{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:38:52Z","timestamp":1759333132511,"version":"3.40.5"},"reference-count":12,"publisher":"Wiley","issue":"6","license":[{"start":{"date-parts":[[2024,4,22]],"date-time":"2024-04-22T00:00:00Z","timestamp":1713744000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Transfusion"],"published-print":{"date-parts":[[2024,6]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:sec><jats:title>Background<\/jats:title><jats:p>With the widespread adoption of Blood Establishment Computer Systems and other Blood Collection and Transfusion Service (BCTS) clinical information systems (CIS), electronic blood donor, product, and patient data are now routinely required for clinical, regulatory, operational, and quality needs. That data are often not readily accessible for such secondary use within CIS databases, particularly for applications with significant data availability requirements such as machine learning and artificial intelligence. Data replication provides one avenue by which CIS data can be made more readily available.<\/jats:p><\/jats:sec><jats:sec><jats:title>Study Design and Methods<\/jats:title><jats:p>Members of the AABB's Information Systems Committee along with institutional information technology colleagues provided a multi\u2010institutional viewpoint on data replication through the lens of BCTS specific use cases. Case studies of informatics offerings leveraging such technologies were also elicited.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Six distinct use cases describe the potential role of data replication including the creation of data warehouses for frontline laboratory staff. Specific BCTS examples for each use case are presented to highlight the value of data replication, including visualization of critical inventory (O red blood cells, HLA\u2010compatible platelets) and utilization analytics for patient blood management. Two case studies describe the approach to implement such technologies to (1) optimize staffing via laboratory workload reporting and (2) improve access to blood via antigen\u2010negative blood product location services.<\/jats:p><\/jats:sec><jats:sec><jats:title>Discussion<\/jats:title><jats:p>Data replication and warehousing can empower BCTS analytic offerings not otherwise natively available through one's CIS to improve patient care and laboratory operations.<\/jats:p><\/jats:sec>","DOI":"10.1111\/trf.17845","type":"journal-article","created":{"date-parts":[[2024,4,23]],"date-time":"2024-04-23T05:59:50Z","timestamp":1713851990000},"page":"969-978","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["How do we leverage data through replication and warehousing to meet blood collection and transfusion service needs"],"prefix":"10.1111","volume":"64","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7868-2852","authenticated-orcid":false,"given":"Justin E.","family":"Juskewitch","sequence":"first","affiliation":[{"name":"Department of Laboratory Medicine and Pathology Mayo Clinic  Rochester Minnesota USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lynne","family":"Briggs","sequence":"additional","affiliation":[{"name":"Versiti Blood Centers  Milwaukee Wisconsin USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jenna","family":"Khan","sequence":"additional","affiliation":[{"name":"Department of Pathology University of Virginia Health System  Charlottesville Virginia USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4266-561X","authenticated-orcid":false,"given":"Patrick C.","family":"Mathias","sequence":"additional","affiliation":[{"name":"Department of Laboratory Medicine and Pathology University of Washington School of Medicine  Seattle Washington USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Terri S.","family":"Coyle","sequence":"additional","affiliation":[{"name":"Department of Laboratory Medicine and Pathology Mayo Clinic  Rochester Minnesota USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vicki L.","family":"Courson","sequence":"additional","affiliation":[{"name":"Department of Information Technology Mayo Clinic  Rochester Minnesota USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James T.","family":"Hansen","sequence":"additional","affiliation":[{"name":"Department of Information Technology Mayo Clinic  Rochester Minnesota USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nageswar","family":"Madde","sequence":"additional","affiliation":[{"name":"Department of Information Technology Mayo Clinic  Rochester Minnesota USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mandy F.","family":"O'Leary","sequence":"additional","affiliation":[{"name":"Department of Pathology Moffitt Cancer Center  Tampa Florida USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5723-7023","authenticated-orcid":false,"given":"Hamilton C.","family":"Tsang","sequence":"additional","affiliation":[{"name":"Department of Laboratory Medicine and Pathology University of Washington School of Medicine  Seattle Washington USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"name":"the AABB Information Systems Committee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2024,4,22]]},"reference":[{"key":"e_1_2_7_2_1","first-page":"11","volume-title":"Computer fundamentals pathology informatics: theory and practice","author":"Park S","year":"2012"},{"key":"e_1_2_7_3_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcp\/aqac004"},{"key":"e_1_2_7_4_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcp\/aqab213"},{"key":"e_1_2_7_5_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcp\/aqab162"},{"key":"e_1_2_7_6_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcp\/aqab145"},{"key":"e_1_2_7_7_1","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocv189"},{"key":"e_1_2_7_8_1","doi-asserted-by":"publisher","DOI":"10.1111\/trf.14316"},{"key":"e_1_2_7_9_1","doi-asserted-by":"publisher","DOI":"10.1111\/trf.16025"},{"key":"e_1_2_7_10_1","unstructured":"ICCBBA.ISBT\u2010128 [monograph on the internet].2024. Accessed on: Februrary 1 2024. Available from:https:\/\/www.isbt128.org\/"},{"key":"e_1_2_7_11_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcp\/aqy112.342"},{"key":"e_1_2_7_12_1","doi-asserted-by":"publisher","DOI":"10.1111\/trf.15638"},{"key":"e_1_2_7_13_1","first-page":"132","article-title":"Would a National Antibody Register contribute to improving patient outcomes?","volume":"20","author":"Powell Z","year":"2022","journal-title":"Blood Transfus"}],"container-title":["Transfusion"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/trf.17845","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,15]],"date-time":"2024-10-15T09:59:23Z","timestamp":1728986363000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/trf.17845"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,22]]},"references-count":12,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,6]]}},"alternative-id":["10.1111\/trf.17845"],"URL":"https:\/\/doi.org\/10.1111\/trf.17845","archive":["Portico"],"relation":{},"ISSN":["0041-1132","1537-2995"],"issn-type":[{"type":"print","value":"0041-1132"},{"type":"electronic","value":"1537-2995"}],"subject":[],"published":{"date-parts":[[2024,4,22]]},"assertion":[{"value":"2024-03-13","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-04-09","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-04-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}