The validity and reliability of variables were tested through various parameters as composite reliability (CR) and Cronbach's alpha. In the beginning, all indicators were tested through smartPLS software and the items smaller than 0.600 were discarded from the list of indicators. The data for this were collected from three different respondents’ group, the results of reliability and validity of all groups and overall data are presented in Table 1. The calculation of the test highlighted that all the values of alpha and CRs were higher as 0.700 as recommended for these tests.
Discriminant validity (cross-loadings) using the criterion by the Heterotrait–Monotrait Method (HTMT)
Overall sample . | Urban sample . | Rural (intervened) . | Rural (non-intervened) . | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
. | CH . | KAP . | SCD . | WASH . | . | CH . | KAP . | SCD . | WASH . | . | CH . | KAP . | SCD . | WASH . | . | CH . | KAP . | SCD . | WASH . |
CH11 | 0.788 | 0.208 | 0.225 | 0.165 | CH11 | 0.849 | 0.195 | 0.305 | 0.095 | CH11 | 0.857 | 0.302 | 0.287 | 0.265 | CH11 | 0.845 | 0.225 | 0.191 | 0.166 |
CH15 | 0.843 | 0.222 | 0.308 | 0.179 | CH5 | 0.789 | 0.367 | 0.254 | 0.302 | CH5 | 0.752 | 0.271 | 0.158 | 0.365 | CH12 | 0.762 | 0.242 | 0.33 | 0.127 |
CH6 | 0.772 | 0.194 | 0.206 | 0.154 | CH6 | 0.852 | 0.149 | 0.265 | 0.086 | CH6 | 0.831 | 0.303 | 0.27 | 0.262 | CH13 | 0.734 | 0.292 | 0.287 | 0.17 |
CH8 | 0.802 | 0.173 | 0.278 | 0.174 | KAP1 | 0.325 | 0.743 | 0.176 | 0.182 | CH8 | 0.783 | 0.395 | 0.171 | 0.407 | CH6 | 0.805 | 0.204 | 0.154 | 0.157 |
KAP1 | 0.176 | 0.799 | 0.163 | 0.207 | KAP12 | 0.211 | 0.879 | 0.124 | 0.25 | KAP12 | 0.381 | 0.949 | 0.17 | 0.27 | KAP12 | 0.222 | 0.853 | 0.093 | 0.194 |
KAP11 | 0.106 | 0.815 | 0.08 | 0.215 | KAP15 | 0.218 | 0.845 | 0.058 | 0.109 | KAP15 | 0.35 | 0.949 | 0.168 | 0.295 | KAP2 | 0.231 | 0.808 | 0.012 | 0.168 |
KAP12 | 0.243 | 0.892 | 0.135 | 0.23 | KAP2 | 0.276 | 0.848 | 0.157 | 0.229 | KAP2 | 0.34 | 0.923 | 0.212 | 0.329 | KAP4 | 0.307 | 0.722 | 0.246 | 0.222 |
KAP15 | 0.244 | 0.928 | 0.131 | 0.216 | KAP4 | 0.22 | 0.751 | 0.18 | 0.14 | KAP4 | 0.393 | 0.937 | 0.17 | 0.267 | KAP5 | 0.297 | 0.933 | 0.164 | 0.23 |
KAP2 | 0.203 | 0.851 | 0.089 | 0.232 | KAP5 | 0.205 | 0.756 | 0.109 | 0.161 | KAP5 | 0.353 | 0.789 | 0.126 | 0.213 | KAP7 | 0.213 | 0.816 | 0.069 | 0.189 |
