Grey Relational Evaluation of the Supplier Selection Criteria in Indonesian Hospitality Industry
DOI:
https://doi.org/10.52812/ijgs.19Keywords:
Supplier selection criteria, Hospitality industry, Grey Relational Analysis, IndonesiaAbstract
The study aims to identify and evaluate the key criteria for food supplier selection in the Indonesian hospitality industry. A survey was sent to experts in Indonesia and based on their opinions the supplier selection criteria were evaluated using the Grey Relational Analysis (GRA). The study found that price is the most important supplier selection criteria, followed by food quality, and return-ability of problematic food. The study also reports that the variation in the distinguishing coefficient of the GRA influences the ranking.
References
Ababio, P. F., Adi, D. D., & Amoah, M. (2012). Evaluating the awareness and importance of food labelling information among consumers in the Kumasi metropolis of Ghana. Food Control, 26(2), 571-574. https://doi.org/10.1016/j.foodcont.2012.02.015
Adebayo, I. T. (2012). Supply chain management (SCM) practices in Nigeria today: impact on SCM performance. European Journal of Business and Social Sciences, 1(6), 107-115.
Ali, S. (2019). Framework of Vendor Performance Assessment in Hospitality Industry (Case Study: Sofyan Inn Unisi Hotel Yogyakarta). https://dspace.uii.ac.id/handle/123456789/13525
Aworh, O. C. (2020). Food safety issues in fresh produce supply chain with particular reference to sub-Saharan Africa. Food Control, 107737. https://doi.org/10.1016/j.foodcont.2020.107737
Banaeian, N., Mobli, H., Nielsen, I. E., & Omid, M. (2015). Criteria definition and approaches in green supplier selection–a case study for raw material and packaging of food industry. Production & Manufacturing Research, 3(1), 149-168. https://doi.org/10.1080/21693277.2015.1016632
Chi, C. G., & Gursoy, D. (2009). Employee satisfaction, customer satisfaction, and financial performance: An empirical examination. International Journal of Hospitality Management, 28(2), 245-253. https://doi.org/10.1016/j.ijhm.2008.08.003
Chung, K. C. (2015). Applying analytical hierarchy process to supplier selection and evaluation in the hospitality industry: a multiobjective approach. Acta Oeconomica, 65(s2), 309-323. https://doi.org/10.1556/032.65.2015.s2.23
Darmaja, I. K. A., Meirejeki, I. N., & Sudiarta, M. (2018). Groceries Supplier Selection Analysis To Meet The Needs Of Food And Beverage Department At The Melia Bali Indonesia Hotel. Journal of Applied Sciences in Travel and Hospitality, 1(3), 283.
Deng, X., Hu, Y., Deng, Y., & Mahadevan, S. (2014). Supplier selection using AHP methodology extended by D numbers. Expert Systems with Applications, 41(1), 156-167. https://doi.org/10.1016/j.eswa.2013.07.018
Diba, S., & Xie, N. (2019). Sustainable supplier selection for Satrec Vitalait Milk Company in Senegal using the novel grey relational analysis method. Grey Systems: Theory and Application, 9(3), 262-294. https://doi.org/10.1108/GS-01-2019-0003
Dong, W., Liu, S., & Fang, Z. (2018). On modeling mechanisms and applicable ranges of grey incidence analysis models. Grey Systems: Theory and Application, 8(4), 448-461. https://doi.org/10.1108/GS-04-2018-0019
Du, J. L., Liu, S. F., & Liu, Y. (2021). Grey Target Negotiation Consensus Model Based on Super Conflict Equilibrium. Group Decision and Negotiation. https://doi.org/10.1007/s10726-021-09742-1
Ertugrul, I., Oztas, T., Ozcil, A., & Oztas, G. Z. (2016). Grey relational analysis approach in academic performance comparison of university: A case study of Turkish universities. European Scientific Journal, 7881, 128-139.
