This comparison draws in part from “AI and ABA: Friends or Foes?” by Cynthia Anderson, PhD (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 →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 ai and aba: friends or foes?, 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.
| Factor | Evidence-Based Approach | Traditional Approach |
|---|---|---|
| Scope of AI use | Cautious: Administrative and formatting tasks only (scheduling, email drafts, data display formatting) | Broader: Administrative plus clinical documentation assistance (note drafting, report formatting, literature summaries) |
| Risk profile | Cautious: Minimal clinical risk; errors in administrative tasks are easily caught and corrected | Broader: Moderate risk requiring systematic review processes to catch clinical inaccuracies |
| Efficiency gain | Cautious: Modest time savings, primarily in non-clinical work | Broader: Significant time savings that can be redirected to direct client care and supervision |
| Governance requirements | Cautious: Basic policies sufficient; minimal review infrastructure needed | Broader: Robust policies, review checklists, and training programs required |
| Privacy exposure | Cautious: Low; non-clinical tasks rarely involve protected health information | Broader: Higher; clinical documentation tasks may involve client-identifying information |
| Skill development | Cautious: Limited AI literacy needed; lower learning curve | Broader: Requires developed critical evaluation skills and ongoing AI literacy training |
| Adaptability to change | Cautious: Less disruption to current workflows but slower to capitalize on new capabilities | Broader: More adaptable as AI tools improve, with infrastructure already in place for responsible adoption |
The ABA Clubhouse has 60+ on-demand CEUs including ethics, supervision, and clinical topics like this one. Plus a new live CEU every Wednesday.
Use this framework when approaching ai and aba: friends or foes? in your practice:
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
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
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
This course covers the clinical and ethical dimensions in detail with structured learning objectives and CEU credit.
AI and ABA: Friends or Foes? — Cynthia Anderson · 1 BACB Ethics CEUs · $10
Take This Course →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.
280 research articles with practitioner takeaways
279 research articles with practitioner takeaways
252 research articles with practitioner takeaways
1 BACB Ethics CEUs · $10 · BehaviorLive
Research-backed educational guide
Research-backed answers for behavior analysts
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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.