Employee Recruitment System Implementation Strategy Using The Analytical Hierarchy Process (AHP) Method (Case Study at Bank Mandiri Taspen Bandung Branch)

Authors

  • Syifa Sriwahyuni Universitas Wanita Internasional
  • Yoki Oktorian Sukardi Universitas Wanita Internasional
  • Iim Takwim Universitas Wanita Internasional

Keywords:

Academic Qualification, Personality, Technical Competence

Abstract

This study aims to design a strategy for an employee recruitment system using the Analytical Hierarchy Process (AHP) method at Bank Mandiri Taspen. The main problems in the recruitment process are high subjectivity and the absence of a structured decision support system. This study uses a qualitative descriptive approach combined with the quantitative AHP method. Data were obtained through interviews with three internal informants, then analyzed to develop a decision hierarchy structure that includes five criteria: Academic Qualifications, Academic Potential Test, Personality, Technical Competence, and Cultural Fit. Calculations were performed manually using Excel and automatically using the Expert Choice application. The results show that the Academic Qualification Criteria obtained the highest priority score of 0.4927, and Candidate 1 obtained the highest priority score of 0.6174, thus being declared the best candidate. AHP has been proven to increase the objectivity and efficiency of the selection process. Obstacles in implementing this method are the team's limited understanding of AHP and supporting applications. However, informants expressed readiness to try this method if it proves effective. In conclusion, the AHP method can be a strategic alternative in making recruitment decisions that are more measurable and transparent.

References

BOOK

Arikunto, S. (1998). Prosuder Penelitian Suatu Pendekatan Praktek. Jakarta: PT Rineka Cipta.

David, F. R. (2011). Manajemen Strategis: Konsep. Jakarta: Salemba Empat.

Ghozali, I. (2011). Aplikasi Analisis Multivariate dengan Program IBM SPSS 19. Semarang: Badan Penerbit Universitas Diponegoro.

Griffin, R. W., & Ebert, R. J. (2011). Business (10th ed.). Pearson Education.

Handoko, T. H. (2001). Manajemen Personalia dan Sumber Daya Manusia. Yogyakarta: BPFE.

Hasibuan, M. S. P. (2010). Manajemen Sumber Daya Manusia. Jakarta: Bumi Aksara.

Kaswan. (2020). Manajemen Sumber Daya Manusia Strategis. Yogyakarta: CV Andi Offset.

Kusrini. (2021). Sistem Pendukung Keputusan.

Kusnendi. (2017). Pengantar Bisnis. Bandung: Refika Aditama.

Kusumadewi, S. (2007). Analisis Pengambilan Keputusan dengan Metode AHP. Yogyakarta: Graha Ilmu.

Mangkunegara, A. A. A. P. (2015). Manajemen Sumber Daya Manusia Perusahaan. Bandung: Remaja Rosdakarya.

Nasution, S. (2009). Metodologi Penelitian Naturalistik Kualitatif. Jakarta: Bumi Aksara.

Robbins, S. P. (2013). Organizational Behavior (15th ed.). New Jersey: Pearson Education.

Simamora, H. (2004). Manajemen Sumber Daya Manusia. Yogyakarta: STIE YKPN.

Sugiyono. (2017). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.

THESIS

Fajri, A. (2021). Sistem Pendukung Keputusan Pemilihan Pegawai Terbaik Menggunakan Metode Analytical Hierarchy Process (AHP) dan Technique for Order Preference by Similarity to Ideal Solution (TOPSIS). Skripsi. Universitas Islam Negeri Raden Intan Lampung.

Faulina, N. (2022). Sistem Pendukung Keputusan Seleksi Pegawai Terbaik Menggunakan Metode AHP dan TOPSIS (Studi Kasus: PT Pelayaran Nasional Indonesia Cabang Ternate). Skripsi. Universitas Islam Negeri Sultan Maulana Hasanuddin Banten.

Hidayah, N. (2021). Sistem Pendukung Keputusan Penerimaan Pegawai Terbaik dengan Metode AHP (Analytical Hierarchy Process). Skripsi. Universitas Bina Darma Palembang.

Puspita, A. (2022). Sistem Pendukung Keputusan Seleksi Calon Pegawai Terbaik Menggunakan Metode Analytical Hierarchy Process (AHP) pada PT Bank Syariah Indonesia KC Cileungsi. Skripsi. Universitas Islam Negeri Syarif Hidayatullah Jakarta.

Rizki, A. (2022). Sistem Pendukung Keputusan Penerimaan Pegawai Menggunakan Metode Analytical Hierarchy Process (AHP) pada PT XYZ. Skripsi. Universitas Islam Negeri Raden Intan Lampung.

JOURNAL

Abdelkader, W., & Mahmoud, M. (2019). HR selection process based on MCDM using AHP.

Ahmad, S.Z., & Hussain, M. (2016). AHP of Decision Factors for African Students in UAE.

Ayhan, M.B. (2013). A Fuzzy AHP Approach for Supplier Selection.

Chandran, S., & Dahiya, R. (2018). Application of AHP in recruitment process: A case study.

Daim, T.U., Udbye, A., & Balasubramanian, A. (2013). Use of AHP for Selection of 3PL Providers.

Deshmukh, P., & Thampi, G.T. (2013). Application of AHP in HR for recruitment.

Dolan, J.G., Isselhardt, B.J., & Cappuccio, J.D. (1989). AHP in Medical Decision Making: A Tutorial.

Fadilah, N. Y., Juanita, S., & Larasati, P. (2021). Sistem Pendukung Keputusan Rekrutmen Karyawan dengan Multi Kriteria menggunakan Metode AHP dan SAW. Jurnal Sistem dan Teknologi Informasi (JUSTIN), 9(2), 158.

