Evidence map›Paper›PMID 34158142›Full record

ArticleDevelopment and psychopathology2023

Three-variable systems: An integrative moderation and mediation framework for developmental psychopathology.

Brandon L Goldstein, Megan C Finsaas, Thomas M Olino, Roman Kotov, Damion J Grasso, Daniel N Klein

Abstract read
In one paragraph

Article in Development and psychopathology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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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

6 authors.

Brandon L GoldsteinDepartment of Psychiatry, University of Connecticut School of Medicine, Farmington, CT, USA.ORCID 0000-0002-7003-2281
Megan C FinsaasDepartment of Epidemiology, Columbia University, New York, NY, USA.
Thomas M OlinoDepartment of Psychology, Temple University, Philadelphia, PA, USA.ORCID 0000-0001-5139-8571
Roman KotovDepartment of Psychiatry, Stony Brook University, Stony Brook, NY, USA.
Damion J GrassoDepartment of Psychiatry, University of Connecticut School of Medicine, Farmington, CT, USA.
Daniel N KleinDepartment of Psychology, Stony Brook University, Stony Brook, NY, USA.

Funding

RESEARCH TRAINING PROGRAM IN PSYCHIATRIC EPIDEMIOLOGYT32MH013043 · NIMH · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Katherine M. Keyes · 1985 to 2026
$11.7M
Mapping Dimensional Aspects of Biobehavioral Threat Reactivity in Young, Violence-Exposed Children: Linkages to Fear and DistressU01MH113390 · NIMH · UNIVERSITY OF CONNECTICUT SCH OF MED/DNT · PI BRIGGS-GOWAN, MARGARET J, GRASSO, DAMION JOSEPH · 2018 to 2022
$3.8M
Developmental changes in reward responsivity: Associations with depression risk markersR01MH107495 · NIMH · TEMPLE UNIV OF THE COMMONWEALTH · PI OLINO, THOMAS M · 2016 to 2020
$3.6M
Personality Development and Vulnerability to First-Episode DepressionR01MH093479 · NIMH · STATE UNIVERSITY NEW YORK STONY BROOK · PI KOTOV, ROMAN I · 2012 to 2016
$3.3M
NIMH NIH HHS R01 MH093479NIMH NIH HHS R01 MH107495NIMH NIH HHS T32 MH013043NIMH NIH HHS U01 MH113390
6 · The paper itself

Abstract

In this article, we consider an often overlooked model that combines mediation and moderation to explain how a third variable can relate to a risk factor-psychopathology relationship. We refer to it as moderation and mediation in a three-variable system. We describe how this model is relevant to studying vulnerability factors and how it may advance developmental psychopathology research. To illustrate the value of this approach, we provide several examples where this model may be applicable, such as the relationships among parental externalizing pathology, harsh parenting, and offspring psychopathology as well as between neuroticism, stressful life events, and depression. We discuss possible reasons why this model has not gained traction and attempt to clarify and dispel those concerns. We provide guidance and recommendations for when to consider this model for a given data set and point toward existing resources for testing this model that have been developed by statisticians and other methodologists. Lastly, we describe important caveats, limitations, and considerations for making this approach most useful for developmental research. Overall, our goal in presenting this information to developmental psychopathology researchers is to encourage testing moderation and mediation in a three-variable system with the aim of advancing analytic strategies for studying vulnerability factors.

Indexed as

Mental DisordersPsychopathologyHumansNeuroticismParentingParentsdevelopmental psychopathologylongitudinal researchmediationmoderationrisk factors

Identifiers

PMID34158142
PMCPMC9990490

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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.