Case revise: In the given healthcare scenario where integrated data systems are lacking, several data management challenges arise due to data silos. These silos can lead to significant inefficiencies and inconsistencies in patient information, which can adversely affect patient care and operational efficiency. Specifically, data silos create barriers to accessing comprehensive patient records, resulting in fragmented information that can hinder healthcare providers' ability to make informed decisions. For instance, if a patient's medical history is scattered across different departments without a centralized system, a physician may not have access to critical information regarding allergies or previous treatments, potentially leading to misdiagnoses or inappropriate treatments. Additionally, data duplication becomes a prevalent issue, as multiple entries for the same patient can exist across various systems, complicating data management and increasing the risk of errors. To address these challenges, implementing robust data governance principles is essential. Establishing clear data ownership is a foundational step, where specific departments or individuals are designated as responsible for the accuracy and integrity of their data. This accountability encourages a culture of data stewardship, where staff members are more likely to prioritize data quality and consistency. Furthermore, implementing metadata management can enhance the understanding of data context, allowing healthcare providers to interpret and utilize data more effectively. Need Assignment Help?