Table 2 Variables associated with adoption of CSA practices among mushroom farmers in Bangladesh as identified by bayesian logistic regression models.
Variables | aOR (95% HDI) | R-hat |
|---|---|---|
Area | ||
Banagram (ref.) | 1 | |
Savar Paurashava | 0.48 (0.16–1.43) | 1.00 |
Savar | 1.90 (0.69–3.82) | 1.00 |
Educational status | ||
No education (ref.) | 1 | |
Primary | 0.88 (0.24–2.78) | 1.00 |
Secondary | 1.53 (1.13–3.20) | 1.00 |
Mushroom farming experience (Years) | ||
< 5 | 1 | |
5+ | 0.75 (0.94–1.50) | 1.00 |
Extension visits | ||
No (ref.) | 1 | |
Yes | 1.32 (0.60–3.26) | 1.00 |
Own land mushroom farming | ||
No (ref.) | 1 | |
Yes | 3.68 (1.76–7.34) | 1.00 |
Knowledge about CSA practice | ||
No (ref.) | 1 | |
Yes | 3.61 (2.69–7.68) | 1.00 |
Training about mushroom | ||
No (ref.) | 1 | |
Yes | 3.04 (1.62–5.64) | 1.00 |
Access about climate information | ||
No (ref.) | 1 | |
Yes | 2.69 (1.33–5.51) | 1.00 |
Access credit | ||
No (ref.) | 1 | |
Yes | 2.79 (1.06–3.46) | 1.00 |
Knowledge about soil quality | ||
No (ref.) | 1 | |
Yes | 0.54 (0.21–1.41) | 1.00 |
Internet | ||
No (ref.) | 1 | |
Yes | 0.76 (0.28–2.11) | 1.00 |
Off farm job opportunity | ||
No (ref.) | 1 | |
Yes | 1.63 (0.78–2.78) | 1.00 |
Model fitness | ||
WAIC | ||
ELPD-WAIC | -59.2 | |
P-WAIC | 4.9 | |
WAIC | 118.4 | |
LOO-CV | ||
ELPD-LOO | -59.2 | |
P-LOO | 5.0 | |
LOOIC | 118.5 | |
Prediction performance | ||
Accuracy | 0.875 | |
AUC | 0.967 | |
