Behavior analysis in the medical sector: theory and practice

Mahdi Alizadeh, Sander Peters, Sandro Etalle, Nicola Zannone

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

5 Citations (Scopus)

Abstract

Behavior analysis has received considerable attention over recent years. In this paper, we apply behavior analysis to study the use of the Break-The-Glass (BTG) procedure at the Academic Medical Center (AMC), a large Dutch hospital. Similar to most hospitals, AMC employs the BTG procedure to deal with emergencies, which allows users to access patient data that they would not be normally allowed to access. This flexibility can be misused by users, leading to legal and financial consequences for the hospital. To assist AMC in the detection of possible misuses of the BTG procedure, in this work, we present an approach to analyze user behavior and apply it to a log collected from AMC. We partition users into different subgroups and build self-explanatory histogram-based profiles for users and subgroups. By comparing profiles, we measure to what extent users behave differently from their peers. The discussion of our findings with experts at AMC has shown that our approach can provide meaningful insights on user behavior and histograms are easy to understand and facilitate the investigation of suspicious behaviors.

Original languageEnglish
Title of host publicationProceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018
Place of PublicationNew York
PublisherAssociation for Computing Machinery, Inc
Pages1637-1646
Number of pages10
ISBN (Electronic)978-1-4503-5191-1
DOIs
Publication statusPublished - 9 Apr 2018
Event33rd Annual ACM Symposium on Applied Computing, SAC 2018 - Pau, France
Duration: 9 Apr 201813 Apr 2018

Conference

Conference33rd Annual ACM Symposium on Applied Computing, SAC 2018
CountryFrance
CityPau
Period9/04/1813/04/18

Keywords

  • Behavior analysis
  • Break-the-glass
  • Healthcare

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  • Cite this

    Alizadeh, M., Peters, S., Etalle, S., & Zannone, N. (2018). Behavior analysis in the medical sector: theory and practice. In Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018 (pp. 1637-1646). Association for Computing Machinery, Inc. https://doi.org/10.1145/3167132.3167307