Escanciano, C., & Santos-Vijande, M. L. (2014). Reasons and constraints to implementing an ISO 22000 food safety management system: Evidence from Spain. Food Control, 40, 50-57. https://doi.org/10.1016/j.foodcont.2013.11.032
Fahim, A., Addae, B. A., Ofosu-Adarkwa, J., Qingmei, T., & Bhatti, U. A. (2021). Industry 4.0 and Higher Education: An Evaluation of Barriers Affecting Master's in Business Administration Enrolments Using a Grey Incidence Analysis. IEEE Access. https://doi.org/10.1109/ACCESS.2021.3082144
Fantazy, K. A., Kumar, V., & Kumar, U. (2010). Supply management practices and performance in the Canadian hospitality industry. International Journal of Hospitality Management, 29(4), 685-693. https://doi.org/10.1016/j.ijhm.2010.02.001
Gorris, L. G. (2005). Food safety objective: An integral part of food chain management. Food Control, 16(9), 801-809. https://doi.org/10.1016/j.foodcont.2004.10.020
Hiamey, S. E., & Hiamey, G. A. (2020). Supplier selection and management in hotel outsourcing: an exploratory study in Ghana. Anatolia, 31(1), 62-75. https://doi.org/10.1080/13032917.2019.1697938
Holleran, E., Bredahl, M. E., & Zaibet, L. (1999). Private incentives for adopting food safety and quality assurance. Food Policy, 24(6), 669-683. https://doi.org/10.1016/S0306-9192(99)00071-8
Homburg, C., Koschate, N., & Hoyer, W. D. (2005). Do satisfied customers really pay more? A study of the relationship between customer satisfaction and willingness to pay. Journal of Marketing, 69(2), 84-96. https://doi.org/10.1509%2Fjmkg.69.2.84.60760
Hsu, C. W., Kuo, T. C., Shyu, G. S., & Chen, P. S. (2014). Low carbon supplier selection in the hotel industry. Sustainability, 6(5), 2658-2684. https://doi.org/10.3390/su6052658
Ikram, M., Sroufe, R., Rehman, E., Shah, S. Z. A., & Mahmoudi, A. (2020). Do quality, environmental, and social (QES) certifications improve international trade? A comparative grey relation analysis of developing vs. developed countries. Physica A: Statistical Mechanics and its Applications, 545, 123486. https://doi.org/10.1016/j.physa.2019.123486
Irfan, M., Ikram, M., Ahmad, M., Wu, H., & Hao, Y. (2021). Does temperature matter for COVID-19 transmissibility? Evidence across Pakistani provinces. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-021-14875-6
Javed S. A, Zhu, B., & Liu S. (2020c). Forecast of Biofuel Production and Consumption in Top CO2 Emitting Countries using a novel grey model. Journal of Cleaner Production, 276, 123977. https://doi.org/10.1016/j.jclepro.2020.123997
Javed, S. A., Ikram, M., Tao, L., & Liu, S. (2020a). Forecasting Key Indicators of China's Inbound and Outbound Tourism: Optimistic-Pessimistic Method. Grey Systems: Theory and Application, 11(2), 265-287. https://doi.org/10.1108/GS-12-2019-0064
Javed, S. A., Mahmoudi, A., & Liu, SF. (2020b). Grey Absolute Decision Analysis (GADA) method for Multiple Criteria Group Decision Making under Uncertainty. International Journal of Fuzzy Systems, 22(4), 1073-1090. https://doi.org/10.1007/s40815-020-00827-8
Jensen, M., & Drozdenko, R. (2008). The changing price of brand loyalty under perceived time pressure. Journal of Product & Brand Management. https://doi.org/10.1108/10610420810864720
