What are preliminary data and how are they different from validated results?

Preliminary data are the initial results received from samples sent to the laboratory. The general findings from this data may be used before validation if there is an immediate health or environmental threat. Data validation is the formal process by which experienced chemists assess the quality of the preliminary data. Data validators check to see that the data report results have been correctly identified and calculated. This is important in ensuring the data is accurate.