Table 9 Mechanism test.
From: The impact of digital literacy on women’s wage income: evidence from China
(1) Female consciousness | |||
|---|---|---|---|
Type of Effect | No Interaction | With Interaction | |
Under Treatment (t = 1) | Under Control (t = 0) | ||
Average Mediation Effect \(\bar{\delta }\left(t\right)\) | 0.0218*** | 0.0363** | 0.0073 |
[0.0077, 0.0359] | [0.0077, 0.0649] | [-0.0049, 0.0194] | |
Average Direct Effect \(\bar{\zeta }\left(t\right)\) | 0.2148*** | 0.2293*** | 0.2003*** |
[0.1252, 0.3045] | [0.1391, 0.3195] | [0.1081, 0.2925] | |
Average Total Effect \(\bar{\tau }\left(t\right)\) | 0.2366*** | 0.2366*** | |
[0.1467, 0.3265] | [0.1467, 0.3265] | ||
(2) Schedule flexibility | |||
Type of Effect | No Interaction | With Interaction | |
Under Treatment (t = 1) | Under Control (t = 0) | ||
Average Mediation Effect \(\bar{\delta }\left(t\right)\) | −0.002 | 0.009 | −0.013* |
[−0.009, 0.005] | [−0.007, 0.024] | [−0.025, −0.000] | |
Average Direct Effect \(\bar{\zeta }\left(t\right)\) | 0.243*** | 0.254*** | 0.232*** |
[0.153, 0.333] | [0.161, 0.347] | [0.143, 0.321] | |
Average Total Effect \(\bar{\tau }\left(t\right)\) | 0.241*** | 0.241*** | |
[0.150, 0.332] | [0.150, 0.332] | ||
(3) Information channels | |||
Type of Effect | No Interaction | With Interaction | |
Under Treatment (t = 1) | Under Control (t = 0) | ||
Average Mediation Effect \(\bar{\delta }\left(t\right)\) | 0.0356 | 0.0643* | 0.0069 |
[0.0059, 0.0653] | [−0.0006, 0.1292] | [−0.0145, 0.0283] | |
Average Direct Effect \(\bar{\zeta }\left(t\right)\) | 0.2134*** | 0.2421*** | 0.1847*** |
[0.1211, 0.3056] | [0.1435, 0.3407] | [0.0837, 0.2856] | |
Average Total Effect \(\bar{\tau }\left(t\right)\) | 0.2490* | 0.2490* | |
[0.1565, 0.3414] | [0.1565, 0.3414] | ||
