Skip to main content

Table 8 Parameter estimation of undernutrition indicators using Multivariate binary logistic regression

From: Multilevel multivariate modeling on the association between undernutrition indices of under-five children in East Africa countries: evidence from recent demographic health survey (DHS) data

Predictors

Stunting

Underweight

Wasting

AOR (95% CI)

P-value

AOR (95%CI)

P-value

AOR (95%CI)

P-value

Intercept

3.188 (3.054, 3.328)

0.000

2.941 (2.872, 3.011)

0.000

2.765 (2.741, 2.790)

0.000

Place of residence

 Urban

Ref

 

Ref

 

Ref

 

 Rural

1.052 (1.040, 1.064)

0.000

1.006 (1.000, 1.013)

0.000

1.000 (0.997, 1.001)

0.416

Education level of mother

 No education

Ref

 

Ref

 

Ref

 

 Primary

0.992 (0.912, 0.931)

0.000

0.974 (0.968, 0.979)

0.000

0.998 (0.995, 1.000)

0.033

 Secondary + 

0.987 (0.979, 0.994)

0.000

1.000 (0.999, 1.013)

0.078

0.999 (0.995, 0.999)

0.018

Source of drinking water

 Not improved

1.022 (1.012, 1.031)

0.000

1.007 (1.002, 1.012)

0.007

1.000 (0.998,1.001)

0.656

 Improved

Ref

 

Ref

 

Ref

 

Family size

 Small

0.969 (0.957, 0.982)

0.000

0.995 (0.988, 1.003)

0.207

1.000 (0.997, 1.002)

0.740

 Medium

0.992 (0.984, 1.000)

0.061

0.997 (0.992, 1.001)

0.129

1.000 (0.998, 1.017)

0.768

 large

Ref

 

Ref

 

Ref

 

Number of under-five children

 Only one

1.007 (0.998, 1.017)

0.135

1.001 (0.995, 1.006)

0.836

1.001 (0.999, 1.003)

0.379

 Two

0.969 (0.962, 0.976)

0.000

0.993 (0.989, 0.997)

0.000

1.000 (0.999, 1.002)

0.926

 3 and more

Ref

 

Ref

 

Ref

 

Wealth index

 Poor

Ref

 

Ref

 

Ref

 

 Middle

0.944 (0.936, 0.951)

0.000

0.986 (0.982, 0.990)

0.000

0.999 (0.997, 1.001)

0.294

 Rich

0.987 (0.978, 0.996)

0.004

1.000 (0.995, 1.005)

0.979

1.000 (0.998, 1.002)

0.797

Mothers at first birth

 Less than 20

Ref

 

Ref

 

Ref

 

 20 to 34

1.049 (0.986, 1.116)

0.129

1.018 (0.984, 1.053)

0.307

1.001 (0.988, 1.014)

0.876

 35 to 49

1.019 (0.983, 1.057)

0.295

1.003 (0.983, 1.023)

0.771

1.000 (0.993, 1.008)

0.986

Husband education level

 No education

Ref

 

Ref

 

Ref

 

 Primary

0.951 (0.941, 0.961)

0.000

0.976 (0.970, 0.981)

0.000

0.998 (0.996, 1.000)

0.063

 Secondary + 

0.994 (0.987, 1.002)

0.124

1.001 (0.998, 1.015)

0.000

1.002 (0.999, 1.003)

0.009

Birth order of children

 First

Ref

 

Ref

 

Ref

 

 2 to 3

1.000 (0.989, 1.011)

0.996

1.002 (0.996, 1.008)

0.486

1.000 (0.998, 1.002)

0.951

 4 to 5

1.004 (0.996, 1.013)

0.326

1.001 (0.996, 1.006)

0.770

1.000 (0.999, 1.002)

0.649

 6 and more

0.990 (0.982, 0.998)

0.011

0.996 (0.992, 1.001)

0.059

1.000 (0.998, 1.001)

0.078

Birth type of children

 Single birth

Ref

 

Ref

 

Ref

 

 Multiple births

1.272 (1.240, 1.305)

0.000

1.069 (1.054, 1.084)

0.000

1.001 (0.996, 1.007)

0.610

Sex of children

 Male

Ref

 

Ref

 

Ref

 

 Female

0.937 (0.929, 0.944)

0.000

0.990 (0.985, 0.994)

0.000

0.998 (0.997, 1.000)

0.064

Breastfeeding

 No

Ref

 

Ref

 

Ref

 

 Yes

0.999 (0.992, 1.071)

0.078

0.993 (0.977, 1.009)

0.391

0.997 (0.991, 1.003)

0.290

Place of delivery

 Home

Ref

 

Ref

 

Ref

 

 Health facility

0.998 (1.022, 1.042)

0.000

0.985 (0.980, 0.990)

0.000

0.997 (0.995, 0.999)

0.002

Birth size of a child

    

 Small

Ref

 

Ref

 

Ref

 

 Average

0.904 (0.896, 0.912)

0.000

0.956 (0.951, 0.961)

0.000

0.996 (0.994, 0.998)

0.000

 Large

1.027 (1.020, 1.034)

0.000

1.015 (1.011, 1.019)

0.000

1.002 (1.000, 1.003)

0.029

Diarrhea

 No

Ref

 

Ref

 

Ref

 

 Yes

1.048 (1.036, 1.060)

0.000

1.017 (1.010, 1.023)

0.000

1.001 (0.999, 1.004)

0.239

Fever

 No

Ref

 

Ref

 

Ref

 

 Yes

1.022 (1.011, 1.033)

0.000

1.010 (1.004, 1.016)

0.000

1.001 (0.999, 1.003)

0.346

Cough

 No

Ref

 

Ref

 

Ref

 

 Yes

1.003 (0.993, 1.013)

0.563

1.000 (0.995, 1.006)

0.992

0.999 (0.997, 1.001)

0.298

Age of children in months

 Infant

Ref

 

Ref

 

Ref

 

 12 to 59

1.166 (1.157, 1.174)

0.000

1.020 (1.016, 1.024)

0.000

1.002 (1.002, 1.017)

0.000

Random effect

 Variance

2.790

0.000

2.446

0.000

2.521

0.000

 ICC%

59.10

 

55.87

 

56.61

 

Dependency

OR (95%CI)

P-value

  

Stunting and underweight

3.188 (3.054 – 3.328)

0.000

  

Stunting and wasting

1.015 (0.733 – 1.406)

0.136

  

Underweight and wasting

2.734 (2.734 – 2.879)

0.000

  
  1. Key: Ref. Reference, OR Odds ratio, CI Confidence Interval