Table 5.
Predicting likelihood for initiation and sustenance of technology non-users (n = 155) through HRM.
Variables | Model 1 | Model 2 | Model 3 | Model 4 | ||||
---|---|---|---|---|---|---|---|---|
B | β | B | β | B | β | B | β | |
The Likelihood For Initiation As A Dependent Variable | ||||||||
Constant | 1.965 ** | - | 1.899 ** | - | 0.909 * | - | 0.596 | - |
Age | −0.466 * | −0.179 | −0.450* | −0.172 | −0.317 | −0.121 | −0.286 | −0.110 |
Sex | 0.459 * | 0.180 | 0.567 ** | 0.222 | 0.358 * | 0.140 | 0.372 * | 0.146 |
Income | 0.066 | 0.090 | 0.063 | 0.085 | 0.025 | 0.035 | 0.036 | 0.049 |
Social isolation | 0.033 | 0.095 | 0.021 | 0.059 | −0.009 | −0.027 | −0.005 | −0.014 |
Participatory dialogue | - | - | 0.099 ** | 0.030 | 0.051 * | 0.154 | 0.039 | 0.117 |
Changes in the physical environment | - | - | - | - | 0.190 ** | 0.526 | 0.109 ** | 0.300 |
Behavioral confidence | - | - | - | - | - | - | 0.109 ** | 0.293 |
R2 | 0.083 | - | 0.166 | - | 0.400 | - | 0.430 | - |
F | 2.23 * | - | 4.18 ** | - | 12.17 ** | - | 12.18 ** | - |
ΔR2 | 0.083 | - | 0.083 | - | 0.234 | - | 0.030 | - |
ΔF2 | 2.23 * | - | 14.61 ** | - | 56.99 ** | - | 7.76 ** | - |
The likelihood for Sustenance as a dependent variable | ||||||||
Constant | 1.639 ** | - | 0.092 | - | 0.052 | - | 0.006 | - |
Age | −0.221 | −0.087 | 0.103 | 0.041 | 0.079 | 0.031 | 0.030 | 0.012 |
Sex | 0.443 * | 0.180 | 0.288 | 0.117 | 0.311 | 0.126 | 0.323 * | 0.131 |
Income | 0.018 | 0.025 | −0.023 | −0.033 | −0.026 | −0.037 | −0.041 | −0.058 |
Social isolation | 0.072 ** | 0.211 | 0.057 * | 0.167 | 0.54 * | 0.159 * | 0.048 | 0.141 |
Emotional transformation | - | - | 0.215 ** | 0.602 | 0.106 * | 0.295 | 0.052 | 0.144 |
Practice for change | - | - | - | - | 0.117 * | 0.341 | 0.072 | 0.208 |
Changes in the social environment | - | - | - | - | - | - | 0.140 ** | 0.393 |
R2 | 0.092 | - | 0.417 | - | 0.439 | - | 0.513 | - |
F | 2.495 * | - | 15.05 ** | - | 14.3 ** | - | 16.94 ** | - |
ΔR2 | 0.092 | - | 0.326 | - | 0.021 | - | 0.074 | - |
ΔF2 | 2.50 * | - | 82.5 ** | - | 5.55 * | - | 21.94 ** | - |
* p-value < 0.05; ** p-value < 0.001.