Nurse Scheduling Optimation with Various Assignment Pattern at ABC Hospital Using Goal Programming Method

Sigit Ananda Murwato, Abdullah Shahab

Abstract


In fulfilling health services in hospitals, the availability of human resources (HR) which includes doctors, nurses, midwives, and so on, plays a very important role. In terms of amount and dominant existence in the hospital in providing health services to patients is a nurse. The role of hospital management in maintaining the availability of nurses is to plan a good schedule. Without a good resource scheduling plan, the services will not be optimal and the costs will hard to control. This research aims to optimize the nurse scheduling. Existing schedule did not pay attention to specific time that have different load to another. Management feels that a lot of idle time is experienced by some nurses. Therefore, from the data that occurred in the past there will be observations that every 4 hours will occur how many services performed and how many nurses needed. Furthermore, by using Goal Programming method, several priority objectives are made, such as how to minimize the deviation of nurses needed in one shift or slot. Then how to minimize the excess target number of nurses who work in one week. And then minimize the excess number of nurses who work on the night shift. The suggested mathematical model has been implemented using Lingo Software. Work patterns have been suggested to improve schedules quality based on different load of services that occur in specific time. The suggested approach can be used for any similar staff scheduling problem in the next research.

Keywords


Lingo Software; Priority Objectives; Staff Scheduling; Work Patterns

Full Text:

PDF

References


Azaiez M.N., Al Sharif S.S. (2005), “A 0-1 goal programming model for nurse scheduling”, Computers and Operations Research, Vol.32, No. 3, pp. 491-507.

Bae S.H., Fabry D. (2014), “Assessing The Relationships Between Nurse Work Hours/Overtime and Nurse and Patient Outcomes: Systematic Literature Review”, Nursing Outlook, Vol. 62, No. 2, pp. 138-156.

Baker, Kenneth R., (1974), Introduction to Sequencing and Scheduling, John Wiley and Sons, New York.

Fayol, Henry, (1985), Industri dan Manajemen Umum, Sir Issac Pitman and Son, London.

Gass, S. I., (2003), Linear Programming, Method and Application, Dover Publication, New York.

Gillies, (1994), Nursing Management, Third Edition, W.B. Saunders C, Philadelphia.

Glynn J.G. (2005), “A Goal Programming Approach To Human Resource Planning With A Concentration On Promotion Policy”, Journal of Business & Economic Research, Vol. 3, No. 3, pp. 71-80.

Guler M.G. (2013), “A Hierarchical Goal Programming Model For Scheduling The Outpatient Clinics”, Expert Systems with Applications, Vol. 40, No. 12, pp. 4906-4914.

Gupta S., Sinha S. (2020), “Academic Staff planning, allocation and optimization using Genetic Algorithm under the framework of Fuzzy Goal Programming”, Procedia Computer Science, Vol. 172, pp. 900-905.

Harding, H.A., (1984), Manajemen Operasi, 2nd Edition, Balai Aksara, Jakarta.

Hillier, F. S., & Lieberman, G. J., (2010), Introduction to Operation Research, McGraw-Hill, New York.

Jensen, Bard, (2003), Operations Research Models and Methods, Volume 1, Wiley.

Louly M. (2013), “A Goal Programming Model for Staff Scheduling

at a Telecommunications Center”, Springer Science, Vol. 12, pp. 167-178.

Mulyono, S., (2007), Riset Operasi Edisi Revisi 2007, Lembaga Penerbit Fakultas Ekonomi Universitas Indonesia, Jakarta.

Pang Q.H., Wu X.Y. (2014), “Optimization Scheduling Model of Double Line Shiplock Based on Nonlinear Goal Programming”, Journal of Applied Research and Technology, Vol. 12, No. 2, pp. 192-200.

Prasad A.V.S., Reddy R. (2017), “A Goal Programming Model for Financial Management Of A Healthcare System”, Jurnal Bisnis dan Manajemen, Vol. 8, No. 6, pp. 25-29.

Sadjadi S.J., Soltani R. (2011), “A New Nonlinear Stochastic Staff Scheduling Model”, Scientia Iranica, Vol. 18, No. 3, pp. 699-710.

Siregar P., Gamal M., Saleh H. (2015), “Optimisasi Penjadwalan Perawat Dengan Goal Programming: Sebuah Studi Kasus Di Rumah Sakit Umum Padangsidimpuan”, Prosiding Seminar dan Rapat Tahunan (SEMIRATA), Universitas Tanjungpura, Pontianak, pp. 385-398.

Taha, H. A., (2007), Operations Research: An Introduction, Eighth Edition, Prentice Hall.

Taylor, Bernard W., (2006), Introduction to Management Science, Ninth Edition, Prentice Hall.

Widyaningsih M. (2018), “Optimasi Penjadwalan Jumlah Perawat Dengan Menggunakan Linear Programming”, Jurnal Bisnis dan Manajemen, Vol. 18, No. 2, pp. 39-56.




DOI: http://dx.doi.org/10.12962/j23546026.y2020i3.11228

Refbacks

  • There are currently no refbacks.


View my Stat: Click Here

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.