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DIET QUALITY, WATER AND TOILETS: WHAT
ROLES FOR CHILD UNDERNUTRITION IN INDIA?
Purnima Menon, PhD
Senior Research Fellow
Poverty Health and Nutrition Division
International Food Policy Research Institute (IFPRI)
New Delhi, India
August 3, 2013
Acknowledgements
Co-authors
Analysis and manuscript
Shruthi Cyriac (IFPRI)
Apurva Bamezai (IFPRI)
Funding for analysis
UNICEF, India
Objectives
Examine associations between WASH practices and child
anthropometric outcomes
examine the interactions between WASH and infant and young child
feeding (IYCF) practices and their combined effect on child
anthropometric outcomes
DATA and METHODS
Data
Data: National Family Health Survey – III, 2005-06,
child data set.
Sample:
12,633 children 0-23.9 mo
Varies by sample needed for each IYCF indicator
Sample size for each indicator-specific age group
Age Groups (in months) ALL INDIA
0-5.99 3076
6-23.99
-Minimum Acceptable Diet 8001
-Minimum Diet Diversity 9557
0-23.99 12633
Analysis
– Descriptive analysis of patterns in IYCF, WASH and
anthropometry
– OLS regression analysis for mean anthropometric outcomes
(height for age z-scores (HAZ), weight-for-age z-scores
(WAZ), weight for height z-scores (WHZ))
– Logit regression analysis for bivariate anthropometric outcomes
(stunting, wasting, underweight)
– All analyses use svy commands to adjust for survey design and
clustering (using Stata 11 and 12)
Dependent variable: Anthropometric Indicators
• Height for Age Z Score(HAZ)
• Weight for Age Z Score (WAZ)
• Weight for Height Z Score (WHZ)
Stunting: if HAZ is “– 2” standard deviations (below) from the
reference population median
Underweight: if WAZ is “– 2” standard deviations (below) from the reference population median
Wasting: if WHZ is “– 2” standard deviations (below) from the reference population median
All anthropometry indicators created using WHO International Growth Reference 2006
Independent variables: Key IYCF indicators
INDICATOR DEFINITION
Exclusive breastfeeding under 6 months
Proportion of infants 0–5 months of age who
are fed exclusively with breast milk
Minimum dietary diversity Proportion of children 6–23 months of age
who receive foods from 4 or more food groups
Minimum acceptable diet Proportion of children 6–23 months of age
who receive a minimum acceptable diet (apart
from breast milk).
Independent variables: Key WASH indicators
INDICATOR DEFINITION
Improved Source of Drinking
water
When the source of drinking water is piped into
dwelling/yard/plot, public tap/standpipe, tube
well/bore well/protected well, protected spring,
rainwater or bottled water
Improved Type of toilet facility
When there is a flush connected to piped sewer
system/septic tank/pit latrine, pit latrine which is
ventilated improved pit/with slab or when there is a
composting toilet
Improved manner of disposal of
child's stool when not using toilet
facility
When disposal is using a toilet/latrine/pit, rinsed in
toilet/latrine or buried
Other variables in analyses
Child characteristics Child age; age-squared
Size of child at birth (reported);
Child sex
