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Active-Ingredient Scorecard: Component-Dosage Audit for Parent-Training Programs

A service that audits parent-training manuals to ensure they teach actual skills rather than just giving lectures.

A B2B audit service that codes any parent-training manual against a 39-technique behavioral taxonomy and returns a component-dosage profile — flagging lecture-heavy, active-ingredient-light curricula — so program developers and health commissioners can rebalance or select programs based on which components actually drive parental outcomes.

MedicineAttention Deficit Hyperactivity Disorder
Attention Deficit Hyperactivity DisorderBehavioral-health program development and commissioning — quality improvement and procurement of parent-training programs.

Concept

A software-assisted audit for parent-training programs (ADHD and adjacent child behavior problems). A program developer, health system, or payer submits the intervention manual and session materials; coders working with the tool assign dosage scores across the 39 behavioral techniques used in the new meta-regression, grouped into families (antecedent manipulation, reinforcement, psychoeducation, and others). The deliverable is a one-page component-dosage profile: how much program time goes to each technique family, benchmarked against the manuals of effective trials, with a red flag on psychoeducation overload and concrete rebalancing recommendations (e.g., "convert didactic modules 1–2 into antecedent-practice missions"). Programs that rebalance can carry an "active-ingredient balanced" badge for commissioning and marketing.

Why now

The new meta-regression (29 RCTs, 138 effect sizes, N = 2,345, drawn from 23,026 screened publications) proved that technique dosage coded from intervention manuals predicts parental outcomes: higher antecedent-manipulation dosage tracked with better parenting sense of competence and parental mental health, higher reinforcement dosage with larger decreases in negative parenting, and higher psychoeducation dosage was negatively related to parental outcomes. This turns curriculum composition into a measurable quality dimension, and the method is field-ready — the meta-analysis itself coded 29 manuals with this taxonomy. European ADHD Guidelines already call for evidence-based selection among psychosocial interventions [6], giving commissioners and developers a concrete reason to demand component-level profiles before purchase or redesign. Recommendations are framed as rebalancing toward technique families with positive dose-response associations, since the exploratory design could not isolate techniques.

Written by GLM · 11 Oct 2026

AI assessment

Backed by 2 papers92

A high-utility B2B audit tool that transforms a complex meta-regression into a concrete quality-assurance standard for the multi-million dollar parent-training market.

Evidence strength
5/5
The idea directly operationalizes the specific findings of a large-scale meta-regression (29 RCTs) that identified a clear dose-response relationship between specific techniques and outcomes.
Market pull
4/5
Health commissioners (like NHS) and large program providers have a strong incentive to optimize efficacy and reduce waste, especially given the European ADHD Guidelines' call for evidence-based selection.
Novelty & moat
4/5
While 'Trigger-Proof' uses the same research to build a program, this idea creates the 'grading scale' for the entire industry, moving from a single product to a systemic audit mechanism.
Feasibility
5/5
The taxonomy already exists and the methodology was demonstrated in the research; the MVP is essentially a structured coding interface and a reporting dashboard.
Wedge clarity
5/5
The 'Component-Dosage Profile' is a sharp, tangible deliverable that provides immediate value to a procurement officer or program developer.
Simplicity / focus
5/5
The product is focused on a single, clear function: auditing a manual against a specific taxonomy to produce a scorecard.

Scored by Gemma 4 · 11 Oct 2026. Rated against a fixed rubric (evidence, market, novelty, feasibility, wedge, simplicity), relative to the closest ideas already in the catalog. A prior estimate to compare ideas before real-world signal arrives.

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Who benefits

  • Triple P Internationalcompany

    Developer of one of the most widely disseminated parenting programs; a component-dosage audit would show where its ADHD pathways are psychoeducation-heavy and give a rebalancing roadmap backed by the new dose-response evidence.

  • NHS Englandorganization

    Commissions parenting programs at national scale; component-dosage scorecards give commissioners an evidence-based quality dimension beyond brand name and trial count when selecting which programs to fund.

  • Incredible Years, Inc.company

    Major parent-training program developer; auditing its manuals against the 39-technique taxonomy would identify where to shift time toward antecedent and reinforcement techniques.

  • PCIT Internationalorganization

    Certifies Parent-Child Interaction Therapy providers; component profiles could guide its ADHD adaptations and where provider training emphasis should sit.

Research it builds on

  1. The management of ADHD in children and adolescents: bringing evidence to the clinic: perspective from the European ADHD Guidelines Group (EAGG)
    David Coghill, Tobias Banaschewski, Samuele Cortese et al. · 2021 · 178 citations
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  2. Meta-analysis: Which Components of Parent Training Work for Children With Attention-Deficit/Hyperactivity Disorder?
    Tycho J. Dekkers, Rianne Hornstra, Saskia Van der Oord et al. · 2021 · 108 citations
    All ideas from this paper →
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feasibility