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September 22, 2026

Where ABA Clinics Actually Lose Admin Hours (Ranked)

By Andrew Hendrich, a former Senior RBT who consulted BCBA leadership on clinical operations, now building Anomaly.

Every clinic owner we talk to says some version of the same thing: “I don't even know where the hours go, I just know we don't have enough of them.” That's fair. Admin work doesn't show up as one big obvious problem. It shows up as fifty small ones spread across the week, which makes it almost impossible to see clearly without stepping back and actually ranking them.

So we did. Based on the operational patterns we see across ABA clinics, here's where the hours actually go, ranked from biggest drain to smallest, with a real example of each.

1. Talent Acquisition & Hiring

This is the big one, and it's not close. RBT turnover in this industry runs 65 to 90 percent a year, depending on which dataset you look at (BHCOE puts the median around 65 percent, CentralReach's more recent market data puts the high end closer to 90). Replacing an RBT costs somewhere between 90 and 200 percent of that person's salary once you count sourcing, screening, interviewing, onboarding, and the ramp-up time before they're fully productive.

Now multiply that by a clinic running 10 to 40 RBTs. You're not hiring once and moving on. You're running a constant loop: post the role, screen the applicants, schedule interviews, follow up with the ones who ghost, onboard the ones who accept, and then do it again in a few months when someone leaves. That loop is where the hours disappear, and it's the one clinic owners feel the most because it never actually stops.

A concrete example: a clinic with 20 RBTs and a 70 percent annual turnover rate is realistically hiring for 14 positions a year. Even a lean screening and scheduling process eats several hours per hire. That's not a one-time cost. That's a permanent line item on somebody's week, every week, indefinitely. Run your own clinic's numbers to see what turnover is actually costing you.

2. RBT Credentialing & Compliance Tracking

The 2026 RBT recertification standards raised the bar here more than most clinics have fully caught up to. A two-year renewal cycle, CEU and PDU requirements that have to be documented (not just completed), a minimum 5 percent supervision-time documentation requirement, and annual competency assessments. BCBAs have an automated portal to manage their own credentialing status. RBTs don't, so this work falls on whoever at the clinic is willing to own a spreadsheet.

The hours here are less visible than hiring, but they're constant and they carry real risk. If a certification lapses and nobody caught it in time, that technician can't see clients until it's resolved. Sessions get cancelled, families get rescheduled, and the clinic absorbs the cost of a problem that was entirely preventable if someone had been tracking the right date.

A concrete example: a clinic tracking 25 RBTs' certification dates, CEU proof, and supervision hours by hand is looking at a recurring, low-grade time cost that never fully goes away, because the tracking has to happen continuously, not once a year. Here's what an automated version of this tracking actually looks like.

3. General & Administrative Operations

This is the catch-all category, and it's real even if it's harder to put a single number on: scheduling, supply ordering, day-to-day office admin, the dozens of small tasks that keep a clinic running but don't show up on anyone's job description as “the important part of the work.” Individually, none of these tasks are large. Together, across a week, they add up to a meaningful chunk of somebody's time, usually the owner's or a lead clinician's, which means it's time being pulled directly away from the clinical work they're actually good at and actually want to be doing.

A concrete example: a clinic owner spending even 3 to 5 hours a week on scheduling adjustments and supply reordering is losing the equivalent of a half day of leadership time every single week, time that doesn't come back.

What's not on this list, on purpose

Billing and claims administration is a real, well-documented pain point in ABA clinics, and we're not pretending otherwise. We just don't touch it. Billing and claims data is tied directly to a client's treatment, which makes it PHI under HIPAA and puts it in territory that requires a business associate agreement and a level of compliance overhead that doesn't fit how we operate. We stay strictly on the administrative and operational side of the clinic: staff data, scheduling, hiring, credentialing. Nothing that touches a client record.

That's not a limitation we're apologizing for. It's a line we drew on purpose, and we'd rather tell you where it is than let you find out later.

Where this leaves you

If you read this and one of these three is obviously the one costing you the most, that's useful information on its own. If you're not sure which one it actually is once you account for the time everyone on your team is quietly spending, that's exactly what we map out on the first call. No pitch, just a real look at where your hours are going and what's actually automatable from where you're standing today.

Tell us about your practice and we'll walk through it together.