Table 3 Multiple linear regression models investigating interactions between situation-specific perceptions and beliefs in predicting evacuation intentions

From: What predicts hurricane evacuation decisions? The importance of efficacy beliefs, risk perceptions, and other factors

Concept / Variable

Model 6a

Model 6b

Intercept

−1.63*** (0.33)

−1.45*** (0.36)

Individual/household characteristics

 Age (years)

0.003 (0.002)

0.003 (0.002)

 Gender (0/1)

0.10 (0.05)

0.10* (0.05)

 Race/Ethnicity (0/1)

0.23** (0.07)

0.22** (0.07)

 Education (0/1)

0.02 (0.04)

0.02 (0.04)

Experimental message conditions

 Hazard (0/1)

0.03 (0.06)

0.04 (0.06)

 Impact (0/1)

0.05 (0.05)

0.05 (0.05)

 Fear (0/1)

0.01 (0.05)

0.04 (0.05)

Cognitive risk perceptions – overall threat

 Likelihood of home affected (1–7)

0.07** (0.03)

0.06* (0.03)

 Severity at home (1–7)

0.21*** (0.03)

0.21*** (0.03)

 Likelihood of getting hurt (1–7)

0.22*** (0.02)

0.49*** (0.06)

Efficacy beliefs

 Self-efficacy (1–7)

0.15*** (0.02)

−0.03 (0.04)

 Response efficacy (1–7)

0.51*** (0.02)

0.39*** (0.06)

Interactions

 Self-efficacy * Response efficacy

 

0.048*** (0.010)

 Likelihood of getting hurt * Response efficacy

 

−0.050*** (0.009)

Model adjusted R2

0.73

0.73

  1. Unstandardized coefficients are shown, with standard errors in parentheses. Statistically significant values (p ≤ 0.05) are indicated in bold type. N = 1651. *p ≤ 0.05, **p ≤ 0.01, ***p ≤ 0.001.