Decision Support System for Medical Equipment Supplier Selection Recommendations Using MABAC and SAW Methods

Authors

  • Annisa Zafhitri Nasution Universitas Islam Negeri Sumatera Utara
  • Muhammad Dedi Irawan Universitas Islam Negeri Sumatera Utara

DOI:

https://doi.org/10.55537/cosie.v5i3.1873

Keywords:

Decision Support System, SAW, MABAC, Supplier Selection, Medical Equipment

Abstract

This study aims to develop a decision support system for selecting medical device suppliers at PT. Azkha Medical Indonesia using a combination of the Simple Additive Weighting (SAW) and Multi-Attributive Border Approximation Area Comparison (MABAC) methods. The supplier selection process is evaluated using five criteria, namely price, product quality, delivery punctuality, legality and certification, and warranty. Data were collected through observation, interviews, and company documentation. The study used 60 suppliers selected through purposive sampling. SAW was applied to normalize the supplier data, calculate weighted preference values, and select 20 suppliers with the highest preference values for further evaluation. MABAC was then applied to the 20 selected suppliers by calculating their relative positions with respect to the border approximation area. The final ranking shows that PT. Nusa Medika Utama was ranked first with a MABAC value of 0.235408, followed by PT. Global Medika Nusantara and PT. Nusa Sehat Husada, both with a MABAC value of 0.185408. The results provide a ranked list of supplier alternatives that can be used as supporting information for supplier selection at PT. Azkha Medical Indonesia.

Downloads

Download data is not yet available.

References

[1] F. Sari, S. F. Mahmud, and R. Faisal, “Sistem Optimalisasi Pengadaan Alat Kesehatan Menggunakan Metode Fuzzy Time Series,” vol. 7, pp. 1766–1774, 2023, doi: 10.30865/mib.v7i4.6405.

[2] M. D. Irawan and M. R. Fasya, “Kombinasi AHP-TOPSIS untuk Pemilihan Dosen Terbaik Berdasarkan Metriks SINTA,” Sistem Pendukung Keputusan dengan Aplikasi, vol. 3, no. 1, pp. 1–12, 2024, doi: 10.55537/spk.v3i1.751.

[3] B. Kizielewicz, J. Wątróbski, and W. Sałabun, “Multi-criteria decision support system for the evaluation of UAV intelligent agricultural sensors,” Artif. Intell. Rev., vol. 58, no. 7, 2025, doi: 10.1007/s10462-025-11201-1.

[4] Afridayani, Samsudin, and M. D. Irawan, “Sistem Pendukung Keputusan Pemilihan Tempat Vaksinasi Pasca Pandemi Covid-19 Menggunakan,” Journal of Science and Social Research, vol. VI, no. 2, pp. 320–327, 2023.

[5] A. Yasmin, S. Samsudin, and M. Alda, “Penerapan Metode PSI dan Moora pada Rekomendasi Pemilihan Laptop Terbaik untuk Desain Grafis berbasis Web,” Jurnal Manajemen Informatika, Sistem Informasi dan Teknologi Komputer (JUMISTIK), vol. 4, no. 1, pp. 418–429, 2025, doi: 10.70247/jumistik.v4i1.154.

[6] Rusman Waruwu, “Sistem Pendukung Keputusan Pemilihan Kepala Keperawatan Menggunakan Metode MABAC,” Journal of Decision Support System Research, vol. 2, no. 1, pp. 1–10, 2024, doi: 10.64366/dss.v2i1.62.

[7] R. Pradana and Samsudin, “Sistem Rekomendasi Pemilihan Keramik Berbasis Android Menggunakan Metode Fuzzy MCDM dan SAW,” Jurnal Riset Sistem Informasi Dan Teknik Informatika (JURASIK), vol. 8, no. 2, pp. 499–511, 2023, [Online]. Available: https://tunasbangsa.ac.id/ejurnal/index.php/jurasik

[8] R. D. Gunawan, F. Ariany, and Novriyadi, “Implementasi Metode SAW Dalam Sistem Pendukung Keputusan Pemilihan Plano Kertas,” Journal of Artificial Intelligence and Technology Information (JAITI), vol. 1, no. 1, pp. 29–38, 2023, doi: 10.58602/jaiti.v1i1.23.

