Integrating AHP and SAW for sustainable supplier selection in green supply chains
a post-pandemic esg perspective
DOI:
https://doi.org/10.14488/BJOPM.3028.2025Keywords:
AHP, SAW, ESG, Green Supply Chain, Sustainable Supplier Selection, Multi Criteria Decision MakingAbstract
The growing emphasis on sustainability and resilience in the post pandemic era has increased the need for supplier evaluation models that incorporate Environmental, Social, and Governance criteria. However, existing approaches often lack a structured and quantitative method for integrating ESG indicators into procurement decisions. This study proposes a hybrid decision making framework based on the Analytic Hierarchy Process and Simple Additive Weighting to support ESG based supplier selection in green supply chains. The AHP method was used to derive weights for three ESG dimensions and nine sub criteria through pairwise comparisons provided by five experts. The SAW method was applied to evaluate the performance of five suppliers using normalized ESG metrics. The results show that the Environmental dimension received the highest weight, reflecting organizational priorities in carbon reduction and resource efficiency. Supplier S3 achieved the highest overall score due to strong performance across the most influential ESG indicators. Sensitivity analysis confirmed the stability of the model under alternative weighting scenarios. This study contributes to the literature by operationalizing ESG criteria within a transparent and replicable multi criteria framework and provides practical guidance for organizations seeking to implement sustainability oriented supplier selection.
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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
Alam, S. T., Ahmed, S., Ali, S. M., Sarker, S., Kabir, G., & ul-Islam, A. (2021). Challenges to COVID-19 vaccine supply chain: Implications for sustainable development goals. International Journal of Production Economics, 239(April), 108193. https://doi.org/10.1016/j.ijpe.2021.108193
Aldowaish, A., Kokuryo, J., Almazyad, O., & Goi, H. C. (2022). Environmental, Social, and Governance Integration into the Business Model: Literature Review and Research Agenda. Sustainability (Switzerland), 14(5). https://doi.org/10.3390/su14052959
Aouadni, S., Aouadni, I., & Rebaï, A. (2019). A systematic review on supplier selection and order allocation problems. Journal of Industrial Engineering International, 15(s1), 267–289. https://doi.org/10.1007/s40092-019-00334-y
Awasthi, A., Chauhan, S. S., & Goyal, S. K. (2010). A fuzzy multicriteria approach for evaluating environmental performance of suppliers. International Journal of Production Economics, 126(2), 370–378. https://doi.org/10.1016/j.ijpe.2010.04.029
Azadnia, A. H., Saman, M. Z. M., & Wong, K. Y. (2015). Sustainable supplier selection and order lot-sizing: An integrated multi-objective decision-making process. International Journal of Production Research, 53(2), 383–408. https://doi.org/10.1080/00207543.2014.935827
Belton, V., & Stewart, T. J. (2002). Multiple Criteria Decision Analysis: An Integrated Approach. Springer New York. https://doi.org/https://doi.org/10.1007/978-1-4615-1495-4
Caristi, G., Boffardi, R., Ciliberto, C., Arbolino, R., & Ioppolo, G. (2022). Multicriteria Approach for Supplier Selection: Evidence from a Case Study in the Fashion Industry. Sustainability (Switzerland), 14(13), 1–21. https://doi.org/10.3390/su14138038
Eccles, R. G., & Klimenko, S. (2019). The investor revolution : shareholders are getting serious about sustainability. Harvard Business Review, 97(3), 106–116.
Friede, G., Busch, T., & Bassen, A. (2015). ESG and financial performance: aggregated evidence from more than 2000 empirical studies. Journal of Sustainable Finance and Investment, 5(4), 210–233. https://doi.org/10.1080/20430795.2015.1118917
Golan, M. S., Jernegan, L. H., & Linkov, I. (2020). Trends and applications of resilience analytics in supply chain modeling: systematic literature review in the context of the COVID-19 pandemic. In Environment Systems and Decisions (Vol. 40, Issue 2, pp. 222–243). https://doi.org/10.1007/s10669-020-09777-w
Govindan, K., Khodaverdi, R., & Jafarian, A. (2013). A fuzzy multi criteria approach for measuring sustainability performance of a supplier based on triple bottom line approach. Journal of Cleaner Production, 47, 345–354. https://doi.org/10.1016/j.jclepro.2012.04.014
Ho, W., Xu, X., & Dey, P. K. (2010). Multi-criteria decision making approaches for supplier evaluation and selection: A literature review. European Journal of Operational Research, 202(1), 16–24. https://doi.org/10.1016/j.ejor.2009.05.009
Hwang, C.-L., & Yoon, K. (1981). Multiple Attribute Decision Making: Methods and Applications A State-of-the-Art Survey. Springer-Verlag.
