Introduction
Data and methods
Data source
Statistical analysis
Results
Change in basic characteristics of young mothers
Young mothers (15–19) | Young mothers (20–24) | |||||||
---|---|---|---|---|---|---|---|---|
1998–99 | 2015–16 | 1998–99 | 2015–16 | |||||
% | N | % | N | % | N | % | N | |
Highest education | ||||||||
No education | 26.36 | 153 | 15.18 | 726 | 16.17 | 432 | 16.51 | 7269 |
Primary | 26.45 | 155 | 12.07 | 521 | 16.92 | 464 | 13.33 | 5580 |
Secondary | 44.9 | 278 | 71 | 2915 | 48.8 | 1395 | 60.21 | 23,972 |
Higher | 2.29 | 13 | 1.75 | 71 | 18.1 | 515 | 9.95 | 3688 |
Wealth index | ||||||||
Poor | 37.65 | 226 | 53.51 | 2364 | 36.41 | 983 | 41.19 | 17,969 |
Middle | 19.19 | 113 | 25.29 | 1009 | 20.79 | 596 | 24.28 | 9517 |
Rich | 43.16 | 260 | 21.2 | 860 | 42.8 | 1227 | 34.53 | 13,023 |
Religion | ||||||||
Hindu | 80.18 | 450 | 81.52 | 3327 | 79.99 | 2106 | 83.45 | 32,805 |
Muslim | 16.2 | 90 | 13.87 | 530 | 13.47 | 353 | 12.16 | 4456 |
Others | 3.62 | 59 | 4.61 | 376 | 6.54 | 347 | 4.39 | 3248 |
Caste | ||||||||
SC | 18.7 | 113 | 25.92 | 962 | 17.4 | 460 | 22.99 | 8484 |
ST | 5.8 | 74 | 13.56 | 890 | 5.38 | 294 | 11.3 | 6897 |
OBC | 37.37 | 198 | 40.84 | 1703 | 38.43 | 935 | 46.13 | 18,055 |
GENERAL | 38.13 | 214 | 19.68 | 678 | 38.79 | 1117 | 19.57 | 7073 |
Type of residence | ||||||||
Urban | 29.01 | 208 | 19.86 | 759 | 41.37 | 1337 | 26.26 | 9155 |
Rural | 70.99 | 391 | 80.14 | 3474 | 58.63 | 1469 | 73.84 | 31,354 |
BMI | ||||||||
High | 2.7 | 21 | 6.32 | 202 | 6.63 | 187 | 9.96 | 3599 |
Normal | 51.43 | 330 | 58.89 | 2530 | 56.62 | 1686 | 60.83 | 25,346 |
Low | 45.87 | 248 | 34.79 | 1501 | 36.75 | 933 | 29.2 | 11,564 |
Anaemia | ||||||||
Not Anaemic | 27.9 | 183 | 39.45 | 1653 | 35.55 | 1049 | 42.21 | 17,094 |
Mild | 27.4 | 150 | 45.92 | 1907 | 24.61 | 695 | 42.54 | 17,208 |
Moderate | 40.93 | 244 | 13.34 | 627 | 36.08 | 961 | 14.43 | 5875 |
Severe | 3.77 | 22 | 1.29 | 46 | 3.75 | 101 | 0.82 | 331 |
Birth order | ||||||||
1 order | 81.79 | 506 | 88.59 | 3764 | 56.47 | 1634 | 58.9 | 24,246 |
2 order | 15.84 | 82 | 10.81 | 444 | 31.07 | 850 | 32.78 | 12,851 |
3 + order | 2.37 | 11 | 0.6 | 25 | 12.47 | 319 | 8.32 | 3412 |
Place of delivery | ||||||||
Non-institutional | 9.35 | 54 | 6.29 | 272 | 7.45 | 234 | 6.55 | 2833 |
Institutional | 90.64 | 545 | 93.71 | 3961 | 92.55 | 2572 | 93.45 | 37,676 |
C-section delivery | ||||||||
No | 80.59 | 455 | 81.16 | 3616 | 79.35 | 2141 | 79.75 | 33,966 |
Yes | 19.41 | 112 | 18.84 | 617 | 20.65 | 516 | 20.25 | 6543 |
India | 26.08 | 599 | 20.4 | 4233 | 22.76 | 2806 | 18.67 | 40,509 |
Change in mean birth weight by BMI
Young mothers (15–19) | Young mothers (20–24) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