[9] S. P. A. Alkadri and R. W. S. Insani, “Sistem Pendukung Keputusan Rekomendasi Penerima Bantuan Iuran BPJS Kesehatan Menggunakan Metode ROC dan SMART,” JURNAL FASILKOM, vol. 13, no. 3, pp. 496–503, 2023, doi: https://doi.org/10.37859/jf.v13i3.6271.

[10] J. Wang, S. Setiawansyah, and Y. Rahmanto, “Decision Support System for Choosing the Best Shipping Service for E-Commerce Using the SAW and CRITIC Methods,” Jurnal Ilmiah Informatika dan Ilmu Komputer (JIMA-ILKOM), vol. 3, no. 2, pp. 101–109, 2024, doi: 10.58602/jima-ilkom.v3i2.32.

[11] F. A. Saputra and A. Iskandar, “Sistem Pendukung Keputusan Pemilihan Apartemen Terbaik Menerapkan Metode TOPSIS dan Pembobotan ROC,” Journal of Information System Research (JOSH), vol. 5, no. 1, pp. 142–150, 2023, doi: 10.47065/josh.v5i1.4434.

[12] Sari Misriana and Fajar Ratnawati, “Implementasi Metode SAW dan MABAC Pada Sistem Pendukung Keputusan Penerima Beasiswa Anak Tempatan,” Saturnus : Jurnal Teknologi dan Sistem Informasi, vol. 2, no. 4, pp. 215–235, 2024, doi: 10.61132/saturnus.v2i4.350.

[13] A. Andriansyah, T. Wurijanto, and ..., “Implementasi Sistem Pendukung Keputusan Pemilihan Siswa Praktik Kerja Lapangan Menggunakan Metode Simple Additive Weighting,” Justek: Jurnal Sains dan …, vol. 6, no. 4, pp. 403–417, 2023, [Online]. Available: https://journal.ummat.ac.id/index.php/justek/article/view/19203%0Ahttps://journal.ummat.ac.id/index.php/justek/article/download/19203/pdf

[14] J. Ahmmad, O. A. A. Al-Dayel, M. A. Khan, and T. Mahmood, “AI-assisted technology optimization in disability support systems using fuzzy rough MABAC decision-making,” Sci. Rep., vol. 15, no. 1, pp. 1–17, 2025, doi: 10.1038/s41598-025-02362-8.

[15] E. R. Siagian, “Penentuan Nilai Saham Terbaik Dalam Sistem Pendukung Keputusan Dengan Menggunakan Metode Simple Additive Weighting (SAW),” Bulletin of Information Technology (BIT), vol. 4, no. 4, pp. 508–514, 2023, doi: 10.47065/bit.v4i4.1069.

[16] P. Aulia, “IMPLEMENTASI METODE MABAC DENGAN PEMBOBOTAN METODE ENTROPY PADA SISTEM PENDUKUNG KEPUTUSAN DALAM PENENTUAN STATUS GIZI PADA BALITA,” 2024.

[17] R. Pradana, “Sistem Rekomendasi Pemilihan Keramik Berbasis Android Menggunakan Metode Fuzzy MCDM dan SAW,” Jurnal Riset Sistem Informasi Dan Teknik Informatika (JURASIK), vol. 8, no. 2, pp. 499–511, 2023, [Online]. Available: https://tunasbangsa.ac.id/ejurnal/index.php/jurasik

[18] J. Ahmmad, O. A. A. Al-Dayel, M. A. Khan, and T. Mahmood, “AI-assisted technology optimization in disability support systems using fuzzy rough MABAC decision-making,” Sci. Rep., vol. 15, no. 1, pp. 1–17, 2025, doi: 10.1038/s41598-025-02362-8.