Jiang, B. C., Tasi, S. L., & Wang, C. C. (2002). Machine vision-based gray relational theory applied to IC marking inspection. IEEE Transactions on Semiconductor Manufacturing, 15(4), 531–539. https://doi.org/10.1109/TSM.2002.804906
Kamalakannan, R., Ramesh, C., Shunmugasundaram, M., Sivakumar, P., & Mohamed, A. (2020). Evaluvation and selection of suppliers using TOPSIS. Materials Today: Proceedings, 33(7), 2771-2773. https://doi.org/10.1016/j.matpr.2020.02.105
Khandke, S. S., & Mayes, T. (1998). HACCP implementation: a practical guide to the implementation of the HACCP plan. Food Control, 9(2-3), 103-109. https://doi.org/10.1016/S0956-7135(97)00065-0
Koopmans, M., & Duizer, E. (2004). Foodborne viruses: an emerging problem. International Journal of Food Microbiology, 90(1), 23-41. https://doi.org/10.1016/S0168-1605(03)00169-7
Lambert, D. M., & Cooper, M. C. (2000). Issues in supply chain management. Industrial Marketing Management, 29(1), 65-83. https: //doi.org/10.1016/S0019-8501(99)00113-3
Langvinienė, N., & Daunoravičiūtė, I. (2015). Factors influencing the success of business model in the hospitality service industry. Procedia-Social and Behavioral Sciences, 213, 902-910. https://doi.org/10.1016/j.sbspro.2015.11.503
Lau, H., Nakandala, D., & Shum, P. K. (2018). A business process decision model for fresh-food supplier evaluation. Business Process Management Journal. https://doi.org/10.1108/BPMJ-01-2016-0015
Leblanc, G., & Nguyen, N. (1997). Searching for excellence in business education: an exploratory study of customer impressions of service quality. International Journal of Educational Management. https://doi.org/10.1108/09513549710163961
Liu, H. C., Chen, X. Q., Duan, C. Y., & Wang, Y. M. (2019). Failure mode and effect analysis using multi-criteria decision making methods: A systematic literature review. Computers & Industrial Engineering, 135, 881-897. https://doi.org/10.1016/j.cie.2019.06.055
Losito, P., Visciano, P., Genualdo, M., & Cardone, G. (2011). Food supplier qualification by an Italian Large-scale-Distributor: Auditing system and non-conformances. Food Control, 22(12), 2047-2051. https://doi.org/10.1016/j.foodcont.2011.05.027
Lu, M., & Wevers, K. (2007). Grey system theory and applications: a way forward. The Journal of Grey System, 10(1), 47-53. http://dx.doi.org/ 10.30016/JGS.200706.0007
Mahmoudi, A., Abbasi, M., Deng, X., Ikram, M., & Yeganeh, S. (2020). A novel model for risk management of outsourced construction projects using decision-making methods: a case study. Grey Systems: Theory and Application, 10(2), 97-123. https://doi.org/10.1108/GS-09-2019-0038
Mahmoudi, A., Deng, X., Javed, S. A., & Zhang, N. (2021a). Sustainable Supplier Selection in Megaprojects through Grey Ordinal Priority Approach. Business Strategy and The Environment, 30, 318-339. https://doi.org/10.1002/bse.2623
Mahmoudi, A., Javed, S. A., & Mardani, A. (2021). Gresilient Supplier Selection through Fuzzy Ordinal Priority Approach: Decision-making in Post-COVID era. Operations Management Research. http://dx.doi.org/10.1007/s12063-021-00178-z
Mahmoudi, A., Javed, S. A., Liu, S., & Deng, X. (2020). Distinguishing Coefficient driven Sensitivity Analysis of GRA Model for Intelligent Decisions: Application in Project Management. Technological and Economic Development of Economy, 26(3), 621-641. https://doi.org/10.3846/tede.2020.11890
