Integration Dematel and ANP for The Supplier Selection in The Textile Industry: A Case Study

Dana Marsetiya Utama(1*), Bianca Maharani(2), Ikhlasul Amallynda(3),

(1) (SINTA ID: 5991174), Universitas Muhammadiyah Malang
(2) (SINTA ID: 5991174), Universitas Muhammadiyah Malang
(3) (SINTA ID: 5991174), Universitas Muhammadiyah Malang
(*) Corresponding Author
DOI: https://doi.org/10.23917/jiti.v20i1.13806

Abstract

Currently, companies are required to improve supply chain performance. One of the main problems in the supply chain is the proper supplier selection. Supplier selection has an essential role in improving supply chain management performance. Supplier selection requires the proper criteria. However, the relationship between criteria is rarely considered in the selection of suppliers in the textile industry. This study tries to propose integrating the Decision Making Trial and Evaluation Laboratory (DEMATEL) and the Analytic Network Process (ANP) for supplier selection in the textile industry. Both methods are multi-criteria decision making (MCDM) tools DEMATEL is used to assess the relationship between criteria. Furthermore, ANP is used to evaluate and weigh the importance of criteria and suppliers. A case study was carried out in a textile company located in Indonesia. The results show that this procedure can identify the relationship and effect of each criterion. The results show that the product price criteria are the criteria that have the most significant weight. The criteria for conformity to specifications and consistency of quality are in second and third place. Finally, suppliers are selected based on weight assessment on each criterion by ANP.

Keywords

Supplier; DEMATEL; MCDM; ANP; selection

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References

Amindoust, A., & Saghafinia, A. (2017). Textile supplier selection in sustainable supply chain using a modular fuzzy inference system model. The Journal of The Textile Institute, 108(7), 1250-1258.

Baroto, T., & Utama, D. M. (2021). Integrasi AHP dan SAW untuk Penyelesaian Green Supplier Selection. Prosiding SENTRA (Seminar Teknologi dan Rekayasa)(6), 38-44.

Baskaran, V., Nachiappan, S., & Rahman, S. (2012). Indian textile suppliers' sustainability evaluation using the grey approach. International Journal of Production Economics, 135(2), 647-658.

Boran, F. E., Genç, S., Kurt, M., & Akay, D. (2009). A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method. Expert Systems with Applications, 36(8), 11363-11368.

Büyüközkan, G., & Çifçi, G. (2012). A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers. Expert Systems with Applications, 39(3), 3000-3011.

Büyüközkan, G., & Güleryüz, S. (2016). An integrated DEMATEL-ANP approach for renewable energy resources selection in Turkey. International Journal of Production Economics, 182, 435-448. doi: https://doi.org/10.1016/j.ijpe.2016.09.015

Çalı, S., & Balaman, Ş. Y. (2019). A novel outranking based multi criteria group decision making methodology integrating ELECTRE and VIKOR under intuitionistic fuzzy environment. Expert Systems with Applications, 119, 36-50.

Chan, F. T., & Chan, H. K. (2010). An AHP model for selection of suppliers in the fast changing fashion market. The International Journal of Advanced Manufacturing Technology, 51(9-12), 1195-1207.

Chatterjee, K., Pamucar, D., & Zavadskas, E. K. (2018). Evaluating the performance of suppliers based on using the R'AMATEL-MAIRCA method for green supply chain implementation in electronics industry. Journal of Cleaner Production, 184, 101-129. doi: https://doi.org/10.1016/j.jclepro.2018.02.186

Chen, Y.-J. (2011). Structured methodology for supplier selection and evaluation in a supply chain. Information Sciences, 181(9), 1651-1670.

Chen, Z., Ming, X., Zhou, T., & Chang, Y. (2020). Sustainable supplier selection for smart supply chain considering internal and external uncertainty: An integrated rough-fuzzy approach. Applied Soft Computing, 87, 106004.