KAP5 | 0.286 | 0.869 | 0.174 | 0.211 | KAP7 | 0.296 | 0.848 | 0.151 | 0.048 | KAP8 | 0.309 | 0.898 | 0.196 | 0.241 | KAP8 | 0.196 | 0.898 | 0.056 | 0.222 |
KAP7 | 0.205 | 0.869 | 0.174 | 0.211 | SCD10 | 0.252 | 0.139 | 0.906 | 0.124 | KAP9 | 0.408 | 0.912 | 0.206 | 0.225 | KAP9 | 0.338 | 0.925 | 0.178 | 0.234 |
KAP8 | 0.192 | 0.919 | 0.115 | 0.229 | SCD14 | 0.236 | 0.113 | 0.888 | 0.252 | SCD13 | 0.231 | 0.181 | 0.925 | 0.158 | SCD10 | 0.299 | 0.114 | 0.943 | 0.043 |
KAP9 | 0.239 | 0.849 | 0.128 | 0.213 | SCD7 | 0.378 | 0.205 | 0.913 | 0.172 | SCD3 | 0.292 | 0.17 | 0.919 | 0.208 | SCD14 | 0.193 | 0.094 | 0.859 | −0.071 |
SCD10 | 0.266 | 0.103 | 0.917 | 0.056 | WASH1 | 0.126 | 0.084 | 0.143 | 0.827 | SCD9 | 0.229 | 0.201 | 0.951 | 0.166 | SCD7 | 0.351 | 0.191 | 0.944 | 0.054 |
SCD14 | 0.241 | 0.108 | 0.885 | 0.048 | WASH17 | 0.251 | 0.241 | 0.208 | 0.891 | WASH1 | 0.396 | 0.246 | 0.167 | 0.749 | WASH17 | 0.17 | 0.144 | −0.003 | 0.778 |
SCD7 | 0.345 | 0.176 | 0.922 | 0.1 | WASH23 | 0.216 | 0.089 | 0.262 | 0.868 | WASH18 | 0.332 | 0.306 | 0.156 | 0.807 | WASH18 | 0.144 | 0.16 | −0.042 | 0.803 |
WASH1 | 0.132 | 0.217 | 0.042 | 0.845 | WASH24 | 0.103 | 0.08 | 0.017 | 0.777 | WASH20 | 0.104 | 0.105 | −0.009 | 0.725 | |||||
WASH17 | 0.185 | 0.226 | 0.074 | 0.784 | WASH28 | 0.165 | 0.163 | 0.124 | 0.897 | WASH20 | 0.293 | 0.237 | 0.213 | 0.85 | WASH23 | 0.241 | 0.226 | 0.026 | 0.88 |
WASH18 | 0.193 | 0.216 | 0.084 | 0.761 | WASH32 | 0.15 | 0.087 | 0.069 | 0.792 | WASH24 | 0.053 | 0.163 | −0.028 | 0.826 | |||||
WASH2 | 0.197 | 0.23 | 0.08 | 0.906 | WASH32 | 0.15 | 0.087 | 0.069 | 0.792 | WASH24 | 0.298 | 0.193 | 0.106 | 0.749 | WASH28 | 0.191 | 0.281 | 0.088 | 0.912 |
WASH20 | 0.187 | 0.149 | 0.057 | 0.778 | |||||||||||||||
WASH23 | 0.181 | 0.178 | 0.073 | 0.824 | WASH32 | 0.15 | 0.087 | 0.069 | 0.792 | WASH25 | 0.288 | 0.098 | 0.211 | 0.694 | WASH31 | 0.063 | 0.069 | 0.003 | 0.726 |
WASH24 | 0.11 | 0.171 | 0.016 | 0.795 | |||||||||||||||
WASH25 | 0.147 | 0.155 | 0.046 | 0.721 | WASH39 | 0.225 | 0.241 | 0.195 | 0.947 | WASH28 | 0.334 | 0.279 | 0.176 | 0.881 | WASH39 | 0.145 | 0.194 | 0.068 | 0.84 |
WASH28 | 0.195 | 0.247 | 0.086 | 0.902 | |||||||||||||||