Manzini, R., & Accorsi, R. (2013). The new conceptual framework for food supply chain assessment. Journal of Food Engineering, 115(2), 251-263. https://doi.org/10.1016/j.jfoodeng.2012.10.026
Marucheck, A. (2016). Product Safety and the Food Supply Chain. Reference Module in Food Science. https://doi.org/10.1016/b978-0-08-100596-5.03127-9
Mentzer, J. T., DeWitt, W., Keebler, J. S., Min, S., Nix, N. W., Smith, C. D., & Zacharia, Z. G. (2001). Defining supply chain management. Journal of Business Logistics, 22(2), 1-25. https://doi.org/10.1002/j.2158-1592.2001.tb00001.x
Mukhopadhyay, P., Joardar, G. K., Bag, K., Samanta, A., Sain, S., & Koley, S. (2012). Identifying key risk behaviors regarding personal hygiene and food safety practices of food handlers working in eating establishments located within a hospital campus in Kolkata. Al Ameen Journal of Medical Sciences, 5(1), 21-28. http://ajms.alameenmedical.org/articlepdfs/AJMS.5.1.2012%20P%2021-28.pdf
Noori-Daryan, M., Taleizadeh, A. A., & Jolai, F. (2019). Analyzing pricing, promised delivery lead time, supplier-selection, and ordering decisions of a multi-national supply chain under uncertain environment. International Journal of Production Economics, 209, 236-248. https://doi.org/10.1016/j.ijpe.2017.12.019
Nyamari, J. A. C. K. I. M. (2013). Evaluation of compliance to food safety standards amongst food handlers in selected hospitals in Kenya. Kenyatta University. Retrieved from http://ir-library. ku. ac. ke/handle/123456789/7042.
Obara, C., Mwema, F. M., Keraita, J. N., Shagwira, H., & Obiko, J. O. (2021). A multi-response optimization of the multi-directional forging process for aluminium 7075 alloy using grey-based Taguchi method. SN Applied Sciences, 3(6), 1-20. https://doi.org/10.1007/s42452-021-04527-2
Odoom, C. K. (2012). Logistics and supply chain management in the hotel industry: Impact on hotel performance in service delivery (Master's thesis). University of Nevada Las Vegas. http://dx.doi.org/10.34917/3253876
Önder, E., & Kabadayi, N. (2015). Supplier selection in hospitality industry using ANP. International Journal of Academic Research in Business and Social Sciences, 5(1). https://doi.org/10.6007/IJARBSS/v5-i1/1417
Pakkar, M. S. (2016). An integrated approach to grey relational analysis, analytic hierarchy process and data envelopment analysis. Journal of Centrum Cathedra, 9(1), 71–86. https://doi.org/10.1108/JCC-08-2016-0005
Peng, X., Tang, X., Chen, Y., & Zhang, J. H. (2021). Ranking the healthcare resource factors for public satisfaction with health system in China-based on the grey relational analysis models. International Journal of Environmental Research and Public Health, 18(3), 995. https://doi.org/10.3390/ijerph18030995
Qoura, O., & Ali, E. L. (2016). The Effects of Food Safety Knowledge, Attitude and Practices on Hotel Competitive Advantages: Perceptions of Food Service Staff in Hotels. Journal of Association of Arab Universities for Tourism and Hospitality, 13(4), 44-62. https://dx.doi.org/10.21608/jaauth.2016.53836
Rezaei, J., Nispeling, T., Sarkis, J., & Tavasszy, L. (2016). A supplier selection life cycle approach integrating traditional and environmental criteria using the best worst method. Journal of Cleaner Production, 135, 577-588. https://doi.org/10.1016/j.jclepro.2016.06.125
Robertson, G. L. (2012). Food Packaging: Principles and Practice. CRC Press.
