To compare rate per time with rate per opportunity, calculate both from the same raw record. Rate per time describes events relative to observation exposure. Rate per opportunity describes responses relative to eligible chances. Opportunity density connects them. Choose the measure that answers the clinical question, and retain counts, minutes, and opportunities because the two rates can move in different directions.
Name the question
Use time rate for event density and opportunity rate for performance when a defined chance occurs. Some reviews need both.
Define the opportunity
Specify the cue, partner, setting, access, time window, and exclusions. An undefined opportunity makes the percentage hard to audit.
Report opportunity density
State opportunities per hour or session so reviewers can see whether the environment changed.
Avoid a preferred-unit conclusion
If one measure improves and another worsens, inspect exposure, partner behavior, client experience, and the decision each metric serves.
Use the formula and its units for Bea
For Bea's time-rate and opportunity-rate comparison: time rate = events / observed time; opportunity rate = responses / eligible opportunities; opportunity density = opportunities / observed time. Write the unit beside every result and keep the original numerator, denominator, time, opportunities, response definition, and condition. State rounding only after the unrounded calculation is preserved.
Work the arithmetic for Bea
Bea responds 6 times in 60 minutes across 8 eligible opportunities: 6 per hour and 6 / 8 = 75%. Later she responds 10 times in 120 minutes across 10 opportunities: 5 per hour and 10 / 10 = 100%. Opportunity performance rises while the time rate falls.
Apply both rate units to a clinical decision
Bea's qualified clinician identifies the decision before selecting the summary or display. Compare at least one alternative unit or classification, inspect client access and direct experience, and record what evidence would change the interpretation. A correct calculation can still answer the wrong question.
Audit data states for Bea
Bea's record distinguishes valid observed values, true zeros, missing observations, invalid events, no opportunities, not-due records, late entries, corrections, and incompatible conditions. Give unresolved items an owner, age, and next action. Preserve the original evidence and the reason for every exclusion or change.
Protect access and context for Bea
Bea's measurement keeps AAC, interpreters, mobility, food, water, bathroom use, prescribed care, health support, rest, relationships, and emergency help available. Record ordinary supports, partner response, setting, schedule, burden, and withdrawal. The data system should describe care without creating unsafe or inaccessible test conditions.
Ask five calculation questions for Bea
Use these questions in the time-rate and opportunity-rate comparison:
- What exact response, event, opportunity, time exposure, unit, and condition does the value represent?
- Which raw numerator, denominator, clock, source, and calculation reproduce it?
- Which zero, missing, invalid, not-due, corrected, censored, or incompatible states stay separate?
- Which client experience, access, integrity, agreement, burden, and context qualify interpretation?
- Which clinical decision, alternative display, next evidence, owner, and review date follow?
Keep raw counts and units beside every derived value.
Use current sources within their scope for Bea
For Bea's time-rate and opportunity-rate comparison, the BCBA Test Content Outline includes measurement, validity, reliability, sampling, graphing, assessment, and data-based decisions as examination content. It is not a case protocol. The BACB Ethics Code addresses competence, client involvement, consent and assent when applicable, documentation, risk, and evaluation for covered behavior analysts. The CASP public summary supplies high-level autism-treatment scope without publishing licensed detailed procedures.
For Bea, ASHA says AAC users should always have access to their communication tools or devices. The WWC Version 5.0 handbook supplies research-review standards, not universal clinical formulas, thresholds, or decision rules. None of these sources turns a derived metric into proof of effectiveness, safety, medical necessity, compliance, or causation.
Close Bea's measurement review
Ask Bea and the responsible clinician to review the time-rate and opportunity-rate comparison through accessible communication. Record the raw data, calculation, unit, display, assumptions, missingness, context, interpretation limits, selected decision, next evidence, and review date. Reopen the analysis when the response definition, exposure, opportunity, setting, measurement system, client priority, or access changes.
Related resources
- How to Record ABA Latency When the Response Does Not Occur
- How to Interpret ABA Percentages With Small Denominators
- How to Summarize Skewed Duration Data in ABA
- How to Handle ABA Sessions With Zero Eligible Opportunities
Sources
- Behavior Analyst Certification Board, BCBA Test Content Outline, 6th edition
- Behavior Analyst Certification Board, Ethics Code for Behavior Analysts
- Council of Autism Service Providers, ABA Practice Guidelines Version 3.0 public summary
- American Speech-Language-Hearing Association, Augmentative and Alternative Communication
- What Works Clearinghouse, Procedures and Standards Handbook, Version 5.0