Ivanov, D., & Dolgui, A. (2020). Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak. International Journal of Production Research, 58(10), 2904–2915. https://doi.org/10.1080/00207543.2020.1750727
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.v9i2.121.124-131
Kaluku, M. R. A., & Pakaya, N. (2020). Penerapan Metode AHP-Topsis untuk Mengukur Tingkat Kesejahteraan Masyarakat Pesisir. ILKOM Jurnal Ilmiah, 12(3), 191–199. https://doi.org/10.33096/ilkom.v12i3.652.191-199
Kannan, G., & Haq, A. N. (2007). Analysis of interactions of criteria and sub-criteria for the selection of supplier in the built-in-order supply chain environment. International Journal of Production Research, 45(17), 3831–3852. https://doi.org/10.1080/00207540600676676
Pal, O., Gupta, A. K., & Garg, R. K. (2013). Supplier_Selection_Review_2013. International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering, 7(10), 2667–2673.
Parthiban, P., Zubar, H. A., & Garge, C. P. (2012). A multi criteria decision making approach for suppliers selection. Procedia Engineering, 38, 2312–2328. https://doi.org/10.1016/j.proeng.2012.06.277
Primacintya, V. A., & Kusuma, I. W. (2025). Environmental, social and governance (ESG) performance and earnings management: the role of gender diversity. Asian Journal of Accounting Research, 10(3), 294–314. https://doi.org/10.1108/AJAR-12-2023-0414
Remko, van H. (2020). Research opportunities for a more resilient post-COVID-19 supply chain – closing the gap between research findings and industry practice. International Journal of Operations and Production Management, 40(4), 341–355. https://doi.org/10.1108/IJOPM-03-2020-0165
Saaty, T. L. (1980). The Analytic Hierarchy Process: Planning, Priority Setting, Resources Allocation. McGraw-Hill.
Saaty, T. L., & Vargas, L. G. (2013). Decision Making with the Analytic Network Process: Economic, Political, Social and Technological Applications with Benefits, Opportunities, Costs and Risks. Springer New York. https://doi.org/https://doi.org/10.1007/978-1-4614-7279-7
Sarasati, B. A., & Dachyar, M. (2021). Green supplier selection using fuzzy approach of AHP and VIKOR-a case study in an Indonesian pharmaceutical company. Proceedings of the International Conference on Industrial Engineering and Operations Management, 1527–1537. https://doi.org/10.46254/an11.20210300
Scott, J., Ho, W., Dey, P. K., & Talluri, S. (2015). A decision support system for supplier selection and order allocation in stochastic, multi-stakeholder and multi-criteria environments. International Journal of Production Economics, 166, 226–237. https://doi.org/10.1016/j.ijpe.2014.11.008
Setyoko, A. T., Erliza, A., Michael Alfonsus, L. S. S., & Sucipto, D. S. (2021). Strategic Adaptation to Response the Covid-19 Pandemic: A Case Study of Automotive Spare Parts Company in Indonesia. Proceedings of the International Conference on Industrial Engineering and Operations Management, 922–932. https://doi.org/10.46254/eu04.20210424
Srivastava, S. K. (2007). Green supply-chain management: A state-of-the-art literature review. International Journal of Management Reviews, 9(1), 53–80. https://doi.org/10.1111/j.1468-2370.2007.00202.x
Subramanian, N., & Ramanathan, R. (2012). A review of applications of Analytic Hierarchy Process in operations management. International Journal of Production Economics, 138(2), 215–241. https://doi.org/10.1016/j.ijpe.2012.03.036
Taherdoost, H. (2023). Analysis of Simple Additive Weighting Method (SAW) as a Multi- Attribute Decision-Making Technique: A Step-by-Step Guide. Journal of Management Science & Engineering Research, 6(1), 21–24. https://doi.org/https://doi.org/10.30564/jmser.v6i1.5400
Truant, E., Borlatto, E., Crocco, E., & Sahore, N. (2024). Environmental, social and governance issues in supply chains. A systematic review for strategic performance. Journal of Cleaner Production, 434(October 2023), 140024. https://doi.org/10.1016/j.jclepro.2023.140024
Ulutaş, A., Topal, A., & Bakhat, R. (2019). An Application of Fuzzy Integrated Model in Green Supplier Selection. Mathematical Problems in Engineering, 2019. https://doi.org/10.1155/2019/4256359
Utama, D. M. (2021). AHP and TOPSIS Integration for Green Supplier Selection: A Case Study in Indonesia. Journal of Physics: Conference Series, 1845(1). https://doi.org/10.1088/1742-6596/1845/1/012015
Yu, M. C., & Su, M. H. (2017). Using fuzzy DEA for green suppliers selection considering carbon footprints. Sustainability (Switzerland), 9(4). https://doi.org/10.3390/su9040495
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Copyright (c) 2025 Moh Ramdhan Arif Kaluku, Melda Gienardy, Priska Arindya Purnama, Heny Ariwijaya

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