[19] M. A. Maghriby and H. Irawan, “Analisis Persepsi Publik Mengenai Resesi Ekonomi Global 2023 Sektor Bisnis di Media Sosial Twitter Menggunakan Algoritma Naïve Bayes dan Topic Modelling,” Widya Cipta: Jurnal Sekretari dan Manajemen, vol. 7, no. 2, pp. 74–85, 2023, doi: 10.31294/widyacipta.v7i2.15577.

[20] F. Syafitri Hutasuhut and M. D. Irawan, “Implementasi Aplikasi Inventaris Barang Kantor untuk Efektivitas Aset,” Jurnal IPTEK Bagi Masyarakat, vol. 4, no. 1, pp. 1–12, 2024, doi: 10.55537/jibm.v4i1.866.

[21] J. Wang, S. Setiawansyah, and Y. Rahmanto, “Decision Support System for Choosing the Best Shipping Service for E-Commerce Using the SAW and CRITIC Methods,” Jurnal Ilmiah Informatika dan Ilmu Komputer (JIMA-ILKOM), vol. 3, no. 2, pp. 101–109, 2024, doi: 10.58602/jima-ilkom.v3i2.32.

[22] M. Hidayatullah and A. Ikhwan, “Implementasi Metode Rank Order Centroid Dan Multi Attributive Border Approximation Area Comparison Dalam Penerimaan Karyawan,” KLIK: Kajian Ilmiah Informatika dan Komputer, vol. 4, no. 6, pp. 2971–2981, 2024, doi: 10.30865/klik.v4i6.1943.

[23] M. Waruwu, “Pendekatan Penelitian Pendidikan: Metode Penelitian Kualitatif, Metode Penelitian Kuantitatif dan Metode Penelitian Kombinasi (Mixed Method),” Jurnal Pendidikan Tambusai , vol. 7, no. 1, pp. 2896–2910, 2023.

[24] E. R. Siagian, “Penentuan Nilai Saham Terbaik Dalam Sistem Pendukung Keputusan Dengan Menggunakan Metode Simple Additive Weighting (SAW),” Bulletin of Information Technology (BIT), vol. 4, no. 4, pp. 508–514, 2023, doi: 10.47065/bit.v4i4.1069.

[25] R. D. Riyanto and M. Yunus, “Sistem Pendukung Keputusan Pemberian Kredit Berbasis Web Menggunakan Kombinasi Metode Analytical Hierarchy Process (AHP) dan Simple Additive Weighting (SAW),” Jurnal Manajemen Informatika (JAMIKA), vol. 11, no. 2, pp. 102–117, 2021, doi: 10.34010/jamika.v11i2.4936.

[26] Rusman Waruwu, “Sistem Pendukung Keputusan Pemilihan Kepala Keperawatan Menggunakan Metode MABAC,” Journal of Decision Support System Research, vol. 2, no. 1, pp. 1–10, 2024, doi: 10.64366/dss.v2i1.62.

[27] P. Aulia, “IMPLEMENTASI METODE MABAC DENGAN PEMBOBOTAN METODE ENTROPY PADA SISTEM PENDUKUNG KEPUTUSAN DALAM PENENTUAN STATUS GIZI PADA BALITA,” 2024.

[28] Sari Misriana and Fajar Ratnawati, “Implementasi Metode SAW dan MABAC Pada Sistem Pendukung Keputusan Penerima Beasiswa Anak Tempatan,” Saturnus : Jurnal Teknologi dan Sistem Informasi, vol. 2, no. 4, pp. 215–235, 2024, doi: 10.61132/saturnus.v2i4.350.

Downloads

Published

31-07-2026

How to Cite

Nasution, A. Z., & Irawan, M. D. (2026). Decision Support System for Medical Equipment Supplier Selection Recommendations Using MABAC and SAW Methods. Journal of Computer Science and Informatics Engineering , 5(3), 506–519. https://doi.org/10.55537/cosie.v5i3.1873

Issue

Section

Articles