There could be many reasons for this, and it is a problem for contact centers as it lowers revenue, is abortive time for agents and frustrates customers. Very often it is due to a fault, an overly complex checkout procedure or the customer simply gets tired of waiting in a queue.
It is often a key target for contact centers to reduce call drop-outs and chat can help reduce this.
Read more about web chat