Develop software to automate data validation
Data validation software may be used to automate review of reported data and to produce output reports listing potential data quality issues. Software can range from basic (e.g. checking for large changes in reporting) to more sophisticated (e.g. reviewing patterns in reporting by sector and chemical and identifying potential data quality issues where records deviate from those patterns).
For a cost-effective management scheme, you may wish to implement the next element (Data Dissemination and Access) or choose another element from the Management scheme elements list.
Relevant tools
Below is a list of tools relevant for implementing this topic :