Dehdasht, G., Mohamad Zin, R., Ferwati, M. S., Mohammed Abdullahi, M. a., Keyvanfar, A., & McCaffer, R. (2017). DEMATEL-ANP Risk Assessment in Oil and Gas Construction Projects. Sustainability, 9(8). doi: 10.3390/su9081420

Fallahpour, A., Olugu, E. U., Musa, S. N., Wong, K. Y., & Noori, S. (2017). A decision support model for sustainable supplier selection in sustainable supply chain management. Computers & Industrial Engineering, 105, 391-410.

Fazli, S., Mavi, R. K., & Vosooghidizaji, M. (2015). Crude oil supply chain risk management with DEMATEL–ANP. Operational Research, 15(3), 453-480.

Fontela, E., & Gabus, A. (1974). DEMATEL: Progress achieved: Pergamon.

Guarnieri, P., & Trojan, F. (2019). Decision making on supplier selection based on social, ethical, and environmental criteria: A study in the textile industry. Resources, Conservation and Recycling, 141, 347-361.

GüNeri, A. F., Ertay, T., & YüCel, A. (2011). An approach based on ANFIS input selection and modeling for supplier selection problem. Expert Systems with Applications, 38(12), 14907-14917.

GÜNGÖR, A., COŞKUN, S., DURUR, G., & GÖREN, H. G. (2010). A supplier selection, evaluation and re-evaluation model for textile retail organizations. Tekstil ve Konfeksiyon, 20(3), 181-187.

Guo, Z., Liu, H., Zhang, D., & Yang, J. (2017). Green supplier evaluation and selection in apparel manufacturing using a fuzzy multi-criteria decision-making approach. Sustainability, 9(4), 650.

Gustian, S., Slamet, C., & Maylawati, D. S. a. (2018). Pemilihan Supplier pada Perusahaan Redbean Berbasis Mobile Menggunakan Hybrid Metode ANP dan Oreste. INSIGHT, 1(1), 9-14.

Hsu, C.-W., Kuo, T.-C., Chen, S.-H., & Hu, A. H. (2013). Using DEMATEL to develop a carbon management model of supplier selection in green supply chain management. Journal of Cleaner Production, 56, 164-172.

Ibrahim, M. F., Putri, M. M., & Utama, D. M. (2020). A literature review on reducing carbon emission from supply chain system: drivers, barriers, performance indicators, and practices. IOP Conference Series: Materials Science and Engineering, 722, 012034. doi: 10.1088/1757-899x/722/1/012034

Jia, P., Govindan, K., Choi, T.-M., & Rajendran, S. (2015). Supplier selection problems in fashion business operations with sustainability considerations. Sustainability, 7(2), 1603-1619.

Kar, M. B., Chatterjee, K., & Kar, S. (2014). A network-TOPSIS based fuzzy decision support system for supplier selection in risky supply chain. Paper presented at the 2014 Seventh International Joint Conference on Computational Sciences and Optimization.

Kargi, V. S. A. (2016). Supplier selection for a textile company using the fuzzy TOPSIS method. Yönetim ve Ekonomi, 23(3), 789-803.

Koprulu, A., & Albayrakoglu, M. M. (2007). Supply chain management in the textile industry: a supplier selection model with the analytical hierarchy process. Paper presented at the Proceeding of the International Symposium on the Analytic Hierarchy Process. Viña Del Mar, Chile.

Kurniawati, D., Yuliando, H., & Widodo, K. H. (2013). Kriteria Pemilihan Pemasok Menggunakan Analytical Network Process. Jurnal Teknik Industri, 15(1), 25-32.

Li, Y., Diabat, A., & Lu, C.-C. (2019). Leagile supplier selection in Chinese textile industries: a DEMATEL approach. Annals of Operations Research, 1-20.

Limansantoso, M. F. (2013). Pemilihan Supplier produk calista dengan metode analytical hierarchy process (AHP) pada PT. Buana tirta Utama-Gresik. Calyptra, 2(1), 1-20.

Merry, L., Ginting, M., & Marpaung, B. (2014). Pemilihan supplier buah dengan pendekatan metode Analytical Hierarchy Process (AHP) dan TOPSIS: Studi kasus pada perusahaan retail. Teknik dan Ilmu Komputer, 3(9), 48-58.

