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. 2026 Jul 3;45:210. doi: 10.1186/s41043-026-01381-z

Table 3.

Binary logistic regression models for low birth weight of children among rural women (15–49 years) in India, 2019-21

Variables Unadjusted Adjusted
Odds ratio 95% CI Odds ratio 95% CI
Body mass index (BMI)
Normal® 1.00 1.00
Underweight 1.38*** 1.32–1.44 1.26*** 1.20–1.31
Overweight 0.80*** 0.76–0.85 0.89*** 0.84–0.94
Maternal anaemia
Not anemic® 1.00 1.00
Mild 1.08*** 1.03–1.13 1.04 0.99–1.09
Moderate 1.12*** 1.08–1.17 1.05* 1.01–1.10
Severe 1.42*** 1.27–1.58 1.29*** 1.15–1.44
Sex of child
Male® 1.00 1.00
Female 1.20*** 1.16–1.24 1.20*** 1.16–1.25
Women’s age (Years)
15–19® 1.00 1.00
20–29 0.70*** 0.63–0.77 0.82*** 0.74–0.91
30–39 0.59*** 0.53–0.65 0.80*** 0.72–0.90
40–49 0.59*** 0.50–0.70 0.82 0.69-098
Any sign of pregnancy complications
No® 1.00 1.00
Yes 1.03 0.99–1.08 1.02 0.98–1.07
Glucose level
Normal® 1.00 1.00
High 0.93 0.84–1.04 1.00 0.89–1.11
Very high 0.99 0.85–1.15 1.09 0.96–1.27
Age at marriage
< 18 years® 1.00 1.00
≥ 18 years 0.90*** 0.87–0.93 1.00 0.96–1.04
Birth order
1® 1.00 1.00
2 0.83 0.79–0.86 0.79*** 0.76–0.83
3 0.82 0.78–0.86 0.72*** 0.68–0.76
4 or more 0.81*** 0.76–0.86 0.66*** 0.61–0.71
Education level
No education® 1.00 1.00
Primary 0.97 0.91–1.03 1.03 0.96–1.09
Secondary 0.83*** 0.80–0.87 0.90*** 0.85–0.95
Higher 0.63*** 0.59–0.68 0.70*** 0.65–0.76
Use cigarettes and tobacco
No® 1.00 1.00
Yes 1.00 0.93–1.08 1.15*** 1.06–1.24
Media exposure
Low® 1.00 1.00
Partial 0.78*** 0.75–0.81 0.90*** 0.86–0.94
High 0.71*** 0.66–0.77 0.90* 0.82–0.98
Religion
Hindu® 1.00 1.00
Muslim 0.89*** 0.83–0.95 0.90** 0.84–0.97
Christian 0.47*** 0.43–0.51 0.72*** 0.65–0.80
Others 0.88 0.81–0.97 1.04 0.94–1.15
Caste
SC® 1.00 1.00
ST 0.75*** 0.71–0.79 0.80*** 0.75–0.85
OBC 0.86*** 0.82–0.90 0.90*** 0.85–0.94
Others 0.84*** 0.79–0.89 0.97 0.91–1.03
Number of ANC visits
< 4® 1.00 1.00
≥ 4 0.87*** 0.84–0.91 0.91*** 0.87–0.96
Number of TT injections taken
< 2® 1.00 1.00
≥ 2 0.89*** 0.85–0.93 0.87*** 0.83–0.92
Number of IFA tablets consumed
< 100® 1.00 1.00
≥ 100 0.87*** 0.84–0.90 0.92** 0.88–0.98
Received full ANC
Yes® 1.00 1.00
No 0.98 0.90–1.06 0.97 0.90–1.04
Wealth index
Poorest® 1.00 1.00
Poorer 0.84*** 0.80–0.88 0.88*** 0.84–0.93
Middle 0.74*** 0.71–0.78 0.79*** 0.75–0.84
Richer 0.69*** 0.66–0.74 0.75*** 0.70–0.80
Richest 0.69*** 0.65–0.75 0.77*** 0.70–0.84
Region
South® 1.00 1.00
Central 1.37*** 1.28–1.45 1.15*** 1.07–1.22
East 1.18*** 1.10–1.26 0.92** 0.86–0.99
North East 0.70*** 0.65–0.76 0.68*** 0.62–0.74
West 1.33*** 1.23–1.43 1.18*** 1.09–1.28
North 1.16*** 1.09–1.24 1.09** 1.01–1.17

®Reference category; *p < 0.05; **p < 0.01; ***p < 0.001; CI: Confidence Interval, n = 91,696