Table 4 Results of the one-way MANOVA analyzing landslide hazards in relation to economic and non-economic loss and damage (L&D) risk factors
F | ρ | η2 | |
|---|---|---|---|
Landslide | |||
Variables for economic loss and damage | |||
Decrease in ecosystem services | 10.369 | 0.000 | 1.000 |
Decreases value of property | 4.770 | 0.001 | 0.945 |
Irreversible loss of natural resources | 6.832 | 0.000 | 0.992 |
Decrease in agricultural yield | 8.076 | 0.000 | 0.998 |
Decreases in development opportunities | 3.296 | 0.014 | 0.822 |
Infrastructure damage | 5.033 | 0.001 | 0.956 |
Property damage | 3.225 | 0.016 | 0.812 |
Damage to agricultural land | 7.007 | 0.000 | 0.993 |
Costs incurred related to evacuation and resettlement | 12.415 | 0.000 | 1.000 |
Disruption of communication systems | 5.348 | 0.001 | 0.967 |
Costs associated with migration | 5.319 | 0.001 | 0.966 |
Community experiences the cost of relief and recovery | 6.231 | 0.000 | 0.985 |
Variables for non-economic loss and damage | |||
Suffered fatalities | 3.009 | 0.022 | 0.780 |
Detrimental effects on mental health | 4.717 | 0.002 | 0.942 |
Loss of cultural traditions or sites | 3.426 | 0.012 | 0.837 |
Decreases in biodiversity | 3.074 | 0.020 | 0.790 |
Deterioration of community and social networks | 6.098 | 0.000 | 0.983 |
Impacts on sense of identity | 4.232 | 0.003 | 0.913 |
Decrease in the quality of ecosystem services | 2.705 | 0.035 | 0.729 |
Decrease in resource control | 7.050 | 0.000 | 0.993 |
Harm to cultural or traditional practices | 9.264 | 0.000 | 0.999 |
Weakened the social structure | 6.823 | 0.000 | 0.992 |
Loss of natural appearance or scenic landscapes | 4.502 | 0.002 | 0.930 |
Damage to historical land | 5.237 | 0.001 | 0.963 |
Displacement | 3.451 | 0.011 | 0.840 |
Deterioration of social connections | 5.585 | 0.000 | 0.973 |
Changes in dietary practices | 6.345 | 0.000 | 0.987 |
Disruption of daily activities | 3.028 | 0.022 | 0.783 |
Impacts on capacity to travel | 11.196 | 0.000 | 0.988 |
Prompted family members to migrate | 6.449 | 0.000 | 0.988 |