The datasets consist of 5-D appreciative inquiry model information where nursing students firstly defined clinical supervision and work-integrated learning; followed by discussing the best experience they had during work-integrated learning; Envisaging proper clinical supervision; discussed strategies that could be taken to improve clinical supervision on design phase and implementing the best possible strategies in destiny phase.