This comparison draws in part from “The Human Element: Applying Behavioral Science to Law Enforcement Training” by Maria Gilmour, Ph.D., BCBA-D, LBA (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 the human element: applying behavioral science to law enforcement training, 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 |
|---|---|---|
| When appropriate | When the goal is measurable behavior change in officer communication and de-escalation skills that transfers to field encounters. Essential when officers interact with vulnerable populations including individuals with disabilities, mental health conditions, or communication differences that require adaptive responding | When the goal is general awareness and broad orientation to communication concepts for officers with no prior exposure to de-escalation frameworks. May serve as an adequate starting point before more intensive behavioral training is provided |
| Training methodology | Behavioral skills training: instruction, modeling, rehearsal with role-play scenarios, and immediate performance feedback. Training targets are operationally defined and measured. Difficulty is graduated based on skill acquisition data, and mastery criteria are established before advancing to more complex scenarios | Lecture-based instruction, video viewing, and discussion. Officers receive information about communication principles and de-escalation strategies but may have limited opportunity to practice skills and receive individual feedback. Assessment, if present, typically measures knowledge rather than performance |
| Ethical basis | BACB Ethics Code requirements for evidence-based practice, competence, and measurable outcomes. Training programs must demonstrate behavioral impact rather than relying on participant satisfaction or self-reported attitude change. Ongoing evaluation ensures that training achieves its stated objectives | Compliance with department training requirements and state-mandated continuing education hours. Ethical evaluation focuses on whether training meets administrative requirements rather than whether it produces measurable changes in officer behavior |
| Outcome measurement | Multi-level assessment: immediate skill acquisition (role-play), maintenance (follow-up assessments), and generalization (field performance data including use-of-force reports, complaints, body camera review). Operational definitions enable reliable measurement across observers and time points | Outcome measurement typically limited to completion records, post-training surveys of participant satisfaction, and occasional pre-post knowledge tests. Behavioral outcomes in the field are rarely tracked in connection with specific training programs |
| Addressing implicit bias | Targets observable differential responding through behavioral measurement, self-monitoring training, antecedent strategies that reduce bias influence on decision-making, and reinforcement of equitable responding. Moves beyond awareness into measurable behavior change | Addresses implicit bias through awareness-raising activities, discussion of bias concepts, and exposure to diverse perspectives. May increase knowledge about bias without changing the behavioral patterns through which bias affects real-world decision-making |
| Long-term impact | Builds durable behavioral repertoires through practice, feedback, and reinforcement. Individualized action plans support continued skill development after training ends. Follow-up assessment identifies officers who need additional support, enabling targeted booster training | Impact typically diminishes over time as trained knowledge fades without behavioral practice. Without follow-up assessment, skill decay is not identified until a critical incident reveals the gap. Annual refresher lectures may slow but do not prevent this decay |
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 the human element: applying behavioral science to law enforcement training 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.
The Human Element: Applying Behavioral Science to Law Enforcement Training — Maria Gilmour · 2 BACB Ethics CEUs · $90
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
258 research articles with practitioner takeaways
2 BACB Ethics CEUs · $90 · BehaviorLive
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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.