Precision, Passion, and a Pint with Dr. Kerri Milyko, BCBA-D (Part II)

ABA on Tap1h 0mApril 7, 2026

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AI-Generated Summary

In this second part of their interview with Dr. Kerri Milyko, BCBA-D, Mike Rubio and Dan Lowry dive deep into the systemic challenges facing the ABA field, particularly around the tension between clinical innovation and administrative efficiency. Dr. Milyko critiques how electronic health records (EHRs) and insurance-driven models have prioritized operational metrics over clinical quality, leading to a situation where clinicians are forced to adapt their care to fit software and reimbursement requirements rather than the other way around. She argues that the field has been paralyzed by perfectionism, delaying the creation of standardized, measurable outcomes that could enable scalable, defensible care. Drawing on metaphors like 'temperature of the butter' and 'seeds in different climates,' she emphasizes the need for a standardized framework—what she calls 'meso data'—to track progress across micro-level interventions and macro-level outcomes, allowing for both personalization and accountability. The conversation also explores the role of private equity, the importance of partnerships between small clinics and large organizations, and the transformative potential of AI to automate data collection, freeing clinicians to focus on meaningful client connections. Ultimately, Dr. Milyko envisions a future where technology serves clinical excellence, not the other way around, and where ABA can prove its value across diagnoses through reliable, predictive models of care. Key takeaways include: 1) Standardization of outcomes and procedures (not rigid protocols) is essential for scalability and accountability; 2) Meso-level data tracking—bridging micro-interventions and macro-outcomes—is critical for measuring real progress; 3) AI and automation should free clinicians from administrative burdens so they can focus on connection and innovation; 4) The field must move beyond perfectionism and start with 'good enough' models to learn and improve; 5) Insurance companies and clinicians must partner to create flexible, data-driven frameworks that reflect the complexity of behavior change; 6) The future of ABA lies in being a 'center of the future'—where technology handles data, and humans focus on relationship and impact. The tone is urgent yet hopeful, calling for collective action and systemic change.

Key Takeaways
1

Standardization of outcomes and procedures is essential for scalability and accountability, not for enforcing uniformity.

2

Meso-level data—tracking the link between micro-interventions and macro-outcomes—is critical for measuring real progress.

3

AI and automation should free clinicians from administrative burdens so they can focus on connection and innovation.

4

The field must move beyond perfectionism and start with 'good enough' models to learn and improve.

5

Insurance companies and clinicians must partner to create flexible, data-driven frameworks that reflect the complexity of behavior change.

…and 1 more takeaway available in PodZeus

Chapters
0:00
10 min

Introduction and the Crisis of Clinical Integrity

The episode opens with a warm welcome to ABA on Tap, setting the stage for a deep dive into systemic issues in ABA practice. The hosts introduce Dr. Kerri Milyko, BCBA-D, and frame the conversation around the tension between clinical innovation and administrative efficiency, particularly how EHRs and insurance models have reshaped care delivery.

10:00
10 min

The EHR Dilemma: Efficiency vs. Clinical Fidelity

It's necessary but not sufficient. And you said it. It's that people are adjusting care to fit the software.

Highlight
20:00
10 min

The Perfection Paralysis: Why We Can't Wait for the Perfect Model

We're debating over perfection instead of driving for good.

Highlight
30:00
10 min

The Roadmap Problem: Who Sets the Standards?

We've been waiting 10 years for you guys to figure this out. You guys haven't.

Highlight
40:00
10 min

The Power of Meso Data: Bridging Micro and Macro

Meso data is looking at the combination of microdata that is a linking to macro data.

Highlight
High-Impact Quotes
If we can have technology collect the microdata through AI and it's a center of the future... the client is going to be so engaged.
Dr. Kerri Milyko53:28
Viral: 92.0
We're debating over perfection instead of driving for good.
Dr. Kerri Milyko10:05
Viral: 90.0
We've been waiting 10 years for you guys to figure this out. You guys haven't.
Dr. Kerri Milyko11:48
Viral: 88.0
Speakers

Hosts

Mike RubioDan Lowry

Guest

Dr. Kerri Milyko
Topics Discussed
Meso-Level Data and Outcome Tracking98%Clinical Innovation vs. Administrative Efficiency95%Standardization in ABA Practice92%Electronic Health Records and Software Design90%Insurance Company Influence on ABA88%AI and Technology in ABA85%Private Equity and ABA Industry Consolidation78%Client-Centered Care and Neurodiversity75%
People & Brands

Dr. Kerri Milyko

person

12xPositive

Mike Rubio

person

10xNeutral

Dan Lowry

person

8xNeutral

Centria Healthcare

organization

6xPositive

Central Reach

organization

5xNeutral

TRICARE

organization

4xNeutral

Tim Yeager

person

4xPositive

Nevada

place

4xNeutral

Private Equity

organization

4xNegative

ABA on Tap

media

3xNeutral

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