useR! 2024

MaNTrA dashboard is a Shiny based web application designed for visualizing and reporting Maternal and Child Health Indicators. The application captures data from labour room registries in Public Health Facilities in the state of Uttar Pradesh, India. The application currently supports the state health department in tracking and visualizing data for over 4.5 million deliveries from 5800 facilities and is growing at a rate of approximately 6000 deliveries per day. Moreover, the application is further being scaled to cover all 7000 delivery points in the state with almost 40,000 users at different levels of decision making. The dashboard facilitates user role-based access with 11 pages providing GIS visualizations, advanced drill-down functionalities and custom reports as per the user requirements. The application tracks indicators related to deliveries, births, birth and death registrations, patient feedback and medical practitioner performance. Considering the scale and volume of the dashboard, the application is designed for optimal memory consumption, concurrent user handling and faster processing thus providing the best experience for the end users.