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Developing a strategic sustainable facility plan for a hospital layout using ELECTRE and Apples procedure

    Vimal K.E.K Affiliation
    ; Jayakrishna Kandasamy Affiliation
    ; Simon Peter Nadeem Affiliation
    ; Anil Kumar Affiliation
    ; Jonas Šaparauskas Affiliation
    ; Jose Arturo Garza-Reyes Affiliation
    ; Eva Trinkūnienė Affiliation

Abstract

Today healthcare globally is growing at a rapid pace and despite the huge technological advancement, healthcare still faces primitive challenges and hence results in the poor service and facility to the needy. Layout planning acts as one major reason which requires improvements for the effective and efficient working of the healthcare facilities. This research aims at optimizing several quantitative criteria related to economic, technology and society which are taken into consideration for the decision-making during the evaluation, analysing and selection of the best layout for an existing healthcare facility. Critical areas for the improvement were found out using statistical analysis based on a survey questionnaire and Apple’s layout procedure is utilised to design the different possible layouts for an efficient facility. The seven criteria namely inter-departmental satisfactory level, the average distance travelled and the average time required for staff flow, the average distance travelled and the average time required for patient flow, the average distance travelled and the average time required for material flow were taken into consideration. The ELECTRE methodology was used as multi-criteria decision making based on decided seven criteria for comparing the different layout by methodical and orderly thinking.


First published online 23 November 2020

Keyword : healthcare facility, layout planning, statistical analysis, Apple’s layout procedure, ELECTRE, outranking

How to Cite
K.E.K, V., Kandasamy, J., Nadeem, S. P., Kumar, A., Šaparauskas, J., Garza-Reyes, J. A., & Trinkūnienė, E. (2021). Developing a strategic sustainable facility plan for a hospital layout using ELECTRE and Apples procedure. International Journal of Strategic Property Management, 25(1), 17-33. https://doi.org/10.3846/ijspm.2020.13733
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Jan 13, 2021
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This work is licensed under a Creative Commons Attribution 4.0 International License.

References

Agrebi, M., Abed, M., & Omri, M. N. (2017). ELECTRE I based relevance decision-makers feedback to the location selection of distribution centers. Journal of Advanced Transportation, 1, 1–10. https://doi.org/10.1155/2017/7131094

Ahmadi, A., Pishvaee, M. S., & Jokar, M. R. A. (2017). A survey on multi-floor facility layout problems. Computers & Industrial Engineering, 107, 158–170.
https://doi.org/10.1016/j.cie.2017.03.015

Aiello, G., & Galante, M. E. G. (2006). A multi-objective approach to facility layout problem by genetic search algorithm and Electre method. Robotics and Computer-Integrated Manufacturing, 22(5−6), 447–455.
https://doi.org/10.1016/j.rcim.2005.11.002

Amankwah, O., Choong, W.-W., & Mohammed, A. H. (2019). Modelling the influence of healthcare facilities management service quality on patients satisfaction. Journal of Facilities Management, 17(3), 267–283.
https://doi.org/10.1108/JFM-08-2018-0053

Amine, D., Pierreval, H., & Hajri-Gabouj, S. (2007). Facility layout problems: a survey. Annual Reviews in Control, 31, 255– 267. https://doi.org/10.1016/j.arcontrol.2007.04.001

Beccali, M., Cellura, M., & Mistretta, M. (2003). Decision-making in energy planning. Application of the Electre method at regional level for the diffusion of renewable energy technology. Renewable Energy, 28(13), 2063–2087. https://doi.org/10.1016/S0960-1481(03)00102-2

Benitez, G. B., Da Silveira, G. J., & Fogliatto, F. S. (2019). Layout planning in healthcare facilities: a systematic review. HERD: Health Environments Research & Design Journal, 12(3), 31–44. https://doi.org/10.1177/1937586719855336

Bozer, Y. A., Meller, R. D., & Erlebacher, S. J. (1994). An improvement-type layout algorithm for single and multiplefloor facilities. Management Science, 40(7), 918–932. https://doi.org/10.1287/mnsc.40.7.918

Che-Ani, A. I., & Ali, R. (2019). Facility management demand theory. Journal of Facilities Management, 17(4), 344–355. https://doi.org/10.1108/JFM-09-2018-0057

Chen, C. W., & Sha, D. Y. (2001). A literature review and analysis to the facility layout problem. Journal of the Chinese Institute of Industrial Engineers, 18(1), 55–73. https://doi.org/10.1080/10170660109509447

de Almeida, A. T. (2007). Multicriteria decision model for outsourcing contracts selection based on utility function and ELECTRE method. Computers & Operations Research, 34(12), 3569–3574. https://doi.org/10.1016/j.cor.2006.01.003

Doulabi, R. Z., & Asnaashari, E. (2016). Identifying success factors of healthcare facility construction projects in Iran. Procedia Engineering, 164, 409–415.
https://doi.org/10.1016/j.proeng.2016.11.638

Dwijayanti, K., Dawal, S. Z. M., & Aoyama, H. (2010). A proposed study on facility planning and design in manufacturing process. In International MultiConference of Engineers and Computer Scientists 2010, IMECS 2010 (pp. 1640–1645). Kowloon, Hong Kong.

