This comparison draws in part from “Smart Tech, Smarter Care: Empowering Clinicians, Elevating Care, and Shaping Ethical Practices” by Tim Fuller, Ph.D., BCBA-D (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 smart tech, smarter care: empowering clinicians, elevating care, and shaping ethical practices, 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 |
|---|---|---|
| Session Documentation | Traditional: BCBA writes session notes manually from observation and memory | AI-Augmented: AI generates draft notes from structured data inputs; BCBA reviews, edits, and approves |
| Data Analysis | Traditional: Visual analysis of graphed data by BCBA | AI-Augmented: Computational trend analysis supplements visual analysis; BCBA interprets both |
| Treatment Plan Development | Traditional: BCBA develops plan based on assessment, evidence base, and clinical judgment | AI-Augmented: AI suggests interventions and drafts goals; BCBA evaluates, modifies, and finalizes |
| Prior Authorization | Traditional: BCBA manually prepares authorization requests with supporting documentation | AI-Augmented: AI assembles supporting data and drafts request; BCBA reviews for accuracy and completeness |
| Quality Assurance | Traditional: Supervisor manually reviews documentation and data for accuracy | AI-Augmented: AI flags potential issues in documentation and data; supervisor focuses review on flagged items |
| Client Privacy | Traditional: Data remains within organizational systems under direct control | AI-Augmented: Data may be transmitted to third-party AI services, requiring additional privacy safeguards |
| Clinical Judgment Development | Traditional: Clinicians develop judgment through direct experience with data interpretation and decision-making | AI-Augmented: Risk of reduced judgment development if clinicians defer to AI; requires intentional skill maintenance |
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 smart tech, smarter care: empowering clinicians, elevating care, and shaping ethical practices 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.
Smart Tech, Smarter Care: Empowering Clinicians, Elevating Care, and Shaping Ethical Practices — Tim Fuller · 1 BACB Ethics CEUs · $30
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.
279 research articles with practitioner takeaways
239 research articles with practitioner takeaways
233 research articles with practitioner takeaways
1 BACB Ethics CEUs · $30 · 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.