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

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.

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“…The mixed methods research combines qualitative and quantitative methodologies in a single study (Timans et al, 2019;Meixner & Hathcoat, 2019;Dawadi et al, 2021;Ngulube & Ngulube, 2022;). In other words, using mixed methods enables researchers to provide adequate depth and breadth of answers to research questions (Brecht, 2022;Dawadi et al, 2021;Fadil et al, 2023;Herr et al, 2022;Meixner & Hathcoat, 2019;Popa et al, 2020). To collect the required data, the researchers consulted both primary and secondary sources of data.…”