Fei, L., Xia, J., Feng, Y., & Liu, L. (2019). An ELECTRE-based multiple criteria decision making method for supplier selection using Dempster-Shafer theory. IEEE Access, 7, 84701– 84716. https://doi.org/10.1109/ACCESS.2019.2924945

Girubha, J., Vinodh, S., & Kek, V. (2016). Application of interpretative structural modelling integrated multi criteria decision making methods for sustainable supplier selection. Journal of Modelling in Management, 11(2), 358–388. https://doi.org/10.1108/JM2-02-2014-0012

Gonzalez, M. E. (2019). Improving customer satisfaction of a healthcare facility: reading the customers’ needs. Benchmarking: An International Journal, 26(3), 854–870.
https://doi.org/10.1108/BIJ-01-2017-0007

Helber, S., Böhme, D., Oucherif, F., Lagershausen, S., & Kasper, S. (2016). A hierarchical facility layout planning approach for large and complex hospitals. Flexible Services and Manufacturing Journal, 28(1−2), 5–29. https://doi.org/10.1007/s10696-015-9214-6

Heragu, S. S. (2016). Facilities design (4th ed.). CRC Press.

Holden, R. J. (2009). People or systems? To blame is human. The fix is to engineer. Professional Safety, 54(12), 34.

IBEF Report. (2020). Healthcare industry in India. https://www.ibef.org/industry/healthcare-india.aspx

Joseph, A., & Rashid, M. (2007). The architecture of safety: hospital design. Current Opinion in Critical Care, 13(6), 714–719. https://doi.org/10.1097/MCC.0b013e3282f1be6e

Komarudin, & Wong, K. Y. (2010). Applying ant system for solving unequal area facility layout problems. European Journal of Operational Research, 202(3), 730–746.
https://doi.org/10.1016/j.ejor.2009.06.016

Krupka, D. C., & Sandberg, W. S. (2006). Operating room design and its impact on operating room economics. Current Opinion in Anesthesiology, 19(2), 185–191.
https://doi.org/10.1097/01.aco.0000192795.64678.e7

Łaska, G. (2017). Wind energy and multi-criteria analysis in making decisions on the location of wind farms. Procedia Engineering, 182, 418–424.
https://doi.org/10.1016/j.proeng.2017.03.126

Lather, J. I., Logan, T., Renner, K., & Messner, J. I. (2020). Implementation and evaluation of generative layout options using the graph theoretical approach for a hospital layout problem. Journal of Computing in Civil Engineering, 34(4), 04020014.
https://doi.org/10.1061/(ASCE)CP.1943-5487.0000893

Liu, J., & Liu, J. (2019). Applying multi-objective ant colony optimization algorithm for solving the unequal area facility layout problems. Applied Soft Computing, 74, 167–189.
https://doi.org/10.1016/j.asoc.2018.10.012

Mary, S. S. A., & Suganya, G. (2016). Multi-criteria decision making using ELECTRE. Circuits and Systems, 7(6), 1008–1020. https://doi.org/10.4236/cs.2016.76085

Meller, R. D., & Bozer, Y. A. (1997). Alternative approaches to solve the multi-floor facility layout problem. Journal of Manufacturing Systems, 16(3), 192–203.
https://doi.org/10.1016/S0278-6125(97)88887-5

Meller, R. D., & Gau, K. Y. (1996). The facility layout problem: recent and emerging trends and perspectives. Journal of Manufacturing Systems, 15(5), 351–366.
https://doi.org/10.1016/0278-6125(96)84198-7

Mills, G. R., Deka, L., Price, A. D., Rich-Mahadkar, S., Pantzartzis, E., & Sellars, P. (2015). Critical infrastructure risk in NHS England: predicting the impact of building portfolio age. International Journal of Strategic Property Management, 19(2), 159–172. https://doi.org/10.3846/1648715X.2015.1029562

