Nurse Scheduling Problem in Pandemic Situation: An Application in Ankara City Hospital

Year 2024, , 1417 - 1434, 01.09.2024

Tamer Eren , Rabia Akgönül

https://doi.org/10.35378/gujs.1208228

Abstract

With the Covid-19 epidemic, which first appeared in China in December 2019 and affected the world in a short time, the importance of health is increasing day by day. The increasing importance of health in combating he epidemic causes an increase in the need for hospitals and health personnel. The health personnel that have the main role in this struggle are nurses. When nurses are mentally and physically healthy, they are better equipped to serve and care for patients. In this study, a goal programming model has been developed in order to make November 2020 shift schedule of 50 nurses working in 4 clinics in Ankara City Hospital's General Hospital building. While developing the model; hospital rules, laws, Covid-19 measures were taken into consideration. In addition, extra precautions have been taken for the special conditions of nurses and for nurses who are in the high risk group for the transmission of the virus. The optimal result has been achieved by writing the developed model into the ILOG CPLEX Studio IDE program.

Keywords

Nurse Scheduling, Goal Programming, Health, Covid-19

References

• [1] Gür, Ş., Eren, T., “Scheduling and Planning in Service Systems with Goal Programming: Literature Review”, Mathematics, 6(11): 6-16, (2018).
• [2] Çevirme, A., Kurt, A., “Covid-19 Pandemisi ve Hemşirelik Mesleğine Yansımaları”, Avrasya Sosyal ve Ekonomi Araştırmaları Dergisi, 7(5): 46-52, (2020).
• [3] Aktürk, M. S., Varlı, E., Eren, T., “Tam Gün Vardiyalı ve Özel İzin İstekli Hemşire Çizelgeleme Probleminin Hedef Programlama ile Çözümü”, Kırıkkale Üniversitesi Sosyal Bilimler Dergisi, 7(2): 1-16, (2017).
• [4] Aktürk, M. S., Şahiner, M., Eren, T., Bedir, N., Ünlüsoy, S., “Hemşire Çizelgeleme İçin Bir Model Önerisi: Örnek Uygulama”, Trakya Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 6(2): 62-77, (2017).
• [5] Miller, H. E., Pierskalla, W. P., Rath, G. J., “Nurse Scheduling Using Mathematical Programming”, Operations Research, 24(5): 857-870, (1976).
• [6] Güngör, I. “Hemşire Görevlendirme ve Çizelgeleme Sorununa Bir Model Önerisi”, Süleyman Demirel Üniversitesi İktisadi ve İdari Bilimler Fakültesi, 7(2): 77-94, (2002).
• [7] Gutjahr, W. J., Rauner, M. S., “An Aco Algorithm for A Dynamic Regional Nurse Scheduling Problem in Austria”, Computers & Operations Research, 34(3): 642-666, (2007).
• [8] Karaatlı, M., Güngör, I., “Hemşire Çizelgeleme Sorununa Bir Çözüm Önerisi ve Bir Uygulama”, Alanya İşletme Fakültesi Dergisi, 2(1): 22-52, (2010).
• [9] Bağ, N., Özdemir, N. M., Eren, T., “0-1 Hedef Programlama ve ANP Yöntemi İle Hemşire Çizelgeleme Problemi Çözümü”, International Journal of Engineering Research And Development, 4(1): 2-6, (2012).
• [10] Öztürkoğlu, Y., Çalışkan, F., “Hemsire Cizelgelemesinde Esnek Vardiya Planlaması Ve Hastane Uygulaması”, Dokuz Eylül Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 16(1): 115-133, (2014).
• 11] Agyei, W., Denteh, W. O., Andaam, E. A., “Modeling Nurse Scheduling Problem Using 0-1 Goal Programming: A Case Study of Tafo Government Hospital”, Kumasi Ghana, Internatıonal Journal of Scıentıfıc & Technology Research, 3: 5-10, (2015).
• [12] Sulak, H., Bayhan, M., “A Model Suggestion and An Application for Nurse Scheduling Problem”, Journal of Research in Business Economics and Management, 5(5): 755-760, (2016).
• [13] Ang, B. Y., Lam, S. S. W., Pasupathy, Y., Ong, M. E. H., “Nurse Workforce Scheduling in the Emergency Department: A Sequential Decision Support System Considering Multiple Objectives”, Journal of Nurse Management, 26(4): 432-441, (2017).
• [14] Karayel, S. D., Atmaca, E., “Özel Bir Hastane İçin Hemşire Çizelgeleme Problemi”, Cukurova Universitesi İİBF Dergisi, 21(2): 111-132, (2017).
• [15] Varlı, E., Eren, T., “Hemşire Çizelgeleme Problemi ve Bir Hastanede Uygulama”, Academic Platform Journal of Engineering and Science, 5(1): 34-40, (2017).
• [16] Adoly, A. A., Geith, M., Fors, M. N., “A New Formulation And Solution For The Nurse Scheduling Problem: A Case Study in Egypt”, Alexandria Engineering Journal, 57: 2289–2298, (2018).
• [17] Zanda, S., Zuddas, P., Seatzu, C. “Long Term Nurse Scheduling Via A Decision Support System Based On Linear Integer Programming: A Case Study at The University Hospital in Cagliari”, Computers and Industrial Engineering, 126: 337-347, (2018).
• [18] Karpuz, E., Batun, S., “Nurse Scheduling And Rescheduling Under Uncertainty”, Hacettepe University Journal of Economics and Administrative Sciences, 37(2): 75-95, (2019).
• [19] Taş, S., Çevik, K. K., “Genetik Algoritma Kullanılarak Hemşire Çizelgeleme Problemi Çözümü”, 5th International Scientific Research E-Congress, İstanbul/Türkiye, (2020).
• [20] Cürebal, A., Koçtepe, S., Eren, T., “Organizasyon Firması için Covid-19 Pandemi Döneminde Aylık Personel Atama ve Çizelgeleme Probleminin Çözümü: Bir Uygulama”, Journal of Turkish Operations Management, 4(2): 479-493, (2021).
• [21] Amindoust, A., Asadpour, M., Shirmohammadi, S., “A Hybrid Genetic Algorithm for Nurse Scheduling Problem considering the Fatigue Factor”, Journal of Healthcare Engineering, 1-11, (2021).
• [22] Güler, M. G., Geçici, E., “A Decision Support System for Scheduling the Shifts of Physicians During Covid-19 Pandemic”, Computers & Industrial Engineering, 150, (2020).
• [23] Ariyani, M. P., Rosyidi, C. N., Aisyati, A., “An Optimization Model of Nurse Scheduling Using Goal Programming Method: A Case Study”, IOP Conference Series: Materials Science and Engineering, (2021).
• [24] Küçük, A., Deveci Kocakoç, I., “Hemşire Çizelgeleme Problemlerinin Genetik Algoritmalarla Optimizasyonu ve Bir Uygulama”, Manisa Celal Bayar Üniversitesi Sosyal Bilimler Dergisi,19:203-210,(2021).
• [25] Ignizio, J., “Introduction to Goal Programming”, Sage Publications Inc, Beverley Hills, California, Usa, (1985).
• [26] Ediz, A., Yağdıran, Y., “Hedef Progralama Tekniği ile Menü Planlaması”, Gazi Universitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 11(1): 45-74, (2009).
• [27] ILOG CPLEX 12.6.2.0 package program Download, (18 December 2020), https://www.ibm.com/products/ilog-cplex-optimization-studio.