Human-centered risk management for medical devices - new methods and tools

被引:6
|
作者
Janss, Armin [1 ]
Plogmann, Simon [1 ]
Radermacher, Klaus [1 ]
机构
[1] Rhein Westfal TH Aachen, Helmholtz Inst BME, Chair Med Engn, Aachen, Germany
来源
关键词
human-machine interaction; human-risk analysis; human-risk control; human errors; human error taxonomy; human factors; medical devices; model-based usability evaluation; COUNTERMEASURE; RELIABILITY; TECHNOLOGY; SELECTION;
D O I
10.1515/bmt-2014-0124
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Studies regarding adverse events with technical devices in the medical context showed, that in most of the cases non-usable interfaces are the cause for use deficiencies and therefore a potential harm for the patient and third parties. This is partially due to the lack of suitable methods for interlinking usability engineering and human-centered risk management. Especially regarding the early identification of human-induced errors and the systematic control of these failures, medical device manufacturers and in particular the developers have to be supported in order to guarantee reliable design and error-tolerant human-machine interfaces (HMI). In this context, we developed the HiFEM methodology and a corresponding software tool (mAIXuse) for model-based human risk analysis. Based on a two-fold approach, HiFEM provides a task-type-sensitive modeling structure with integrated temporal relations in order to represent and analyze the use process in a detailed way. The approach can be used from early developmental stages up to the validation process. Results of a comparative study with the HiFEM method and a classical process-failure mode and effect analysis (FMEA) depict, that the new modeling and analysis technique clearly outperforms the FMEA. Besides, we implemented a new method for systematic human risk control (mAIXcontrol). Accessing information from the method's knowledge base enables the operator to detect the most suitable countermeasures for a respective risk. Forty-one approved generic countermeasure principles have been indexed as a resulting combination of root causes and failures in a matrix. The methodology has been tested in comparison to a conventional approach as well. Evaluation of the matrix and the reassessment of the risk priority numbers by a blind expert demonstrate a substantial benefit of the new mAIXcontrol method.
引用
收藏
页码:165 / 181
页数:17
相关论文
共 50 条
  • [1] Creating Visual Tools to Support Human-Centered Design Methods
    Wang, Yuzhou
    Masoodian, Masood
    2020 24TH INTERNATIONAL CONFERENCE INFORMATION VISUALISATION (IV 2020), 2020, : 496 - 501
  • [2] Programmers Are Users Too: Human-Centered Methods for Improving Programming Tools
    Myers, Brad A.
    Ko, Andrew J.
    LaToza, Thomas D.
    Yoon, YoungSeok
    COMPUTER, 2016, 49 (07) : 44 - 52
  • [3] Human-Centered Design in Medical Fields
    Ando, Noriyoshi
    Nakano, Naoki
    Tohyama, Natsuko
    FUJITSU SCIENTIFIC & TECHNICAL JOURNAL, 2009, 45 (02): : 232 - 238
  • [4] Human-Centered Evaluation of XAI Methods
    Dawoud, Karam
    Samek, Wojciech
    Eisert, Peter
    Lapuschkin, Sebastian
    Bosse, Sebastian
    2023 23RD IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS, ICDMW 2023, 2023, : 912 - 921
  • [5] Toward a human-centered UML for risk analysis - Application to a medical robot
    Guiochet, J
    Motet, G
    Baron, C
    Boy, G
    HUMAN ERROR, SAFETY AND SYSTEMS DEVELOPMENT, 2004, 152 : 177 - 191
  • [6] Human-Centered Image Navigation on Mobile Devices
    Zang, Cunxun
    Liu, Qingshan
    Cheng, Jian
    Lu, Hanqing
    2008 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-4, 2008, : 321 - 324
  • [7] A Human-Centered Taxonomy of Interaction Modalities and Devices
    Augstein, Mirjam
    Neumayr, Thomas
    INTERACTING WITH COMPUTERS, 2019, 31 (01) : 27 - 58
  • [8] Human-Centered business process management
    Swenson, Keith
    Farris, Jim
    Fujitsu Scientific and Technical Journal, 2009, 45 (02): : 160 - 170
  • [9] Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making
    Cai, Carrie J.
    Reif, Emily
    Hegde, Narayan
    Hipp, Jason
    Kim, Been
    Smilkov, Daniel
    Wattenberg, Martin
    Viegas, Fernanda
    Corrado, Greg S.
    Stumpe, Martin C.
    Terry, Michael
    CHI 2019: PROCEEDINGS OF THE 2019 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2019,
  • [10] Human-Centered Business Process Management
    Swenson, Keith
    Farris, Jim
    FUJITSU SCIENTIFIC & TECHNICAL JOURNAL, 2009, 45 (02): : 160 - 170