1998–99 | N | p-value | 2015–16 | N | p-value | 1998–99 | N | p-value | 2015–16 | N | p-value | |
BMI | ||||||||||||
High | NA | NA | 0.081 | 5.8 | 202 | 0.000 | 11.4 | 186 | 0.000 | 15.6 | 3599 | 0.000 |
Normal | 26.9 | 327 | 20.2 | 2530 | 21.1 | 1663 | 17.8 | 25,346 | ||||
Low | 26.3 | 245 | 23.4 | 1501 | 27.3 | 915 | 21.6 | 11,546 | ||||
Anaemia | ||||||||||||
Not anaemic | 17.4 | 182 | 0.001 | 20.3 | 1653 | 0.227 | 19.5 | 1038 | 0.000 | 18.4 | 17,094 | 0.000 |
Mild | 23.6 | 147 | 19.6 | 1907 | 20.8 | 680 | 18.1 | 17,208 | ||||
Moderate | 32.4 | 242 | 23.5 | 627 | 25.4 | 946 | 20.9 | 5875 | ||||
Severe | NA | NA | 20.7 | 46 | 40.7 | 100 | 23.3 | 331 | ||||
Place of residence | ||||||||||||
Urban | 24.7 | 204 | 0.004 | 16.0 | 759 | 0.079 | 21.0 | 1321 | 0.000 | 17.8 | 9155 | 0.000 |
Rural | 26.7 | 389 | 21.5 | 2474 | 24.0 | 1443 | 19.0 | 31,354 | ||||
Caste | ||||||||||||
SC | 31.6 | 113 | 0.052 | 21.0 | 962 | 0.334 | 26.3 | 452 | 0.189 | 19.0 | 8484 | 0.000 |
ST | 16.5 | 72 | 25.5 | 890 | 25.8 | 282 | 21.5 | 6897 | ||||
OBC | 22.1 | 196 | 20.9 | 1703 | 22.2 | 929 | 18.3 | 18,055 | ||||
General | 28.7 | 212 | 15.0 | 678 | 21.3 | 1101 | 17.6 | 7073 | ||||
Religion | ||||||||||||
Hindu | 25.8 | 445 | 0.706 | 21.0 | 3327 | 0.001 | 23.7 | 2082 | 0.008 | 18.9 | 32,805 | 0.000 |
Muslim | 24.0 | 90 | 16.2 | 530 | 18.0 | 347 | 17.7 | 4456 | ||||
Others | 42.1 | 58 | 21.9 | 376 | 21.5 | 335 | 17.3 | 3248 | ||||
Education | ||||||||||||
No education | 24.8 | 152 | 0.311 | 22.0 | 726 | 0.008 | 32.3 | 424 | 0.000 | 21.5 | 7269 | 0.000 |
Primary | 30.2 | 153 | 23.6 | 521 | 22.9 | 455 | 19.7 | 5580 | ||||
Secondary | 25.4 | 275 | 19.6 | 2915 | 22.1 | 1373 | 18.1 | 23,972 | ||||
Higher | NA | NA | 19.2 | 71 | 16.0 | 512 | 16.1 | 3688 | ||||
Wealth quintile | ||||||||||||
Poor | 26.3 | 223 | 0.151 | 22.4 | 2364 | 0.016 | 22.6 | 965 | 0.472 | 20.0 | 17,969 | 0.000 |
Middle | 31.4 | 111 | 18.1 | 1009 | 22.3 | 585 | 18.3 | 9517 | ||||
Rich | 23.6 | 259 | 18.0 | 860 | 23.1 | 1214 | 17.4 | 13,023 | ||||
Birth order | ||||||||||||
1 order | 25.2 | 500 | 0.305 | 20.2 | 3764 | 0.773 | 21.6 | 1603 | 0.005 | 19.3 | 24,246 | 0.002 |
2 order | 28.0 | 82 | 22.0 | 444 | 23.1 | 843 | 17.8 | 12,851 | ||||
3 + order | NA | NA | NA | NA | 27.3 | 318 | 18.1 | 3412 | ||||
Place of delivery | ||||||||||||
Non-institutional | 17.2 | 53 | 0.575 | 25.4 | 268 | 0.186 | 32.9 | 222 | 0.026 | 20.7 | 2759 | 0.021 |
Institutional | 27.1 | 539 | 20.1 | 3961 | 22.0 | 2535 | 18.5 | 37,676 | ||||
Delivery by caesarian section | ||||||||||||
No | 27.8 | 450 | 0.078 | 21.1 | 3616 | 0.263 | 22.4 | 2107 | 0.717 | 18.7 | 33,966 | 0.056 |
Yes | 16.4 | 111 | 17.6 | 617 | 21.9 | 509 | 18.4 | 6543 | ||||
