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A Hybrid Multi-Criteria Approach for Evaluation and Selection of Sustainable Suppliers in the Avionics Industry of Pakistan

Author

Listed:
  • Noor Muhammad

    (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China)

  • Zhigeng Fang

    (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China)

  • Syed Ahsan Ali Shah

    (School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210016, China)

  • Muhammad Azeem Akbar

    (College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China)

  • Ahmed Alsanad

    (STC’s Artificial Intelligence Chair, Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh 11451, Saudi Arabia)

  • Abdu Gumaei

    (STC’s Artificial Intelligence Chair, Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh 11451, Saudi Arabia)

  • Yasir Ahmed Solangi

    (School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210016, China)

Abstract

Reliability and quality are the two ultimate objectives in the avionics industry. The risk of counterfeit electronics and the unavailability of screening facilities for 100% components are the most concerning areas in the supply chain of the avionics industry. Unlike most public procurement, the cost is not the only significant criterion. Unbiased decision-making criteria to accommodate all the important factors without compromising on quality, reliability, and maintainability are essential for the evaluation and selection of sustainable suppliers. Therefore, this study proposes an unbiased decision methodology based on the fuzzy analytic hierarchy process (FAHP) and the fuzzy technique for order performance by similarity to ideal solution (FTOPSIS). In the first phase, six main and twenty-one sub-criteria are selected from the literature and empirically validated by experts of the avionics industry. FAHP is used to evaluate the weight of the main criteria and sub-criteria. FTOPSIS is used to prioritize eight alternatives (suppliers) concerning their effectiveness and superiority in finding the best alternatives. The results of the FAHP reveal that traceability (T) is the most important criterion, followed by quality (Q), and cost (C), which rank as the second and third most significant criteria. The results of the FTOPSIS rate supplier 8, supplier 2, and supplier 1 as the first, second, and third most effective suppliers, respectively.

Suggested Citation

  • Noor Muhammad & Zhigeng Fang & Syed Ahsan Ali Shah & Muhammad Azeem Akbar & Ahmed Alsanad & Abdu Gumaei & Yasir Ahmed Solangi, 2020. "A Hybrid Multi-Criteria Approach for Evaluation and Selection of Sustainable Suppliers in the Avionics Industry of Pakistan," Sustainability, MDPI, vol. 12(11), pages 1-22, June.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:11:p:4744-:d:369832
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    References listed on IDEAS

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    1. Jiang, Hongwei, 2013. "Service quality of low-cost long-haul airlines – The case of Jetstar Airways and AirAsia X," Journal of Air Transport Management, Elsevier, vol. 26(C), pages 20-24.
    2. Blum, Johannes, 2019. "Arms production, national defense spending and arms trade: Examining supply and demand," European Journal of Political Economy, Elsevier, vol. 60(C).
    3. Yasir Ahmed Solangi & Qingmei Tan & Muhammad Waris Ali Khan & Nayyar Hussain Mirjat & Ifzal Ahmed, 2018. "The Selection of Wind Power Project Location in the Southeastern Corridor of Pakistan: A Factor Analysis, AHP, and Fuzzy-TOPSIS Application," Energies, MDPI, vol. 11(8), pages 1-26, July.
    4. Agnieszka Konys, 2019. "Green Supplier Selection Criteria: From a Literature Review to a Comprehensive Knowledge Base," Sustainability, MDPI, vol. 11(15), pages 1-41, August.
    5. Muhammad Junaid & Ye Xue & Muzzammil Wasim Syed & Ji Zu Li & Muhammad Ziaullah, 2019. "A Neutrosophic AHP and TOPSIS Framework for Supply Chain Risk Assessment in Automotive Industry of Pakistan," Sustainability, MDPI, vol. 12(1), pages 1-26, December.
    6. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    7. Peng Jiang & Yi‐Chung Hu & Ghi‐Feng Yen & Shu‐Ju Tsao, 2018. "Green supplier selection for sustainable development of the automotive industry using grey decision‐making," Sustainable Development, John Wiley & Sons, Ltd., vol. 26(6), pages 890-903, November.
    8. Alikhani, Reza & Torabi, S. Ali & Altay, Nezih, 2019. "Strategic supplier selection under sustainability and risk criteria," International Journal of Production Economics, Elsevier, vol. 208(C), pages 69-82.
    9. Chin-Tsai Lin & Kuang-Peng Hung & Shu-Hsien Hu, 2018. "A Decision-Making Model for Evaluating and Selecting Suppliers for the Sustainable Operation and Development of Enterprises in the Aerospace Industry," Sustainability, MDPI, vol. 10(3), pages 1-21, March.
    10. Fu, Yan-Kai, 2019. "An integrated approach to catering supplier selection using AHP-ARAS-MCGP methodology," Journal of Air Transport Management, Elsevier, vol. 75(C), pages 164-169.
    11. Azimifard, Arezoo & Moosavirad, Seyed Hamed & Ariafar, Shahram, 2018. "Selecting sustainable supplier countries for Iran's steel industry at three levels by using AHP and TOPSIS methods," Resources Policy, Elsevier, vol. 57(C), pages 30-44.
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    2. Mustafa S. Al-Tekreeti & Salwa M. Beheiry & Vian Ahmed, 2021. "A Framework for Assessing Commitment Indicators in Sustainable Development Decisions," Sustainability, MDPI, vol. 13(9), pages 1-21, May.

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