Table 5 Logit estimates of the determinants of risk attitude.

From: Risk attitude and risk perceptions of climate change among Indian cotton farmers

Variables

Risk attitude

Coefficients

Marginal effects

Gender

− 1.268**

(0.594)

− 0.142**

(0.065)

Age

0.032

(0.027)

0.004

(0.003)

Education

− 0.545***

(0.133)

− 0.061***

(0.014)

Family size

0.050

(0.107)

0.006

(0.012)

Membership in the organisation

− 1.082***

(0.353)

− 0.121***

(0.038)

Share of farm income

0.437

(0.753)

0.059

(0.084)

Share of non-farm income

− 0.296

(0.320)

− 0.033

(0.036)

Farm size

0.019

(0.052)

0.002

(0.006)

Source of irrigation

− 0.647**

(0.330)

− 0.073**

(0.037)

Farming experience

0.047**

(0.021)

0.005**

(0.002)

Livestock

0.218

(0.335)

0.024

(0.037)

Access to credit

− 1.077***

(0.373)

− 0.121***

(0.042)

Exposure to mass media

0.028

(0.097)

0.003

(0.011)

Contact with extension personnel

− 0.143*

(0.073)

− 0.016*

(0.009)

Total yield loss

0.040***

(0.013)

0.004***

(0.001)

Log likelihood

− 125.11

LR Chi2 (15)

144.51

Prob > Chi2

0.000

Pseudo R2

0.37

Number of observations

350

  1. ***, * and * indicates significance level of 1%, 5% and 10% respectively. Numbers in parentheses are standard errors.