How do we leverage data through replication and warehousing to meet blood collection and transfusion service needs

Area of Science:

• Health Informatics
• Data Management
• Bioinformatics

Background:

• Blood Establishment Computer Systems (BCTS) and clinical information systems (CIS) generate essential electronic data.
• Data within CIS are often inaccessible for secondary uses like machine learning and AI.
• Data replication offers a solution for improved data accessibility.

Purpose of the Study:

• To explore the utility of data replication for Blood Collection and Transfusion Services (BCTS).
• To identify use cases and demonstrate the value of data replication in BCTS.
• To showcase how data replication can enhance clinical and operational needs.

Main Methods:

• A multi-institutional perspective was gathered from AABB Information Systems Committee members and IT professionals.
• BCTS-specific use cases for data replication were examined.
• Case studies of informatics solutions utilizing data replication were analyzed.

Main Results:

• Six use cases for data replication were identified, including data warehousing for lab staff.
• BCTS examples demonstrated value in visualizing critical inventory (e.g., O red blood cells, HLA-compatible platelets).
• Case studies showed optimization of staffing through workload reporting and improved blood access via location services.

Conclusions:

• Data replication and warehousing significantly enhance BCTS analytical capabilities.
• These technologies provide access to data not natively available in CIS.
• Improved data accessibility leads to enhanced patient care and laboratory operations.