The selection of sago flour suppliers using Multi Criteria Group Decision Making approach with different sets of criteria

Usamah Afiq Nuruddin; Indah Pratiwi; Afiqoh Akmalia Fahmi; Eko Setiawan

doi:10.21107/agrointek.v20i2.29902

The selection of sago flour suppliers using Multi Criteria Group Decision Making approach with different sets of criteria

Usamah Afiq Nuruddin, Indah Pratiwi, Afiqoh Akmalia Fahmi, Eko Setiawan

Abstract

Tiga Hati Mutiara, a producer of pearl sago, has only one supplier of raw material for sago flour for the production of sago pearls. Based on data from the Indonesian Ministry of Agriculture, there are 13 sago-producing provinces. These 13 sago-producing provinces can become alternative sago suppliers for Tiga Hati Mutiara. The purpose of this research is to find the best supplier of sago flour for Tiga Hati Mutiara, in accordance with its needs and goals. To address the problem under concern, this research uses the MCGDM approach with a different set of criteria. This method requires expert data, such as decision makers, supplier alternatives, and supplier criteria. The study found that supplier alternative 2, namely Terong Mas, was chosen as the main supplier of sago flour out of six supplier alternatives and fifteen sub-criteria used. This research is expected to be a suggestion for improvement in supplier selection decision-making for the company, as well as material for further research literacy.

Keywords

decision making; sago; suppliers

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References

Ada, N. 2022. Sustainable Supplier Selection in Agri-Food Supply Chain Management. International Journal of Mathematical, Engineering and Management Sciences 7(1):115–130. https://doi.org/10.33889/IJMEMS.2022.7.1.008

Alshehri, K. A., and A. A. Albukhari. 2021. Critical Factors of Supplier Selection in the Food and Beverage Industry of Saudi Arabia: A FUZZY-TOPSIS Approach. Pages 211–219 Proceedings of the International Conference on Industrial Engineering and Operations Management.

Banaeian, N., H. Mobli, B. Fahimnia, I. E. Nielsen, and M. Omid. 2018. Green supplier selection using fuzzy group decision making methods: A case study from the agri-food industry. Computers and Operations Research 89:337–347. https://doi.org/10.1016/j.cor.2016.02.015

Chen, Z., W. Ma, K. Wei, S. Li, and W. Ding. 2017. Effect of raw materials on the production process of the silicon furnace. Journal of Cleaner Production 158:359–366. https://doi.org/10.1016/j.jclepro.2017.05.037

Dewayani, W., Suryani, R. H. Arum, and E. Septianti. 2022. Potential of Sago Products Supporting Local Food Security in South Sulawesi. Pages 1–7 IOP Conference Series: Earth and Environmental Science. https://doi.org/10.1088/1755-1315/974/1/012114

Djunaidi, M., Angga, and E. Setiawan. 2018. Disposal site selection using TOPSIS in Wonogiri District Central Java. Jurnal Ilmiah Teknik Industri 17(1):62–70. https://doi.org/10.23917/jiti.v17i1.5389

Fan, Z. P., M. Y. Li, Y. Liu, and T. H. You. 2018. A Method for Multicriteria Group Decision Making with Different Evaluation Criterion Sets. Mathematical Problems in Engineering 2018. https://doi.org/10.1155/2018/7189451

Fauzi, A., and E. Setiawan. 2021. Evaluasi lokasi TPA sampah di Kabupaten Klaten, Indonesia dengan metode TOPSIS. Jurnal Ilmiah Teknik Industri 9(1):19. https://doi.org/10.24912/jitiuntar.v9i1.9457

Frej, E. A., L. R. P. Roselli, J. Araújo De Almeida, and A. T. De Almeida. 2017. A Multicriteria decision model for supplier selection in a food industry based on FITradeoff method. Mathematical Problems in Engineering 2017:1–9. https://doi.org/10.1155/2017/4541914

Gou, X., Z. Xu, H. Liao, and F. Herrera. 2021a. Consensus model handling minority opinions and noncooperative behaviors in large-scale group decision-making under double hierarchy linguistic preference relations. IEEE Transactions on Cybernetics 51(1):283–296. https://doi.org/10.1109/TCYB.2020.2985069

