Table 3 Reliability and validity of measurement scales. Construct Item Outer Loading Mean SD α CR AVE Role of E-Govt E-Govt 1 0.921 5.045 1.376 0.8 0.883 0.717 E-Govt 2 0.935 5.104 1.155 E-Govt 3 0.932 5.125 1.144 2019-nCoV-WOM CONV-1 0.749 5.557 0.853 0.921 0.95 0.864 CONV-2 0.895 5.509 0.994 CONV-3 0.89 5.402 0.947 Epidemic protection E-P 1 0.901 5.255 1.026 0.847 0.908 0.767 E-P 2 0.913 5.321 1.077 E-P 3 0.809 5.227 0.807 Attitude toward epidemic outbreak ATOB 1 0.844 5.427 0.924 0.806 0.886 0.721 ATOB 2 0.846 5.364 0.856 ATOB 3 0.857 5.469 1.058 Online social presence in Outbreak S-P 1 0.877 5.254 0.902 0.817 0.891 0.732 S-P2 0.855 5.38 0.98 S-P 3 0.835 5.305 0.818 Note: E-Govt, role of E-government; CONV, COVID-19 word of mouth; E-P, Epidemic protection; S-P, online social presence during outbreak.SD, α, CR, and AVE are standard deviation, Cronbach’s α, composite reliability, and average variance extracted, respectively.