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. Author manuscript; available in PMC: 2024 Jun 20.
Published in final edited form as: Int J Disaster Risk Reduct. 2019 Dec;41:10.1016/j.ijdrr.2019.101274. doi: 10.1016/j.ijdrr.2019.101274

Table 5 –

Full choice model predicting the probability of householders to leave or stay (positive values indicates an increment of the probability to leave while negative values a decrease of this probability)

Number of observations= 454
LogL0=421.312
LogLM=375.258
AdjR2 =0 .06

ID* Parameter Description Value P-value Marginal Effect
1 Self and Family Risk from 1 (low) to 6 (high) −0.325 0.132 −6.9%

1 Property Risk from 1 (low) to 6 (high) 0.516 0.005 10.9%

1 Pet/Livestock Risk from 1 (low) to 6 (high) 0.098 0.546 2.0%

2 Gender 1=female; 0=male. 0.361 0.229 7.6%

6 Age1 1 if 18–24 years, 0 if others −1.840 0.033 −38.9%

6 Age2 1 if 25–34 years, 0 if others −0.509 0.588 −10.4%

6 Age3 1 if 35–44 years, 0 if others −0.351 0.652 −7.3%

6 Age4 1 if 45–54 years, 0 if others −0.332 0.563 −6.9%

6 Age5 1 if 55–64 years, 0 if others −0.588 0.255 −12.3%

6 Age6 1 if 65–74 years, 0 if others −0.183 0.723 −3.9%

9 Self-preparedness from 0 (low) to 4 (high) −0.250 0.023 −5.2%

9 House preparedness from 0 (low) to 9 (high) −0.023 0.778 −0.5%

10 Bushfire knowledge from 0 (low) to 5 (high) 0.195 0.393 4.1%

13 Leaving efficacy from 1 (low) to 5 (high) 0.725 0.001 14.10%

13 Staying efficacy from 1 (low) to 5 (high) −0.717 0.001 −16.20%

16 Having children 1=yes; 0=no. −0.013 0.977 −0.2%

19 Having pets 1=yes; 0=no. −0.019 0.964 −0.6%

20 Having livestock 1=yes; 0=no. 0.487 0.225 10.2%

25 Self-responsibility from 1 (low) to 5 (high) −0.481 0.093 −10.5%

26 Receiving warning to leave or defend 1=yes; 0=no. 0.690 0.039 14.4%
*

ID as shown in Table 4