Maternal characteristics Age of mother at 1st birth
Whether mother worked in last 12 months
Maternal nutrition status (height, BMI)
Maternal education
Number of children
Prenatal care visits
Maternal diet diversity
Frequency of reading newspaper*
Frequency of listening to radio*
Frequency of watch television*
Household Socio-economic status (wealth quintiles)*
Place of residence
Caste*
Religion*
State State dummies
*variables not included in all results in this presentation
Results
Child nutrition by age, NFHS-3, 2005-06
-2.5
-2
-1.5
-1
-0.5
0
Age (in months)
HAZ
WHZ
WAZ
Source: Data from NFHS III
(2005-06)
Stunting by child age, NFHS-3, 2005-06
0
10
20
30
40
50
60
70
80
90
100
% Children who areModerately Stunted(-3<HAZ<-2)*
% Children Who areSeverely StuntedHAZ<-3*
Source: Authors’ estimates based on data from NFHS III (2005-06)
Coverage of essential inputs for nutrition in India
0
10
20
30
40
50
60
70
80
90
100
India
Early Inititation of Breastfeeding
Exclusive BF (0-6 Months)
Introduction of CF at 6-9 Months
3 Expected IYCF Practices
Iron-rich Foods
All basic Immunisations
Stools Safely disposed
Vitamin A Supplementation (<3s)
Adolescent Girls (15-19 Years)Non-Anemic*HH - Adequately Iodised Salt
Diarrhea: Children Fed >= Usual
SAM: Children with access to care
The GOAL : 100%
Gap
Menon, Raabe & Bhaskar, 2009
Percentage of mothers with children under age five,
who use different methods to dispose the last stools of
their youngest child, NFHS India, 2005-06
1.4 2.5 6
14.1
20.8
27.8
9.3 9.6 9
8.1
8.3
9
20.2
11.3 7
3.8
2.8
2.4
33.7
38
33.5 22.8 12.8
7
28.3 34.9
42.8
49.2 53.5 52.9
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
<6 6-11 12-23 24-35 36-47 48-59
Left in the open
Thrown intogarbage
Put/rinsed intodrain or ditch
Put/rinsed intotoilet or latrine
Child used toilet orlatrine
Percentage of wasting, by exclusive breast feeding
and WASH categories
0 5 10 15 20 25 30 35 40
EBF 0, DW 0
EBF 1, DW 0
EBF 0, DW 1
EBF 1, DW 1
EBF 0, TT 0
EBF 1, TT 0
EBF 0, TT 1
EBF 1, TT 1
EBF 0, CSD 0
EBF 1, CSD 0
EBF 0, CSD 1
EBF 1, CSD 1
Ch
ild S
too
l
Dis
po
sal
Toile
t Ty
pe
D
rin
kin
g W
ate
r
Sou
rce
Key: EBF: Exclusive Breast Feeding; CSD: Child Stool Disposal; TT: Toilet Type; DW: Drinking Water;
1= Yes; 2= No
Percentage of Underweight by Minimum Diet Diversity
and WASH variables
0 10 20 30 40 50 60
MDD 0, DW 0
MDD 1, DW 0
MDD 0, DW 1
MDD 1, DW 1
MDD 0, TT 0
MDD 1, TT 0
MDD 0, TT 1
MDD 1, TT 1
MDD 0, CSD 0
MDD 1, CSD 0
MDD 0, CSD 1
MDD 1, CSD 1
Key: MDD: Minimum Diet Diversity; CSD: Child Stool Disposal; TT: Toilet Type; DW: Drinking Water;
1= Yes; 2= No
Dri
nki
ng
Wat
er
Sou
rce
Toile
t Ty
pe
C
hild
Sto
ol
Dis
po
sal
Percentage of Stunting, by Minimum Adequate Diet
and WASH categories
0 10 20 30 40 50 60
MAD 0, DW 0
MAD 1, DW 0
MAD 0, DW 1
MAD 1, DW 1
MAD 0, TT 0
MAD 1, TT 0
MAD 0, TT 1
MAD 1, TT 1
MAD 0, CSD 0
MAD 1, CSD 0
MAD 0, CSD 1
MAD 1, CSD 1
Key: MAD: Minimum Adequate Diet; CSD: Child Stool Disposal; TT: Toilet Type; DW: Drinking Water;
1= Yes; 2= No
Dri
nki
ng
Wat
er
Sou
rce
Toile
t Ty
pe
C
hild
Sto
ol
Dis
po
sal
Associations between WASH variables and child anthropometry
