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
Link To Document