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Training-Only vs. PDC-HS-Informed Performance Intervention: A Decision Framework

Source & Transformation

This comparison draws in part from “You Down With PDC? Why Isn't Everybody?” by Adriana Anderson, Ph.D., BCBA (BehaviorLive), and extends it with peer-reviewed research from our library of 27,900+ ABA research articles. The decision framework, BACB ethics code references, and cross-links below are synthesized by Behaviorist Book Club.

View the original presentation →
In This Guide
  1. Side-by-Side Comparison
  2. Clinical Decision Framework
  3. Key Takeaways

One of the most consequential decisions a behavior analyst makes is not just what intervention to use, but how to approach the clinical question in the first place. For you down with pdc? why isn't everybody?, the difference between an evidence-based, individualized approach and a traditional, protocol-driven one can significantly impact outcomes.

This guide lays out the key factors side by side to support your clinical decision-making.

Side-by-Side Comparison

Factor Evidence-Based Approach Traditional Approach
Root Cause Identification Training-Only: Assumes skill deficit without assessment; root cause not systematically evaluated PDC-HS-Informed: Systematically evaluates antecedent, material, and consequence variables before intervention selection
Intervention Match Training-Only: Effective only when skill deficit is the actual cause of the performance gap; mismatched to non-training causes PDC-HS-Informed: Interventions selected from across the full range of antecedent and consequence options, matched to assessed function
Resource Efficiency Training-Only: High resource investment; ineffective and repeated training consumes supervisor and staff time without producing improvement PDC-HS-Informed: Assessment investment upfront; intervention efficiency improved by targeting actual drivers of the performance gap
Staff Experience Training-Only: Repeated training for problems not caused by skill deficits is experienced as punitive and demoralizing; undermines trust PDC-HS-Informed: Collaborative assessment process communicates organizational investment in understanding and improving working conditions
Systemic Problem Detection Training-Only: Individual-level intervention does not reveal or address systemic organizational contributors to performance gaps PDC-HS-Informed: Heat map aggregation reveals systemic patterns requiring organizational-level intervention beyond individual re-training
Evidence Base Training-Only: BST has strong evidence when skill deficit is the correct target; evidence does not support training for non-skill deficit problems PDC-HS-Informed: Published systematic reviews support PDC-HS as a valid assessment tool with demonstrated utility in human services settings
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Clinical Decision Framework

Use this framework when approaching you down with pdc? why isn't everybody? in your practice:

Step 1: Is intervention warranted?

Does the data support a need for intervention? Is there a meaningful impact on the individual's quality of life, safety, or access to reinforcement?

YES → Proceed to assessment NO → Document reasoning, monitor

Step 2: Have you conducted an individualized assessment?

A functional assessment should guide intervention selection. Avoid defaulting to standard protocols without individual analysis. Consider environmental variables, setting events, and private events.

YES → Select evidence-based approach matched to function NO → Complete assessment first

Step 3: Is the individual/caregiver involved in decision-making?

Goals should be co-developed. Assent and informed consent are ethical requirements. The individual's preferences and values matter in selecting both goals and methods.

YES → Proceed with collaborative plan NO → Engage in shared decision-making

Step 4: Verify your approach

Key Takeaways

Go Deeper With This CEU

This course covers the clinical and ethical dimensions in detail with structured learning objectives and CEU credit.

You Down With PDC? Why Isn't Everybody? — Adriana Anderson · 1 BACB Supervision CEUs · $20

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Research Explore the Evidence

We extended this decision guide with research from our library — dig into the peer-reviewed studies behind each approach, in plain-English summaries written for BCBAs.

Measurement and Evidence Quality

279 research articles with practitioner takeaways

View Research →

Symptom Screening and Profile Matching

258 research articles with practitioner takeaways

View Research →

Brief Behavior Assessment and Treatment Matching

252 research articles with practitioner takeaways

View Research →

Related

CEU Course: You Down With PDC? Why Isn't Everybody?

1 BACB Supervision CEUs · $20 · BehaviorLive

Guide: You Down With PDC? Why Isn't Everybody? — What Every BCBA Needs to Know

Research-backed educational guide

FAQ: 10 Questions About You Down With PDC? Why Isn't Everybody?

Research-backed answers for behavior analysts

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Clinical Disclaimer

All behavior-analytic intervention is individualized. The information on this page is for educational purposes and does not constitute clinical advice. Treatment decisions should be informed by the best available published research, individualized assessment, and obtained with the informed consent of the client or their legal guardian. Behavior analysts are responsible for practicing within the boundaries of their competence and adhering to the BACB Ethics Code for Behavior Analysts.

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