This comparison draws in part from “Exploring the Impact and Ethics of Private Equity” by Jay Katari, 💵💰🥩🚘🤣 (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 exploring the impact and ethics of private equity, 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 |
|---|---|---|
| Clinical Autonomy | PE-Backed: May implement standardized protocols and centralized treatment planning with less individual BCBA discretion | Independent: Typically offers greater clinician autonomy in assessment selection, treatment design, and discharge decisions |
| Compensation Structure | PE-Backed: Often higher base salaries and signing bonuses, but may include productivity-tied incentives and non-compete clauses | Independent: May offer lower base salary but with more balanced workload expectations and fewer contractual restrictions |
| Supervision Quality | PE-Backed: Supervision structures may be influenced by billable hour priorities, potentially compressing non-revenue supervision time | Independent: Often prioritizes supervision as a core clinical value with protected time, though resources may be more limited |
| Growth and Resources | PE-Backed: Access to capital for technology, training programs, and geographic expansion; more structured career pathways | Independent: Limited capital access but may offer more diverse roles, community integration, and entrepreneurial opportunities |
| Staff Turnover | PE-Backed: Higher turnover rates often reported due to productivity pressures, cultural changes post-acquisition, and burnout | Independent: Generally lower turnover when mission-driven culture is maintained, though may lose staff to higher-paying PE competitors |
| Client Experience | PE-Backed: Streamlined intake and insurance processes, but clients may experience more staff changes and less individualized programming | Independent: More personalized service and provider continuity, but may have less infrastructure for insurance navigation |
| Discharge Planning | PE-Backed: Financial incentives may create pressure to maintain caseloads, potentially delaying clinically appropriate transitions | Independent: Fewer financial disincentives for discharge, though individual practice economics still influence decisions |
| Long-Term Organizational Stability | PE-Backed: Ownership changes every 3-7 years as PE firms exit, creating uncertainty about future direction and culture | Independent: More stable ownership but vulnerable to competitive pressures and succession challenges if founder-dependent |
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 exploring the impact and ethics of private equity 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.
Exploring the Impact and Ethics of Private Equity — Jay Katari · 1.5 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
256 research articles with practitioner takeaways
239 research articles with practitioner takeaways
1.5 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.