Communications of the ACM
The impact of poor data quality on the typical enterprise
Communications of the ACM
Improving data warehouse and business information quality: methods for reducing costs and increasing profits
Communications of the ACM - Supporting community and building social capital
Data Quality for the Information Age
Data Quality for the Information Age
A Framework for Analysis of Data Quality Research
IEEE Transactions on Knowledge and Data Engineering
AIMQ: a methodology for information quality assessment
Information and Management
Managing Information Quality
Applied Adaptive Statistical Methods: Tests of Significance and Confidence Intervals (Asa-Siam Series on Statistics and Applied Probability)
Data quality assessment from the user's perspective
Proceedings of the 2004 international workshop on Information quality in information systems
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Beyond accuracy: what data quality means to data consumers
Journal of Management Information Systems
Utility-driven assessment of data quality
ACM SIGMIS Database
Design science in information systems research
MIS Quarterly
Evaluating a model for cost-effective data quality management in a real-world CRM setting
Decision Support Systems
The Effects and Interactions of Data Quality and Problem Complexity on Classification
Journal of Data and Information Quality (JDIQ)
Assessing data currency - a probabilistic approach
Journal of Information Science
Data quality: Setting organizational policies
Decision Support Systems
Assessment of data quality in accounting data with association rules
Expert Systems with Applications: An International Journal
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Due to the importance of using up-to-date data in information systems, this article analyzes how the data-quality dimension currency can be quantified. Based on several requirements (e.g., normalization and interpretability) and a literature review, we design a procedure to develop probability-based metrics for currency which can be adjusted to the specific characteristics of data attribute values. We evaluate the presented procedure with regard to the requirements and illustrate the applicability as well as its practical benefit. In cooperation with a major German mobile services provider, the procedure was applied in the field of campaign management in order to improve both success rates and profits.