Question 2A healthcare provider stores data in patient portals at multiple clinics and its billing system at headquarters. When a doctor makes a change to a patient's medication in the portal, the change is not reflected in the billing system. This leads to patients being billed for the wrong medications. What data integrity problem does this scenario describe?1 pointGatheringManipulationReplication Transfer

Question 2A retailer keeps data in point-of-sale systems at its 10 local stores and an inventory management system at its central warehouse. When purchases are made at a store, they are only recorded in the point-of-sale systems. As a result, the inventory records are inaccurate and stores often run out of inventory. What data integrity problem does this scenario describe?1 pointTransferReplication ManipulationGathering3.Question 3

A junior data analyst copies data from one computer to another over their company network. The network connection goes down during the process, which results in an incomplete copy of the data. What data integrity problem does this scenario describe?1 pointCleaningReplicationManipulationTransfer

Question 2A company has multiple retail chain stores. Each store’s database is located onsite and used for various purposes. Which of the following processes could compromise data integrity?1 pointData replicationData cleaningData transferData gathering

Pharmacy technicians are responsible for ensuring that patient data is accurately entered into the pharmacy computer system. Incorrect entry of a patient’s weight by the pharmacy technician when entering an infant’s antibiotic order could result in a medication error affecting which of the following:

How would you handle conflicting information or discrepancies between different data sources during data integration