The Private Equity Problem in ABA: What Families Need to Know

When a family begins ABA therapy for their child, they are trusting a provider with something irreplaceable: their child's developmental window. Every month matters. Every session counts. The quality of that care depends on who is making the decisions inside the organization providing it.

Increasingly, those decisions are not being made by clinicians. They are being made by investment firms.

What Is Happening in the ABA Industry?

Applied Behavior Analysis has become one of the fastest-growing segments in healthcare. Autism diagnosis rates have risen to 1 in 36 children. All 50 states now mandate insurance coverage for ABA therapy. Medicaid reimbursement rates range from $50 to $125 per hour depending on the state and service type.

These factors have made ABA therapy extremely attractive to private equity investors. Between 2017 and 2022, PE firms were involved in approximately 85% of all mergers and acquisitions in the ABA space. Firms like Blackstone, KKR, Bain Capital, Shore Capital, and New Mountain Capital have acquired or invested in ABA providers across the country.

The result is a fundamental shift in who controls the organizations providing care to vulnerable children. Where a clinical director once made decisions about caseloads, staffing ratios, and treatment duration, a portfolio manager may now set those parameters based on revenue targets and exit timelines.

Why This Matters for Your Family

Private equity ownership is not inherently harmful. Some PE-backed organizations provide excellent care. But the structural incentives of PE ownership create risks that families should understand:

1. Revenue pressure can distort clinical decisions

PE firms typically operate on a 3-to-7-year exit timeline. During that period, the goal is to grow revenue rapidly to maximize the organization's sale price. In ABA, revenue grows by adding billable hours. This can create pressure to maintain children in therapy longer than clinically necessary, increase session frequency beyond what a treatment plan supports, or prioritize direct therapy hours over parent training.

2. Cost reduction can erode care quality

To improve margins, PE-backed organizations may increase BCBA caseloads beyond recommended levels, reduce training budgets for Registered Behavior Technicians (RBTs), or replace experienced staff with newer, lower-cost employees. The Behavior Analyst Certification Board (BACB) recommends specific supervision ratios, but these are guidelines, not enforceable mandates.

3. Staff turnover affects your child's progress

Children receiving ABA therapy build critical relationships with their behavior technicians. When staff turnover is high, children must repeatedly adjust to new people, which can slow progress and cause regression. Industry data suggests PE-backed agencies often have higher turnover rates, driven by lower compensation and heavier workloads.

4. Billing practices may lack transparency

Families have reported difficulty obtaining clear billing information from PE-backed providers. Some organizations have faced scrutiny from state Medicaid agencies for billing practices, including billing for services not rendered or upcoding service types. Nebraska reduced ABA Medicaid spending by 80% in response to billing concerns. Indiana implemented session caps.

What ESBAP's Data Reveals

ESBAP maintains the largest independent database of ABA provider organizations in the United States. Our data covers 8,553 organizations across 12,250 locations.

Of these 8,553 organizations:

• 847 have PE-backed ownership indicators (approximately 10% of all tracked providers)
• 632 hold BHCOE or CASP accreditation (7.4%), indicating a commitment to meeting organizational quality standards
• 2,833 have an identified clinical director (33%), meaning we can verify that a credentialed clinician is leading the organization
• The average Google rating across all providers is 4.3 out of 5 based on 217,218 public reviews

The ownership data tells an important story: the majority of ABA organizations are still independently operated. But PE-backed organizations tend to be larger, multi-state operations. A single PE platform like Centria Healthcare or Action Behavior Centers may operate across dozens of states with hundreds of locations. Their footprint in the market is larger than their count suggests.

How to Evaluate Your Provider

Regardless of ownership structure, every family should evaluate their ABA provider on the factors that directly affect care quality. ESBAP's 7 Key Ethics Indicators provide a framework:

1. Supervision Ratio: How many RBTs does each BCBA supervise? Lower is better. Ask for the specific number.
2. Training Quality: What ongoing training do RBTs receive beyond the minimum 40-hour requirement?
3. Compensation Fairness: Does the organization pay competitive wages? Low pay drives turnover, which disrupts your child's care.
4. Management Ethics: Is the clinical director a Board Certified Behavior Analyst (BCBA)? Do clinicians, not administrators, make treatment decisions?
5. Work-Life Balance: Are staff given manageable caseloads? Burnout leads to errors and attrition.
6. Client Outcomes: Does the provider track and share treatment progress data? Can you see measurable improvement?
7. Billing Transparency: Can you get a clear, itemized statement of every service billed? Does your provider explain what each charge covers?

What We Are Doing About It

ESBAP exists because families deserve to know who is providing their child's care and what that organization's priorities are. We built this platform to create transparency where none existed.

Our approach is straightforward:

• Track every ABA provider in the country. 8,553 organizations and growing. We pull data from the CMS National Provider Identifier (NPI) registry, state licensing boards, BHCOE and CASP accreditation directories, Google business listings, and Secretary of State filings.
• Identify ownership type. We flag PE-backed organizations so families can make informed decisions. We also identify BCBA-owned practices, non-profit organizations, and hospital-affiliated programs.
• Collect ethics ratings from the people who know best. Current and former employees rate organizations on the 7 Key Ethics Indicators. Parents and caregivers share their experiences. Every review is moderated before publication.
• Make the data free and accessible. Searching the directory, reading reviews, and submitting reviews costs nothing. Organizations pay for verification badges that demonstrate their commitment to ethical practices.

A Note to Clinical Directors

If you are a clinical director at an ABA organization, you are the most important person in this conversation. You sit at the intersection of clinical quality and business operations. You are the one who knows whether supervision ratios are appropriate, whether staff are supported, and whether treatment decisions are being made for the right reasons.

ESBAP was built for you. Claim your organization. Verify your commitment to ethical practices. Let families find you because of your standards, not just your marketing.

About the author: Karen Chung is the founder of ESBAP (Ethics Standards Board for ABA Providers) and Managing Director of Special Learning, an ACE-approved provider of continuing education for behavior analysts since 2010. She has served over 28,000 customers in more than 140 countries with nearly 500 unique, original products.