Literature DB >> 25336592

'Connecting the dots': leveraging visual analytics to make sense of patient safety event reports.

Raj M Ratwani1, Allan Fong2.   

Abstract

An increasing number of healthcare providers are adopting patient safety event reporting systems, yet leveraging these data to improve safety remains a challenge, particularly with large datasets composed of thousands of event reports. A MedStar Health research team, with expertise in data analytics and human factors, developed intuitive visualization dashboards to facilitate data exploration and trend analysis. Dashboards were developed using an iterative design and development process that was end-user focused. A system level dashboard, representing data from multiple hospitals, and a hospital level dashboard were developed. The dashboards allowed users to directly manipulate the data, provided coordinated displays in different formats, and allowed users to quickly zoom in on specific variables of interest. Overall feedback was incredibly positive with nearly all users wanting to adopt the system immediately. Several improvements were suggested and are discussed. The success of this approach highlights the need for more intuitive data analysis tools.
© The Author 2014. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  error reporting; human factors; medical error; patient safety; visualization

Mesh:

Year:  2014        PMID: 25336592     DOI: 10.1136/amiajnl-2014-002963

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  9 in total

1.  Timely Data for Targeted Quality Improvement Interventions: Use of a Visual Analytics Dashboard for Bronchiolitis.

Authors:  Gabrielle Hester; Tom Lang; Laura Madsen; Rabindra Tambyraja; Paul Zenker
Journal:  Appl Clin Inform       Date:  2019-03-06       Impact factor: 2.342

2.  Using convolutional neural networks to identify patient safety incident reports by type and severity.

Authors:  Ying Wang; Enrico Coiera; Farah Magrabi
Journal:  J Am Med Inform Assoc       Date:  2019-12-01       Impact factor: 4.497

3.  Multi-method laboratory user evaluation of an actionable clinical performance information system: Implications for usability and patient safety.

Authors:  Benjamin Brown; Panos Balatsoukas; Richard Williams; Matthew Sperrin; Iain Buchan
Journal:  J Biomed Inform       Date:  2017-11-13       Impact factor: 6.317

4.  Using multiclass classification to automate the identification of patient safety incident reports by type and severity.

Authors:  Ying Wang; Enrico Coiera; William Runciman; Farah Magrabi
Journal:  BMC Med Inform Decis Mak       Date:  2017-06-12       Impact factor: 2.796

Review 5.  The Human Interface of Biomedical Informatics.

Authors:  Edward C Klatt
Journal:  J Pathol Inform       Date:  2018-09-06

Review 6.  Visual Analytic Tools and Techniques in Population Health and Health Services Research: Scoping Review.

Authors:  Jawad Ahmed Chishtie; Jean-Sebastien Marchand; Luke A Turcotte; Iwona Anna Bielska; Jessica Babineau; Monica Cepoiu-Martin; Michael Irvine; Sarah Munce; Sally Abudiab; Marko Bjelica; Saima Hossain; Muhammad Imran; Tara Jeji; Susan Jaglal
Journal:  J Med Internet Res       Date:  2020-12-03       Impact factor: 5.428

Review 7.  Interactive Visualization Applications in Population Health and Health Services Research: Systematic Scoping Review.

Authors:  Jawad Chishtie; Iwona Anna Bielska; Aldo Barrera; Jean-Sebastien Marchand; Muhammad Imran; Syed Farhan Ali Tirmizi; Luke A Turcotte; Sarah Munce; John Shepherd; Arrani Senthinathan; Monica Cepoiu-Martin; Michael Irvine; Jessica Babineau; Sally Abudiab; Marko Bjelica; Christopher Collins; B Catharine Craven; Sara Guilcher; Tara Jeji; Parisa Naraei; Susan Jaglal
Journal:  J Med Internet Res       Date:  2022-02-18       Impact factor: 7.076

8.  Interface design recommendations for computerised clinical audit and feedback: Hybrid usability evidence from a research-led system.

Authors:  Benjamin Brown; Panos Balatsoukas; Richard Williams; Matthew Sperrin; Iain Buchan
Journal:  Int J Med Inform       Date:  2016-07-16       Impact factor: 4.046

9.  10,000 Good Catches: Increasing Safety Event Reporting In A Pediatric Health Care System.

Authors:  Kristen M Crandall; Ahmed Almuhanna; Rebecca Cady; Lisbeth Fahey; Tara Taylor Floyd; Debbie Freiburg; Mary Anne Hilliard; Sonal Kalburgi; Nafis I Khan; DiAnthia Patrick; Padmaja Pavuluri; Kelvin Potter; Lisa Scafidi; Laura Sigman; Rahul K Shah
Journal:  Pediatr Qual Saf       Date:  2018-04-06
  9 in total

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