WASH31 | 0.091 | 0.092 | −0.011 | 0.745 | WASH4 | 0.177 | 0.29 | 0.149 | 0.866 | WASH39 | 0.329 | 0.244 | 0.084 | 0.878 | WASH4 | 0.138 | 0.231 | − 0.045 | 0.859 |
WASH39 | 0.167 | 0.21 | 0.091 | 0.884 | |||||||||||||||
WASH4 | 0.178 | 0.23 | 0.043 | 0.847 | WASH5 | 0.218 | 0.161 | 0.25 | 0.898 | WASH4 | 0.342 | 0.217 | 0.149 | 0.849 | WASH5 | 0.228 | 0.295 | 0.052 | 0.902 |
WASH5 | 0.218 | 0.259 | 0.096 | 0.908 |
Overall sample . | Urban sample . | Rural (intervened) . | Rural (non-intervened) . | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
. | CH . | KAP . | SCD . | WASH . | . | CH . | KAP . | SCD . | WASH . | . | CH . | KAP . | SCD . | WASH . | . | CH . | KAP . | SCD . | WASH . |
CH11 | 0.788 | 0.208 | 0.225 | 0.165 | CH11 | 0.849 | 0.195 | 0.305 | 0.095 | CH11 | 0.857 | 0.302 | 0.287 | 0.265 | CH11 | 0.845 | 0.225 | 0.191 | 0.166 |
CH15 | 0.843 | 0.222 | 0.308 | 0.179 | CH5 | 0.789 | 0.367 | 0.254 | 0.302 | CH5 | 0.752 | 0.271 | 0.158 | 0.365 | CH12 | 0.762 | 0.242 | 0.33 | 0.127 |
CH6 | 0.772 | 0.194 | 0.206 | 0.154 | CH6 | 0.852 | 0.149 | 0.265 | 0.086 | CH6 | 0.831 | 0.303 | 0.27 | 0.262 | CH13 | 0.734 | 0.292 | 0.287 | 0.17 |
CH8 | 0.802 | 0.173 | 0.278 | 0.174 | KAP1 | 0.325 | 0.743 | 0.176 | 0.182 | CH8 | 0.783 | 0.395 | 0.171 | 0.407 | CH6 | 0.805 | 0.204 | 0.154 | 0.157 |
KAP1 | 0.176 | 0.799 | 0.163 | 0.207 | KAP12 | 0.211 | 0.879 | 0.124 | 0.25 | KAP12 | 0.381 | 0.949 | 0.17 | 0.27 | KAP12 | 0.222 | 0.853 | 0.093 | 0.194 |
KAP11 | 0.106 | 0.815 | 0.08 | 0.215 | KAP15 | 0.218 | 0.845 | 0.058 | 0.109 | KAP15 | 0.35 | 0.949 | 0.168 | 0.295 | KAP2 | 0.231 | 0.808 | 0.012 | 0.168 |
KAP12 | 0.243 | 0.892 | 0.135 | 0.23 | KAP2 | 0.276 | 0.848 | 0.157 | 0.229 | KAP2 | 0.34 | 0.923 | 0.212 | 0.329 | KAP4 | 0.307 | 0.722 | 0.246 | 0.222 |
KAP15 | 0.244 | 0.928 | 0.131 | 0.216 | KAP4 | 0.22 | 0.751 | 0.18 | 0.14 | KAP4 | 0.393 | 0.937 | 0.17 | 0.267 | KAP5 | 0.297 | 0.933 | 0.164 | 0.23 |
KAP2 | 0.203 | 0.851 | 0.089 | 0.232 | KAP5 | 0.205 | 0.756 | 0.109 | 0.161 | KAP5 | 0.353 | 0.789 | 0.126 | 0.213 | KAP7 | 0.213 | 0.816 | 0.069 | 0.189 |
KAP5 | 0.286 | 0.869 | 0.174 | 0.211 | KAP7 | 0.296 | 0.848 | 0.151 | 0.048 | KAP8 | 0.309 | 0.898 | 0.196 | 0.241 | KAP8 | 0.196 | 0.898 | 0.056 | 0.222 |
KAP7 | 0.205 | 0.869 | 0.174 | 0.211 | SCD10 | 0.252 | 0.139 | 0.906 | 0.124 | KAP9 | 0.408 | 0.912 | 0.206 | 0.225 | KAP9 | 0.338 | 0.925 | 0.178 | 0.234 |
