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Table 2 Multilevel logistic regression analysis to assess the effect of background characteristics on the likelihood of adverse neonatal outcomes, India, 2019–21

From: Unraveling the complexity of selected adverse neonatal outcomes in India: a multilevel analysis using data from a nationally representative sample survey

Background characteristics

Model I (individual level)

Model II (Individual + Household level)

Model III (Individual + Household level + Community level)

aOR (95% CI)

aOR (95% CI)

aOR (95% CI)

High risk fertility behavior

 No

Ref

Ref

Ref

 Yes

1.02 [ 1, 1.04]

1.01 [ 0.99, 1.04]

1.01 [ 0.98, 1.03]

Mother’s educational Status

 Illiterate

Ref

Ref

Ref

 Primary

1.04 [ 1, 1.08]

1.06** [ 1.01, 1.1]

1.06*** [ 1.02, 1.11]

 Secondary

0.96** [ 0.93, 0.99]

0.97** [ 0.93, 1]

1.01 [ 0.97, 1.04]

 Higher

0.85*** [ 0.82, 0.89]

0.86*** [ 0.82, 0.9]

0.92*** [ 0.88, 0.96]

Height of the mother (in cm.)

 < = 150

Ref

Ref

Ref

 150–155

0.87*** [ 0.84, 0.89]

0.87*** [ 0.84, 0.89]

0.86*** [ 0.83, 0.88]

 > 155

0.81*** [ 0.79, 0.84]

0.81*** [ 0.79, 0.84]

0.8*** [ 0.77, 0.82]

Intention to become pregnant

 Then

Ref

Ref

Ref

 Later

1.14*** [ 1.08, 1.2]

1.11*** [ 1.05, 1.18]

1.11*** [ 1.05, 1.18]

 No more

1.05 [ 0.99, 1.1]

1.03 [ 0.97, 1.09]

1.01 [ 0.96, 1.08]

ANC registration status

 No

Ref

Ref

Ref

 Yes

0.95** [ 0.91, 0.99]

0.95 [ 0.91, 1]

0.95** [ 0.9, 0.99]

Perceived BPCR

 None

Ref

Ref

Ref

 At least one

0.97 [ 0.93, 1.01]

0.98 [ 0.94, 1.02]

0.97 [ 0.93, 1.01]

 All

0.9*** [ 0.86, 0.93]

0.91*** [ 0.87, 0.95]

0.88*** [ 0.84, 0.92]

Getting medical help for self is problem?

 No

Ref

Ref

Ref

 Low

1.02 [ 0.98, 1.06]

1.02 [ 0.98, 1.06]

1.03 [ 0.99, 1.07]

 Moderate

1.13*** [ 1.09, 1.17]

1.13*** [ 1.09, 1.18]

1.13*** [ 1.09, 1.18]

 High

1.19*** [ 1.14, 1.23]

1.18*** [ 1.14, 1.23]

1.2*** [ 1.15, 1.25]

Perceived quality of antenatal checkups

 None/Some

Ref

Ref

Ref

 All

0.96** [ 0.93, 0.99]

0.97** [ 0.94, 1]

0.98 [ 0.95, 1.01]

Experience of complications

 No

Ref

Ref

Ref

 Any one

1.02 [ 0.99, 1.05]

1.02 [ 0.99, 1.05]

1.02 [ 0.99, 1.05]

 Any two

1.05*** [ 1.02, 1.08]

1.04** [ 1.01, 1.07]

1.03** [ 1, 1.07]

 Three & more

1.09*** [ 1.06, 1.13]

1.07*** [ 1.04, 1.11]

1.05*** [ 1.02, 1.09]

Wealth index

 Poorest

 

Ref

Ref

 Poorer

 

1.08*** [ 1.04, 1.12]

1.03 [ 0.99, 1.07]

 Middle

 

0.99 [ 0.94, 1.03]

0.91*** [ 0.87, 0.95]

 Richer

 

1.04 [ 1, 1.09]

0.92*** [ 0.88, 0.97]

 Richest

 

1.02 [ 0.96, 1.07]

0.84*** [ 0.79, 0.89]

Type of cooking fuel

 Unclean fuel

 

Ref

Ref

 Clean fuel

 

0.98 [ 0.95, 1.01]

1.03 [ 0.99, 1.06]

Media Exposure

 Not at all

 

Ref

Ref

 Less than/at least once

 

0.94*** [ 0.92, 0.97]

0.96** [ 0.93, 0.99]

Caste

 General

 

Ref

Ref

 SC

 

1.0 [ 0.96, 1.04]

1.01 [ 0.97, 1.05]

 ST

 

0.87*** [ 0.83, 0.91]

0.91*** [ 0.87, 0.95]

 OBC

 

0.97** [ 0.94, 1]

1.0 [ 0.96, 1.03]

Religion

 Hindu

 

Ref

Ref

 Muslim

 

0.94*** [ 0.9, 0.97]

0.95** [ 0.92, 0.99]

 Other

 

0.89*** [ 0.84, 0.95]

0.92** [ 0.87, 0.98]

Residential Status

 Urban

  

Ref

 Rural

  

1.00 [ 0.97, 1.03]

Maternal community economic status

 High

  

Ref

 Low

  

0.94*** [ 0.91, 0.97]

Maternal community education status

 High

  

Ref

 Low

  

1.04 [ 1, 1.07]

Region

 Southern

  

Ref

 Central

  

1.33*** [ 1.28, 1.39]

 North

  

1.56*** [ 1.48, 1.65]

 Eastern

  

1.00 [ 0.96, 1.05]

 Northeastern

  

0.81*** [ 0.75, 0.88]

 Western

  

1.26*** [ 1.21, 1.32]

 Number of Observation

172,336

154,610

154,610

  1. Authors calculation
  2. Blank cells indicate variables not considered for analysis
  3. p < 0.05**; p < 0.001***; not significant – no star sign [p value result based on Multilevel logistic regression results]