An integrated bi-objective data envelopment analysis model for measuring returns to scale

•Undesirable factors and mixed integer-valued DEA are integrated together.•A new integrated bi-objective DEA model is proposed.•The RTS of efficient and inefficient DMUs is measured.•The applicability of the proposed model is examined using an empirical application.•The validity of the proposed model is tested.