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
  • [41] Big Data, Big Knowledge: Big Data for Personalized Healthcare
    Viceconti, Marco
    Hunter, Peter
    Hose, Rod
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2015, 19 (04) : 1209 - 1215
  • [42] Leveraging Large Data Sets for User Requirements Analysis
    Wolters, Maria K.
    Hanson, Vicki L.
    Moore, Johanna D.
    ASSETS 11: PROCEEDINGS OF THE 13TH INTERNATIONAL ACM SIGACCESS CONFERENCE ON COMPUTERS AND ACCESSIBILITY, 2011, : 67 - 74
  • [43] Internet User Behavior Analysis Based on Big Data
    He, Jiangnan
    Yin, Xiaoyin
    IWCMC 2021: 2021 17TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2021, : 432 - 435
  • [44] An open Big Data Platform for Industry 4.0 - Requirements, architecture, applications
    Weskamp, Jan Nicolas
    Poudel, Bal Krishna
    Al-Gumaei, Khaled
    Pethig, Florian
    ATP MAGAZINE, 2019, (03): : 96 - 105
  • [45] Role of Big Data Analysis in Healthcare Sector: A survey
    Halder, Pratik
    Pan, Indrajit
    2018 FOURTH IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2018, : 221 - 225
  • [46] Big data in healthcare: management, analysis and future prospects
    Dash, Sabyasachi
    Shakyawar, Sushil Kumar
    Sharma, Mohit
    Kaushik, Sandeep
    JOURNAL OF BIG DATA, 2019, 6 (01)
  • [47] Big data in healthcare: management, analysis and future prospects
    Sabyasachi Dash
    Sushil Kumar Shakyawar
    Mohit Sharma
    Sandeep Kaushik
    Journal of Big Data, 6
  • [48] A Big Data Analysis Platform for Healthcare on Apache Spark
    Zhang, Jinwei
    Zhang, Yong
    Hu, Qingcheng
    Tian, Hongliang
    Xing, Chunxiao
    SMART HEALTH, ICSH 2016, 2017, 10219 : 32 - 43
  • [49] Exploring the application of Big Data Analysis in healthcare sector
    Sisodia, Amrita
    Jindal, Rajni
    PROCEEDINGS 2017 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), 2017, : 1455 - 1458
  • [50] Situated Big Data and Big Data Analytics for Healthcare
    Sterling, Mark
    2017 IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC), 2017,