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Table 3 Multivariable Regression results of Multilevel models for severe stunting, MICS Punjab-2014 (n = 25,066)

From: Why under five children are stunted in Pakistan? A multilevel analysis of Punjab Multiple indicator Cluster Survey (MICS-2014)

Severe Stunting SD > − 3

Variables

Model 1a

Model 2b Cohen’s d & OR [95% CI]

Model 3cCohen’s d & OR [95% CI]

Model4dCohen’s d & OR [95% CI]

Individual and Household Level Characteristics

Child age group (months)(Reference Category 0–5 months)

  06–11

 

(0.24) 1.56 [1.9,3.5]

(0.24) 1.57 [1.0,2.6]

(0.24) 1.57 [1.0,2.6]

  12–23

 

(0.87) 4.85***[5.1,10.3]

(0.88) 4.92***[2.9,8.2]

(0.88) 4.94***[3.0,8.2]

  24–35

 

(0.84) 4.62***[4.1,9.5]

(0.84) 4.61***[2.5,8.7]

(0.84) 4.61***[2.5,8.7]

  36–47

 

(1.02) 6.36***[7.3,32.5]

(1.02) 6.35***[2.3,17.9]

(1.02) 6.42***[2.3,18.3]

  48–59

 

(1.07) 6.98***[6.5,27.2]

(1.07) 6.97***[2.4,20.3]

(1.08) 7.04***[2.4,20.7]

Child order(Reference Category First Born)

  Second

 

(0.31) 1.76*** [1.4,1.8]

(o.30) 1.73*** [1.4,2.1]

(0.30) 1.72*** [1.4,2.1]

  More than 2

 

(0.55) 2.71*** [2.4,4.1]

(0.53) 2.62*** [1.7,4.0]

(0.53) 2.60*** [1.7,3.9]

Gender of child(Reference Category Boy)

  Girl

 

(0.13) 1.27***[1.1,1.2]

(0.13) 1.27***[1.2,1.4]

(0.13) 1.27***[1.2,1.4]

Child size at birth(Reference Category Small Size)

  Average

 

(0.20) 0.69**[0.5,0.9]

(0.20) 0.70**[0.5,0.9]

(0.20) 0.68**[0.5,0.9]

  Large

 

(0.25) 0.63***[.4,0.8]

(0.26) 0.62***[0.4,0.8]

(0.27) 0.61***[.4,.8]

Diarrhea(Reference Category No)

  Yes

 

(0.25) 0.64***[0.6,0.8]

(0.25) 0.65***[0.6,0.8]

(0.25) 0.65***[0.6,0.8]

Breast Feeding(Reference Category yes)

  No

 

(0.34) 1.87**[1.0,1.7]

(0.340 1.89**[1.3,2.8]

(0.340 1.87**[1.3,2.8]

Mother Education(Reference Category No Education)

  Primary

 

(0.28) 0.60***[0.6,0.8]

(0.18) 0.72**[0.6,0.9]

(0.18) 0.72**[0.6,0.9]

  Middle

 

(0.43) 0.46***[0.4,0.6]

(0.28) 0.61***[0.5,0.8]

(0.28) 0.61***[0.5,0.8]

  Secondary

 

(0.50) 0.40***[0.4,0.6]

(0.32) 0.56***[0.4,0.7]

(0.32) 0.56***[0.4,0.7]

  Higher

 

(0.83) 0.22***[0.2,0.3]

(0.64) 0.31***[0.2,0.5]

(0.64) 0.31***[0.2,0.5]

Mother Age (years)(Reference Category age of women < 18 years of age)

  Age > =18 & < =24

 

(0.005) 0.99 [0.7,1.2]

(0.02) 1.03 [0.8,1.3]

(0.02) 1.03 [0.8,1.3]

  Age > 24 & < =35

 

(0.06) 0.89 [0.8,1.1]

(0.04) 0.93 [0.7,1.2]

(0.04) 0.93 [0.7,1.2]

  Age > 36

 

(0.04) 0.92 [0.7,1.0]

(0.04) 0.93 [0.7,1.2]

(0.04) 0.93 [0.7,1.2]

Postnatal Care(Reference category yes)

  No

 

(0.03) 0.95 [0.9,1.1]

(0.03) 0.95 [0.8,1.2]

(0.03) 0.94 [0.8,1.2]

Prenatal Care(Reference category 1–4 visits)

  More than 4 visit

 

(0.005) 0.99 [0.8,1.0]

(0.03) 1.06 [0.9,1.3]

(0.03) 1.07 [0.9,1.3]

Delivery place(Reference category Home)

  Hospital

 

