Table 2 Results of the one-way MANOVA analyzing riverbank erosion hazards in relation to economic and non-economic loss and damage (L&D) risk factors

From: Developing relationships and policy frameworks to address hazard-specific economic and non-economic loss and damage

 

F

ρ

η2

Riverbank erosion

   

Variables for economic loss and damage

   

Loss of existing income

4.070

0.003

0.910

Decrease in agricultural yield

9.364

0.000

1.000

Irreversible loss of natural resources

3.204

0.014

0.820

Decreases in development opportunities

4.950

0.001

0.958

Infrastructure damage

2.699

0.032

0.741

Damage to agricultural land

5.153

0.001

0.965

Damage to energy infrastructure

2.703

0.032

0.742

Healthcare expenses

2.523

0.042

0.708

Significant amount of money loss

6.338

0.000

0.993

Additional restoration cost

2.771

0.029

0.754

Loss of employment opportunities

5.550

0.000

0.976

Variables for non-economic loss and damage

Impacts on sense of identity

4.409

0.005

0.870

Decrease in resource control

3.731

0.012

0.803

Emotional and psychological distress

6.303

0.000

0.964

Loss of cultural traditions or sites

3.942

0.009

0.826

Destruction of open or recreational places

4.078

0.008

0.840

Impacts on capacity to travel

2.729

0.045

0.655