An ABA mastery criterion is a predeclared rule for deciding when available evidence supports a goal-status change. It should name the response, measurement unit, target level, number and sequence of opportunities or sessions, people and settings, allowed supports, generalization or maintenance conditions, missing-data treatment, and qualified reviewer. A single percentage is rarely enough to describe the complete rule.
The rule needs more than a number
“80% mastery” leaves key questions open. Eighty percent of what, across how many opportunities, over which period, with which prompts, in what settings, and under whose review? Write every element before using the criterion.
Match the criterion to daily use
A skill may need to occur with several people, across routines, or after time passes. Another goal may be complete after one safe and reliable performance. The required evidence should fit the response, risk, client priority, and real-life purpose.
Keep supports and missingness explicit
State which visual, AAC, mobility, sensory, or other ordinary supports remain. Define no opportunity, withdrawal, invalid observation, and missing data. Avoid shrinking the denominator to only successful sessions.
A criterion guides review
The BCBA Test Content Outline covers assessment, client-informed goals, measurement, intervention, generalization, maintenance, and data-based decisions as examination content. It is not a universal protocol or authority to practice. The CASP public summary places individualized assessment, planning, implementation, and evaluation within ABA treatment for people diagnosed with autism. The BACB Ethics Code addresses client involvement, understandable communication, consent and assent when applicable, assessment, intervention, risk, documentation, and evaluation for covered behavior analysts. Reaching the numeric rule prompts qualified review of data quality, client experience, generalization, maintenance, and next steps. It does not guarantee coverage, payment, or a durable outcome.
A practical example
A rule requires 4 of 5 independent opportunities in three sessions across two familiar partners, with AAC available and one maintenance probe after two weeks. Report each component. Twelve pooled successes cannot replace a missing setting or maintenance condition.
Build the mastery-rule specification
Use the mastery-rule specification to define every condition that prompts qualified review of a goal rather than relying on a single percentage. Capture response, unit, target level, opportunities, sessions, sequence, people, settings, ordinary supports, prompt limits, invalid events, missingness, generalization, maintenance, client experience, qualified reviewer, and next disposition options. Add the source, date, responsible role, current state, and next review so the family can distinguish direct client input, assessment evidence, clinical judgment, payer action, and operational readiness.
Choose states that fit the mastery-rule specification: proposed, reviewed, selected, declined, active, paused, revised, replaced, ended, or held with reason. Keep an editable clinical proposal separate from consent, assent when applicable, authorization, staffing, service delivery, and payment.
Start with purpose and direct client input
Ask what the person wants more available, easier, safer, more comfortable, or more independent through the mastery-rule specification. Provide AAC, interpreter, language, sensory, motor, visual, privacy, and processing supports. Label client communication, caregiver context, representative authority, observation, and record review by source.
For the mastery-rule specification, connect an observable baseline or need to a real-life outcome. Explain the likely experience, ordinary supports, alternatives, effort, risks, and review point in language the person and family can use. A target should not become important merely because it is easy to count.
Follow the decision in order
- Define the real-world performance the rule represents. Open the mastery-rule specification with the client's purpose and current conditions.
- Write the numerator, denominator, sequence, and conditions. Preserve access, the person's response, and any urgent route.
- Name allowed ordinary supports and prompt boundaries. Compare evidence, alternatives, burden, and authority.
- Add generalization or maintenance evidence when meaningful. Record the qualified decision and every dependency.
- Use the completed rule to trigger review rather than automatic closure. Review the person's experience and revise prospectively.
Every measure in the mastery-rule specification needs a defined response, opportunity, setting, support condition, time window, and source. Report raw counts beside percentages, retain missing and no-opportunity events, and mark changes to definitions or procedures before comparing phases.
Prepare for the main complication
A pooled total can satisfy a percentage while missing a required setting, partner, or maintenance check. Conversely, a rigid multi-setting requirement can add burden without serving the person's actual goal. Match every component to purpose and risk.
When that issue appears, return to the mastery-rule specification. Preserve the earlier version, the client's message, evidence available at the time, immediate response, alternatives considered, and the next review. A later correction should remain traceable rather than silently changing the history.
Work through a concrete example
A rule requires 4 of 5 independent opportunities in three sessions across two familiar partners, with AAC available, plus one maintenance probe after two weeks. Twelve pooled successes cannot replace the missing second partner or maintenance condition.
The example shows one way to use the mastery-rule specification. Its facts do not establish a universal goal, threshold, priority, or outcome. Another case still needs current assessment, direct client input, and a professional with the applicable competence and authority.
Questions families can ask about the mastery-rule specification
- What exactly is the numerator and denominator?
- Which supports remain part of successful performance?
- How many sessions, people, and settings matter?
- How are invalid or missing events handled?
- What does meeting the rule prompt the clinician to review?
Ask for written answers tied to the mastery-rule specification when they affect response, unit, target level, opportunities, sessions, sequence, people, settings, ordinary supports, prompt limits, invalid events, missingness, generalization, maintenance, client experience, qualified reviewer, and next disposition options. Unknown information can remain open while it is gathered, but it needs a current source, responsible owner, due date, and effect on the pending decision.
Review real-life fit after implementation
At the next review, compare the written mastery-rule specification with what the client actually experienced. Check access, burden, preference, staff implementation, data quality, generalization, maintenance, and changes in health or context. Ask whether the outcome matters in daily life and whether another goal or support has become more important.
The mastery-rule specification should be written before teaching and revisited when the goal or conditions change. It guides a decision and does not guarantee durable use, coverage, or payment.
Check the first implementation period
Use the mastery-rule specification to review the first meaningful opportunities after a goal starts, changes, pauses, or ends. Check whether the client had the promised communication and ordinary supports, staff followed the current version, opportunities matched the definition, and the person's burden or preference changed. Record access failures and implementation errors separately from the client's performance, then route any clinical revision to the responsible professional.
Give the client and family an accessible summary of the mastery-rule specification, including the current version, decision, evidence limits, supports, open questions, and next review. Preserve disagreement and provide a route to correct a factual error or raise a new concern. Keep the dated summary so later changes do not erase what the family was originally told.
Sources
Finni resources