Targeted Interventions

Early Warning and Insights Tools

Published: 7/16/2026 2:50 PM

​​​​​​​​​​​​​​​​​​The Kentucky Board of Education envisions that each and every student will be empowered and equipped to pursue a successful future. To support schools in working towards this goal, districts and schools can utilize the Early Warning System and Insights tools available in Infinite Campus (IC). This website provides information and resources for use of these data tools.

Early Warning

Early Warning is a data mining tool using student level data. The Early Warning features allow district and school personnel to better understand what is contributing to each student’s risk of dropping out, and most importantly, what areas of intervention might yield the greatest impact on their journey towards graduation.

This tool uses statistical modeling to measure a student’s dropout risk based on students who previously dropped out from the same school. Every student is assigned a GRAD (Graduation-Related Analytic Data) Score based on a multitude of changing data points such as attendance, behavior, grades, enrollment history, demographics, test scores, grades, guardian involvement, household demographics, school type, and more. A visual dashboard allows users to view the entire school and view each individual student score in relation to other students in the school. Within the Early Warning tool, users can filter, utilize ad-hoc groups, and create a watch list of students. Analysis can be generated anytime and by multiple users.​ See our Community of Practice resources below to how this tool has been utilized in districts and schools across Kentucky. 

Infinite Campus Early Warning Documentation​

Early Warning Study Guide

Early Warning Data Points​​

​​One-Page Overview of the Early Warning Tool​

​Insights

The Insights module contains data visualization reports for better understanding and dissemination of information surrounding student assessments, attendance, classroom performance, and stability. The Campus Analytics Insights is a data visualization dashboard that provides views of student data, the ability to filter by subgroups and view student details within IC

Campus Community Knowledge Base​

Insights Data Visualization Handout

​Insights vs. Tableau Visualization​

Data to Decision: Navigating Infinite Campus Insights Dashboards Webinar​​​

Request for Assistance and/or Training

Schools and districts seeking assistance from the Division of Student Success can complete the Request for Assistance and/or​ Training​ form. A program consultant will respond in a timely fashion when the request has been submitted.​​

​​​​​​​​​​​​​​​​​​​​​​​​​​​​​
​​Christina Watford
Office of Continuous Improvement and Support
Division of Student Success
300 Sower Blvd., 5th Floor
Frankfort, KY 40601
(502) 564-4772 Ext. 4069
Fax (502) 564-7820
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