Literature DB >> 24084507

The role of informatics and decision support in utilization management.

Jason M Baron1, Anand S Dighe.   

Abstract

Information systems provide a critical link between clinical laboratories and the clinicians and patients they serve. Strategic deployment of informatics resources can enable a wide array of utilization initiatives and can substantially improve the appropriateness of test selection and results interpretation. In this article, we review information systems including computerized provider order entry (CPOE) systems, laboratory information systems (LISs), electronic health records (EHRs), laboratory middleware, knowledge management systems and systems for data extraction and analysis, and describe the role that each can play in utilization management. We also discuss specific utilization strategies that laboratories can employ within these systems, citing examples both from our own institution and from the literature. Finally, we review how emerging applications of decision support technologies may help to further refine test utilization, "personalize" laboratory diagnosis, and enhance the diagnostic value of laboratory testing.
© 2013.

Entities:  

Keywords:  Analytics; Clinical decision support; Laboratory utilization; Provider order entry

Mesh:

Year:  2013        PMID: 24084507     DOI: 10.1016/j.cca.2013.09.027

Source DB:  PubMed          Journal:  Clin Chim Acta        ISSN: 0009-8981            Impact factor:   3.786


  14 in total

1.  Creation and Use of an Electronic Health Record Reporting Database to Improve a Laboratory Test Utilization Program.

Authors:  Danielle E Kurant; Jason M Baron; Genti Strazimiri; Kent B Lewandrowski; Joseph W Rudolf; Anand S Dighe
Journal:  Appl Clin Inform       Date:  2018-07-11       Impact factor: 2.342

2.  Temporal trends of hemoglobin A1c testing.

Authors:  Rimma Pivovarov; David J Albers; George Hripcsak; Jorge L Sepulveda; Noémie Elhadad
Journal:  J Am Med Inform Assoc       Date:  2014-06-13       Impact factor: 4.497

3.  Impact of nonintrusive clinical decision support systems on laboratory test utilization in a large academic centre.

Authors:  Kevin P Eaton; Natasha Chida; Ariella Apfel; Leonard Feldman; Adena Greenbaum; Susan Tuddenham; Emily A Kendall; Amit Pahwa
Journal:  J Eval Clin Pract       Date:  2018-02-15       Impact factor: 2.431

4.  Displaying Cost and Completion Time for Reference Laboratory Test Orders-A Randomized Controlled Trial.

Authors:  Shohei Ikoma; Logan Pierce; Douglas S Bell; Eric M Cheng; Thomas Drake; Rong Guo; Alyssa Ziman
Journal:  Appl Clin Inform       Date:  2022-05-17       Impact factor: 2.762

5.  Use of machine learning to predict clinical decision support compliance, reduce alert burden, and evaluate duplicate laboratory test ordering alerts.

Authors:  Jason M Baron; Richard Huang; Dustin McEvoy; Anand S Dighe
Journal:  JAMIA Open       Date:  2021-03-01

6.  Development of a "meta-model" to address missing data, predict patient-specific cancer survival and provide a foundation for clinical decision support.

Authors:  Jason M Baron; Ketan Paranjape; Tara Love; Vishakha Sharma; Denise Heaney; Matthew Prime
Journal:  J Am Med Inform Assoc       Date:  2021-03-01       Impact factor: 4.497

7.  The 2013 symposium on pathology data integration and clinical decision support and the current state of field.

Authors:  Jason M Baron; Anand S Dighe; Ramy Arnaout; Ulysses J Balis; W Stephen Black-Schaffer; Alexis B Carter; Walter H Henricks; John M Higgins; Brian R Jackson; Jiyeon Kim; Veronica E Klepeis; Long P Le; David N Louis; Diana Mandelker; Craig H Mermel; James S Michaelson; Rakesh Nagarajan; Mihae E Platt; Andrew M Quinn; Luigi Rao; Brian H Shirts; John R Gilbertson
Journal:  J Pathol Inform       Date:  2014-01-31

Review 8.  Electronic Health Record (EHR) As a Vehicle for Successful Health Care Best Practice.

Authors:  Marjan Ghazisaeedi; Niloofar Mohammadzadeh; Reza Safdari
Journal:  Med Arch       Date:  2014-12-16

9.  Computer physician order entry (CPOE) as a strategy to estimate laboratory activity and costs associated with cancer clinical trials.

Authors:  Enrique Rodriguez-Borja; Africa Corchon-Peyrallo; Macarena Diaz-Gimenez; Arturo Carratala-Calvo
Journal:  Biochem Med (Zagreb)       Date:  2018-10-15       Impact factor: 2.313

10.  Improving American Healthcare Through "Clinical Lab 2.0": A Project Santa Fe Report.

Authors:  James M Crawford; Khosrow Shotorbani; Gaurav Sharma; Michael Crossey; Tarush Kothari; Thomas S Lorey; Jeffrey W Prichard; Myra Wilkerson; Nancy Fisher
Journal:  Acad Pathol       Date:  2017-04-18
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