Table 3.
Variables | Marginal effect | Weighted mean (1996: Meanstunted = 0.553; 2016: Meanstunted = 0.337) |
Concentration Index (C) (1996: Cstunted = − 0.082;2016: Cstunted = − 0.138) |
Absolute contribution | Percentage contribution (%) | Change | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1996 | P value | 2016 | P value | 1996 | 2016 | 1996 | 2016 | 1996 | 2016 | 1996 | 2016 | ||
Mother’s education | |||||||||||||
Primary | −0.030 | 0.331 | − 0.048 | 0.173 | 0.113 | 0.186 | 0.157 | −0.179 | − 0.0010 | 0.0048 | 1.2 | −3.7 | −4.9 |
Secondary and above | −0.085* | 0.020 | −0.023 | 0.558 | 0.099 | 0.480 | 0.575 | 0.191 | −0.0087 | −0.0062 | 11.0 | 4.7 | −6.3 |
Sub-total | −0.0097 | − 0.0014 | 12.2 | 1.1 | − 11.1 | ||||||||
Husband/Partner’s education | |||||||||||||
Primary | −0.035 | 0.143 | 0.015 | 0.725 | 0.244 | 0.231 | −0.070 | −0.257 | 0.0011 | −0.0027 | −1.4 | 2.1 | 3.5 |
Secondary and above | −0.035 | 0.172 | 0.039 | 0.418 | 0.389 | 0.624 | 0.243 | 0.153 | −0.0059 | 0.0110 | 7.4 | 0.8 | −6.6 |
Sub-total | −0.0048 | 0.0083 | 6.1 | 2.9 | −3.2 | ||||||||
Maternal short stature (< 145 cm) | 0.137* | < 0.001 | 0.253* | < 0.001 | 0.150 | 0.114 | −0.007 | − 0.089 | − 0.0002 | − 0.0077 | 0.3 | 5.9 | 5.6 |
Mother’s BMI | |||||||||||||
Normal (18.5 to < 25) | −0.018 | 0.446 | −0.069* | 0.042 | 0.711 | 0.634 | −0.006 | −0.046 | 0.0001 | 0.0060 | −0.2 | −4.6 | −4.4 |
Overweight/Obese (≥25) | −0.065 | 0.344 | −0.148* | 0.003 | 0.018 | 0.176 | 0.350 | 0.285 | −0.0007 | −0.0221 | 0.9 | 16.9 | 16.0 |
Sub-total | −0.0006 | −0.0161 | 0.7 | 12.3 | 11.6 | ||||||||
Antenatal care visits | −0.002 | 0.930 | −0.040 | 0.532 | 0.438 | 0.943 | 0.172 | 0.023 | −0.0002 | −0.0025 | 0.3 | 1.9 | 1.6 |
Delivery in health facility | −0.046 | 0.157 | −0.007 | 0.806 | 0.082 | 0.573 | 0.573 | 0.179 | −0.0039 | −0.0021 | 4.8 | 1.6 | −3.2 |
Children aged 25–59 months | 0.172* | < 0.001 | 0.109* | < 0.001 | 0.272 | 0.502 | 0.005 | 0.019 | 0.0004 | 0.0031 | −0.5 | −2.4 | −1.9 |
Birth order | |||||||||||||
2nd - 4th | 0.076* | 0.001 | 0.070* | 0.021 | 0.525 | 0.574 | 0.006 | −0.009 | 0.0005 | −0.0011 | − 0.6 | 0.8 | 1.4 |
5 or more | 0.109* | < 0.001 | 0.130* | 0.007 | 0.254 | 0.093 | −0.154 | − 0.281 | − 0.0077 | −0.0101 | 9.7 | 7.7 | −2.0 |
Sub-total | −0.0072 | −0.0112 | 9.1 | 8.6 | −0.5 | ||||||||
Breast fed children | −0.189 | 0.511 | −0.186 | 0.150 | 0.998 | 0.993 | −0.001 | −0.0004 | 0.0002 | 0.0002 | −0.2 | −0.2 | 0.0 |
Perceived size of baby at birth | |||||||||||||
Average | 0.052* | 0.014 | 0.032 | 0.311 | 0.431 | 0.672 | 0.021 | 0.020 | 0.0008 | 0.0013 | −1.1 | −1.0 | 0.1 |