Gou, X., Z. Xu, X. Wang, and H. Liao. 2021b. Managing consensus reaching process with self-confident double hierarchy linguistic preference relations in group decision making. Fuzzy Optimization and Decision Making 20(1):51–79. https://doi.org/10.1007/s10700-020-09331-y

Haekal, J., and H. Setio. 2017. Selection of raw material suppliers using Analytical Hierarchy Process in food and beverage company, South Jakarta. ComTech: Computer, Mathematics and Engineering Applications 8(2–68):63. https://doi.org/10.21512/comtech.v8i2.3747

Hasbi, A. R., and H. Sari. 2020. Atribut produk yang dipertimbangkan dalam pembelian olahan sagu di Kota Palopo. Jurnal Ilmu Pangan dan Hasil Pertanian 4(1):7–14. https://doi.org/10.26877/jiphp.v4i1.4946

Hayati, N., R. Purwanti, and abd. W. Kadir. 2014. Preferensi masyarakat terhadap makanan berbahan baku sagu (Metroxylon sagu Rottb) sebagai alternatif sumber karbohidrat di Kabupaten Luwu dan Luwu Utara Sulawesi Selatan. Jurnal Penelitian Sosial dan Ekonomi Kehutanan 11(1):82–90. https://doi.org/10.20886/jsek.2014.11.1.82-90

Herlon, M., R. D. Oktari, K. Khairunnas, and Z. Ridho. 2022. Analisis manajemen rantai pasok (supply chain) industri sagu Kabupaten Kepulauan Meranti (studi kasus PT. Nasional Sago Prima). Jurnal Agroteknologi 13(1):41–52. https://doi.org/10.24014/ja.v13i1.14542

Herman, E. N. 2019. Implementasi Metode Multi-Criteria Group Decision Making untuk Memilih Situs E-Commerce Marketplace bagi Usaha Mikro, Kecil, dan Menengah.

Hosseini, S., and A. Al Khaled. 2019. A hybrid ensemble and AHP approach for resilient supplier selection. Journal of Intelligent Manufacturing 30(1):207–228. https://doi.org/10.1007/s10845-016-1241-y

Hosseini, S., N. Morshedlou, D. Ivanov, M. D. Sarder, K. Barker, and A. Al Khaled. 2019. Resilient supplier selection and optimal order allocation under disruption risks. International Journal of Production Economics 213(March):124–137. https://doi.org/10.1016/j.ijpe.2019.03.018

Imbiri, S., R. Rameezdeen, N. Chileshe, and L. Statsenko. 2021. A novel taxonomy for risks in agribusiness supply chains: A systematic literature review. Sustainability (Switzerland) 13(16). https://doi.org/10.3390/su13169217

Lakio, S., T. Ervasti, P. Tajarobi, H. Wikström, M. Fransson, A. P. Karttunen, J. Ketolainen, S. Folestad, S. Abrahmsén-Alami, and O. Korhonen. 2017. Provoking an end-to-end continuous direct compression line with raw materials prone to segregation. European Journal of Pharmaceutical Sciences 109(July):514–524. https://doi.org/10.1016/j.ejps.2017.09.018

Lapko, Y., P. Trucco, and C. Nuur. 2016. The business perspective on materials criticality: Evidence from manufacturers. Resources Policy 50:93–107. https://doi.org/10.1016/j.resourpol.2016.09.001

Liu, W., Y. Dong, F. Chiclana, F. J. Cabrerizo, and E. Herrera-Viedma. 2017. Group decision-making based on heterogeneous preference relations with self-confidence. Fuzzy Optimization and Decision Making 16(4):429–447. https://doi.org/10.1007/s10700-016-9254-8

Masudin, I., and M. G. F. Ayni. 2018. Pengambilan keputusan multi kriteria: kajian teoritis metode dan pendekatan dalam pemilihan pemasok. Jurnal Ilmiah Teknik Industri 17(1):1. https://doi.org/10.23917/jiti.v17i1.5389

Nedeljković, M., and B. Krstić. 2018. Application of Multi-Criteria Decision-Making Methods for Supplier Selection in an Agricultural Enterprise. Агрознање 19(2):79. https://doi.org/10.7251/agren1802079n

Nulsyah, R., M. Hasibuan, and N. Panjaitan. 2022. Integrasi Metode AHP dan TOPSIS Dalam Pemilihan Supplier Bahan Baku Sabun di PT . Berlian Eka Sakti. Jurnal Vorteks 03(01):134–140.

