Table 10.
Analysis of the validity schema on the MCDM methods
| Studies | MCDM methods | Parameters | ||||
|---|---|---|---|---|---|---|
| Computational complexity | Number of alternative processes and criteria | Adequacy in supporting group DM | Addition or removal of criteria | Different decision matrices | ||
| Evaluation | ||||||
| Pamučar et al. (2020) | Fuzzy RAFSI | N/A | N/A | N/A | N/A | N/A |
| LBWA + MACBETH | N/A | N/A | N/A | N/A | N/A | |
| Samanıloğlu and Kaya (2020), Sarwar and Imran (2021), Albahri et al. (2020), Shirazi et al. (2020), Ortiz-Barrios et al. (2020), Bharsakade et al. (2021), Baz et al. (2020), Ashraf and Abdullah (2020), Ghorui (2021), Khurana et al. (2020), Ghosh et al. (2020) | AHP, F-AHP | H | E | H | E | E |
| Ocampo and Yamagishi (2020); Ortiz-Barrios et al. (2020), Shah et al. (2020), Altuntas and Gok (2021), Chauhan et al. (2020) | DEMATEL, F-DEMATEL—F-ANP | N/A | N/A | N/A | N/A | N/A |
| Wu and Xu (2020), Mohammed et al. (2020), Gong et al. (2021) | TODIM, LHF-TODIM | N/A | N/A | N/A | N/A | N/A |
| Wu and Xu (2020), Zhang et al. (2020), Ashraf and Abdullah (2020), Lam et al. (2021) | Entropy, Spherical Fuzzy Entropy, Cross entropy of UPLZs | N/A | N/A | N/A | N/A | N/A |
| Yang et al. (2020) | SpNoFWBM | N/A | N/A | N/A | N/A | N/A |
| Mahanta and Panda (2020) | New distance measure for IFSs | N/A | N/A | N/A | N/A | N/A |
| Sayan et al. (2020), Mohammed et al. (2020), Abdel-Basst et al. (2020b), Naeem et al. (2020), Ortiz-Barrios et al. (2020), Ashraf and Abdullah (2020), Ghorui (2021), Grida et al. (2020), Althaf and Babbitt (2021) | TOPSIS, PROMETHEE-TOPSIS, PmF-TOPSIS, TOPSIS-GRA, HFS-TOPSIS | VH | E | L | NE | E |
| Abdel-Basst et al. (2020b), Wan et al. (2021), Jain et al. (2021), Grida et al. (2020), Moslem et al. (2020), Duan et al. (2021), Gong et al. (2021) | BWM, TrIT2F-BWM, LHF-BWM | N/A | N/A | N/A | N/A | N/A |
| Albahri et al. (2020), Wan et al. (2021), Manupati et al. (2021), Jain et al. (2021), Shah et al. (2020), Lam et al. (2021), Yao (2021) | VIKOR, F-VIKOR | L | LS | L | NE | LS |
| Garg et al. (2020) | Fermatean fuzzy sets (FFNs) | N/A | N/A | N/A | N/A | N/A |
| Yang et al. (2021) | CQROULWPBM | N/A | N/A | N/A | N/A | N/A |
| Shirazi et al. (2020) | PROMETHEE | N/A | N/A | N/A | N/A | N/A |
| Zhang et al. (2020) | MULTIMOORA | N/A | N/A | N/A | N/A | N/A |
| Mishra et al. (2019) | HF-ARAS | N/A | N/A | N/A | N/A | N/A |
| Jamshidiantehrani et al. (2020) | ISM | N/A | N/A | N/A | N/A | N/A |
| Sharma et al. (2020) | FLQOWA | N/A | N/A | N/A | N/A | N/A |
| Duan et al. (2021) | IMEEM | N/A | N/A | N/A | N/A | N/A |
| Ecer and Pamucar (2021) | MARCOS | N/A | N/A | N/A | N/A | N/A |
| Mardani et al. (2020) | WASPAS | N/A | N/A | N/A | N/A | N/A |
| SWARA | N/A | N/A | N/A | N/A | N/A | |
| Development | ||||||
| Requia et al. (2019), Albahri et al. (2020), Alsalem et al. (2021), Mohammed (2021), Hezam et al. (2020) | AHP | H | E | H | E | E |
| Ashraf et al. (2020) | COPRAS | N/A | N/A | N/A | N/A | N/A |
| Abdulsalam and Hossain (2020), Ashraf et al. (2020), Albahri and Hamid (2020), Mohammed (2021) | TOPSIS | VH | E | L | NE | E |
| Ahmad et al. (2021) | Fuzzy assessment | N/A | N/A | N/A | N/A | N/A |
| Nardo et al. (2020) | PAPRIKA | N/A | N/A | N/A | N/A | N/A |
| Albahri et al. (2020), Alsalem et al. (2021) | VIKOR | L | LS | L | NE | LS |
| Albahri and Hamid (2020), Albahri (2020) | Entropy | N/A | N/A | N/A | N/A | N/A |
| Albahri (2020) | SODOSM | N/A | N/A | N/A | N/A | N/A |
| Zidan (2021) | PFDOSM | N/A | N/A | N/A | N/A | N/A |
| PFWZIC | N/A | N/A | N/A | N/A | N/A | |
| Zaidan (2021a) | T-SFDOSM | N/A | N/A | N/A | N/A | N/A |
| T-SFWZIC | N/A | N/A | N/A | N/A | N/A | |
| Zaidan (2021b) | q-ROFDOSM | N/A | N/A | N/A | N/A | N/A |
| q-ROFWZIC | N/A | N/A | N/A | N/A | N/A | |
L low complexity, H high complexity, E effected, LE less effected, NE no effect, N/A not applicable