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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.
Data could be collected by recording the percentage of sessions in which staff actively use the data collection binders, along with notes on competing behaviors (e.g., personal conversations) observed during session time. A simple observation form or momentary time sampling could be used to track these behaviors systematically.

Visual and environmental prompts – Post reminders, checklists, or visual cues to encourage responding.

Performance feedback – Provide immediate, specific feedback on accuracy and timeliness of responses.

Reinforcement systems – Introduce incentives (e.g., praise, recognition, or small rewards) for meeting response goals.

Training or booster sessions – Offer brief, targeted skill refreshers to increase confidence and accuracy.

Increased supervision or monitoring – Add spot checks, peer observations, or supervisory review of response data.

Formal performance contingencies – Tie consistent responding to formal evaluations, privileges, or corrective action plans.

Self-evaluation, Checklist, Video monitoring, rehearshal and feedback

Self-evaluation, Checklist, Video monitoring, rehearshal and feedback

direct observation, staff log/self-monitoring, fidelity checklist

clarify expectations, simplify data collection, provide additional training, increased supervision, performance feedback, reinforcement/consequences tied to staff fidelity/collection

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live observation
Given that the PDC-HS identified a need in the "performance consequences, effort, and competition" domain, and the observed issue is that staff are not collecting data consistently (or at all) in a day program setting

Environmental Restructuring (Least Restrictive)

Action: Make data collection materials more visible, accessible, and easy to use (e.g., color-coded binders, mobile data tools).

Why: Reduces effort and removes environmental barriers.

2. Reminder Cues & Prompts

Action: Use visual reminders (e.g., signs, checklist posters) or digital prompts (e.g., alarms, notifications) to remind staff when to collect data.

Why: Addresses forgetfulness or competing tasks by increasing stimulus control.

Direct Observation (In-Person or via Video Review): A supervisor or behavior analyst directly observes staff during sessions and records if data collection is happening accurately and consistently.

Increase Natural Reinforcement for Data Collection (Least Restrictive): Verbally praise staff when they complete data collection.
Share how staff-collected data is making a difference in client progress (give feedback that connects effort to meaningful outcomes). Display graphs or goal achievements to show impact of good data collection.

Address social distractions (excessive staff chatting) through team discussions, clear policies, or rearranged staffing schedules. Reinforce productive staff interactions. Provide specific times for casual conversation (during breaks) to reduce competing attention during client time.

Supervision with Corrective Action Plans (Most Restrictive): Direct supervision with monitoring. Formal corrective feedback sessions. Possible documentation for non-compliance if performance does not improve. Progressive discipline if ethical or safety concerns are involved.

review tangible data, video recording

training, staff changes,

Checklist of steps for daily session, staff self-monitor if complete. Live data collection of staff collecting data or not

Checklist
Data collection with public posting
Data collection with public posting + reinforcement and consequences

Self-report, BCBA observe

reminder in morning to take data

checklist at end of day to see if data taken

Track which staff are collecting data, implementing programming and recording responses on data collection sheets.

I would conduct interviews with staff to assess why data isn't being collected, what are the barriers to data collection, understand if they know the purpose of the program. i would also look to add in specific reinforcement contingencies for work performance (set up self-monitoring data colleciton, provide feedback performance to staff, have visual graphs and deliver reinforcers based on progress). Reinforcers such as client progress would be least restrictive but pay incentives, lotteries or other tangible reinforcers could be used.

prompts, BST

Prompting
BST

using checklist, job aids to complete task

identifying first if is a problem of cant do or wont do
then train again using BST if possible
lastly use feedback/reinforcement to bad/good performance

Self reflection, peer feedback
self monitor, checklist,

training, bst, signing a contract

supervisor visist to ensure policy and procedure and followed and consequences and follow through

checklist to use for self monitoring
However having a supervisor come in to ensure procedure and basic requirements are being completed is not restrictive, a supervisor should arrive and provide consequences such as warnings for those that neglect the requirements

Direct observations. Provide staff training, additional prompts

Carry out staff training again on the importance of data collection
Focus on one part of the behaviour plan
Have additional prompts around the classroom
Implement a reward programme if staff adequately record data
Provide corrective feedback

Performance graphs of data per person

Individual feedback graphs
Delayed verbal feedback
Immediate feedback
Public posting graphs

Track dAILY IF STAFF COMPLETE AND SUBMIT DATA SHEETS.

Give clear reminders and encourage staff
Provide quick performance feedback
Add small rewards for accurate data
Increase oversight or assign someone to check binders

%complete percent product

Make the data sheets more accessible. Clipboards. Positive consequences for completing data. Followed by negative consequences for not completing data

% of programs ran with fidelity, frequency of on-task versus on-task behavior

interview staff to gain more info and identify barriers, graphic data for staff or self-management sheets, peer-to-peer observations and feedback, BA feedback verbal

direct observation by a behavior analyst; video monitoring

visual graphs of performance posted
observation by behavior analyst with written or verbal feedback
reinforcement provided contingent on meeting expectations

Self monitor whether binders are collected

Readjust the work environment to make it more feasible for individual sessions, such as designated areas for therapists and clients.
Binders are placed in a secure, but easily accessible location for the therapists to access, such as a location near the designated areas for the sessions.
Observe and adjust therapists' schedule to prevent interference with the sessions, but not at the expense of the client's intervention schedule.

Synchronous and asynchronous observation by BCBA

Clarify tasks, include prompts where needed, adjust SR+ for staff

graphs showing completion of data

reduce task effort
increase supervisor presence
Highlight outcomes
Performance feedback

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.