Mishra, A. R., Singh, R. K., & Motwani, D. (2020). Intuitionistic fuzzy divergence measure-based ELECTRE method for performance of cellular mobile telephone service providers. Neural Computing and Applications, 32(8), 3901–3921.
https://doi.org/10.1007/s00521-018-3716-6

Palatnik, A. M. (2016). To err IS human. Nursing Critical Care, 11(5), 4. https://doi.org/10.1097/01.CCN.0000490961.44977.8d

Palmer, G., Abernathy, J. H., Swinton, G., Allison, D., Greenstein, J., Shappell, S., Juang, K., & Reeves, S. T. (2013). Realizing improved patient care through human-centered operating room design a human factors methodology for observing flow disruptions in the cardiothoracic operating room. The Journal of the American Society of Anesthesiologists, 119(5), 1066–1077. https://doi.org/10.1097/ALN.0b013e31829f68cf

Prugsiganont, S., & Jensen, P. A. (2019). Identification of space management problems in public hospitals: the case of Maharaj Chiang Mai Hospital. Facilities, 37(7/8), 435–454. https://doi.org/10.1108/F-01-2018-0001

Reason, J. (2000). Human error: models and management. BMJ, 320(7237), 768–770. https://doi.org/10.1136/bmj.320.7237.768

Reijula, J., Reijula, E., & Reijula, K. (2016). Insight into healthcare design: lessons learned in two university hospitals. Journal of Facilities Management, 14(3), 266–282.
https://doi.org/10.1108/JFM-01-2016-0001

Riedel, R. (2011). Facilities planning – 4th edition by J.A. Tompkins, J.A. White, Y.A. Bozer and J.M.A. Tanchoco. International Journal of Production Research, 49(24), 7519–7520. https://doi.org/10.1080/00207543.2011.563164

Roy, B. (1991). The outranking foundations approach and the methods. Theory and Decision, 31, 49–73.
https://doi.org/10.1007/BF00134132

Salminen, P., Hokkanen, J., & Lahdelma, R. (1998). Comparing multicriteria methods in the context of environmental problems. European Journal of Operational Research, 104(3), 485–496. https://doi.org/10.1016/S0377-2217(96)00370-0

Schaumann, D., Putievsky Pilosof, N., Gath-Morad, M., & Kalay, Y. E. (2020). Simulating the impact of facility design on operations: a study in an internal medicine ward. Facilities, 38(7/8), 501–522. https://doi.org/10.1108/F-10-2018-0132

Sevkli, M. (2010). An application of the fuzzy ELECTRE method for supplier selection. International Journal of Production Research, 48(12), 3393–3405. https://doi.org/10.1080/00207540902814355

Shariff, S. R., Moin, N. H., & Omar, M. (2012). Location allocation modeling for healthcare facility planning in Malaysia. Computers & Industrial Engineering, 62(4), 1000–1010. https://doi.org/10.1016/j.cie.2011.12.026

Shohet, I. M., & Lavy, S. (2017). Facility maintenance and management: a health care case study. International Journal of Strategic Property Management, 21(2), 170–182.
https://doi.org/10.3846/1648715X.2016.1258374

Shojaie, A. A., Babaie, S., Sayah, E., & Mohammaditabar, D. (2018). Analysis and prioritization of green health suppliers using Fuzzy ELECTRE method with a case study. Global Journal of Flexible Systems Management, 19(1), 39–52.
https://doi.org/10.1007/s40171-017-0168-2

Tongur, V., Hacibeyoglu, M., & Ulker, E. (2019). Solving a bigscaled hospital facility layout problem with meta-heuristics algorithms. Engineering Science and Technology, an International Journal, 23(4), 951–959. https://doi.org/10.1016/j.jestch.2019.10.006

Ulubeyli, S., & Kazaz, A. (2009). A multiple criteria decisionmaking approach to the selection of concrete pumps. Journal of Civil Engineering and Management, 15(4), 369–376.
https://doi.org/10.3846/1392-3730.2009.15.369-376

Wanigarathna, N., Jones, K., Bell, A., & Kapogiannis, G. (2019). Building information modelling to support maintenance management of healthcare built assets. Facilities, 37(7/8), 415–434. https://doi.org/10.1108/F-01-2018-0012

Young, J. M., Tietz, C., & Panagiotopoulos, A. Z. (2019). Activity coefficients and solubility of CaCl2 from molecular simulations. Journal of Chemical & Engineering Data, 65(2), 337–348. https://doi.org/10.1021/acs.jced.9b00688

Yousefli, Z., Nasiri, F., & Moselhi, O. (2017), Healthcare facilities maintenance management: a literature review. Journal of Facilities Management, 15(4), 352–375. https://doi.org/10.1108/JFM-10-2016-0040