Business intelligence vendor Qlik has another data management survey. They found data quality and correctness are the biggest obstacles to using it well. But I was more intrigued that 45% of companies had a new internal data source and 40% had a new external source in the past 12-18 months. And they show that better data management correlates with higher revenue, efficiency, and profits. Oxford comma forever!