| How might data be collected for this target response? | 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. |
|---|---|
| if the data was tracked at all for particular days | retraining and expressing importance of data collection |
| Percentage of data collection + log reason (brief note with reasons when the data collection was or was not completed) | Steps to follow from least to most restrictive: Reminders that data must be collected Reinforcement for Data Collection Stronger Reinforcement for Accurate Data Collection Live review and feedback where staff review their own data collection Direct observations during 1:1 clinical supervision with immediate feedback Report to administration if data collection continues to be omitted |
| Direct observation of why it isn't being taken. Interview staff with what would help them to take more data throughout the day. | 1. Text message reminder to take data |
| Direct Observation and Fidelity Checklist Use a checklist to observe whether staff are collecting data as per the protocol during sessions. Record the percentage of sessions where data collection occurs as expected. Frequency Counts Track how often data sheets or binders are updated or used during shifts. Staff Self-Monitoring Logs Have staff record when data collection occurs and compare to direct observations. Client Protocol Usage Check Monitor if client-specific protocols and binders are being actively referenced. | 1. Increase Staff Awareness and Motivation Conduct brief training sessions explaining the importance of data collection for client progress. Offer regular, constructive feedback on data collection performance. Review data sheets for ease of use; reduce complexity if possible. |
| BCBA collects data at the same time as staff | Self- monitoring checklist |
| Momentary time sampling of the data binders each day to ensure they are being filled out. | Provide rationale about the purpose of the data and implement positive reinforcement for completing the binders. |
| I would do check in meetings with the staff as a group and individually to find out where the general motivational deficit is. | -Have a group goal contingency and post general progress to the goal |
| Client program data sheets with space for staff to sign off per program. Behavior data sheets with spaces for staff to sign off per hour. | Review with staff the importance / rationale for data collection. Have staff sign off as acknowledgment and understanding. Inquire with staff to see if there are barriers for data collection. Assess data sheets to ensure ease of use and how accessible they are. Make adjustments as needed. Provide reminders to record data— signs, text messages, etc. Implement staff IOA, including with supervisors. Immediate direct feedback on shift. Increase meeting with supervisor Public posting for data collection collectively by all staff Public posting for data collection by individual staff |
| Video recording would be best | Modeling |
| Live observations and self-monitoring recording by the personnel | Motivaider to prompt responses for data collection, a clicker for tally responses being recorded i.e reduce the response effort for staff |
| Observation, permanent products-binder checks with dates and initials for data entries | Provide clipboards with essential daily data sheets for each staff member so as behaviors occur they can be documented |
| Checklist, peer observation | task clarification |
| evaluation | prompts like visual reminders, self monitoring, peer feedback, 1:1 supervision and consequences |
| Self- monitor and monitor of others. | Have more incentives for staff to follow procedure - have consequences if not performed. |
| more simple format is needed | self monitoring to feedback from others |
| inappropriate staff conversations, careless interactions with clients, binders not put back | use BST |
| This could be a conversation on how important the data is and looking to see if there is a way in which the could reduce the effort needed to collect data | - look at materials for data collection to see if they can be streamlined |
| permanent product (data collected in a binder) | electronic data collection |
| NA | Performance feedback and checklist materials |
| Self-Monitoring Checklist | Readjust staffing |
| Data Target: Frequency and accuracy of staff data collection (e.g., number of completed data sheets or entries per shift). Method: Direct observation, spot checks of data binders, or review of completed data forms at the end of each day. Data Form: Use a simple checklist or tally form indicating whether data was collected as required during sessions. Additional: Staff self-monitoring logs could be introduced to increase awareness and accountability. | Increase Staff Awareness and Motivation: Conduct brief training/retraining sessions emphasizing the importance of data collection for client progress and treatment quality. Share positive client outcomes linked to good data collection to motivate staff. Introduce Self-Monitoring: Provide staff with self-monitoring checklists to track their own data collection efforts daily. Encourage reflection and goal-setting. Provide Regular Performance Feedback: Supervisors provide constructive, timely feedback on data collection performance using a structured feedback script. Celebrate improvements and address barriers collaboratively. Simplify Data Collection Processes: Streamline or redesign data sheets to reduce effort and time required. Ensure data materials are readily accessible and organized. Increase Supervisor Presence and Monitoring: Increase frequency of unannounced observations to monitor fidelity. Use observations to provide immediate corrective feedback. Introduce Contingency Management: Implement positive reinforcement systems for staff who meet data collection standards (e.g., verbal praise, tokens, or small rewards). Use consequences for persistent non-compliance if necessary. Consider Role or Staffing Adjustments: Reassess staffing assignments to place data collection responsibility with more motivated or capable individuals. Discuss with agency leadership if systemic issues persist. |
| observation | Ensure that staff are adequately trained on the location of the binders, when to pull them, and ensure that the data taking procedures are not overly burdensome. Provide training on consumer protocol. The BCBA should ensure that the procedures do not present an undue burden on the staff, are accomplishable through trained tasks, and that employees know the data taking requirements. |
| Self reporting | Visual Prompt |
| increase supervisor presence | reduce task effort |
| observation, self monitoring checklists | incentive programmes for response rates |
| How might data be collected for this target response? | 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. |
