The ongoing shortage in patient care personnel continues to pose major obstacles for hospitals. Addressing these challenges demands a integrated strategy. Vital elements include enhancing workplace engagement, delivering competitive compensation, and investigating novel personnel models such as travel workers and leveraging automation to streamline