Implications and Modelling of Data Quality on Confidence of Clinical Decision Support: A Conceptual Framework

被引:0
|
作者
Despotou, George [1 ]
Jones, Richard W. [2 ]
Katzis, Konstantinos [3 ]
Bilici, Eda [1 ]
Lei, Zhao [1 ]
Lim Choi Keung, Sarah [1 ]
Arvanitis, Theodoros N. [1 ]
机构
[1] Univ Warwick, WMG, Inst Digital Healthcare, Coventry, W Midlands, England
[2] Univ Warwick, Sch Engn, Coventry, W Midlands, England
[3] European Univ, Dept Comp Sci & Engn, Engomi, Cyprus
关键词
Clinical decision support; decision-making confidence; data quality; integrated care;
D O I
10.3233/978-1-61499-781-8-140
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Integrated care paradigms depend on multiple sources of data. The quality of data used in decision-making will ultimately affect the delivered care to the patient. Quality includes several dimensions, which may affect the result. This paper presents how data quality dimensions may affect the delivered service, and propose a conceptual framework for the classification of confidence in data used in clinical decision-making for integrated care.
引用
收藏
页码:140 / 143
页数:4
相关论文
共 50 条
  • [1] Groundwater modelling in decision support: reflections on a unified conceptual framework
    Doherty, John
    Simmons, Craig T.
    [J]. HYDROGEOLOGY JOURNAL, 2013, 21 (07) : 1531 - 1537
  • [2] A Clinical Decision Support Framework for Heterogeneous Data Sources
    Huang, Mengxing
    Han, Huirui
    Wang, Hao
    Li, Lefei
    Zhang, Yu
    Bhatti, Uzair Aslam
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2018, 22 (06) : 1824 - 1833
  • [3] Conceptual Framework for a Data Model to Support Asset Management Decision-Making Process
    Polenghi, Adalberto
    Roda, Irene
    Macchi, Marco
    Pozzetti, Alessandro
    [J]. ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: PRODUCTION MANAGEMENT FOR THE FACTORY OF THE FUTURE, PT I, 2019, : 283 - 290
  • [4] A conceptual framework and protocol for defining clinical decision support objectives applicable to medical specialties
    Timbie, Justin W.
    Damberg, Cheryl L.
    Schneider, Eric C.
    Bell, Douglas S.
    [J]. BMC MEDICAL INFORMATICS AND DECISION MAKING, 2012, 12
  • [5] A conceptual framework and protocol for defining clinical decision support objectives applicable to medical specialties
    Justin W Timbie
    Cheryl L Damberg
    Eric C Schneider
    Douglas S Bell
    [J]. BMC Medical Informatics and Decision Making, 12
  • [6] A conceptual evolutionary aseismic decision support framework for hospitals
    Hu, Yufeng
    Dargush, Gary F.
    Shao, Xiaoyun
    [J]. EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION, 2012, 11 (04) : 499 - 512
  • [7] A Data Quality Management and Control Framework and Model for Health Decision Support
    Dai, Tao
    Hu, Hongpu
    Wan, Yanli
    Chen, Quan
    Wang, Yan
    [J]. 2015 12TH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (FSKD), 2015, : 1792 - 1796
  • [8] A Conceptual Framework for Contraceptive Decisions Based on Decision Support
    Harwood, Bryna
    Peacock, Nadine
    Schwartz, Alan
    Geller, Stacie
    [J]. JOURNAL OF WOMENS HEALTH, 2008, 17 (08) : 1233 - 1234
  • [9] CONCEPTUAL FRAMEWORK FOR DISTRIBUTED DECISION SUPPORT SYSTEMS.
    Shen, Sheldon
    [J]. International Journal on Policy and Information, 1986, 10 (02): : 1 - 8
  • [10] Decision Support Conceptual Framework for Zoonosis Emerging System
    Permanasari, Adhistya Erna
    Rambli, Dayang Rohaya Awang
    Dominic, P. Dhanapal Durai
    [J]. 2010 SECOND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATIONS: ICCEA 2010, PROCEEDINGS, VOL 2, 2010, : 469 - 473