Evidence map›Paper›PMID 41144144›Full record

SynthesisPrevention science : the official journal of the Society for Prevention Research2025

Beyond Clicks: A Systematic Review of How Engagement is Defined, Predicted, and Linked to Child Outcomes in Self-directed eHealth Preventive Parenting Programs.

Mary J Kuckertz, Joanna J Kim, Vijaya M Nandiwada-Hofer, Sydni A J Basha, Arbella Kasim, Laney Karpel, A R Georgeson, Nancy A Gonzales

Abstract readSystematic Review
In one paragraph

Synthesis in Prevention science : the official journal of the Society for Prevention Research, 2025. 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

8 authors.

Mary J KuckertzREACH Institute, Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ, 85287, USA.
Joanna J KimREACH Institute, Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ, 85287, USA. JoannaKim@asu.edu.ORCID 0000-0002-3298-7757
Vijaya M Nandiwada-HoferREACH Institute, Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ, 85287, USA.
Sydni A J BashaREACH Institute, Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ, 85287, USA.
Arbella KasimREACH Institute, Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ, 85287, USA.
Laney KarpelREACH Institute, Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ, 85287, USA.
A R GeorgesonDepartment of Psychology, University of Notre Dame, Notre Dame, IN, USA.
Nancy A GonzalesREACH Institute, Department of Psychology, Arizona State University, 950 S. McAllister Ave., Tempe, AZ, 85287, USA.

Funding

Research training in substance use prevention: Closing the research-practice gapT32DA039772 · NIDA · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI Cady Berkel, Nancy A. Gonzales · 2015 to 2026
$4.2M
Digital implementation support strategies for caregiver home practiceK01DA055118 · NIDA · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI Joanna Jandee Kim · 2022 to 2026
$880k
Advancing measurement and scoring methods for testing mediation models of substance useF32DA053137 · NIDA · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI GEORGESON, ALEXIS RAE · 2022 to 2024
$210k
NIDA NIH HHS F32DA053137NIDA NIH HHS K01 DA055118NIDA NIH HHS K01DA055118NIDA NIH HHS T32 DA039772NIDA NIH HHS T32DA039772
6 · The paper itself

Abstract

Preventive parenting programs effectively promote positive parenting behaviors and prevent negative child behavioral health outcomes, but engagement is often low. Self-directed eHealth interventions are increasingly available as an option that offers flexibility and increased access for parents. Yet, reports of and operationalizations of engagement within self-directed programs vary and correlates of eHealth engagement are not well understood. Thus, this study systematically reviewed reports to identify common operationalizations of engagement in self-directed preventive eHealth parenting programs, predictors of engagement, and associations between engagement and child behavioral health outcomes. Of 835 records screened, 31 unique studies had caregivers that participated in a self-directed eHealth preventive parenting programs that defined engagement or program adherence. Most studies reported the number of modules completed as a measure of parent engagement. About one-third of programs also reported frequency of parent program access. There was great variability in variables examined as correlates of eHealth program engagement, limiting the ability to draw consistent patterns of predictors of engagement. Evidence linking engagement to youth mental and behavioral health outcomes was similarly limited. Although module or session completion was the most common metric, studies varied in how engagement was further defined and applied. This heterogeneity poses challenges for comparing engagement rates across studies, but individual studies provide emerging evidence of potential ways to increase engagement within self-directed programs (e.g., phone coaching, ordering of content). Overall, this review underscores the need for further research as eHealth interventions continue to be offered to parents.

Indexed as

ParentingTelemedicineChildHumansParentseHealthEngagementParentingPrevention

Identifiers

PMID41144144
PMCPMC13221138

What OpenQuestion holds

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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.