Before School Year
Prepare Reports
By preparing reports before the school year begins, the team transforms their student success system into a proactive alert engine by establishing which data are needed to identify student needs early, alert appropriate staff, and provide and monitor interventions to drive on-time graduation for their students. This process requires a technical infrastructure capable of integrating diverse data sources into automated, role-appropriate visualizations like heat maps and on-track dashboards. By using the Optimal Infrastructure Checklist, teams can move beyond static data pulls to automated workflows that flag students approaching intervention thresholds and trigger real-time alerts for appropriate staff.
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Define Data Needs and Set Thresholds
Setting up the technical and human systems to support timely, actionable data helps student success teams throughout the year as reporting supports early, targeted intervention to support students. To do this, define what the district’s data needs are and create thresholds to trigger when intervention happens.
Measure Student Well-Being
Displaying student well-being indicators in reporting is a crucial element of a student success system that monitors measures beyond predictive indicators like attendance for staff intervention.
Determine Report Needs and Automate
Preparing reports for the year ahead begins with determining report needs and selecting a reports team lead, but utilizing technology to automate real-time on-track reports to identify at-risk students can help staff intervene quickly with additional support.
Create an Intervention Menu
By compiling vetted interventions to create an intervention menu, student success teams can see AI-recommended interventions for specific threshold triggers, assign approved interventions, and set specific intervention dosage for the year ahead. Consider using AI to create data visualizations to better understand intervention implementation data and early indicators of impact.