Analisis Pemilihan Strategi Alternatif Pengurangan Bullwhip Effect dengan Menggunakan Metode Fuzzy AHP pada Produk Perishable
Studi Kasus: Holland Bakery
DOI:
https://doi.org/10.59024/jisi.v4i3.2380Keywords:
Analytical Hierarchy Process, Bullwhip Effect, Fishbone Diagram, Order Batching, Supply ChainAbstract
Holland Bakery is a company engaged in the bakery industry that sells bread directly to end consumers. The concept of the bullwhip effect is inherent in the supply chain, there is an effect that spreads in the supply chain called the bullwhip effect, Problems that occur in the supply chain of Holland Bakery products that are Perishable quickly damaged so that it causes demand in product inventory causing the bullwhip effect. The purpose of this study is to Identify indicators of the occurrence of the bullwhip effect in the Holland Bakery supply chain using a fishbone diagram and Determine alternative solutions to reduce the bullwhip effect based on the assessment weight of the Fuzzy AHP (Analytical Hierarchy Process) method criteria. The results of this study The results of the identification of the causes of the bullwhip effect in the Holland Bakery supply chain using the fishbone diagram approach there are 6 causes of the bullwhip effect based on the analysis of Demand forecasting, Order batching, Price fluctuations seen from 4 aspects: Humans (man), Methods (method), Materials (material), Machines (machine). The alternative solution selected based on the Fuzzy AHP weighting assessment yielded a weighting score of 0.7696. Alternative B was the first priority to be selected as an alternative solution to reduce the bullwhip effect in the Holland Bakery supply chain.
References
Anas, A. S., & Lombok, S. (2015). Efek Domino Bullwhip Effect Supply Chain Management pada Manajemen Perguruan Tinggi (Studi Kasus : Sekolah Tinggi Manajemen Informatika dan Komputer Lombok). Journal Speed-Sentra Penelitian Engineering Dan Edukasi, 7(4), 63.
Hayati, E. N. (2021). Supply Chain Management (SCM) Dan Logistic Management. Jurnal Dinamika Teknik, 8(1), 25–34.
Jaya, A. P., & Bachri, S. (2019). Mengukur Bullwhip Effect Produk Mas (Pada Jaringan Supply Chain Pt.Sembilan Pilar Utama Dan Swalayan Koya). Managament Insight: Jurnal Ilmiah Manajemen, 12(2), 101–117. https://doi.org/10.33369/insight.12.2.101-117
Mas’udin, I. (2019). Penerapan Fuzzy Analytichal Hierarchy Process untuk Pemilihan Alternatif Solusi Pengurangan Bullwhip Effect. Jurnal Teknik Industri, 9(2), 183–190. https://doi.org/10.22219/jtiumm.vol9.no2.183-190
Maserih, M. (2018). Analisis Bullwhip Effect Dan Day Of Inventory (Doi) Serta Implikasinya Terhadap Supply Chain Management. Jurnal STEI Ekonomi, 26(01), 123–135. https://doi.org/10.36406/jemi.v26i01.199
Ramdani, D., & Harefa, K. (2023). Analisis Bullwhip Effect Dan Usulan Perbaikan Dengan Information Sharing System di PT. Fatahillah Anugerah Nibras. Jurnal Ilmu Komputer Dan Pendidikan, 1(4), 881–890. https://journal.mediapublikasi.id/index.php/logic
Rani, P., Chakraborty, M. K., Sah, R. P. R. P. R. P., Subhashi, A., Disna, R., UIP, P., Chaudhary, D. P., Kumar, A. A. A. A. A., Kumar, R. R., Singode, A., Mukri, G., Sah, R. P. R. P. R. P., Tiwana, U. S., Kumar, B., Madhav, P., Manigopa, C., Z, A. H., Anita, P., Rameshwar, P. S., … Kumar, A. A. A. A. A. (2020). Range Management and Agroforestry, 4(1), 1–15. https://doi.org/10.1016/j.fcr.2017.06.020
Rifky, M., Mila, A. ;, & Sufa, F. (2022). Nalisis Bullwhip Effect Pada Rantai Pasok Pt. Xyz. 1–16.
Risyaldi, A., Nusran, M., & Lantara, D. (2021). Studi Produk Halal Daging Ayam Potong Dengan Pendekatan Rantai Pasok (Supply Chain) Di Makassar. International Journal Mathla’ul Anwar of Halal Issues, 1(1), 40–48. https://doi.org/10.30653/ijma.202111.10
Saleh, F. H. (2020). Fenomena Bullwhip Effect pada Supply Chain dan Struktur Tata Kelola Perguruan Tinggi. Unisia, 31(69), 240–247. https://doi.org/10.20885/unisia.vol31.iss69.art3
Saputra, F. P., Hidayat, N., & Furqon, M. T. (2018). Penerapan Metode Fuzzy Analytical Hierarchy Process ( F-AHP ) Untuk Menentukan Besar Pinjaman Pada Koperasi. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 2(4), 1761–1767. file:///C:/Users/DELL/Downloads/1352-1-10168-1-10-20170905.pdf
Shinta Syafna, E. H. (2019). Digital Digital Repository Repository Universitas Universitas Jember Jember Digital Digital Repository Repository Universitas Universitas Jember Jember.
Susanto, I. K., & Hutami, R. R. F. (2021). Analisis bullwhip effect dalam sistem rantai pasok pada produk Abon dan Dendeng Sapi Asri. Operations Excellence: Journal of Applied Industrial Engineering, 13(2), 169. https://doi.org/10.22441/oe.2021.v13.i2.01
Fahreza Irghi Budi Saputra & Michella Beatrix (2025). Penerapan Metode AHP-Fuzzy untuk Mengukur Pemahaman Penyedia Jasa Konstruksi terhadap Sistem E-Tendering di Kota Surabaya. Prosiding Seminar Nasional Ilmu Teknik, 2(2). https://doi.org/10.61132/prosemnasproit.v2i2.45
Heru Winarno, et al. (2023). Analisis Bullwhip Effect Dalam Sistem Rantai Pasok Pada Produk PTA di PT. Mitsubishi Chemical Indonesia. Jurnal Manuhara : Pusat Penelitian Ilmu Manajemen dan Bisnis, 2(1). https://doi.org/10.61132/manuhara.v2i1.428
Toro, et al. (2026). Navigating the Digital Era: A Strategic Analysis of AI Integration in Supply Chain Management and Logistics Performance. JCRIM (Journal of Current Research In Multidisciplinary), 4(1).
Danendra Bramantyo & Muhammad Yasin (2025). Digitalisasi Rantai Pasok dan Efeknya terhadap Efisiensi Produksi dalam Sektor Industri. JURNAL RISET EKONOMI DAN AKUNTANSI (JREA), 3(4). https://doi.org/10.54066/jrea-itb.v3i4.3675
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