It is well accepted among marketers that accurate data is essential to improving marketing efforts. While many businesses create their own list of contacts, some others may seek this from specialised lead gen service providers. Whether in-home or outsourced, the success of data driven decision making relies heavily on the quality of data. In this blogpost we look at the factors impacting data quality and how to ensure the integrity of the data.