Satisficing data envelopment analysis: An application to SERVQUAL efficiency

•We propose the satisficing DEA model to measure service quality efficiency.•The noise in the data has been addressed through stochastic simulation.•The model is applied to 13 major banks operating in Malaysia.•Probabilities of banks being efficient are shown at different aspiration levels.•Potential improvements of service quality are shown under probabilistic approach.