User Needs and Requirements Analysis for Big Data Healthcare Applications

被引:3
|
作者
Zillner, Sonja [1 ,2 ]
Lasierra, Nelia [3 ]
Faix, Werner [2 ]
Neururer, Sabrina [3 ,4 ]
机构
[1] Siemens AG, Corp Technol, Munich, Germany
[2] Steinbeis Univ, Sch Int Business & Entrepreneurship, Berlin, Germany
[3] Univ Innsbruck, Semant Technol Inst Innsbruck, Innsbruck, Austria
[4] Innsbruck Med Univ, Dept Med Stat Informat & Hlth Econ, Innsbruck, Austria
来源
基金
欧盟第七框架计划;
关键词
Big data; user needs; requirements analysis;
D O I
10.3233/978-1-61499-432-9-657
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The realization of big data applications that allow improving the quality and efficiency of healthcare care delivery is challenging. In order to take advantage of the promising opportunities of big data technologies, a clear understanding of user needs and requirements of the various stakeholders of healthcare, such as patients, clinicians and physicians, healthcare provider, payors, pharmaceutical industry, medical product suppliers and government, is needed. Our study is based on internet, literature and market study research as well as on semi-structured interviews with major stakeholder groups of healthcare delivery settings. The analysis shows that big data technologies could be used to align the opposing user needs of improved quality with improved efficiency of care. However, this requires the integrated view of various heterogeneous data sources, legal frameworks for data sharing and incentives that foster collaboration.
引用
收藏
页码:657 / 661
页数:5
相关论文
共 50 条
  • [21] Improving big data governance in healthcare institutions: user experience research for honest broker based application to access healthcare big data
    Singh, Kanupriya
    Li, Shangman
    Jahnke, Isa
    Alarcon, Mauro Lemus
    Mosa, Abu
    Calyam, Prasad
    BEHAVIOUR & INFORMATION TECHNOLOGY, 2024, 43 (06) : 1067 - 1095
  • [22] "Big data" needs an analysis of decision processes
    Analytis, Pantelis P.
    Moussaid, Mehdi
    Artinger, Florian
    Kaemmer, Juliane E.
    Gigerenzer, Gerd
    BEHAVIORAL AND BRAIN SCIENCES, 2014, 37 (01) : 76 - 78
  • [23] iHealthcare: Predictive Model Analysis Concerning Big Data Applications for Interactive Healthcare Systems
    Bhuiyan, Md. Ataur Rahman
    Ullah, Md. Rifat
    Das, Amit Kumar
    APPLIED SCIENCES-BASEL, 2019, 9 (16):
  • [24] An Architecture for Healthcare Big Data Management and Analysis
    Gui, Hao
    Zheng, Rong
    Ma, Chao
    Fan, Hao
    Xu, Liya
    HEALTH INFORMATION SCIENCE, HIS 2016, 2016, 10038 : 154 - 160
  • [25] COOPERATION IN UNDERSTANDING USER NEEDS AND REQUIREMENTS
    MACAULAY, L
    COMPUTER INTEGRATED MANUFACTURING SYSTEMS, 1995, 8 (02): : 155 - 165
  • [26] QualiBD: A Tool for Modelling Quality Requirements for Big Data Applications
    Arruda, Darlan
    Madhavji, Nazim H.
    2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2019, : 5977 - 5979
  • [27] State of Requirements Engineering Research in the Context of Big Data Applications
    Arruda, Darlan
    Madhavji, Nazim H.
    REQUIREMENTS ENGINEERING: FOUNDATION FOR SOFTWARE QUALITY (REFSQ 2018), 2018, 10753 : 307 - 323
  • [28] Analysis of sedation and general anesthesia in patients with special needs in dentistry using the Korean healthcare big data
    Kim, Jieun
    Kim, Hyuk
    Seo, Kwang-Suk
    Kim, Hyun Jeong
    JOURNAL OF DENTAL ANESTHESIA AND PAIN MEDICINE, 2022, 22 (03) : 205 - 216
  • [29] Requirements Analysis for User Interfaces in Mobile eHealth Applications
    Statti, Armando
    Madrid, Natividad Martinez
    BIOINFORMATICS AND BIOMEDICAL ENGINEERING, IWBBIO 2017, PT II, 2017, 10209 : 642 - 652
  • [30] Mining user requirements to facilitate mobile app quality upgrades with big data
    Chen, Runyu
    Wang, Qili
    Xu, Wei
    ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2019, 38