Nilashi, M., Zakaria, R., Ibrahim, O., Majid, M. Z. A., Zin, R. M., & Farahmand, M. (2015). MCPCM: a DEMATEL-ANP-based multi-criteria decision-making approach to evaluate the critical success factors in construction projects. Arabian Journal for Science and Engineering, 40(2), 343-361.

Saaty, T. L. (2004). Decision making—the analytic hierarchy and network processes (AHP/ANP). Journal of systems science and systems engineering, 13(1), 1-35.

Sidjabat, F. M., & Runtuk, J. K. (2019). Pengembangan Model Pemilihan Green Supplier di Kawasan Industri Cikarang. Journal of Environmental Engineering and Waste Management, 4(1), 9-20.

Sulistiyani, E., Amir, M. I. H., Yusuf, K., & Nasrullah, D. I. (2017). Implementasi Metode Analytical Hierarchy Process (AHP) Sebagai Solusi Alternatif Dalam Pemilihan Supplier Bahan Baku Apel Di PT. Mannasatria Kusumajaya. Technology Science and Engineering Journal, 1(2).

Taufik, R., Sumantri, Y., & Tantrika, C. F. M. (2014). Penerapan pemilihan supplier bahan baku ready mix berdasarkan integrasi metode AHP dan TOPSIS (Studi kasus pada PT Merak Jaya Beton, Malang). Jurnal Rekayasa dan Manajemen Sistem Industri, 2(5), p1067-1076.

Tirkolaee, E. B., Mardani, A., Dashtian, Z., Soltani, M., & Weber, G.-W. (2019). A novel hybrid method using fuzzy decision making and multi-objective programming for sustainable-reliable supplier selection in two-echelon supply chain design. Journal of Cleaner Production, 119517. doi: https://doi.org/10.1016/j.jclepro.2019.119517

Utama, D. M. (2021a). AHP and TOPSIS Integration for Green Supplier Selection: A Case Study in Indonesia. Journal of Physics: Conference Series, 1845(1), 012015. doi: 10.1088/1742-6596/1845/1/012015

Utama, D. M. (2021b). Penyelesaian Green Supplier Selection Menggunakan Integrasi AHP dan VIKOR. Prosiding SENTRA (Seminar Teknologi dan Rekayasa)(6), 31-37.

Utama, D. M., Baroto, T., Ibrahim, M. F., & Widodo, D. S. (2021). Evaluation of Supplier Performance in Plastic Manufacturing Industry: A Case Study. Journal of Physics: Conference Series, 1845(1), 012016. doi: 10.1088/1742-6596/1845/1/012016

Widiyanesti, S. (2012). Penentuan kriteria terpenting dalam pemilihan supplier di family business dengan menggunakan pendekatan analytic hierarchy process (AHP)(Studi kasus pada Perusahaan Garmen PT. X). Image: Jurnal Riset Manajemen, 1(1).

Yancadianti, K. H., Puspitasari, N. B., & Arvianto, A. (2015). Analisa Pemilihan Supplier Ramah Lingkungan dengan Metode Analytical Hierarchy Process (AHP) Pada PT X. Industrial Engineering Online Journal, 4(4).

Yang, Y.-P. O., Shieh, H.-M., Leu, J.-D., & Tzeng, G.-H. (2008). A novel hybrid MCDM model combined with DEMATEL and ANP with applications. International journal of operations research, 5(3), 160-168.

Yazdani, M., Chatterjee, P., Zavadskas, E. K., & Zolfani, S. H. (2017). Integrated QFD-MCDM framework for green supplier selection. Journal of Cleaner Production, 142, 3728-3740.

Yildiz, A. (2016). Interval type 2-fuzzy TOPSIS and fuzzy TOPSIS method in supplier selection in garment industry/Metoda fuzzy TOPSIS Interval tip 2 si metoda fuzzy TOPSIS în selectarea furnizorului din industria de confectii. Industria Textila, 67(5), 322.

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