Harnessing scientific literature reports for pharmacovigilance Prototype software analytical tool development and usability testing

被引:6
|
作者
Sorbello, Alfred [1 ]
Ripple, Anna [2 ]
Tonning, Joseph [1 ]
Munoz, Monica [3 ]
Hasan, Rashedul [1 ]
Ly, Thomas [1 ]
Francis, Henry [1 ]
Bodenreider, Olivier [2 ]
机构
[1] US FDA, Off Translat Sci, Silver Spring, MD USA
[2] Lister Hill Natl Ctr Biomed Commun, Natl Lib Med, NIH, Bethesda, MD USA
[3] US FDA, Off Surveillance & Epidemiol, Silver Spring, MD USA
来源
APPLIED CLINICAL INFORMATICS | 2017年 / 8卷 / 01期
关键词
Pharmacovigilance; software design; user-computer interface; data mining; translational research; ADVERSE DRUG EVENTS; SIGNAL-DETECTION; HOSPITALIZED-PATIENTS; SAFETY; MEDLINE; METHODOLOGIES; COSTS;
D O I
10.4338/ACI-2016-11-RA-0188
中图分类号
R-058 [];
学科分类号
摘要
Objectives: We seek to develop a prototype software analytical tool to augment FDA regulatory reviewers' capacity to harness scientific literature reports in PubMed/MEDLINE for pharmacovigilance and adverse drug event (ADE) safety signal detection. We also aim to gather feedback through usability testing to assess design, performance, and user satisfaction with the tool. Methods: A prototype, open source, web-based, software analytical tool generated statistical disproportionality data mining signal scores and dynamic visual analytics for ADE safety signal detection and management. We leveraged Medical Subject Heading (MeSH) indexing terms assigned to published citations in PubMed/MEDLINE to generate candidate drug-adverse event pairs for quantitative data mining. Six FDA regulatory reviewers participated in usability testing by employing the tool as part of their ongoing real-life pharmacovigilance activities to provide subjective feedback on its practical impact, added value, and fitness for use. Results: All usability test participants cited the tool's ease of learning, ease of use, and generation of quantitative ADE safety signals, some of which corresponded to known established adverse drug reactions. Potential concerns included the comparability of the tool's automated literature search relative to a manual 'all fields' PubMed search, missing drugs and adverse event terms, interpretation of signal scores, and integration with existing computer-based analytical tools. Conclusions: Usability testing demonstrated that this novel tool can automate the detection of ADE safety signals from published literature reports. Various mitigation strategies are described to foster improvements in design, productivity, and end user satisfaction.
引用
收藏
页码:291 / 305
页数:15
相关论文
共 50 条
  • [1] Software Development and Tool Usability
    Dillon, Brian
    Thompson, Richard
    [J]. 2016 IEEE 24TH INTERNATIONAL CONFERENCE ON PROGRAM COMPREHENSION (ICPC), 2016,
  • [2] An Analytical and Comparative Study of Software Usability Quality Factors Usability Model in Software Engineering Literature
    Kabir, Md Alamgir
    Rehman, Muaan Ur
    Majumdar, Shariful Islam
    [J]. PROCEEDINGS OF 2016 IEEE 7TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2016), 2016, : 800 - 803
  • [3] Testing scientific software: A systematic literature review
    Kanewala, Upulee
    Bieman, James M.
    [J]. INFORMATION AND SOFTWARE TECHNOLOGY, 2014, 56 (10) : 1219 - 1232
  • [4] SPHN - Development and Usability Testing of an Electronic General Consent Prototype
    Maurer, Julia
    Saccilotto, Ramon
    Willers, Jorg
    Dublin, Pascal
    Vu Duong
    Pauli-Magnus, Christiane
    [J]. DIGITAL PERSONALIZED HEALTH AND MEDICINE, 2020, 270 : 1151 - 1155
  • [5] Testing object management (TOM): A prototype for usability knowledge management in global software
    Douglas, Ian
    [J]. USABILITY AND INTERNATIONALIZATION, PT 1, PROCEEDINGS: HCI AND CULTURE, 2007, 4559 : 297 - +
  • [6] Reliability Assessment Tool: Development and Prototype Testing
    List, George F.
    Rouphail, Nagui
    Smith, Russell
    Williams, Billy
    [J]. TRANSPORTATION RESEARCH RECORD, 2018, 2672 (14) : 29 - 38
  • [7] White Box Testing Tool Prototype Development
    Barus, Arlinta Christy
    Hutasoit, Dian Ira Putri
    Siringoringo, Joel Hunter
    Siahaan, Yusfi Apriyanti
    [J]. 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS 2015, 2015, : 417 - 422
  • [8] Usability and User-Centered Design in Scientific Software Development
    Macaulay, Catriona
    Sloan, David
    Jiang, Xinyi
    Forbes, Paula
    Loynton, Scott
    Swedlow, Jason R.
    Gregor, Peter
    [J]. IEEE SOFTWARE, 2009, 26 (01) : 96 - 102
  • [9] Development of a prototype software tool to assist with toxidrome recognition
    Nogee, Daniel
    Tomassoni, Anthony
    [J]. CLINICAL TOXICOLOGY, 2018, 56 (10) : 1049 - 1049
  • [10] Development and usability testing of an audit and feedback tool for anesthesiologists
    Barbeito, Atilio
    Segall, Noa
    [J]. JAMIA OPEN, 2019, 2 (01) : 29 - 34