Literature DB >> 29777325

Developing an Interactive Data Visualization Tool to Assess the Impact of Decision Support on Clinical Operations.

Timothy C Huber1, Arun Krishnaraj2, Dayna Monaghan1, Cree M Gaskin1.   

Abstract

Due to mandates from recent legislation, clinical decision support (CDS) software is being adopted by radiology practices across the country. This software provides imaging study decision support for referring providers at the point of order entry. CDS systems produce a large volume of data, providing opportunities for research and quality improvement. In order to better visualize and analyze trends in this data, an interactive data visualization dashboard was created using a commercially available data visualization platform. Following the integration of a commercially available clinical decision support product into the electronic health record, a dashboard was created using a commercially available data visualization platform (Tableau, Seattle, WA). Data generated by the CDS were exported from the data warehouse, where they were stored, into the platform. This allowed for real-time visualization of the data generated by the decision support software. The creation of the dashboard allowed the output from the CDS platform to be more easily analyzed and facilitated hypothesis generation. Integrating data visualization tools into clinical decision support tools allows for easier data analysis and can streamline research and quality improvement efforts.

Keywords:  Analytics; Clinical decision support; Data visualization; Informatics

Mesh:

Year:  2018        PMID: 29777325      PMCID: PMC6148824          DOI: 10.1007/s10278-018-0065-z

Source DB:  PubMed          Journal:  J Digit Imaging        ISSN: 0897-1889            Impact factor:   4.056


  5 in total

Review 1.  Early Experience With Implementation of a Commercial Decision-Support Product for Imaging Order Entry.

Authors:  Timothy Huber; Cree M Gaskin; Arun Krishnaraj
Journal:  Curr Probl Diagn Radiol       Date:  2015-10-23

2.  Flying blind: using a digital dashboard to navigate a complex PACS environment.

Authors:  Matthew B Morgan; Barton F Branstetter; Jonathan Mates; Paul J Chang
Journal:  J Digit Imaging       Date:  2006-03       Impact factor: 4.056

3.  Utilization of dashboard technology in academic radiology departments: results of a national survey.

Authors:  Bahar Mansoori; Ronald D Novak; Carlos J Sivit; Pablo R Ros
Journal:  J Am Coll Radiol       Date:  2013-04       Impact factor: 5.532

4.  Clinical dashboards: impact on workflow, care quality, and patient safety.

Authors:  Marie Egan
Journal:  Crit Care Nurs Q       Date:  2006 Oct-Dec

Review 5.  Innovative information visualization of electronic health record data: a systematic review.

Authors:  Vivian L West; David Borland; W Ed Hammond
Journal:  J Am Med Inform Assoc       Date:  2014-10-21       Impact factor: 4.497

  5 in total
  3 in total

1.  Usability Testing of an Interactive Dashboard for Surgical Quality Improvement in a Large Congenital Heart Center.

Authors:  Danny T Y Wu; Scott Vennemeyer; Kelly Brown; Jason Revalee; Paul Murdock; Sarah Salomone; Ashton France; Katherine Clarke-Myers; Samuel P Hanke
Journal:  Appl Clin Inform       Date:  2019-11-13       Impact factor: 2.342

2.  Identified themes of interactive visualizations overlayed onto EHR data: an example of improving birth center operating room efficiency.

Authors:  Andrew Stirling; Tracy Tubb; Emily S Reiff; Chad A Grotegut; Jennifer Gagnon; Weiyi Li; Gail Bradley; Eric G Poon; Benjamin A Goldstein
Journal:  J Am Med Inform Assoc       Date:  2020-05-01       Impact factor: 4.497

3.  Prospective cost implications with a clinical decision support system for pediatric emergency head computed tomography.

Authors:  Shireen E Hayatghaibi; Marla B K Sammer; Varsha Varghese; Victor J Seghers; Andrew C Sher
Journal:  Pediatr Radiol       Date:  2021-08-25
  3 in total

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