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A Mixed-Method Approach to Determine the Successful Factors Affecting the Criticality Level of Intermediate and Final Products on National Basis: A Case Study from Saudi Arabia

Author

Listed:
  • Aiman Fadil

    (Faculty of Mechanical and Manufacturing Engineering, Dublin City University, D09 W6F4 Dublin, Ireland)

  • Paul Davis

    (Business School, Dublin City University, D09 E432 Dublin, Ireland)

  • John Geraghty

    (Faculty of Mechanical and Manufacturing Engineering, Dublin City University, D09 W6F4 Dublin, Ireland)

Abstract

COVID-19, Brexit, war, and some other similar cases will leave/have left us with a lesson that has had an impact on the supply chains of almost all product types. Countries have now recognized that some products cannot be sustained in a situation of uncertainty. This research covers the gap in understanding and identifying the successful factors affecting the criticality level of supply required of intermediate and final products (IFP) at the national level. It investigates the relationship between two factors: the casual factor supply risk (independent factor); and the impacted (dependent factors) political, economic, sociocultural, and technological (PEST) factors in terms of identifying critical products using the principle of Resource Dependency Theory (RDT). A literature review was conducted, followed by a mixed-method approach. Semi-structured interviews with 23 Saudi experts were carried out initially; then, a questionnaire was shared with 152 Saudi experts in different sectors. The qualitative study identified 30 key measurement variables for both factors, in which 19 variables were confirmed using the factor analysis (FA) technique.

Suggested Citation

  • Aiman Fadil & Paul Davis & John Geraghty, 2023. "A Mixed-Method Approach to Determine the Successful Factors Affecting the Criticality Level of Intermediate and Final Products on National Basis: A Case Study from Saudi Arabia," Sustainability, MDPI, vol. 15(7), pages 1-29, March.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:7:p:6023-:d:1112171
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    as
    1. Blengini, Gian Andrea & Nuss, Philip & Dewulf, Jo & Nita, Viorel & Peirò, Laura Talens & Vidal-Legaz, Beatriz & Latunussa, Cynthia & Mancini, Lucia & Blagoeva, Darina & Pennington, David & Pellegrini,, 2017. "EU methodology for critical raw materials assessment: Policy needs and proposed solutions for incremental improvements," Resources Policy, Elsevier, vol. 53(C), pages 12-19.
    2. Hashimzade, Nigar & Myles, Gareth & Black, John, 2017. "A Dictionary of Economics," OUP Catalogue, Oxford University Press, edition 5, number 9780198759430.
    3. Jin, Yanya & Kim, Junbeum & Guillaume, Bertrand, 2016. "Review of critical material studies," Resources, Conservation & Recycling, Elsevier, vol. 113(C), pages 77-87.
    4. Glöser, Simon & Tercero Espinoza, Luis & Gandenberger, Carsten & Faulstich, Martin, 2015. "Raw material criticality in the context of classical risk assessment," Resources Policy, Elsevier, vol. 44(C), pages 35-46.
    5. Breisinger, Clemens & Ecker, Olivier & Maystadt, Jean-François & Trinh Tan, Jean-François & Al-Riffai, Perrihan & Bouzar, Khalida & Sma, Abdelkarim & Abdelgadir, Mohamed, 2014. "Food security policies for building resilience to conflict," IFPRI book chapters, in: Fan, Shenggen & Pandya-Lorch, Rajul & Yosef, Sivan (ed.), 2013 Global Food Policy Report, chapter 5, International Food Policy Research Institute (IFPRI).
    6. Xiaoyue Du & T. E. Graedel, 2011. "Global Rare Earth In‐Use Stocks in NdFeB Permanent Magnets," Journal of Industrial Ecology, Yale University, vol. 15(6), pages 836-843, December.
    7. Roelich, Katy & Dawson, David A. & Purnell, Phil & Knoeri, Christof & Revell, Ruairi & Busch, Jonathan & Steinberger, Julia K., 2014. "Assessing the dynamic material criticality of infrastructure transitions: A case of low carbon electricity," Applied Energy, Elsevier, vol. 123(C), pages 378-386.
    8. Helbig, Christoph & Wietschel, Lars & Thorenz, Andrea & Tuma, Axel, 2016. "How to evaluate raw material vulnerability - An overview," Resources Policy, Elsevier, vol. 48(C), pages 13-24.
    9. Liao, Shujie & Wang, Fengxia & Wu, Ting & Pan, Wei, 2016. "Crude oil price decision under considering emergency and release of strategic petroleum reserves," Energy, Elsevier, vol. 102(C), pages 436-443.
    10. Galos, Krzysztof & Lewicka, Ewa & Burkowicz, Anna & Guzik, Katarzyna & Kot-Niewiadomska, Alicja & Kamyk, Jarosław & Szlugaj, Jarosław, 2021. "Approach to identification and classification of the key, strategic and critical minerals important for the mineral security of Poland," Resources Policy, Elsevier, vol. 70(C).
    11. Lutz Kilian, 2008. "Exogenous Oil Supply Shocks: How Big Are They and How Much Do They Matter for the U.S. Economy?," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 216-240, May.
    12. Manoj Hudnurkar & Urvashi Rathod & Suresh Kumar Jakhar, 2016. "Multi-criteria decision framework for supplier classification in collaborative supply chains," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 65(5), pages 622-640, June.
    13. Bradley Jones, 2018. "Central Bank Reserve Management and International Financial Stability—Some Post-Crisis Reflections," IMF Working Papers 2018/031, International Monetary Fund.
    14. Gupta, Eshita, 2008. "Oil vulnerability index of oil-importing countries," Energy Policy, Elsevier, vol. 36(3), pages 1195-1211, March.
    15. Achzet, Benjamin & Helbig, Christoph, 2013. "How to evaluate raw material supply risks—an overview," Resources Policy, Elsevier, vol. 38(4), pages 435-447.
    16. Felipe Sanchez Garzon & Manon Enjolras & Mauricio Camargo & Laure Morel, 2019. "A green procurement methodology based on Kraljic Matrix for supplier`s evaluation and selection: a case study from the chemical sector," Post-Print hal-02151353, HAL.
    17. Manoj Hudnurkar & Urvashi Rathod & Suresh Kumar Jakhar, 2016. "Multi-criteria decision framework for supplier classification in collaborative supply chains," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 65(5), pages 622-640, June.
    18. Lino Briguglio & Gordon Cordina & Nadia Farrugia & Stephanie Vella, 2009. "Economic Vulnerability and Resilience: Concepts and Measurements," Oxford Development Studies, Taylor & Francis Journals, vol. 37(3), pages 229-247.
    19. Zhang, Xiao-Bing & Qin, Ping & Chen, Xiaolan, 2017. "Strategic oil stockpiling for energy security: The case of China and India," Energy Economics, Elsevier, vol. 61(C), pages 253-260.
    20. Arendt, Rosalie & Muhl, Marco & Bach, Vanessa & Finkbeiner, Matthias, 2020. "Criticality assessment of abiotic resource use for Europe– application of the SCARCE method," Resources Policy, Elsevier, vol. 67(C).
    21. Xiaodong Guo & Chen Hao & Shuwen Niu, 2020. "Analysis of Oil Import Risk and Strategic Petroleum Reserve: The Case of China," Sustainability, MDPI, vol. 12(9), pages 1-20, May.
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