Figure 1 Research process A flowchart illustrating the research process from qualitative study to quantitative study. The flowchart illustrates the research process starting with a qualitative study. The process begins with qualitative findings, which lead to construct development. This is fol... More about this image found in Research process A flowchart illustrating the research process from qual...

Figure 2 The research model A diagram of the research model showing relationships between various factors affecting trust in the information system. The diagram illustrates a research model depicting the relationships between various factors affecting trust in the information system. The model... More about this image found in The research model A diagram of the research model showing relationships...

Figure 3 Structural model. Note: *p < 0.05, **p < 0.01, ***p < 0.001 A structural model diagram illustrating the relationships between various antecedents, risks, network of trust, and trust in the information system. A structural model diagram illustrating the relationships between various antecedents, risks, network of trust, and trust in the information system. The diagram is divided into several sections. On the left, there are antecedents including performance expectancy, transparency, social influence, and safety. These antecedents are connected to risks, which are further divided into financial risks and identity theft risks. The risks are then linked to a network of trust, which includes trust in the Internet and trust in the community of Internet users. These elements are connected to trust in the information system, trust in the provider, and control variables such as age, gender, digital literacy, and country. The diagram uses arrows to indicate the direction of influence and includes statistical significance markers such as *p < 0.05, **p < 0.01, and ***p < 0.001. More about this image found in Structural model. Note: *p < 0.05, **p...

Figure 4 (a): Effects of risks and performance expectancy on trust in the information system; (b): Effects of risks and transparency on trust in the Internet; (c): Effects of risks and social influence on trust in the community of Internet users Three line graphs showing effects of risks on tru... More about this image found in (a): Effects of risks and performance expectancy on trust in the informatio...

Figure 1 Taxonomic categorisation of SCRes dimensions. Source: Authors A diagram of supply chain resilience dimensions and tools. The diagram illustrates the categorization of supply chain resilience dimensions and the tools associated with them. At the top, three main dimensions are identifie... More about this image found in Taxonomic categorisation of SCRes dimensions. Source: Authors A diagram ...

Figure 2 Methodology. Source: Authors A flowchart illustrating the methodology for identifying and analyzing dimensions and elements of SCRes. The flowchart begins with a literature review and experts' opinions to identify dimensions and elements of SCRes. This leads to the identification of t... More about this image found in Methodology. Source: Authors A flowchart illustrating the methodology fo...

Figure 3 Influence matrix. Source: Authors A table comparing the influence of various digital tools and resilience factors. The table presents an influence matrix that categorizes and compares different digital tools and resilience factors. It is divided into six main columns: Emerging Digital... More about this image found in Influence matrix. Source: Authors A table comparing the influence of var...

Figure 4 Interdependencies among elements affecting supply chain resilience. Source: Authors A diagram illustrating the interdependencies among elements affecting supply chain resilience. The diagram illustrates the interdependencies among various elements affecting supply chain resilience. It... More about this image found in Interdependencies among elements affecting supply chain resilience. Source:...

Figure 5 An excerpt showing pairwise comparisons of an industrial expert. Source: Authors A table comparing the impact of digital tools and supply chain resilience factors on agility and flexibility. The table presents pairwise comparisons of the impact of various digital tools and supply chai... More about this image found in An excerpt showing pairwise comparisons of an industrial expert. Source: Au...

Figure 6 Comparison of priorities 2023–2025 for elements. Source: Authors A bar graph comparing priorities for various elements between the years 2023 and 2025. A horizontal bar graph compares priorities for various elements between the years 2023 and 2025. The horizontal axis represents the p... More about this image found in Comparison of priorities 2023–2025 for elements. Source: Authors A bar g...

Figure 1 Research model. Source(s): Authors’ own creation/work A diagram illustrating the relationships between digital twin technology, information transparency, collaborative decision-making, operations management efficiency, and organizational digital readiness. A diagram representing a r... More about this image found in Research model. Source(s): Authors’ own creation/work A diagram illust...

Figure 2 Structural model results with β values. Source(s): Authors’ own creation/work A structural model diagram with labeled components and values. The structural model diagram features several interconnected components represented by circles and rectangles. The central circles labeled DTT, IT, CDM, OME, and ODR are connected by arrows indicating relationships and directional flow. Each central component has multiple arrows leading to and from smaller rectangles labeled with specific identifiers such as DTT1 to DTT9, IT1 to IT7, CDM1 to CDM5, OME1 to OME6, and ODR1 to ODR6. The arrows are annotated with numerical values and parentheses indicating statistical significance. The diagram illustrates the interactions and dependencies between different factors in the model. The overall structure shows how various elements contribute to the central components and how these components influence each other. More about this image found in Structural model results with β values. Source(s): Autho...

Figure 3 Moderating effect of ODR. Source(s): Authors’ own creation/work A line graph titled ODR x DTT showing the relationship between DTT and OME at different levels of ODR. The line graph titled ODR x DTT presents the relationship between DTT (x-axis) and OME (y-axis) at three different l... More about this image found in Moderating effect of ODR. Source(s): Authors’ own creation/work A line...

Figure 4 Scatter plots of the predictor variables versus OME. Source(s): Authors’ own creation/work Multiple scatter plots showing predictor variables versus OME. Five scatter plots depict predictor variables versus OME. Each plot has a distinct title indicating the specific predictor variab... More about this image found in Scatter plots of the predictor variables versus OME. Source(s): Authors’ ...