Exploratory Data Analysis in Healthcare
Case Description:
A healthcare organization needed to understand patient data better to optimize treatment plans, monitor patient progress, and identify key health trends. Dataside developed an interactive dashboard using Power BI, providing detailed insights into patient demographics, health indicators, and treatment outcomes, enabling data-driven decision-making and improved patient care.
Challenge
The laboratory faced difficulties consolidating data from different sources, such as insurance companies, exams, and units. Without an integrated tool, performance monitoring and identifying operational bottlenecks became manual and time-consuming tasks, hindering agile decision-making.
Solution
Dataside developed a Power BI dashboard that centralized all necessary information, including attendance metrics, exam collections, and billing. The tool provides detailed visualization by exam type, unit, and insurance company, as well as efficiency indicators, such as patient wait times and the number of appointments conducted per period.
Benefits
Greater Operational Efficiency:
The centralization of data and visibility into high-demand periods enabled better resource allocation, optimized patient service, and reduced wait times.
Data-Driven Decision Making:
With a clear view of key metrics, the team successfully directed efforts to high-volume areas and quickly identified operational bottlenecks, improving service flow.
Transparency and Control:
Continuous monitoring of attendance and billing metrics brought greater transparency to laboratory operations, facilitating planning and quality control.
