Table 5 Blinder-Oaxaca decomposition showing contribution of all categories of variables towards endowments effect, and coefficients effect, Bangladesh MICS 2019.
From: Determinants of household adoption of clean energy with its rural–urban disparities in Bangladesh
Variables | Endowments contribution (%) | p-value | Coefficient contribution (%) | p-value |
|---|---|---|---|---|
Wealth index | ||||
Poor | 55.440*** | < 0.001 | − 20.741** | 0.006 |
Middle | 9.892*** | < 0.001 | − 13.940*** | < 0.001 |
Rich (ref.) | ||||
Age | ||||
15–64 | − 0.017 | 0.87 | − 15.46 | 0.145 |
65 + (ref) | ||||
Religion | ||||
Muslim | 0.147** | 0.005 | 7.081 | 0.561 |
Non-Muslim (ref.) | ||||
Household size | ||||
< 4 | 0.345*** | < 0.001 | − 10.797** | 0.008 |
4–5 | 0.052 | 0.327 | − 3.86 | 0.419 |
6 + (ref.) | ||||
Household head education | ||||
No education | 4.237*** | < 0.001 | − 14.896*** | < 0.001 |
Primary | 0.972*** | < 0.001 | − 12.244*** | < 0.001 |
Secondary and above (ref.) | ||||
Sex of household head | ||||
Male | 0.001 | 0.898 | − 21.273* | 0.033 |
Female (ref.) | ||||
Ethnicity | ||||
Bengali | 0.049 | 0.088 | 148.457*** | < 0.001 |
Others(ref) | ||||
Dwelling | ||||
Own | − 0.517 | 0.802 | 18.899 | 0.2 |
Rent | 17.742*** | < 0.001 | − 14.997 | 0.217 |
Others(ref) | ||||
Mobile | ||||
Yes | − 0.118 | 0.43 | − 18.421 | 0.487 |
No(ref) | ||||
Internet | ||||
Yes | 2.001*** | < 0.001 | 20.421** | 0.001 |
No(ref) | ||||
Division | ||||
Barishal | 0.851*** | < 0.001 | − 2.768** | 0.003 |
Chattogram | 0.274** | 0.008 | 7.033* | 0.018 |
Dhaka | 5.584*** | < 0.001 | 12.938* | 0.042 |
Khulna | 0.993*** | < 0.001 | − 2.384 | 0.136 |
Mymensingh | 0.142 | 0.368 | − 0.198 | 0.847 |
Rajshahi | 0.492** | 0.002 | 2.447 | 0.208 |
Rangpur | 1.360*** | < 0.001 | − 2.777* | 0.033 |
Sylhet (ref.) | ||||