Puška, A., M. Nedeljković, I. Stojanović, and D. Božanić. 2023. Application of Fuzzy TRUST CRADIS method for selection of sustainable suppliers in agribusiness. Sustainability (Switzerland) 15(3):1–19. https://doi.org/10.3390/su15032578

Puška, A., and I. Stojanović. 2022. Fuzzy multi-criteria analyses on green supplier selection in an agri-food company. Journal of Intelligent Management Decision 1(1):2–16. https://doi.org/10.56578/jimd010102

Rahayu, Y. P., A. G. Allo, U. Yuminarti, and E. R. Situmorang. 2023. Is sago the best substitution for rice ? an analysis of demand for rice in Papua. SN Business & Economics 3(83):1–13. https://doi.org/10.1007/s43546-023-00455-y

Rahmawati, D. U., and N. Salimi. 2022. Sustainable and resilient supplier selection: the case of an Indonesian coffee supply chain. Journal of Supply Chain Management Science 3(1–2):16–36.

Rezaei, J., T. Nispeling, J. Sarkis, and L. Tavasszy. 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

Salima, R., and J. Johansson. 2016. The influence of raw material on the wood product manufacturing. Pages 764–768 Procedia CIRP. The Author(s). https://doi.org/10.1016/j.procir.2016.11.132

Setiawan, E., S. P. Astuti, and H. Handoko. 2018. Reducing the likelihood of electrical power-related disasters: a fuzzy MCDM approach. Simetris: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer 9(1):679–686. https://doi.org/10.24176/simet.v9i1.1761

Setiawan, E., and A. K. Murti. 2022. Pre-positioning pusat distribusi bantuan bencana banjir di Kota Surakarta, Indonesia dengan menggunakan metoda Fuzzy Electre. Jurnal Pembangunan Wilayah dan Kota 18(3):246–257. https://doi.org/10.14710/pwk.v18i3.39208

Setyowati, H. E. 2020. Pekan Sagu Nusantara 2020. https://www.pertanian.go.id/home/?show=news&act=view&id=4541

Sitio, A. S. 2017. Sistem Pendukung Keputusan penentuan supplier pembelian barang menggunakan metode Analitical Hierarchy Process pada PT . Perintis Sarana Pancing Indonesia. Journal Of Informatic Pelita Nusantara 2(1):40–47.

Tirkolaee, E. B., Z. Dashtian, G. W. Weber, H. Tomaskova, M. Soltani, and N. S. Mousavi. 2021. An integrated decision-making approach for green supplier selection in an agri-food supply chain: Threshold of robustness worthiness. Mathematics 9(11):1–30. https://doi.org/10.3390/math9111304

Tomasiello, S., and Z. Alijani. 2021. Fuzzy-based approaches for agri-food supply chains: a mini-review. Soft Computing 25(11):7479–7492. https://doi.org/10.1007/s00500-021-05707-3

Trisia, M. A., M. Tachikawa, and H. Ehara. 2021. The role of the sago supply chain for rural development in indonesia: A review and perspective. https://doi.org/10.7831/ras.9.0_143

Yusuf, M. A., M. Romli, Suprihatin, and E. I. Wiloso. 2019. Sustainability of Sago Agro-Industry Using Rapid Appraisal (Case Study: Sago Industri X in South Sorong, Papua). Pages 1436–1445 Proceedings of the International Conference on Industrial Engineering and Operations Management.

Zhou, F., and T. Y. Chen. 2020. An integrated multicriteria group decision-making approach for green supplier selection under pythagorean fuzzy scenarios. IEEE Access 8:165216–165231. https://doi.org/10.1109/ACCESS.2020.3022377