Ghosh, T., Chakraborty, T., & Dan, P.K. (2014). AHP-Based Metaheuristic Approach to Solve Supplier Selection Problem.

Griffin, R. W., & Ebert, R. J. (2011). Business (10th ed.). Pearson Education.

Gustian, D., Nurhasanah, M., & Arip, M. (2019). Sistem Pendukung Keputusan Seleksi Penerimaan Karyawan Dengan Metode Analytical Hierarchy Process. Jurnal Komputer Terapan, 5(2), 1–12.

Hasan, A. (2020). Sistem Pendukung Keputusan Pemenang E-Procurement di ULP Kab. Situbondo dengan Metode Simple Additive Weighting. Jurnal Ilmiah Penelitian dan Pembelajaran Informatika, 5(1), 1–10.

Hossain, M. M., & Sultana, R. (2019). Employee selection using AHP method: A case study of Bangladeshi firm.

Ismail, M. M., Abdelhady, H. R., & Emad, M. (2024). Multi-Criteria Decision-Making Techniques: A Comprehensive Review of Methodologies and Applications. International Journal of Computers and Informatics, 2, 27–38.

Ishizaka, A., & Labib, A. (2009). Analytic Hierarchy Process and Expert Choice: Benefits and Limitations. OR Insight, 22(4), 201–220.

Jaberidoost, M., Olfat, L., Hosseini, A., et al. (2015). Pharmaceutical Supply Chain Risk Assessment in Iran Using AHP and SAW.

Jasril, E., & Afrianty, I. (2023). Sistem Pendukung Keputusan (SPK) Pemilihan Karyawan Terbaik Menggunakan Metode Fuzzy AHP (F-AHP). Seminar Nasional Aplikasi Teknologi Informasi (SNATI), 24–30.

Jayant, A., Gupta, P., & Garg, S.K. (2011). ANP to Evaluate Supply Chain Strategies.

Jayasena, N.S., Mallawaarachchi, H., & De Silva, L. (2020). Environmental Sustainability of Facilities Management.

Julhani, S. W., & Limansyah, H. (2022). Perekrutan Karyawan Baru Berbasis Web Dengan Menerapkan Metode Analytical Hierarchy Process (AHP). Sistem Pendukung Keputusan dengan Aplikasi, 1(2), 89–99.

Karthikeyan, P., et al. (2014). Personnel selection using AHP.

Kip, M., et al. (2019). AHP in Healthcare Research: A Systematic Review.

Kurnia, D. (2021). Rekrutmen Karyawan Baru Berbasis Metode Analytical Hierarchy Process (AHP). Jurnal Teknoif Teknik Informatika Institut Teknologi Padang, 9(2), 64–72.

Mohammadi, M. (2022). Unified Bayesian Frameworks for Multi-criteria Decision-making Problems. arXiv preprint arXiv:2208.13390.

Mousavi, S. M., et al. (2016). A comprehensive decision-making model for human resources management using AHP.

Najafi, A., & Mirzaei, S. (2025). RMCDA: The comprehensive R library for applying multi-criteria decision analysis methods. arXiv preprint arXiv:2502.08677.

Rai, A., & Prakash, A. (2021). Application of AHP in selecting job candidates.

Rasoanaivo, R. G., Yazdani, M., Zaraté, P., & Fateh, A. (2024). Combined Compromise for Ideal Solution (CoCoFISo): a multi-criteria decision-making based on the CoCoSo method algorithm. arXiv preprint arXiv:2405.02324.

Saaty, T. L. (1980). The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation. New York: McGraw-Hill.

Saaty, T. L. (1986). Axiomatic Foundation of the Analytic Hierarchy Process. Management Science, 32(7), 841–855.

Saaty, T. L. (1987). The Analytic Hierarchy Process—What It Is and How It Is Used. Mathematical Modelling, 9(3–5), 161–176.

Saaty, T. L. (2008). Decision Making with the Analytic Hierarchy Process. International Journal of Services Sciences, 1(1), 83–98.

Salomon, V.A.P., Tramarico, C.L., & Marins, F.A.S. (2016). AHP Applied to Supply Chain Management.

Singh, A., & Bhattacharya, J. (2016). AHP-based decision support system for recruitment.

Sinurat, R. M., Tarigan, I. J., Yap, R., Nasution, S., & Alasi, T. S. (2023). Sistem Pendukung Keputusan Pemilihan Karyawan Terbaik Di PT. ABC Menggunakan Metode Analytical Hierarchy Process (AHP). Jurnal Armada Informatika, 7(1), 22–30.

Stevan, Trisnawarman, D., & Sutrisno, T. (2020). Sistem Penunjang Keputusan Pemilihan Karyawan dengan Menggunakan Analytic Hierarchy Process. Jurnal Ilmu Komputer dan Sistem Informasi, 8(1), 186–192.

Umar, M., & Basri, S. (2017). Decision support system for employee recruitment using AHP.

Wang, H., Zhang, F., & Mu, C. (2025). One for All: A General Framework of LLMs-based Multi-Criteria Decision Making on Human Expert Level. arXiv preprint arXiv:2502.15778.

Yilmaz, B., & Dağdeviren, M. (2011). Human resource selection using AHP: A case study

Downloads

Published

2025-10-07

How to Cite

Sriwahyuni, S., Oktorian Sukardi, Y., & Takwim, I. (2025). Employee Recruitment System Implementation Strategy Using The Analytical Hierarchy Process (AHP) Method (Case Study at Bank Mandiri Taspen Bandung Branch). Journal of Student Collaboration Research, 2(3), 366–380. Retrieved from https://myjournal.or.id/index.php/JSCR/article/view/429