## 4 Results
### Results of the Multi-Criteria Analysis  
The AHP methodology was first applied to the criteria as per step 1 in the methodology, to reduce the number of criteria from 11 to 7 based on a weight cut-off limit of 0.05. Table 8 shows the AHP pairwise comparison between the decision criteria as well as the final criteria weights and ranks. The four criteria with the minimum weights were excluded from the analysis. The consistency ratio of the AHP analysis was 0.05423, and hence, the analysis was considered consistent. After the exclusion of the four least weighted criteria, the criteria code numbering was redone according to Table 9.  
The FAHP was then applied as per step 2 of the methodology to the seven criteria to deduce their weights. These weights calculated using FAHP will be used in their fuzzy form in the FTOPSIS (step 3 of the methodology) to rank the enabling elements of the pillars of digital infrastructure. Table 10 shows the FAHP pairwise comparison of the 7 MCA criteria after eliminating the four least-weighted criteria. The fuzzy, defuzzified, and normalized weights of the criteria calculated using FAHP are indicated in Table 11. \begin{table}
\begin{tabular}{c c c c c c c c} \hline \hline  & **C1** & **C2** & **C3** & **C4** & **C5** & **C6** & **C7** \\ \hline
**C1** & (1,1,1) & (1/4,1/3,1/2) & (1,1,1) & (1,1,1) & (1,1,1) & (1,1,1) & (2,3,A) \\ \hline
**C2** & (2,3,4) & (1,1,1) & (2,3,4) & (1,1,1) & (2,3,4) & (2,3,4) & (4,5,6) \\ \hline
**C3** & (1,1,1) & (1/4,1/3,1/2) & (1,1,1) & (1/4,1/3,1/2) & (1,1,1) & (1,1,1) & (1,1,1) \\ \hline
**C4** & (1,1,1) & (1,1,1) & (2,3,4) & (1,1,1) & (2,3,4) & (1,1,1) & (2,3,4) \\ \hline
**C5** & (1,1,1) & (1/4,1/3,1/2) & 1 & (1/4,1/3,1/2) & (1,1,1) & (1,1,1) & (2,3,4) \\ \hline \hline \end{tabular}
\end{table} 
Table 10: FAHP pairwise comparison of criteria. \begin{table}
\begin{tabular}{c c c c c c c c c c c c c c c} \hline \hline  & **C1** & **C2** & **C3** & **C4** & **C5** & **C6** & **C7** & **C8** & **C9** & **C10** & **C11** & **Weight** & **Rank** & **Included/Excluded** \\ \hline
**C1** & 1 & 1/3 & 1 & 1/3 & 3 & 5 & 3 & 1/3 & 5 & 3 & 5 & 0.1029 & 4 & Included \\ \hline
**C2** & 3 & 1 & 3 & 1 & 7 & 7 & 3 & 1 & 7 & 5 & 7 & 0.1995 & 1 & Included \\ \hline
**C3** & 1 & 1/3 & 1 & 1/3 & 5 & 3 & 1 & 1/3 & 3 & 3 & 3 & 0.0829 & 5 & Included \\ \hline
**C4** & 3 & 1 & 3 & 1 & 7 & 7 & 3 & 1 & 5 & 5 & 5 & 0.1907 & 2 & Included \\ \hline
**C5** & 1/3 & 1/7 & 1/5 & 1/7 & 1 & 1 & 1/3 & 1/5 & 3 & 1/3 & 3 & 0.0341 & 8 & Excluded \\ \hline
**C6** & 1/5 & 1/7 & 1/3 & 1/7 & 1 & 1 & 1/3 & 1/5 & 1 & 1/3 & 3 & 0.0293 & 9 & Excluded \\ \hline
**C7** & 1/3 & 1/3 & 1 & 1/3 & 3 & 3 & 1 & 1/3 & 5 & 1 & 5 & 0.0743 & 6 & Included \\ \hline
**C8** & 3 & 1 & 3 & 1 & 5 & 5 & 3 & 1 & 5 & 5 & 5 & 0.1806 & 3 & Included \\ \hline
**C9** & 1/5 & 1/7 & 1/3 & 1/5 & 1/3 & 1 & 1/5 & 1/5 & 1 & 1/3 & 3 & 0.0279 & 10 & Excluded \\ \hline
**C10** & 1/3 & 1/5 & 1/3 & 1/5 & 3 & 3 & 1 & 1/5 & 3 & 1 & 5 & 0.0576 & 7 & Included \\ \hline
**C11** & 1/5 & 1/7 & 1/3 & 1/5 & 1/3 & 1/3 & 1/5 & 1/3 & 1/5 & 1 & 0.0201 & 11 & Excluded \\ \hline
**Sum** & 12.6 & 4.77 & 13.5 & 4.89 & 35.67 & 36.3 & 16.07 & 5 & 38.3 & 24.2 & 45 & 1 & - & - \\ \hline \hline \end{tabular}
\end{table} 
Table 8: Criteria Weights and Ranks based on AHP pairwise comparison of criteria. \begin{table}
\begin{tabular}{c c c} \hline \hline
**New Criteria Code** & **Project Management Success Indicator/Criteria** \\ \hline
**C1** & Compliance with the budget \\
**C2** & Compliance with the schedule \\
**C3** & Compliance with quality requirements and specifications \\
**C4** & Meeting the scope of the project \\
**C5** & Ensuring long-run organizational benefits \\
**C6** & Achieving the strategic objectives of the organization \\
**C7** & Sustainability of solutions and success \\ \hline \hline \end{tabular}
\end{table} 
Table 9: The MCA Criteria after excluding low-weight criteria. This step in the MCA aimed to use FAHP (step 2 of methodology) to reduce the number of enabling elements of digital readiness from 7 to 4 enabling elements.