Generally speaking, it’s best to always prioritise data quality. To some degree, telemarketing and email marketing campaigns do require large volume since small quantities of data are often not an accurate representation of the dataset. In these cases, volume is important. However, without making certain obsolete, inaccurate or duplicated data is routinely removed from your dataset, a marketing campaign will always struggle to make a healthy return-on-your-investment.