Set Accuracy Criteria for ABA Self-Recorded Data

To set accuracy criteria for ABA self-recorded data, begin with the decision risk and how the record will be used. Define the target, timing, comparison sample, observer competence, agreement calculation, ambiguous and missing entries, discrepancy review, feedback, retraining, burden, and stop rule. Perfect agreement is not a universal requirement. Higher-stakes decisions need stronger corroboration, while lower-risk reflection may remain useful with transparent uncertainty and client control.

Tie accuracy to the decision risk

List the decisions supported by Sora's record and the harm from a false positive, false negative, or missing entry. Use stronger independent evidence before safety, supervision, clinical, or service decisions.

Define the comparison event

Specify which garden visits are sampled, the observation window, ordinary supports, observer role, and matching rule. Compare the same event and definition. A late self-entry and live observer entry may reflect different recall conditions.

Analyze discrepancies before coaching

Check ambiguous definitions, visibility, timing, device access, observer drift, memory demands, and partner influence. Preserve both records. Avoid treating the external observer as automatically correct.

Keep uncertainty visible

Report matched events, agreements, disagreements, missing pairs, and excluded events with raw counts. State what the sample can support and when the self-record remains useful for Sora's chosen reflection despite imperfect agreement.

Apply set accuracy criteria for ABA self-recorded data prospectively

Sora's watering record supports routine planning and carries no safety-critical consequence. A trained observer samples predeclared garden visits with consent and compares the same definitions and windows. Discrepancies trigger clarification of tools, timing, and definitions before feedback. Sora's direct report remains distinct from an observer score.

Compare credible alternatives for Sora

Sora's review compares the proposed self-recording accuracy and discrepancy protocol with at least one credible alternative, such as environmental redesign, ordinary supports, a smaller sample, a different tool, partner action, periodic interview, or no self-record. Record expected benefit, burden, accessibility, privacy, safety, feasibility, client preference, and evidence needs. Preserve why each option was selected, deferred, or rejected.

Test feasibility and burden for Sora

Pilot Sora's plan in representative conditions. Record setup and recording time, interruptions, correction work, technology, privacy tasks, partner effort, access failures, emotional response, displaced activity, and reactivity. Ask Sora directly what feels useful or burdensome. Remove or redesign fields that add cost without improving the selected outcome, access, safety, validity, or required evidence.

Audit failure modes in Sora's self-recording accuracy and discrepancy protocol

Sora's team tests missing tools, inaccessible forms, late or ambiguous entries, observer disagreement, device failure, privacy change, partner takeover, low integrity, distress, withdrawal, missing reviews, and a change in health or setting. Each state has a clarification, repair, hold, rollback, referral, transition, or stop route with a named owner and response time.

Release Sora's plan with accountable fields

Before release, Sora's qualified clinician confirms the selected outcome, decision use, target and denominator, accepted record forms, ordinary supports, reminders and prompts, partner actions, privacy, safety and withdrawal routes, integrity, comparison method, display, review criteria, and next check. Assign implementers, supervisors, systems, and escalation paths. Any change creates a dated version.

Use separate denominators for Sora

Report Sora's self-records divided by eligible recording events, observed comparison pairs divided by pairs due, agreements divided by valid pairs, partner actions divided by help messages due, reviews completed divided by reviews due, and feedback actions completed divided by actions due. Keep access failures, missing data, prompts, reactivity, privacy events, burden, integrity, agreement, and decisions in separate series with raw counts.

Record Sora's direct experience

Ask Sora about the outcome, target, recording, reminders, tools, access, privacy, effort, emotion, useful support, requested help, sharing, and desired changes. Preserve the report as its own evidence. Define who reviews a pause, withdrawal, correction, or revision request and how the decision returns to Sora.

Protect access and decision authority for Sora

Sora's plan keeps AAC, interpreters, mobility, food, water, bathroom use, prescribed care, health support, rest, relationships, and emergency help available. Obtain required consent and assent when applicable and follow the governing response to withdrawal or distress. Qualified clinicians make case-specific decisions within competence, licensure, supervision, payer, and setting boundaries. Software can record or remind; it does not own the clinical judgment.

Ask seven review questions for Sora

Use these questions in the self-recording accuracy and discrepancy protocol:

Which client-selected outcome and decision does the self-record support?
Which event, form, denominator, ordinary support, reminder, partner action, and review apply?
Which self-record, external observation, target outcome, burden, and client-experience series remain separate?
Which access, health, safety, privacy, reactivity, integrity, or observer issue limits interpretation?
Which direct client, caregiver, staff, assessment, or interdisciplinary source supports each field?
Which role owns assessment, design, implementation, supervision, system access, or emergency action?
Which evidence triggers release, hold, simplification, rollback, referral, transition, or stopping?

Keep unresolved items visible with an owner, age, and next action.

A fictional self-management example for Sora

Sora is fictional and involved in recording selected community-garden watering checks. Reviewers freeze 30 definition, self-record, comparison, observer, timing, discrepancy, feedback, risk, and review fields and complete 21 of 30 by the checkpoint. Open outcome, target, tool, access, reminder, observer, partner, privacy, burden, feedback, transition, or decision fields remain in the worklist.

The self-recording accuracy and discrepancy protocol measures planning and evidence completeness. It does not establish efficacy, diagnosis, medical necessity, authorization, payment, independence, accuracy, satisfaction, generalization, maintenance, or legal compliance. Concurrent changes limit causal conclusions.

Apply current professional boundaries to Sora

For Sora's self-recording accuracy and discrepancy protocol, the BACB BCBA Test Content Outline includes self-management procedures, operational definitions, representative measurement, client-informed goals, prompting and fading, maintenance, generalization, integrity, and data decisions. It is examination content rather than a protocol or practice authority. The BACB Ethics Code applies to covered certificants and applicants and gives BACB no separate organizational jurisdiction.

For Sora, ASHA's AAC guidance preserves access to communication tools or devices. The CASP public summary supplies high-level scope for individualized ABA treatment of autistic people and points to licensed detailed guidelines. Neither source prescribes this self-management workflow.

Keep evidence claims bounded for Sora

For Sora's decision, the technology self-monitoring review covered 16 single-subject studies and 33 autistic participants ages 10 to 30, with limited adult evidence and tailoring detail. The daily-living meta-analysis synthesized varied self-management packages rather than one universal procedure. The WWC handbook supplies research-review standards. The evidence-based practice paper, assent paper, and choice paper support questions within their stated scope and limits.

Close Sora's review

Ask Sora and relevant stakeholders to review the self-recording accuracy and discrepancy protocol through accessible communication. Record the selected state, direct response, missing evidence, responsible role, version, monitoring or transition plan, and next review. Reopen the design when the goal, access, health, privacy, tools, partners, burden, context, or priorities change.

How to Set Accuracy Criteria for ABA Self-Recorded Data