• DocumentCode
    1967275
  • Title

    An experimental study of the effects of contextual data quality and task complexity on decision performance

  • Author

    Jung, Wonjin ; Olfman, Lorne ; Ryan, Terry ; Park, Yong-Tae

  • Author_Institution
    Claremont Graduate Univ., CA, USA
  • fYear
    2005
  • fDate
    15-17 Aug. 2005
  • Firstpage
    149
  • Lastpage
    154
  • Abstract
    The effects of information quality and the importance of information have been reported in the information systems (IS) literature. However, little has been learned about the impact of data quality (DQ) on decision performance. This study explores the effects of contextual DQ and task complexity on decision performance. To examine the effects of contextual DQ and task complexity, a laboratory experiment was conducted. Based on two levels of contextual DQ and two levels of task complexity, this study had a 2×2 factorial design. The dependent variables were problem-solving accuracy and time. The results demonstrated that the effects of contextual DQ on decision performance were significant. The findings suggest that decision makers can expect to improve their decision performance by enhancing contextual DQ. This research extends a body of research examining the effects of factors that can be tied to human decision-making performance.
  • Keywords
    decision making; decision support systems; information systems; contextual data quality; decision-making performance; factorial design; information quality; information system; laboratory experiment; problem solving; task complexity; Decision making; Humans; Information management; Information retrieval; Information systems; Knowledge management; Laboratories; Management information systems; Problem-solving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Reuse and Integration, Conf, 2005. IRI -2005 IEEE International Conference on.
  • Print_ISBN
    0-7803-9093-8
  • Type

    conf

  • DOI
    10.1109/IRI-05.2005.1506465
  • Filename
    1506465