Why Data Integrity Is Non-Negotiable

Behavior analysis is a data-driven science. If the data are corrupt, every clinical decision built on them is corrupt too. Data falsification is the single most serious violation an RBT can commit — it can result in immediate termination, revocation of certification, BACB sanctions, and (when billing is involved) federal criminal charges.

What Counts as Falsification

  • Recording data for time periods you were not actually observing
  • Recording behaviors that did not occur
  • Failing to record behaviors that did occur
  • "Filling in" data sheets days after the session from memory or estimation
  • Changing previously recorded data without proper correction procedures
  • Signing session notes for sessions you did not provide
  • Falsifying session start/end times
  • Logging supervision hours that didn't happen

Why It Happens

Falsification rarely starts as fraud. It usually starts as small accommodations under pressure: skipping a target the client wasn't tolerating and back-filling later; rounding session times up because the client was 5 minutes late; saying "yes" to a missed datum because "it's a typical performance for him." These small accommodations are how careers end.

Pressures That Lead to Falsification

  • Caseload pressure: Too many clients, not enough time to document properly
  • Performance metrics: Agencies that reward consistently "good" data implicitly punish honest "bad" data
  • Insurance scrutiny: Wanting to make data look better to avoid claim denials
  • Family expectations: Wanting to show parents the child is progressing
  • Self-preservation: Avoiding looking bad to a supervisor

How to Resist the Pressure

  • Document in real time during sessions, not at the end
  • If you missed something, write "data not collected" — that is itself valid data
  • Push back on caseloads that don't allow honest documentation
  • Report pressure from supervisors, parents, or agency leadership to falsify
  • Refuse, in writing if necessary, to alter previously recorded data
  • Trust that honest "bad" data leads to better clinical decisions than fake "good" data

If You Have Already Falsified Data

Self-disclose to your supervisor immediately. The discipline for self-disclosed falsification is dramatically less severe than for falsification discovered through audit. Document what you falsified, when, and why. The agency may need to: (1) flag the affected records, (2) restart data collection, (3) notify the BACB. Take the consequences and move forward with integrity.

If You Witness Someone Else Falsifying Data

You have an ethical obligation to report (see the topic on Reporting Ethics Violations). Document what you observed with specifics: dates, times, what was recorded vs. what occurred. Report through the agency's compliance channels first, and to the BACB if internal channels fail.

The Long Tail

Falsified data from years ago can surface during a later audit, a custody dispute, an insurance investigation, or a lawsuit. The reputation cost compounds. The career cost is often total. The "shortcut" was never worth it.