Table 5.
Result of linear regression analysis to predict individual resilience (N = 4,013).
Unstandardized coefficients | Standardized coefficients | t | Sig. | ||
---|---|---|---|---|---|
B | Std. error | Beta | |||
(A) MODEL 1 – PREDICTION OF INDIVIDUAL PREPAREDNESS INDEX (IPI) | |||||
(Constant) | 0.290 | 0.300 | 0.968 | 0.333 | |
Gender | 0.018 | 0.061 | 0.005 | 0.300 | 0.764 |
Age | 0.011 | 0.002 | 0.069 | 4.435 | 0.000 |
Religiosity | −0.005 | 0.049 | −0.002 | −0.104 | 0.917 |
Children | −0.118 | 0.048 | −0.038 | −2.463 | 0.014 |
Education | 0.030 | 0.062 | 0.007 | 0.485 | 0.628 |
Income | 0.130 | 0.030 | 0.066 | 4.321 | 0.000 |
Social Norms and Communality | −0.111 | 0.049 | −0.044 | −2.252 | 0.024 |
Coping Skills | 0.363 | 0.057 | 0.129 | 6.377 | 0.000 |
Individual resilience | 0.414 | 0.051 | 0.170 | 8.076 | 0.000 |
Community Preparedness | 0.470 | 0.026 | 0.303 | 18.293 | 0.000 |
Trust | −0.041 | 0.060 | −0.016 | −0.684 | 0.494 |
Responsibility | 0.079 | 0.045 | 0.032 | 1.752 | 0.080 |
Societal Resilience | −0.101 | 0.055 | −0.042 | −1.818 | 0.069 |
Communication Needs | 0.231 | 0.053 | 0.082 | 4.35 | 0.000 |
Digital Literacy | 0.062 | 0.039 | 0.029 | 1.583 | 0.114 |
Risk Awareness | −0.040 | 0.007 | −0.087 | −5.803 | 0.000 |
(B) MODEL 2 – PREDICTION OF INDIVIDUAL RESILIENCE | |||||
(Constant) | −0.332 | 0.076 | −4.356 | 0.000 | |
Gender | −0.013 | 0.020 | −0.008 | −0.637 | 0.524 |
Age | 0.002 | 0.001 | 0.037 | 3.053 | 0.002 |
Education | −0.049 | 0.020 | −0.029 | −2.443 | 0.015 |
Income | 0.018 | 0.010 | 0.022 | 1.816 | 0.069 |
Social Norms and Communality | 0.011 | 0.016 | 0.011 | 0.703 | 0.482 |
Coping Skills | 0.470 | 0.017 | 0.407 | 27.914 | 0.000 |
Individual Preparedness | 0.044 | 0.005 | 0.108 | 8.115 | 0.000 |
Community Preparedness | 0.007 | 0.009 | 0.011 | 0.818 | 0.413 |
Trust | 0.024 | 0.020 | 0.022 | 1.217 | 0.224 |
Responsibility | 0.122 | 0.014 | 0.121 | 8.436 | 0.000 |
Societal Resilience | 0.064 | 0.018 | 0.065 | 3.568 | 0.000 |
Communication Needs | 0.042 | 0.017 | 0.037 | 2.445 | 0.015 |
Digital Literacy | 0.199 | 0.012 | 0.227 | 16.350 | 0.000 |
Risk Awareness | 0.016 | 0.002 | 0.087 | 7.333 | 0.000 |