Data oriented decisions requires quality of data to be up the mark. Bad quality data might lead you wrong decisions as it might show wrong numbers. So every organization need to ensure that data being pushed in Business Intelligence system should be quality assessed. Data quality is also an integral part of data integration. Following book should help you understand the fundamentals of data quality.
Some more advanced books on data quality