Evidence map›Paper›PMID 41343402›Full record

ArticlePsychological assessment2026

How often is "often"? Improving assessment of the externalizing spectrum using absolute frequency.

Isaac T Petersen, Zachary Demko, Philipp Doebler, Loreen Sabel, Jacob J Oleson, Robert F Krueger

Abstract read
In one paragraph

Article in Psychological assessment, 2026. 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

6 authors.

Isaac T PetersenDepartment of Psychological and Brain Sciences, University of Iowa.ORCID 0000-0003-3072-6673
Zachary DemkoDepartment of Psychological and Brain Sciences, University of Iowa.ORCID 0000-0002-5717-6205
Philipp DoeblerFachgebiet fur Statistische Methoden in den Sozialwissenschaften, Technische Universitat Dortmund.ORCID 0000-0002-2946-8526
Loreen SabelFachgebiet fur Statistische Methoden in den Sozialwissenschaften, Technische Universitat Dortmund.ORCID 0000-0002-9832-8842
Jacob J OlesonDepartment of Biostatistics, University of Iowa.ORCID 0000-0001-6343-3274
Robert F KruegerDepartment of Psychology, University of Minnesota.ORCID 0000-0001-9127-5509

Funding

U19 MIDlife in the United States-Diversity Supplement-WellsU19AG051426 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI CAROL D. RYFF · 2016 to 2026
$74.8M
Integrative Pathways to Cognitive, Affective, and Brain HealthU01AG077928 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Sterling C Johnson, MARGIE E LACHMAN · 2022 to 2026
$17.7M
University of Iowa Institute for Clinical and Translational ScienceUM1TR004403 · NCATS · UNIVERSITY OF IOWA · PI Marlan R Hansen, Patricia Winokur · 2023 to 2026
$16.1M
The impact of adverse interpersonal experiences (AIE) on mild cognitive impairment (MCI) and risk for Alzheimer's disease and related dementias (ADRD) in ethnically diverse twinsR01AG053217 · NIA · UNIVERSITY OF MINNESOTA · PI Robert F Krueger, Glenn I Roisman · 2016 to 2026
$9.1M
Antecedents of Adult Physical Health and Cognitive Risks for Alzheimer's Disease and Related Dementias (ADRD) in Adolescent Family Experiences: A Prospective, Longitudinal Adoption StudyR01AG077742 · NIA · UNIVERSITY OF MINNESOTA · PI Robert F Krueger, Glenn I Roisman · 2022 to 2026
$3.9M
Mechanisms of Health and Disease at the Behavioral-Biomedical InterfaceT32GM108540 · NIGMS · UNIVERSITY OF IOWA · PI LUTGENDORF, SUSAN K, VOSS, MICHELLE WEBB · 2014 to 2023
$1.7M
Cognitive Control in the Development of School Readiness in Early ChildhoodR01HD098235 · NICHD · UNIVERSITY OF IOWA · PI PETERSEN, ISAAC T · 2020 to 2024
$1.6M
Understanding Health and Disease at the Behavioral-Biomedical InterfaceT32GM149386 · NIGMS · UNIVERSITY OF IOWA · PI SUSAN K LUTGENDORF, Daniel T. Tranel · 2024 to 2026
$781k
National Center for Advancing Translational Sciences (NCATS)National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human DevelopmentNational Institutes of Health; National Institute on AgingNCATS NIH HHS UM1 TR004403NIA NIH HHS R01 AG053217NIA NIH HHS R01 AG077742NIA NIH HHS U01 AG077928NIA NIH HHS U19 AG051426NICHD NIH HHS R01 HD098235NIGMS NIH HHS T32 GM108540NIGMS NIH HHS T32 GM149386
6 · The paper itself

Abstract

Nearly all questionnaires of externalizing problems use vague quantifiers of relative frequency (e.g., rarely/sometimes/often) or true/false statements. Vague quantifiers have many problems, including imprecision and low interpretability. An alternative is numeric quantifiers that quantify, in absolute frequency, how many times the person engaged in the behavior during a given time frame. This study evaluates whether absolute frequency provides utility for assessing the externalizing spectrum. Participants included adults recruited online and college students, for a combined sample of 1,237 adults (290 males; 947 females) spanning 18-92 years of age. A subset of items was adapted from the Externalizing Spectrum Inventory to assess absolute frequency, supplemented with additional items to ensure broad coverage. Using a 30-day reference period, participants indicated how many times they engaged in each behavior per day, per week, in the past month, or in the prior year. Externalizing problems showed age-related decreases from early to later adulthood. On average, men showed greater externalizing problems than women in early and older adulthood; women showed greater externalizing problems than men in middle adulthood. Latent scores derived from absolute frequency items demonstrated convergent validity with a widely used measure of externalizing problems (Adult Self-Report), discriminant validity with respect to internalizing problems, and criterion and incremental validity in relation to functional impairment and inhibitory control. Count data led to greater precision-less uncertainty in the estimate of each person's level of externalizing problems-than dichotomized versions of the items. Findings suggest there is key utility in assessing absolute frequency of externalizing behavior. (PsycInfo Database Record (c) 2026 APA, all rights reserved).

Indexed as

Problem BehaviorAdolescentAdultAgedAged, 80 and overFemaleHumansMaleMiddle AgedPsychometricsReproducibility of ResultsSurveys and QuestionnairesYoung Adult

Identifiers

PMID41343402
PMCPMC12695006

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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.