• DocumentCode
    2792210
  • Title

    DQ Metadata for Decision Making: Pitfalls and Possibilities

  • Author

    Shankaranarayanan, G. ; Bin Zhu ; Cai, Yu

  • Author_Institution
    TOIM Div., Babson Coll., Babson Park, MA, USA
  • fYear
    2009
  • fDate
    21-23 Nov. 2009
  • Firstpage
    198
  • Lastpage
    203
  • Abstract
    In this study we examine the impact of providing data quality (DQ) metadata together with its associated data, on decision outcomes. Literature has shown that, when DQ metadata is provided to decision-makers along with the data, it is used, and when used, it can affect decision outcomes. Two key issues have not received sufficient attention: (a) does DQ metadata improve decision outcomes? (b) What characteristics of the decision-task and decision-maker support the effective absorption of DQ metadata? Our objective in this paper is to present our theoretical model and the preliminary results from our research that attempts to answer the questions above. We believe this study has important implications for the decision-environments that use DQ metadata.
  • Keywords
    decision making; meta data; DQ metadata; data quality; decision making; Absorption; Context; Costs; Data visualization; Decision making; Educational institutions; Information resources; Information systems; Investments; Laboratories; Data Quality Metadata; Decision Performance.; Decision Support; Structured Decision Tasks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cooperation and Promotion of Information Resources in Science and Technology, 2009. COINFO '09. Fourth International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-0-7695-3898-3
  • Type

    conf

  • DOI
    10.1109/COINFO.2009.59
  • Filename
    5361861