What are the 5 characteristics of data processing?

02 January 2023 By papmall®

05 characteristics of data processing includes accuracy, completeness, reliability, relevance, and timeliness.

  • Accuracy

Because erroneous information can cause considerable difficulties with serious repercussions, accuracy is a critical data quality attribute. We'll apply the previous example: if a customer's bank account has an issue, it could be because someone accessed it without his knowledge.

  • Completeness

The term "completeness" refers to how complete the information is. Consider if all of the data you require is available when evaluating data completeness; for example, you may require a customer's first and last name, but the middle initial may be optional.

  • Reliability

In the context of data quality, reliability means that one piece of information does not contradict another piece of information from a different source or system. We'll use healthcare as an example: if a patient's birthday is January 1, 1970 in one system but June 13, 1973 in another, the information is untrustworthy.

  • Relevance

Relevance comes into play when looking at data quality qualities because there has to be a purpose why you're gathering this information in the first place. You must assess if you truly require this knowledge or if you are gathering it for the purpose of gathering it.

  • Timeliness

As the term implies, timeliness refers to how current information is. If it was acquired during the last hour, it is current - until new information has arrived that renders previous information obsolete.

The timeliness of information is an important data quality attribute since out-of-date information can lead to individuals making bad decisions. As a result, firms lose time, money, and reputation.

On papmall®, you may find reputable data processing services. This e-commerce network brings together hundreds of freelancers from diverse areas such as business, marketing, information technology, and media. papmall® is on its approach to establishing a high-quality freelancers community where all business solutions can be found. This platform is well-known in the United States, Canada, Singapore, and Hong Kong.

Do you have any other question? Do you have any other question?

Do you have any other
question?

Contact Us Here

Loading...