Implementation of the Analytical Hierarchy Process and Technique for Order of Preference by Similarity to Ideal Solution in Supplier Performance Measurement: A Case Study in Private Hospital

Authors

  • Reynaldi Tresnadjaja Institut Kesehatan Immanuel
  • Yuliani Yuliani Institut Kesehatan Immanuel

DOI:

https://doi.org/10.52909/jemeb.v4i2.231

Keywords:

AHP, TOPSIS, Supplier Assessment, Supplier Performance

Abstract

The assessment and selection of suppliers is a crucial and strategic decision in hospitals. This decision must be objective and clearly measurable, minimizing intuition and habitual factors. The Equipment and Material Procurement Section (PPM) in  Hospital, tasked with managing the procurement of equipment and materials, including office supplies (ATK) and printing, medical and non-medical inventories, nutritional needs, technical procurement, and household procurement, has been evaluating suppliers. However, these evaluations have not yet employed a clear and structured method. Therefore, a systematic, structured, and accountable method is needed to assess supplier performance. This study aims to evaluate the performance of vegetable suppliers for nutritional needs at Immanuel Hospital. Using an exploratory qualitative method with a case study approach, it implements a decision support system model based on the Analytical Hierarchy Process (AHP) combined with the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS). The AHP Consistency Ratio was found to be less than 0.01, indicating consistent criteria determination. The criteria for evaluating supplier performance included Supplier Responsiveness to Changes (38.6%), Delivery Reliability (28.2%), Cost Factor (11.7%), Supplier Flexibility (11.3%), and Quality (10.1%). Based on the supplier ranking determined by the TOPSIS method, SP 1 was identified as the supplier with the best performance, followed by SP 2 in second place, and SP 3 in third place.

References

Abandika, S. A. (2022). Sistem Penunjang Keputusan Penerimaan Karyawan Administrasi Rumah Sakit Syekh Yusuf Gowa Menggunakan Metode Ahp. Buletin Sistem Informasi Dan Teknologi Islam, 3(2), 96–105.https://doi.org/10.33096/busiti.v3i2.10 18

Afandi, A. (2018). Penerapan Ahp (Analytical Hierarchy Process) Terhadap Pemilihan Supplier Di UD. Nagawangi Alam Sejahtera Malang. Jurnal Valtech, 1(1), 119–124.

Alvira, R., & Rusdah, R. (2020). Sistem Penunjang Keputusan Pemilihan Supplier Bahan Baku Kertas Dengan Metode Qcdfr Dan Analytical Hierarchy Process : Studi Kasus Cv. Asaka Prima. IDEALIS : InDonEsiA JournaL Information System, 3(1), 241– 246. https://doi.org/10.36080/idealis.v3i1.18 49

Amnur, H., Sisma Putri, N., & Satria, D. (2022). Group Decision Support System untuk Menentukan Kelayakan Penerima Bantuan Sosial dengan Metode AHP (Analytical Hierarchy Process) dan Borda. JITSI : Jurnal Ilmiah Teknologi Sistem Informasi, 3(3), 94–102. https://doi.org/10.30630/jitsi.3.3.95

Cahya, M., & Wulandari, E. (2022). Mimbar Agribisnis. Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis, 9(1), 369–394.

Chamid, A. A., & Murti, A. C. (2017). Kombinasi Metode Ahp Dan Topsis Pada Sistem Pendukung Keputusan.SNATIF Ke-4, 115–119.

Christiana, A. D., & Mailoa, E. (2022). Sistem Pendukung Keputusan Penilaian Kinerja Karyawan Berbasis Website dengan Menggunakan Metode TOPSIS. Aiti, 19(1), 31–47. https://doi.org/10.24246/aiti.v19i1.31- 47

Dinulescu, R., & Dobrin, C. (2022). Applying the fuzzy analytical hierarchy process for classifying and prioritizing healthcare quality attributes.Management and Marketing, 17(1). https://doi.org/10.2478/mmcks-2022- 0002

Dwiyana, R., Sitania, F. D., & Rahayu, D. K. (2017). Pemilihan Supplier Tandan Buah Segar (TBS) Menggunakan Metode Analytical Hierarchy Process (AHP) dan TOPSIS. Prosiding Seminar Nasional Teknologi, Inovasi Dan Aplikasi Di Lingkungan Tropis, November, 89–98.

Esmaeili, M. A., Ghotbi Ravandi, M. R., & Zare, S. (2023). Assessing the impact of COVID-19 pandemic on the performance indicators of safety management using the analytic hierarchy process (AHP) in an electricity industry.Heliyon, 9(6), e16727. https://doi.org/10.1016/j.heliyon.2023. e16727

Gustina, D., & Mutiara, D. (2017). Sistem Penunjang Keputusan Pemilihan Router Mikrotik dengan Menggunakan Metode AHP (Analitycal Hierarchy Process). Jurnal Ilmiah FIFO, 9(1), 68. https://doi.org/10.22441/fifo.v9i1.1443

Hadiwijaya, N.,& Sundari,J. (2021). Penggunaan Analytical Hierarchy Process (AHP) pada Penentuan Prioritas Supplier Food Chemical di PT. Garuda Hidrotive Internasional. Elinvo (Electronics, Informatics, and Vocational Education), 5(2), 129–140. https://doi.org/10.21831/elinvo.v5i2.35 187

Hamidah, M., Mohd Hasmadi, I., Chua, L. S. L., Yong, W. S. Y., Lau, K. H., Faridah- Hanum, I., & Pakhriazad, H. Z. (2022). Development of a protocol for Malaysian Important Plant Areas criterion weights using Multi-criteria Decision Making - Analytical Hierarchy Process (MCDM-AHP). Global Ecology and Conservation, 34(January), https://doi.org/10.1016/j.gecco.2022.e0 2033

Jufri, W. Al, Triayudi, A., & Rahman, B. (2022). Penggunaan Metode AHP dan Topsis dalam Pemilihan Penyedia Suku Cadang Instalasi Perawatan Sarana Rumah Sakit. Jurnal Media Informatika Budidarma, 6(4), https://doi.org/10.30865/mib.v6i4.4497

Kaluku, M. R. A., & Pakaya, N. (2017). Penerapan Perbandingan Metode AHP-Topsis Dan ANP-Topsis Mengukur Kinerja Sumber Daya Manusia Di Gorontalo. ILKOM Jurnal Ilmiah, 9(2), 124–131. https://doi.org/10.33096/ilkom.v9i2.12 1.124-131

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Published

10-09-2025

How to Cite

Tresnadjaja, R., & Yuliani, Y. (2025). Implementation of the Analytical Hierarchy Process and Technique for Order of Preference by Similarity to Ideal Solution in Supplier Performance Measurement: A Case Study in Private Hospital. Journal of Economics, Management, Entrepreneurship, and Business (JEMEB), 4(2), 338–343. https://doi.org/10.52909/jemeb.v4i2.231