Small | 0.156* | < 0.001 | 0.084* | 0.039 | 0.259 | 0.164 | −0.080 | −0.113 | −0.0058 | −0.0047 | 7.3 | 3.6 | −3.7 |
Sub-total | −0.0050 | −0.0034 | 6.2 | 2.6 | −3.6 | ||||||||
Caste/Ethnicity | |||||||||||||
Janajati | −0.144* | < 0.001 | −0.046 | 0.253 | 0.308 | 0.301 | −0.013 | −0.064 | 0.0010 | 0.0026 | −1.3 | −2.0 | −0.7 |
Other terai caste | −0.071 | 0.068 | −0.007 | 0.880 | 0.124 | 0.174 | −0.020 | 0.165 | 0.0003 | −0.0006 | −0.4 | 0.5 | 0.9 |
Muslim | −0.083 | 0.076 | −0.0002 | 0.998 | 0.058 | 0.059 | 0.068 | 0.185 | −0.0006 | 0.0000 | 0.7 | 0.0 | −0.7 |
Newar | −0.199* | < 0.001 | −0.046 | 0.665 | 0.050 | 0.035 | 0.490 | 0.151 | −0.0089 | −0.0007 | 11.1 | 0.6 | −10.5 |
Brahmin/Chhetri | −0.103* | 0.002 | −0.015 | 0.714 | 0.296 | 0.286 | 0.029 | −0.025 | −0.0016 | 0.0003 | 2.0 | −0.2 | −2.2 |
Sub-total | −0.0098 | 0.0016 | 12.1 | −1.2 | −13.3 | ||||||||
Wealth quintile | |||||||||||||
Second | −0.040 | 0.110 | −0.061 | 0.133 | 0.213 | 0.218 | −0.291 | −0.377 | 0.0044 | 0.0150 | −5.6 | −11.5 | −5.9 |
Third | −0.040 | 0.137 | −0.124* | 0.002 | 0.194 | 0.215 | 0.116 | 0.057 | −0.0016 | −0.0045 | 2.0 | 3.5 | 1.5 |
Fourth | −0.101* | < 0.001 | −0.098* | 0.015 | 0.197 | 0.220 | 0.507 | 0.492 | −0.0182 | −0.0316 | 22.8 | 24.2 | 1.4 |
Fifth (Richest) | −0.145* | 0.001 | −0.200* | < 0.001 | 0.148 | 0.144 | 0.852 | 0.856 | −0.0330 | −0.0732 | 41.4 | 56.1 | 14.7 |
Sub-total | −0.0484 | −0.0943 | 60.7 | 72.3 | 11.6 | ||||||||
Open Defecation | −0.039 | 0.253 | 0.050 | 0.222 | 0.812 | 0.199 | −0.165 | −0.171 | 0.0095 | −0.0050 | −11.9 | 3.9 | 15.8 |
Total sum contribution | −0.0797 | −0.1305 | |||||||||||
Residual (Unexplained) | −0.0021 | −0.0076 |
Weighted N: - 1996: 2967; 2016: 1588. Average marginal effects and P values were calculated from predictions of probit model. The reference groups used were mothers with no education, husband/partner with no education, mothers who are not short, mothers who are underweight (BMI < 18.5), mothers who did not visit health facility for ANC, mothers who delivered in places others than a health facility, children aged 0–24 months, first born children, children who are not breastfed, perceived size of baby at birth large, caste/ethnicity Dalit, first wealth quintile (poorest), households with toilet facilities. The contributions of predictors to the observed socioeconomic inequality in stunting is calculated according to eq. (3) by using means, concentration indices of predictors and marginal effects. The total contribution is the sum of absolute contributions or the overall concentration index minus the residual. *p < 0.05