A specialized public health research institute required detailed control over medical workforce indicators, hospital capacity, and cardiovascular disease (CVD) outcomes for the city.
We developed a visual analytics system covering physician staffing, bed capacity, mortality rates, surgical activity, and CVD-specific metrics including intervention statistics.
The system delivers real-time insights into workforce distribution, hospital utilization, and cardiovascular outcomes, enabling targeted interventions and optimized resource allocation.
Challenges
Lack of real-time staffing and hospital bed status visibility.
Insufficient monitoring of cardiovascular outcomes across the system.
Fragmented control over HR and specialty-based metrics.
Solution
Workforce insight
Forecasts the impact of parameter changes on cost, resource use, and strategic outcomes
Capacity Management
Provides real-time tracking of bed occupancy and surgical workloads.
Focused CVD management
Delivers targeted dashboards on patient outcomes and treatment intensity to guide evidence-based care.
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