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Category: FBA & Data Collection
Evidence
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Incident counts answer one question: how often did a defined behavior occur? Daily behavior ratings answer a different question: how well did the student demonstrate a broader goal during a routine, period, or day? Both can be valid. The mistake is using one method to answer the other method’s question.
Quick Rule
Use counts for events. Use ratings for performance across time. Use both when a team needs to understand severity, context, and daily functioning.
When Incident Counts Are Strong
Counts work well when the behavior has a clear beginning and end. They are especially important for safety, legal, or intervention-review questions where the team needs to know whether a specific event is increasing or decreasing.
- Physical aggression
- Elopement attempts
- Property destruction events
- Calling out
- Break requests or replacement communication attempts
When Daily Ratings Are Strong
Ratings are useful when the behavior is not a clean countable event or when the team needs feedback across a whole routine. Direct Behavior Rating research supports brief ratings for areas such as academic engagement and disruptive behavior when the scale is clearly defined.
Good Rating Targets
Engagement, respect, work completion, participation, transition success, use of replacement skill.
Weak Rating Targets
Vague traits such as attitude, motivation, manipulation, or being good.
Anchor the Rating
A rating scale needs anchors so staff rate the same way. Without anchors, a 3 from one teacher may mean the same thing as a 1 from another teacher.
2: Met expectation independently for most of the period.
1: Met expectation with reminders, prompts, or partial support.
0: Did not meet expectation yet or needed significant adult support.
Use Both for a Better Story
Counts and ratings together can explain progress more accurately. A student may have one incident but show improved engagement for most of the day. Another student may have few incidents because adults avoided demands, while ratings show low independence.
| Data Pattern | Possible Interpretation |
|---|---|
| Incidents down, ratings up | Intervention may be working |
| Incidents down, ratings still low | Behavior reduced, but skill or engagement still needs support |
| Incidents stable, ratings up | Progress may be emerging before the target behavior drops |
References
Briesch, A. M., Chafouleas, S. M., & Riley-Tillman, T. C. (2016). Direct behavior rating: Linking assessment, communication, and intervention. Guilford Press.
Chafouleas, S. M., Kilgus, S. P., Riley-Tillman, T. C., Jaffery, R., Christ, T. J., Briesch, A. M., Chanese, J. A. M., & Kalymon, K. M. (2013). An evaluation of the generalizability of direct behavior rating single-item scales to measure academic engagement across raters and observations. School Psychology Review, 42(4), 407-421.
Lane, K. L., Baldy, T., Becker, T., Bradshaw, C., Dolan, V., Dymnicki, A., Freeman, B., Holian, L., Lemire, S., McIntosh, K., Moulton, S., Nese, R., Payno-Simmons, R., Porowski, A., & Sutherland, K. (2024). Teacher-Delivered Behavioral Interventions in Grades K-5. What Works Clearinghouse. https://ies.ed.gov/ncee/WWC/PracticeGuide/31/Published
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Key Takeaways
- Incident counts are useful for discrete behaviors and safety events
- Daily behavior ratings are useful for engagement, disruption, respect, and goal feedback
- Ratings should be anchored to observable examples, not vague impressions
- Combining ratings with incident data gives teams a more complete picture
- Parent reports should explain what the score means and what support comes next
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