Evidence map›Paper›PMID 41686994›Full record

ArticleJMIR formative research2026

A Computerized Adaptive Test for the Knowledge of Effective Parenting Test-Internalizing Module: Instrument Validation Study.

Oliver Lindhiem, Hannah D Gallagher, Claire S Tomlinson, Rachel Vaughn-Coaxum, David J Kolko, Paul A Pilkonis, Lan Yu

Abstract readValidation Study
In one paragraph

Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Oliver LindhiemSchool of Medicine, University of Pittsburgh, 100 N Bellefield, Office 537, Pittsburgh, PA, 15213, United States, 1 412-246-5909.ORCID 0000-0002-1012-9102
Hannah D GallagherWestern Psychiatric Hospital, University of Pittsburgh Medical Center, Pittsburgh, PA, United States.ORCID 0009-0003-1548-1329
Claire S TomlinsonSchool of Medicine, University of Pittsburgh, 100 N Bellefield, Office 537, Pittsburgh, PA, 15213, United States, 1 412-246-5909.ORCID 0000-0002-9349-215X
Rachel Vaughn-CoaxumSchool of Medicine, University of Pittsburgh, 100 N Bellefield, Office 537, Pittsburgh, PA, 15213, United States, 1 412-246-5909.ORCID 0000-0002-3776-4640
David J KolkoSchool of Medicine, University of Pittsburgh, 100 N Bellefield, Office 537, Pittsburgh, PA, 15213, United States, 1 412-246-5909.ORCID 0000-0003-4076-8287
Paul A PilkonisSchool of Medicine, University of Pittsburgh, 100 N Bellefield, Office 537, Pittsburgh, PA, 15213, United States, 1 412-246-5909.ORCID 0000-0003-1075-0617
Lan YuSchool of Medicine, University of Pittsburgh, 100 N Bellefield, Office 537, Pittsburgh, PA, 15213, United States, 1 412-246-5909.ORCID 0000-0003-0680-9487

Funding

Refining the Measurement of ParentingR01HD108140 · NICHD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI OLIVER JAMES LINDHIEM · 2023 to 2026
$1.3M
NICHD NIH HHS R01 HD108140
6 · The paper itself

Abstract

Background: The development of efficient, scalable, and precise tools to assess knowledge of evidence-based parenting strategies is critical, particularly as increased parenting knowledge is a core target of many intervention programs. Objective: This study aimed to develop and evaluate a computerized adaptive testing version of the Knowledge of Effective Parenting Test-Internalizing module (KEPT-I CAT). Methods: Using computerized adaptive testing simulations from a large (n=1000) national dataset, we compared the performance of the KEPT-I CAT to both the full-length Knowledge of Effective Parenting Test-Internalizing module and a 10-item static short form (KEPT-I Brief). Results: Results indicated that the KEPT-I CAT achieved comparable efficiency to the KEPT-I Brief (10 items), while demonstrating superior psychometric properties and modestly reducing the potential for practice effects. Conclusions: Given these advantages, the KEPT-I CAT is well-suited for post-intervention assessment and may facilitate research examining how increases in parenting knowledge relate to changes in behavior and reductions in child internalizing symptoms.

Indexed as

ParentingPsychometricsFemaleHumansMaleReproducibility of ResultsSurveys and Questionnairesassessmentcomputerized adaptive testinginternalizing symptomsparenting knowledgepsychometrics

Identifiers

PMID41686994
PMCPMC12904350

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.