| How might data be collected for this target response? | Direct Observation What: Supervisors or the behavior analyst conduct scheduled and/or unannounced observations to see if data are recorded in real time during client programs. |
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| Identify several interventions that might help improve response rates. Place them in order with the least-restrictive at the top so that the interventions may be introduced systematically, adding more restrictive / less favorable interventions after the outcomes of less restrictive options have been measured. | Tier 1 — Least Restrictive Brief, upbeat in-service to review why data are critical, show how they directly affect client progress, and clarify that data collection is part of job performance. Emphasize professional standards and set specific daily expectations. Make Data Sheets Easier to Access & Complete Keep binders in visible, easy-to-reach spots during sessions. Pre-fill non-variable sections of data sheets to save time. Use clipboards or mobile tablets to reduce effort. Environmental Cues / Prompts Visual reminders (laminated cue cards on clipboards, signs in the program room). Schedule reminders on staff devices at designated data collection times. Tier 2 — Moderately Restrictive Track percentage of completed data sheets per staff member or per team (aggregate, not individual names at first) and post in staff area. Adds a competitive, visible reinforcement element. In-the-Moment Positive Feedback Supervisor provides immediate praise or acknowledgment when staff are seen taking data. Can include “caught doing it right” notes or tokens that can be exchanged for small perks. Self-Monitoring with Supervisor Sign-off Staff initial a daily checklist that data collection was completed. Supervisor verifies accuracy. Adds accountability without direct punishment. Tier 3 — More Restrictive Individual meetings to review missed data collection instances, identify barriers, and set short-term goals. Data on staff performance is shared directly with them. Increased Supervision / Observations More frequent walk-throughs and active monitoring to ensure protocols are followed. May include observing staff-client interactions to address unprofessional climate issues. Contingent Access to Preferred Duties or Breaks Only staff who meet data collection criteria gain access to certain less-demanding tasks, preferred clients, or flexible break times. Tier 4 — Most Restrictive Written warnings or HR involvement for repeated noncompliance despite multiple interventions. Used only after other supports and corrective feedback have failed. |
