Literature DB >> 23957739

Integrated information visualization to support decision making for use of antibiotics in intensive care: design and usability evaluation.

Johanna Forsman1, Nadim Anani, Aboozar Eghdam, Magnus Falkenhav, Sabine Koch.   

Abstract

Overuse of antibiotics is a critical problem in intensive care today. The situation is further complicated by the extremely data-intensive environment with clinical data presented in distributed, often stand-alone information systems. To access and interpret all data is a complex and time-consuming technical and cognitive challenge. We propose a holistic integrated visualization in the form of a patient overview to support physicians in decision making for use of antibiotics at intensive care units. Special emphasis is put on analysis of work processes to identify information needs, the development of a visualization tool based on an integrated data model, and usability testing of the tool in combination with an eye-tracking technology. The visualization tool was highly rated in terms of user performance and preferences, and the analysis of users' visual patterns showed that different types of data visualization may benefit specialist and resident intensive care physicians depending on the task to be performed. A highly interactive tool for integrated information visualization could potentially increase the understanding of a patient's infection status and ultimately enhance decision making for the use of antibiotics.

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Year:  2013        PMID: 23957739     DOI: 10.3109/17538157.2013.812649

Source DB:  PubMed          Journal:  Inform Health Soc Care        ISSN: 1753-8157            Impact factor:   2.439


  12 in total

1.  Improving Health Care Management in Hospitals Through a Productivity Dashboard.

Authors:  Miguel Pestana; Ruben Pereira; Sérgio Moro
Journal:  J Med Syst       Date:  2020-03-12       Impact factor: 4.460

2.  Clinical Use of Precision Oncology Decision Support.

Authors:  Amber Johnson; Yekaterina B Khotskaya; Lauren Brusco; Jia Zeng; Vijaykumar Holla; Ann M Bailey; Beate C Litzenburger; Nora Sanchez; Md Abu Shufean; Sarina Piha-Paul; Vivek Subbiah; David Hong; Mark Routbort; Russell Broaddus; Kenna R Mills Shaw; Gordon B Mills; John Mendelsohn; Funda Meric-Bernstam
Journal:  JCO Precis Oncol       Date:  2017-09-13

3.  EHDViz: clinical dashboard development using open-source technologies.

Authors:  Marcus A Badgeley; Khader Shameer; Benjamin S Glicksberg; Max S Tomlinson; Matthew A Levin; Patrick J McCormick; Andrew Kasarskis; David L Reich; Joel T Dudley
Journal:  BMJ Open       Date:  2016-03-24       Impact factor: 2.692

4.  Development of a computerised decisions support system for renal risk drugs targeting primary healthcare.

Authors:  Anders Helldén; Fadiea Al-Aieshy; Pia Bastholm-Rahmner; Ulf Bergman; Lars L Gustafsson; Hans Höök; Susanne Sjöviker; Anders Söderström; Ingegerd Odar-Cederlöf
Journal:  BMJ Open       Date:  2015-07-06       Impact factor: 2.692

5.  "Usability of data integration and visualization software for multidisciplinary pediatric intensive care: a human factors approach to assessing technology".

Authors:  Ying Ling Lin; Anne-Marie Guerguerian; Jessica Tomasi; Peter Laussen; Patricia Trbovich
Journal:  BMC Med Inform Decis Mak       Date:  2017-08-14       Impact factor: 2.796

6.  Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR.

Authors:  Andrew J King; Harry Hochheiser; Shyam Visweswaran; Gilles Clermont; Gregory F Cooper
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2017-07-26

7.  Data Visualizations to Support Health Practitioners' Provision of Personalized Care for Patients With Cancer and Multiple Chronic Conditions: User-Centered Design Study.

Authors:  Uba Backonja; Sarah C Haynes; Katherine K Kim
Journal:  JMIR Hum Factors       Date:  2018-10-16

8.  Critical care information display approaches and design frameworks: A systematic review and meta-analysis.

Authors:  Melanie C Wright; Damian Borbolla; Rosalie G Waller; Guilherme Del Fiol; Thomas Reese; Paige Nesbitt; Noa Segall
Journal:  J Biomed Inform X       Date:  2019-06-22

9.  Association of Data Integration Technologies With Intensive Care Clinician Performance: A Systematic Review and Meta-analysis.

Authors:  Ying Ling Lin; Patricia Trbovich; Lauren Kolodzey; Cheri Nickel; Anne-Marie Guerguerian
Journal:  JAMA Netw Open       Date:  2019-05-03

Review 10.  Using Eye Trackers for Usability Evaluation of Health Information Technology: A Systematic Literature Review.

Authors:  Onur Asan; Yushi Yang
Journal:  JMIR Hum Factors       Date:  2015-04-14
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