Integrated patient-to-room and nurse-to-patient assignment in hospital wards

TL;DR

This paper introduces the first optimization models and algorithms for jointly assigning patients to rooms and nurses to patients in hospitals, aiming to improve efficiency and satisfaction.

Contribution

It presents a novel integrated optimization model and an efficient heuristic for the complex, NP-hard combined assignment problem in hospital wards.

Findings

The heuristic performs well on artificial and real-world instances.

The integrated model considers both traditional and new objectives.

The instance generator is publicly available for further research.

Abstract

Assigning patients to rooms and nurses to patients are critical tasks within hospitals that directly affect patient and staff satisfaction, quality of care, and hospital efficiency. Both patient-to-room assignments and nurse-to-patient assignments are typically agreed upon at the ward level, and they interact in several ways such as jointly determining the walking distances nurses must cover between different patient rooms. This motivates to consider both problems jointly in an integrated fashion. This paper presents the first optimization models and algorithms for the integrated patient-to-room and nurse-to-patient assignment problem. We provide a mixed integer programming formulation of the integrated problem that considers the typical objectives from the single problems as well as additional objectives that can only be properly evaluated when integrating both problems. Moreover, motivated by the inherent complexity that results from integrating these two NP-hard and already computationally challenging problems, we devise an efficient heuristic for the integrated patient-to-room and nurse-to-patient assignment problem. To evaluate the running time and quality of the solution obtained with the heuristic, we conduct extensive computational experiments on both artificial and real-world instances. The artificial instances are generated by a parameterized instance generator for the integrated problem that is made freely available.