Recent analysis of the PI data submitted by AAs to the ODPM in their SPLS data extracts has highlighted a significant range of issues relating to the quality of the data provided. This is clearly of great concern to ODPM, so this document offers a range of data quality checks for AAs to perform at various stages of the cycle of data collection & submission, to ensure that the quality of the PI data improves.