India | 26.1 | 599 | 20.4 | 4233 | 22.8 | 2764 | 18.7 | 40,509 |
Association of BMI, anaemia and other determinants with low birth weight
Determinants | Odds Ratio | 95% CI |
---|---|---|
BMI (High BMI®) | ||
Normal BMI | 1.15** | (1.3,1.58) |
Low BMI | 1.44*** | (1.05,1.65) |
Anaemia level (Not anaemic ®) | ||
Mild | 1.01 | (0.96,1.07) |
Moderate | 1.14*** | (1.06,1.22) |
Severe | 1.55*** | (1.27,1.9) |
Age (15–19®) | ||
20–24 | 0.93* | (0.86,0.99) |
Location (Urban®) | ||
Rural | 0.97 | (0.91,1.03) |
Caste (SC®) | ||
ST | 0.90** | (0.83,0.97) |
OBC | 0.91** | (0.86,0.97) |
General | 0.95 | (0.88,1.03) |
Religion (Hindu®) | ||
Muslim | 0.88** | (0.82,0.96) |
Others | 0.66*** | (0.6,0.73) |
Education (No education®) | ||
Primary | 0.94 | (0.87,1.02) |
Secondary | 0.79*** | (0.74,0.84) |
Higher | 0.66*** | (0.59,0.73) |
Wealth index (Poor®) | ||
Middle | 0.96 | (0.91,1.02) |
Rich | 0.99 | (0.93,1.06) |
Time (NFHS 2®) | ||
NFHS4 | 0.8*** | (0.73,0.88) |
Birth order (1 order®) | ||
2 order | 0.89*** | (0.85,0.94) |
3 order + | 0.92* | (0.84,0.99) |
Place of delivery (Non-institutional®) | ||
Institutional | 0.87** | (0.79,0.95) |
Delivery by caesarian section (No ®) | ||
Yes | 1.13*** | (1.06,1.2) |
Smoking (No®) | ||
Yes | 1.06 | (0.58,1.93) |
Drinking alcohol (No®) | ||
Yes | 0.97 | (0.79,1.2) |
Chewing tobacco (No®) | ||
Yes | 0.88 | (0.69,1.13) |
Change in association between BMI, anemia and low birth weight over the decade
Variables | OR | 95% CI | |
---|---|---|---|
Nutritional characteristics | |||
Anaemia level | |||
Not anaemic in NFHS 2 & NFHS 4® | |||
Severe in NFHS 2 | 2.6*** | (1.75, 3.8) | |
Severe in NFHS 4 | 1.30** | (1.02, 1.65) | |
Moderate in NFHS 2 | 1.39*** | (1.15, 1.69) | |
Moderate in NFHS 4 | 1.11** | (1.03, 1.18) | |
Mild in NFHS 2 | 1.08 | (0.87, 1.34) | |
Mild in NFHS 4 | 1.03 | (0.98, 1.09) | |
BMI | |||
High BMI in NFHS 2 & in NFHS 4® | |||
Low BMI in NFHS 2 | 1.63** | (1.21,2.21) | |
Low BMI in NFHS 4 | 1.41*** | (1.27,1.55) | |
Normal BMI in NFHS 2 | 1.49** | (1.11,1.98) | |
Normal BMI in NFHS 4 | 1.12** | (1.02,1.24) |
Blinder Oaxaca decomposition of birth weight with respect to BMI and anemia
BMI | ||
Birth weight | Coefficient | % explained |
Prediction_1 (not low BMI) | 2.81*** | - |
Prediction_2 (low BMI) | 2.70*** | - |
Difference | 0.11*** | - |
Decomposition | - | |
Explained | 0.02*** | 18.18 |
Unexplained | 0.09*** | 81.82 |
Anaemia | ||
Birth weight | Coefficient | % explained |
Prediction_1 (no severe anaemia) | 2.78*** | - |
Prediction_2 (severe anaemia) | 2.63*** | - |
Difference | 0.14*** | - |
Decomposition | - | |
Explained | 0.05*** | 35.71 |
Unexplained | 0.09** | 64.29 |