Scenario: A healthcare organization needs to store patient data, including medical records, appointments, and diagnoses. Discuss the suitability of Star Schema and Snowflake Schema for their data warehousing needs.
- Snowflake Schema, because it allows for better normalization of patient data and accommodates complex relationships.
- Snowflake Schema, because it supports better data integrity and reduces redundancy in patient data storage.
- Star Schema, because it provides a simpler structure for querying patient data and supports faster analytics.
- Star Schema, because it reduces the need for joins and simplifies data retrieval in healthcare analytics.
For a healthcare organization dealing with patient data, Snowflake Schema may be more suitable. Snowflake Schema allows for better normalization, crucial for maintaining data integrity in healthcare where accuracy and consistency are paramount. It facilitates complex relationships among entities like patients, medical records, and diagnoses, aiding in comprehensive analysis and reporting.
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