| Learn what Data Quality Software is and why | | | | this is identified then one may perform the |
| your business is losing money without it. | | | | standardization of information this can be achieved |
| The quality of your information refers to the | | | | assimilating or aggregating similar figures, then it |
| degree of excellence displayed by your records in | | | | requires constant scrutiny and supervision to |
| relation to the depiction of the real fact. The basic | | | | facilitate identification of any discrepancy, change |
| requirements that make information appropriate | | | | or anomaly and then to simultaneously correct it |
| for a particular use are completeness, validity, | | | | to maintain the quality- this is a continuous |
| consistency, relevance and accuracy. A data is of | | | | process. |
| superior quality only if it is accurate and performs | | | | To ensure that the above mentioned steps for |
| the task for which it has been compiled. The | | | | quality control of data are executed, a review |
| process of verifying the reliability and | | | | organization is maintained or set up. Its chief |
| effectiveness of this is called Data Quality | | | | functions are to assign responsibility, ownership |
| Assurance (DQA). This is maintained by regularly | | | | and accountability. It is the responsibility of every |
| reformatting and refurbishing it, which involves | | | | individual in the organization to maintain the quality |
| updating and standardizing the information. Good | | | | of the information, but it's the task of senior |
| info. is vital for the efficiency of any enterprise. | | | | managers to make it happen. The organization |
| Maintaining quality statistics results in cost | | | | comprises of DQC, owners and data stewards. |
| reduction, customer satisfaction, and in return | | | | To guarantee that quality is maintained various |
| more business and profit to a particular | | | | Campaigns are being launched, which provides |
| organization. | | | | effective ways to maintain quality data systems |
| To assess a the for its aptness or in other words | | | | and also minimizes the chances of duplication and |
| a fact can be deemed to be of high quality if it | | | | facilitates greater synchronization amongst |
| fits the following 5 criterion namely: it asserts its | | | | enterprises dealing mainly with data quality |
| reliability for the purpose it has been recorded, it | | | | improvement, thereby promoting a well organized |
| should be relevant, must be precise and | | | | system of transfer and exchange of quality |
| consistent and last but not the least it should | | | | records. |
| assist in performing the required function. | | | | Quality data is one which represents the part of |
| Often figures are considered to be of poor quality | | | | the real world accurately in which it has been |
| not only if it is incorrect but also when it is | | | | developed and is an asset to any organization. If |
| inconsistent. However to ensure that quality is | | | | you are sending out correspondence to your |
| maintained some very simple steps need to be | | | | customers and clients using incorrect information |
| taken. The very first step is to evaluate what are | | | | you are wasting money and losing business. |
| factors that deem it a poor quality stats, once | | | | |