Path coefficients and the validation of the hypotheses
| Effects | Original sample (O) | Standard deviation (STDEV) | T-statistics | Confidence interval (CI) 2.5% | Confidence interval (CI) 97.5% | p-values | Hypothesis testing |
|---|---|---|---|---|---|---|---|
| Environmental consciousness → Perceived benefits of CS | 0.157 | 0.052 | 3.015 | 0.057 | 0.260 | 0.003 | H1 supported |
| Environmental consciousness → E-trust in CS | −0.032 | 0.043 | 0.751 | −0.116 | 0.054 | 0.453 | H2 not supported |
| Continuous improvement of CS platforms → Perceived benefits of CS | 0.415 | 0.054 | 7.646 | 0.304 | 0.515 | 0.000 | H3 supported |
| Continuous improvement of CS platforms → E-trust in CS | 0.758 | 0.040 | 19.063 | 0.677 | 0.832 | 0.000 | H4 supported |
| Smart mobility → Perceived benefits of CS | 0.250 | 0.052 | 4.791 | 0.144 | 0.351 | 0.000 | H5 supported |
| Smart mobility → E-trust in CS | 0.043 | 0.038 | 1.127 | −0.033 | 0.115 | 0.260 | H6 not supported |
| Perceived benefits of CS → Behavioral intention to use CS | 0.597 | 0.043 | 13.761 | 0.510 | 0.679 | 0.000 | H7 supported |
| E-trust in CS → Behavioral intention to use CS | 0.214 | 0.050 | 4.251 | 0.113 | 0.311 | 0.000 | H8 supported |
| Continuous improvement of CS platforms → Perceived benefits of CS → Behavioral intention to use CS Specific indirect effect | 0.248 | 0.037 | 6.689 | 0.178 | 0.322 | 0.000 | – |
| Smart mobility → E-trust in CS → Behavioral intention to use CS Specific indirect effect | 0.009 | 0.009 | 1.073 | −0.007 | 0.027 | 0.283 | – |
| Smart mobility → Perceived benefits of CS → Behavioral intention to use CS Specific indirect effect | 0.149 | 0.033 | 4.459 | 0.084 | 0.217 | 0.000 | – |
| Continuous improvement of CS platforms → E-trust in CS → Behavioral intention to use CS Specific indirect effect | 0.162 | 0.039 | 4.136 | 0.084 | 0.238 | 0.000 | – |
| Environmental consciousness → Perceived benefits of CS → Behavioral intention to use CS Specific indirect effect | 0.094 | 0.032 | 2.907 | 0.033 | 0.160 | 0.004 | – |
| Environmental consciousness → E-trust in CS → Behavioral intention to use CS Specific indirect effect | −0.007 | 0.009 | 0.734 | −0.025 | 0.013 | 0.463 | – |
| Effects | Original sample (O) | Standard deviation (STDEV) | Confidence interval (CI) 2.5% | Confidence interval (CI) 97.5% | Hypothesis testing | ||
|---|---|---|---|---|---|---|---|
| Environmental consciousness → Perceived benefits of CS | 0.157 | 0.052 | 3.015 | 0.057 | 0.260 | 0.003 | |
| Environmental consciousness → E-trust in CS | −0.032 | 0.043 | 0.751 | −0.116 | 0.054 | 0.453 | |
| Continuous improvement of CS platforms → Perceived benefits of CS | 0.415 | 0.054 | 7.646 | 0.304 | 0.515 | 0.000 | |
| Continuous improvement of CS platforms → E-trust in CS | 0.758 | 0.040 | 19.063 | 0.677 | 0.832 | 0.000 | |
| Smart mobility → Perceived benefits of CS | 0.250 | 0.052 | 4.791 | 0.144 | 0.351 | 0.000 | |
| Smart mobility → E-trust in CS | 0.043 | 0.038 | 1.127 | −0.033 | 0.115 | 0.260 | |
| Perceived benefits of CS → Behavioral intention to use CS | 0.597 | 0.043 | 13.761 | 0.510 | 0.679 | 0.000 | |
| E-trust in CS → Behavioral intention to use CS | 0.214 | 0.050 | 4.251 | 0.113 | 0.311 | 0.000 | |
| Continuous improvement of CS platforms → Perceived benefits of CS → Behavioral intention to use CS | 0.248 | 0.037 | 6.689 | 0.178 | 0.322 | 0.000 | – |
| Smart mobility → E-trust in CS → Behavioral intention to use CS | 0.009 | 0.009 | 1.073 | −0.007 | 0.027 | 0.283 | – |
| Smart mobility → Perceived benefits of CS → Behavioral intention to use CS | 0.149 | 0.033 | 4.459 | 0.084 | 0.217 | 0.000 | – |
| Continuous improvement of CS platforms → E-trust in CS → Behavioral intention to use CS | 0.162 | 0.039 | 4.136 | 0.084 | 0.238 | 0.000 | – |
| Environmental consciousness → Perceived benefits of CS → Behavioral intention to use CS | 0.094 | 0.032 | 2.907 | 0.033 | 0.160 | 0.004 | – |
| Environmental consciousness → E-trust in CS → Behavioral intention to use CS | −0.007 | 0.009 | 0.734 | −0.025 | 0.013 | 0.463 | – |
Source(s): Authors’ own work
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