Does Data Quality Remediation Work?Businesses, small, medium and large handle thousands of transaction every day. Sometimes this data is so sensitive that managers used it to plan the next day's production of widgets. Business also use data to forecast market trends, find the best customer base for a certain product as well as launch new products. If managers base their decisions on faulty or wrong data, however, they risk leading their companies in the wrong direction. So they need a process that will proof all data going into their databases. Whether your data is wrong either because of faulty data entry, duplicate files or computer glitches, there are ways you can fix these problems. There are various data quality remediation programs that can seek out and fix errors in your database. By fixing these errors, you can use your data in a more efficient, more useful manner. Reliable data yields reliable results which is good news for your business. You may wonder exactly how you could use data quality tools to help you use your data in a more efficient way. Here's an example. Suppose your company decides to monitor customer interest in a new product by having customers register online for a coupon for the particular product. There is no limit on the number of coupons you can register for, so you know in advance that some customers will only register for one coupon while some may register several times for multiple coupons. Since customer data is sent to a database each time someone registers for a coupon regardless of whether they have already registered, there is some duplicate information stored in this database. Now, if you try to assume or forecast customer trends from the collected data as it is, it makes sense that your results will be skewed. For instance, those in lower income brackets may apply for multiple coupons making it seem as though the particular product you are trying to market is better liked by those who are not financially well off. However, if you delete all the double information stored in the database, you may find this is not the case at all. Data quality software including remediation, will clean up these files by deleting duplicate information and leaving you with only the data that will give you the accurate results you need to guide your business. If you want to be able to use the data on your computer to forecast trends in your business or even calculate how well a new product might do, you need good quality data with no duplications. The method by which you carry out this process is called data quality remediation. Without it you risk the chance of letting faulty, skewed data lead you and your business in the wrong direction. |