Types of Medical Data
Understanding the types of data used in medical analytics is essential for effective analysis. Medical data is diverse and comes from various sources, each providing unique insights into patient health and healthcare operations. This data can be categorized into:
| Data Type | Description | Examples |
|---|---|---|
| Clinical Data | Information related to patient care and medical history, crucial for diagnosis and treatment. | Lab results, diagnoses, prescriptions, imaging reports, electronic health records (EHRs) |
| Administrative Data | Data regarding hospital operations, management, and financial transactions, supporting decision-making and efficiency. | Billing records, insurance claims, staff schedules, resource utilization reports |
| Sensor Data | Data collected from medical devices, wearables, and monitoring equipment, enabling real-time health tracking. | Heart rate monitors, glucose sensors, fitness trackers, remote patient monitoring devices |
Integrating and analyzing these data types allows healthcare providers to gain comprehensive insights, leading to better patient care and system optimization.