ADOPTING AHP IN EVALUATING NURSE SCHEDULING METHODS

Abstract

When comparing and evaluating two or more scheduling methods the need to use a multiple criteria decisionmaking
technique arises. Instead of just employing a qualitative approach of evaluating the methods, one can integrate the
qualitative and the quantitative data in the evaluation process through the use of the analytic hierarchy process (AHP).
Hence, this paper reports the evaluation of two nurse scheduling methods where the AHP technique is employed to support
the selection process of these methods. Five decision criteria are used in the process. The main objective of the scheduling
methods (models) is to assign work shifts and off days of the nurses in a particular hospital unit such that, it fulfils certain
specified constraints while ensuring continuous high-quality patient care services. The first method is a heuristic procedure
that is currently in practice. The other one is a prototype in which a memetic algorithm is adopted in the approach. The
application of AHP has been found to provide a better transparency of the capability and efficiency of the scheduling
methods. Consequently, the memetic algorithm approach stands out to be the better one based on the evaluation scheme.