(0.03) 0.96 [0.8,1.1]

(0.02) 1.02 [0.8,1.3]

(0.02) 1.03 [0.8,1.3]

Father education(Reference category No Education)

  Primary

 

(0.12) 0.80*[0.7,1.0]

(0.08) 0.86 [0.7,1.0]

(0.08) 0.87 [0.7,1.0]

  Middle

 

(0.32) 0.56***[0.6,0.7]

(0.26) 0.63***[0.5,0.7]

(0.25) 0.64***[0.6,0.8]

  Secondary

 

(0.32) 0.56***[0.5,0.6]

(0.23) 0.66***[0.5,0.8]

(0.23) 0.67**[0.5,0.9]

  Higher

 

(0.49) 0.41***[0.3,0.5]

(0.38) 0.50***[0.4,0.6]

(0.37) 0.51***[0.4,0.6]

Wealth Index(Reference category Poor)

  Middle

  

(0.27) 0.61*** [0.5,0.7]

(0.27) 0.61*** [0.5,0.7]

  Rich

  

(0.43) 0.46*** [0.4,0.6]

90.43) 0.46*** [0.4,0.6]

HH size(Reference category HH size 3–4 members)

  5–6 members

  

(0.09) 1.18 [0.9,1.5]

(0.09) 1.18 [0.9,1.5]

  7–8 members

  

(0.11) 1.23 [0.9,1.6]

(0.11) 1.23 [0.9,1.6]

   > 8 members

  

(0.11) 1.23 [1.0,1.6]

(0.11) 1.23 [1.0,1.6]

Community Level Characteristics

Ethnicity(Reference category Urdu)

  Punjabi

  

(0.09) 0.85 [0.5,1.3]

(0.09) 0.85 [0.5,1.3]

  Saraikai

  

(0.07) 1.15 [0.8,1.7]

(0.06) 1.11 [0.7,1.7]

  Others

  

(0.08) 1.17 [0.8,1.8]

(0.09) 1.18 [0.8,1.8]

Region(Reference category Urban)

  Rural

 

(0.09) 1.18 [1.0,1.4]

(0.09) 0.85 [0.7,1.0]

(0.09) 0.87 [0.7,1.0]

Sanitation facility(Reference category Unimproved)

  Improved

  

(0.13) 0.79** [0.7,0.9]

(0.13) 0.79** [0.7,0.9]

Drinking water facility(Reference category Unimproved)

  Improved

  

(0.08) 1.17 [0.9,1.6]

(0.07) 1.15 [0.9,1.5]

Water treatment(Reference category Treated)

  Untreated

  

(0.07) 1.15 [0.7,1.8]

(0.07) 1.17 [0.8,1.8]

Regional Level Characteristics

Food Insecurity index(Reference category Food Insecure)

  Food Vulnerable

   

(0.08) 0.87 [0.6,1.2]

  Food Secure

   

(0.14) 0.77 [0.6,1.1]

Division(Reference category Rawalpindi Division)

  Bahawalpur

   

(0.25) 1.57* [1.0,2.4]

  D.G Khan

   

(0.34) 1.84** [1.2,2.9]

  Faisalabad

   

(0.27) 1.63* [1.1,2.4]

  Gujranwala

   

(0.26) 1.60* [1.0,2.5]

  Lahore

   

(0.38) 1.98** [1.2,3.2]

  Multan

   

(0.19) 1.41 [0.9,2.1]

  Sahiwal

   

(0.25) 1.57* [1.1,2.3]

  Sargodha

   

0.93 [0.6,1.4]

  Constant

−3.14 (0.25) ***

0.011 (0.005) ***

0.013 (0.010) ***

0.012 (0.001) ***

  Level-1 (Household)

1.16 (0.16) ***

2.51 *** (1.3,4.7)

2.50***(1.3,3.7)

2.50***(1.3,4.7)

  Level − 2 (community)

0.55 (0.05) ***

0.20 ***(0.1, 0.4)

0.19*** (0.07,0.3)

0.19***(0.09.0.4)

  Level − 3 (District)

0.48 (0.06) ***

0.10 ***(0.04,0.2)

0.06***(0.01,0.08)

0.02*(0.0,0.05)

  Chi2

(628.88)***

   
  1. Cohen’s d values are on the left side of each column in parenthesis
  2. OR Odds Ratio, CI = 95% Confidence Intervals in brackets. * p < 0.05, ** p < 0.01, *** p < 0.001
  3. a = base model (unconditional three level hierarchical model), b = hierarchical model with child and parental characteristics, c = hierarchical model with child, parental and household characteristics and d = hierarchical model with child, parental, household and districts food insecurity index and division