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 :
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