DA041148NIDA NIH HHS U01 DA041156NIDA NIH HHS U01 DA041174NIDA NIH HHS U01 DA050987NIDA NIH HHS U01 DA050988NIDA NIH HHS U01 DA050989NIDA NIH HHS U01 DA051016NIDA NIH HHS U01 DA051018NIDA NIH HHS U01 DA051037NIDA NIH HHS U01 DA051038NIDA NIH HHS U01 DA051039NIDA NIH HHS U01 DA056472NIDA NIH HHS U24 DA041123NIDA NIH HHS U24 DA041147NIMHD NIH HHS R01 MD016922
6 · The paper itself

Abstract

objectiveThe primary aim of this study was to assess and adjust for measurement non-equivalence (bias) by sex, race/ethnicity, and co-occurring social identities (Sex × Race/Ethnicity) for the Marijuana Effect Expectancies Questionnaire-Brief (MEEQ-B) among Black, Latinx, and non-Latinx White youth. The second aim was to determine how group comparisons change after accounting for possible measurement bias.

methodBlack, Latinx, and non-Latinx White youth from the Adolescent Brain and Cognitive Development Study Follow-up 3 (

resultsMeasurement non-equivalence was observed for positive and negative expectancies across sex, race/ethnicity, and their co-occurring social identities. MNLFA revealed between-group differences at the factor and item level. Further, comparisons of original (unadjusted) and MNLFA-generated adjusted scores revealed that unadjusted scores underestimated or did not detect some group differences in positive expectancies identified using adjusted scores, and unadjusted scores underestimated how much lower negative expectancies were in Black and Latinx relative to non-Latinx White youth.

conclusionsResults highlight the need for caution when interpreting scores of a measure like the MEEQ-B that has not undergone measurement equivalence testing and demonstrate how failing to adjust for non-equivalence can result in biased estimates of positive and negative expectancies, particularly when used with diverse populations.

Indexed as

Black or African AmericanHispanic or LatinoMarijuana UseWhiteAdolescentBiasChildFemaleFollow-Up StudiesHumansMaleSex FactorsSocial IdentificationSurveys and Questionnaires

Identifiers

PMID39630417
PMCPMC12419513

What OpenQuestion holds

Textmetadata
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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.