KAP8 | 0.192 | 0.919 | 0.115 | 0.229 | SCD14 | 0.236 | 0.113 | 0.888 | 0.252 | SCD13 | 0.231 | 0.181 | 0.925 | 0.158 | SCD10 | 0.299 | 0.114 | 0.943 | 0.043 |
KAP9 | 0.239 | 0.849 | 0.128 | 0.213 | SCD7 | 0.378 | 0.205 | 0.913 | 0.172 | SCD3 | 0.292 | 0.17 | 0.919 | 0.208 | SCD14 | 0.193 | 0.094 | 0.859 | −0.071 |
SCD10 | 0.266 | 0.103 | 0.917 | 0.056 | WASH1 | 0.126 | 0.084 | 0.143 | 0.827 | SCD9 | 0.229 | 0.201 | 0.951 | 0.166 | SCD7 | 0.351 | 0.191 | 0.944 | 0.054 |
SCD14 | 0.241 | 0.108 | 0.885 | 0.048 | WASH17 | 0.251 | 0.241 | 0.208 | 0.891 | WASH1 | 0.396 | 0.246 | 0.167 | 0.749 | WASH17 | 0.17 | 0.144 | −0.003 | 0.778 |
SCD7 | 0.345 | 0.176 | 0.922 | 0.1 | WASH23 | 0.216 | 0.089 | 0.262 | 0.868 | WASH18 | 0.332 | 0.306 | 0.156 | 0.807 | WASH18 | 0.144 | 0.16 | −0.042 | 0.803 |
WASH1 | 0.132 | 0.217 | 0.042 | 0.845 | WASH24 | 0.103 | 0.08 | 0.017 | 0.777 | WASH20 | 0.104 | 0.105 | −0.009 | 0.725 | |||||
WASH17 | 0.185 | 0.226 | 0.074 | 0.784 | WASH28 | 0.165 | 0.163 | 0.124 | 0.897 | WASH20 | 0.293 | 0.237 | 0.213 | 0.85 | WASH23 | 0.241 | 0.226 | 0.026 | 0.88 |
WASH18 | 0.193 | 0.216 | 0.084 | 0.761 | WASH32 | 0.15 | 0.087 | 0.069 | 0.792 | WASH24 | 0.053 | 0.163 | −0.028 | 0.826 | |||||
WASH2 | 0.197 | 0.23 | 0.08 | 0.906 | WASH32 | 0.15 | 0.087 | 0.069 | 0.792 | WASH24 | 0.298 | 0.193 | 0.106 | 0.749 | WASH28 | 0.191 | 0.281 | 0.088 | 0.912 |
WASH20 | 0.187 | 0.149 | 0.057 | 0.778 | |||||||||||||||
WASH23 | 0.181 | 0.178 | 0.073 | 0.824 | WASH32 | 0.15 | 0.087 | 0.069 | 0.792 | WASH25 | 0.288 | 0.098 | 0.211 | 0.694 | WASH31 | 0.063 | 0.069 | 0.003 | 0.726 |
WASH24 | 0.11 | 0.171 | 0.016 | 0.795 | |||||||||||||||
WASH25 | 0.147 | 0.155 | 0.046 | 0.721 | WASH39 | 0.225 | 0.241 | 0.195 | 0.947 | WASH28 | 0.334 | 0.279 | 0.176 | 0.881 | WASH39 | 0.145 | 0.194 | 0.068 | 0.84 |
WASH28 | 0.195 | 0.247 | 0.086 | 0.902 | |||||||||||||||
WASH31 | 0.091 | 0.092 | −0.011 | 0.745 | WASH4 | 0.177 | 0.29 | 0.149 | 0.866 | WASH39 | 0.329 | 0.244 | 0.084 | 0.878 | WASH4 | 0.138 | 0.231 | − 0.045 | 0.859 |
WASH39 | 0.167 | 0.21 | 0.091 | 0.884 | |||||||||||||||
WASH4 | 0.178 | 0.23 | 0.043 | 0.847 | WASH5 | 0.218 | 0.161 | 0.25 | 0.898 | WASH4 | 0.342 | 0.217 | 0.149 | 0.849 | WASH5 | 0.228 | 0.295 | 0.052 | 0.902 |
WASH5 | 0.218 | 0.259 | 0.096 | 0.908 |