Rozin, P., Fischler, C., Imada, S., Sarubin, A., & Wrzesniewski, A. (1999). Attitudes to food and the role of food in life in the USA, Japan, Flemish Belgium and France: Possible implications for the diet–health debate. Appetite, 33(2), 163-180. https://doi.org/10.1006/appe.1999.0244
Sakhuja, S., Jain, V., & Dweiri, F. (2015). Application of an integrated MCDM approach in selecting outsourcing strategies in hotel industry. International Journal of Logistics Systems and Management, 20(3), 304-324. https://doi.org/10.1504/IJLSM.2015.068430
Sallehuddin, R., Shamsuddin, S. M. Hj., & Hashim, S. Z. M. (2008). Application of grey relational analysis for multivariate time series. In 2008 8th International Conference on Intelligent Systems Design and Applications. Kaohsiung, Taiwan. https://doi.org/10.1109/ISDA.2008.181
Sarkar, B. (2011). Fuzzy decision making and its applications in cotton fibre grading. In Soft Computing in Textile Engineering (pp. 353-383). Woodhead Publishing. https://doi.org/10.1533/9780857090812.5.353
Sarkis, J., & Talluri, S. (2002). A model for strategic supplier selection. Journal of Supply Chain Management, 38(4), 18-28. https://doi.org/10.1111/j.1745-493X.2002.tb00117.x
Sethu, H. S. (2007). Supply Chain Management in Hospitality Industry-An Overview. Journal of Hospitality Application & Research, 2(2), 33-45.
Silva, M. M., Fonseca, L. M., & Sousa, S. D. (2016). The impact of ISO 9001: 2015 on ISO 22000 and food safety management systems (FSMS). Calitatea, 17(152), 81. http://hdl.handle.net/1822/43534
Sneha, G. C. (2019). Analysis of Hygienic Conditions at the Workplace in Industries. International Journal of Advanced Development in Science and Technology, 1(02), 1-5. http://www.ijadst.com/ajradmin/certificates/10/IJADST_2019081.pdf
Sureeyatanapas, P., Sriwattananusart, K., Niyamosoth, T., Sessomboon, W., & Arunyanart, S. (2018). Supplier selection towards uncertain and unavailable information: An extension of TOPSIS method. Operations Research Perspectives, 5, 69-79. https://doi.org/10.1016/j.orp.2018.01.005
Taherdoost, H., & Brard, A. (2019). Analyzing the process of supplier selection criteria and methods. Procedia Manufacturing, 32, 1024-1034. https://doi.org/10.1016/j.promfg.2019.02.317
Ullah, H., Wang, Z., Bashir, S., Khan, A. R., Riaz, M., & Syed, N. (2021). Nexus between IT capability and green intellectual capital on sustainable businesses: evidence from emerging economies. Environmental Science and Pollution Research, 28(22), 27825-27843. https://doi.org/10.1007/s11356-020-12245-2
Wilcock, A., Pun, M., Khanona, J., & Aung, M. (2004). Consumer attitudes, knowledge and behaviour: a review of food safety issues. Trends in Food Science & Technology, 15(2), 56-66. https://doi.org/10.1016/j.tifs.2003.08.004
Xie, W., Wu, W.-Z., Liu, C., Zhang, T., & Dong, Z. (2021). Forecasting fuel combustion-related CO2 emissions by a novel continuous fractional nonlinear grey Bernoulli model with grey wolf optimizer. Environmental Science and Pollution Research, 28, 38128–38144. https://doi.org/10.1007/s11356-021-12736-w
Xu, X., & Gursoy, D. (2014). A conceptual framework of sustainable hospitality supply chain management. Journal of Hospitality Marketing & Management, 24(3), 229-259. https://doi.org/10.1080/19368623.2014.909691
Xu, X., & Gursoy, D. (2015). Influence of sustainable hospitality supply chain management on customers' attitudes and behaviors. International Journal of Hospitality Management, 49, 105-116. https://doi.org/10.1016/j.ijhm.2015.06.003
Yoo, S. H. (2014). Product quality and return policy in a supply chain under risk aversion of a supplier. International Journal of Production Economics, 154, 146-155. https://doi.org/10.1016/j.ijpe.2014.04.012
.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2021 Science Insight
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Creative Commons Non Commercial CC BY-NC: The work is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is properly attributed.