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
Link To Document