Designing and implementing a value added tax (VAT) in developing countries has been seen as one of the most vital tax policy reforms in the recent decades. The authors look at the issues surrounding the progressivity of VAT being higher for the lower-income groups and provide some policy recommendations that could help design a better VAT system in Bangladesh.