Communications of the ACM - Next-generation cyber forensics
Supporting data quality management in decision-making
Decision Support Systems
Utility-driven assessment of data quality
ACM SIGMIS Database
Does data warehouse end-user metadata add value?
Communications of the ACM
Determinants of the Use of Relational and Nonrelational Information Sources
Journal of Management Information Systems
Overview and Framework for Data and Information Quality Research
Journal of Data and Information Quality (JDIQ)
Impact of the Union and Difference Operations on the Quality of Information Products
Information Systems Research
Data Quality Tags and Decision-making: Improving the Design and Validity of Experimental Studies
Proceedings of the 2008 conference on Collaborative Decision Making: Perspectives and Challenges
Data quality assessment in context: A cognitive perspective
Decision Support Systems
Dual Assessment of Data Quality in Customer Databases
Journal of Data and Information Quality (JDIQ)
Using Data Mining Techniques to Discover Bias Patterns in Missing Data
Journal of Data and Information Quality (JDIQ)
Judging the Credibility of Information Gathered from Face-to-Face Interactions
Journal of Data and Information Quality (JDIQ)
Evaluating a model for cost-effective data quality management in a real-world CRM setting
Decision Support Systems
Assessing data currency - a probabilistic approach
Journal of Information Science
DESRIST'11 Proceedings of the 6th international conference on Service-oriented perspectives in design science research
Journal of Data and Information Quality (JDIQ)
Evaluating the Quality and Usefulness of Data Breach Information Systems
International Journal of Information Security and Privacy
Towards a 3-dimensional model of individual cognitive differences: position paper
Proceedings of the 2012 BELIV Workshop: Beyond Time and Errors - Novel Evaluation Methods for Visualization
A multidimensional analysis of data quality for credit risk management: New insights and challenges
Information and Management
Information Resources Management Journal
Accuracy of aggregate data in distributed project settings: Model, analysis and implications
Journal of Data and Information Quality (JDIQ)
Hi-index | 0.02 |
Data Quality Information (DQI) is metadata that can be included with data to provide the user with information regarding the quality of that data. As users are increasingly removed from any personal experience with data, knowledge that would be beneficial in judging the appropriateness of the data for the decision to be made has been lost. Data tags could provide this missing information. However, it would be expensive in general to generate and maintain such information. Doing so would be worthwhile only if DQI is used and affects the decision made.This work focuses on how the experience of the decision maker and the available processing time influence the use of DQI in decision making. It also explores other potential issues regarding use of DQI, such as task complexity and demographic characteristics. Our results indicate increasing use of DQI when experience levels progress through the stages from novice to professional. The overall conclusion is that DQI should be made available to managers without domain-specific experience. From this it would follow that DQI should be incorporated into data warehouses used on an ad hoc basis by managers.