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. 2020 Nov 5;30(11):485–496. doi: 10.2188/jea.JE20190064

Table 2. Variance estimates in child anthropometry and hemoglobin level using four-level random intercepts models, and % explained by a comprehensive set of covariates, National Family Health Survey (NFHS-4).

  Primary Analysis (n = 139,116) Secondary Analysis (n = 25,605)


Variance estimates (95% CI) % Explained (95% CI) Variance estimates (95% CI) % Explained (95% CI)




Model 1 Model 2 Model 1 vs Model 2 Model 1 Model 3 Model 1 vs Model 3
Height-for-age z-scores            
 Between-population 0.38 (0.37, 0.38) 0.25 (0.24, 0.26) 33.3 (32.6, 34.0)% 0.78 (0.76, 0.80) 0.63 (0.62, 0.64) 20.1 (18.7, 21.6)%
 Within-population 2.21 (2.20, 2.22) 2.09 (2.07, 2.11) 5.4 (4.8, 6.1)% 1.86 (1.84, 1.88) 1.76 (1.74, 1.78) 5.2 (4.3, 6.1)%
Weight-for-age z-scores            
 Between-population 0.27 (0.27, 0.27) 0.16 (0.15, 0.17) 39.4 (38.2, 39.6)% 0.49 (0.48, 0.51) 0.35 (0.34, 0.36) 28.9 (27.0, 30.7)%
 Within-population 1.17 (1.16, 1.18) 1.08 (1.07, 1.09) 7.5 (7.3, 7.7)% 0.97 (0.96, 0.98) 0.90 (0.89, 0.91) 7.9 (6.7, 9.1)%
Weight-for-height z-scores            
 Between-population 0.29 (0.29, 0.29) 0.25 (0.25, 0.25) 12.8 (12.1, 13.5)% 0.59 (0.58, 0.60) 0.53 (0.52, 0.54) 9.9 (9.2, 10.7)%
 Within-population 1.55 (1.54, 1.56) 1.52 (1.51, 1.53) 2.0 (1.4, 2.6)% 1.27 (1.26, 1.28) 1.24 (1.23, 1.25) 2.4 (1.9, 2.9)%
Standardized Hemoglobin            
 Between-population 0.21 (0.20, 0.22) 0.20 (0.19, 0.21) 2.1 (1.5, 2.8)% 0.46 (0.45, 0.47) 0.45 (0.44, 0.46) 1.6 (1.1, 2.0)%
 Within-population 0.83 (0.83, 0.83) 0.83 (0.83, 0.83) 0.2 (0.0, 0.4)% 0.61 (0.60, 0.62) 0.61 (0.60, 0.62) 0.5 (0.2, 0.7)%

CI, confidence interval.

Model 1: age and sex.

Model 2: Model 1 + birth order, residence (urban/rural), household wealth, mother’s height, mother’s BMI, mother’s age at marriage, child’s dietary diversity, breastfeeding, drinking water availability, sanitation, safe stool disposal, infectious disease, household air quality, iodized salt, vitamin A supplementation, full vaccination, family planning, skilled birth attendant, antenatal care visits, child diarrhea in past 2 weeks, mother sought care for child with cough/fever.

Model 3: Model 2 + father’s height, father’s BMI, father’s education, father’s age.

% Explained refers to the change in variance estimates from Model 1 to Model 2 (or Model 3). For example, % explained in between-population variation from Model 1 and Model 2 is calculated ([σu02+σv02+σf02]model 1[σu02+σv02+σf02]model 2[σu02+σv02+σf02]model 1)×100 and % explained in within-population variation from Model 1 and Model 2 is calculated as ([σe02]model 1[σe02]model 2[σe02]model 1)×100. 95% confidence intervals for % explained calculated via bootstrapping with 1,000 bootstrap re-samples.