A Predictive Caregiver Retention Data Visualization Dashboard.

Home Health organizations are experiencing upwards of 80% annual attrition rates of clinical personnel. The cost and time involved training new personnel creates a serious challenge for caregivers. Understanding causes for the attrition in order to address this has become a top priority. The need for a dashboard to view data in a simple, easy-to-consume manner would help company and agency administrators to understand the issues and define action plans as needed.

Presenting data after the fact would not allow administrators to address the attrition issues pre-emptively. A predictive model for understanding patterns using AI/ML based on historical data would be ideal. Administrators would configure date ranges in the dashboard to present data models as needed. A series of visualizations would be available in the dashboard, and administrators could arrange the visualizations according to their needs and save these views. The administrators would be able to drill down into each visualization to review granular details as needed.