Establishing Trust in Pharmaceutical Data with an Independent Verification and Validation Methodology.
Journal
AMIA ... Annual Symposium proceedings. AMIA Symposium
ISSN: 1942-597X
Titre abrégé: AMIA Annu Symp Proc
Pays: United States
ID NLM: 101209213
Informations de publication
Date de publication:
2022
2022
Historique:
medline:
3
5
2023
pubmed:
2
5
2023
entrez:
2
5
2023
Statut:
epublish
Résumé
Our aim is to demonstrate a general-purpose data and knowledge validation approach that enables reproducible metrics for data and knowledge quality and safety. We researched widely accepted statistical process control methods from high-quality, high-safety industries and applied them to pharmacy prescription data being migrated between EHRs. Natural language medication instructions from prescriptions were independently categorized by two terminologists as a first step toward encoding those medication instructions using standardized terminology. Overall, the weighted average of medication instructions that were matched by reviewers was 43%, with strong agreement between reviewers for short instructions (K=0.82) and long instructions (K=0.85), and moderate agreement for medium instructions (K=0.61). Category definitions will be refined in future work to mitigate discrepancies. We recommend incorporating appropriate statistical tests, such as evaluating inter-rater and intra-rater reliability and bivariate comparison of reviewer agreement over an adequate statistical sample, when developing benchmarks for health data and knowledge quality and safety.
Substances chimiques
Pharmaceutical Preparations
0
Types de publication
Journal Article
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
329-338Informations de copyright
©2022 AMIA - All rights reserved.
Références
Methods Inf Med. 1991 Apr;30(2):79-80
pubmed: 1857252
Intensive Care Med. 2002 May;28(5):656-9
pubmed: 12029418
J Am Med Inform Assoc. 2022 Jul 12;29(8):1372-1380
pubmed: 35639494
J Manag Care Spec Pharm. 2018 Jul;24(7):691-699
pubmed: 29345553
Yearb Med Inform. 2016 Aug 02;Suppl 1:S103-16
pubmed: 27488402
Summit Transl Bioinform. 2010 Mar 01;2010:1-5
pubmed: 21347133
AMIA Annu Symp Proc. 2006;:324-8
pubmed: 17238356
J Am Board Fam Med. 2018 May-Jun;31(3):398-409
pubmed: 29743223
AMIA Annu Symp Proc. 2018 Apr 16;2017:575-584
pubmed: 29854122
Med Care. 2013 Aug;51(8 Suppl 3):S22-9
pubmed: 23793049
J Am Med Inform Assoc. 2021 Jul 14;28(7):1591-1599
pubmed: 33496785
J Am Med Inform Assoc. 2017 Jul 01;24(4):806-812
pubmed: 28339701
J Am Med Inform Assoc. 2000 Jan-Feb;7(1):55-65
pubmed: 10641963
J Biomed Discov Collab. 2011 Jun 06;6:48-52
pubmed: 21647858
Med Care. 2013 Aug;51(8 Suppl 3):S30-7
pubmed: 23774517
Proc AMIA Symp. 1998;:870-4
pubmed: 9929343
J Am Med Inform Assoc. 2022 Apr 13;29(5):753-760
pubmed: 35015861
J Am Med Inform Assoc. 2011 Sep-Oct;18(5):645-51
pubmed: 21613642
AMIA Annu Symp Proc. 2010 Nov 13;2010:356-60
pubmed: 21347000
EGEMS (Wash DC). 2017 Sep 04;5(1):19
pubmed: 29881739
EGEMS (Wash DC). 2016 Sep 11;4(1):1244
pubmed: 27713905
BMC Med Inform Decis Mak. 2014 Jun 11;14:51
pubmed: 24916006
EGEMS (Wash DC). 2018 Jul 19;6(1):17
pubmed: 30094289
J Am Med Inform Assoc. 2000 Jan-Feb;7(1):106-7
pubmed: 10641968
J Am Med Inform Assoc. 1997 Sep-Oct;4(5):342-55
pubmed: 9292840
BMJ. 2003 May 17;326(7398):1070
pubmed: 12750210
Milbank Q. 2013 Sep;91(3):459-90
pubmed: 24028696