among children 6-23.99 months,
(Linear regression results)
DEPENDENT VARIABLES INDEPENDENT VARIABLES↓
HAZ COEFFICIENT
WAZ COEFFICIENT
WHZ COEFFICIENT
Diet Diversity (Continuous) 0.0876*** 0.0671*** 0.0273+
Source of drinking water -0.0270 0.00114 0.0166
Type of toilet facility 0.0992+ 0.0295 -0.0323
Disposal of child’s stool when not using toilet 0.0835 0.0623 0.0346
Child Age (Months) -0.238*** -0.0448* -0.00432
Child Age (Squared) 0.00445*** 0.000173 0.000227
Size of child at birth (reported)
Larger than average vs. very large -0.193 -0.195* -0.131
Average vs. very large -0.207+ -0.210* -0.141
Smaller than average vs. very large -0.414*** -0.508*** -0.405***
Very small vs. very large -0.498*** -0.688*** -0.581***
Associations between WASH variables and child
anthropometry among children 6-23.99 months
(Linear regression results) Contd. DEPENDENT VARIABLES
INDEPENDENT VARIABLES↓
HAZ COEFFICIENT
WAZ COEFFICIENT
WHZ COEFFICIENT
Child sex (reference: male) -0.142*** -0.0398 -0.00622
Age of mother at 1st birth 0.0159* 0.00586 -0.00360
Whether mother worked in last 12 months
In the past year vs. not working -0.0634 -0.103+ -0.0891
Currently working vs. not working -0.121* -0.157*** -0.123**
Has a job, but on leave last 7 days vs. not working 0.0601 0.0371 0.00325
State dummies
Maternal height (cms) 0.0575*** 0.0429*** 0.0168***
Maternal BMI 0.0123* 0.0289*** 0.0314***
Maternal education
Primary vs. none 0.0404 0.0591 0.0538
Secondary vs. none 0.0577 0.111* 0.112*
Associations between WASH variables and child
anthropometry among children 6-23.99 months
(Linear regression results) Contd. DEPENDENT VARIABLES
INDEPENDENT VARIABLES↓
HAZ COEFFICIENT
WAZ COEFFICIENT
WHZ COEFFICIENT
Prenatal care visit
1-3 vs. none 0.108+ 0.105* 0.0646
4+ vs. none 0.195** 0.200*** 0.132*
Simple asset count index 0.0231** 0.0178** 0.00850
Number of children -0.0441+ -0.0320+ -0.0119
Maternal diet diversity 0.00810 0.00986 0.00804
House type
Semi-pucca vs. kachha -0.00524 0.0235 0.0267
Pucca vs. kachha 0.0413 0.154* 0.168*
Constant -8.703*** -8.379*** -4.150***
N 9505 9505 9505 Significant effect: + p < 0.10, * p < 0.05, ** p < 0.01, *** p < 0.001
Summary of regression results - interactions between IYCF
and WASH variables
IYCF indicators
Included in the model
WASH Variable HAZ
IYCF 0
WASH 1
HAZ
IYCF 1
WASH 0
HAZ
IYCF 1
WASH 1
Exclusive BF (0-5.99m) (N=3076)
Source of Drinking water 0.0127 (0.92)
-0.0891 (0.65)
0.1993 (0.17)
Type of toilet facility 0.0496 (0.70)
-0.2100* (0.04)
-0.1010 (0.54)
Disposal of child’s stool
when not using toilet
0.0973 (0.47)
-0.2195* (0.02)
0.1005 (0.60)
Diet diversity – (6-23m) (N= 9557)
Source of Drinking water -0.0326 (0.63)
0.1807 (0.11)
0.1430+ (0.08)
Type of toilet facility 0.1312* (0.03)
0.2220** (0.01)
0.2561** (0.002)
Disposal of child’s stool
when not using toilet
0.1256+ (0.07)
0.2059*** (0.001)
0.1999* (0.04)
Figures in table are regression coefficients, p values in parenthesis
Significant effect: + p < 0.10, * p < 0.05, ** p < 0.01, *** p < 0.001
IYCF 0 : Unimproved feeding practice WASH 0: Unimproved source of water/sanitation
IYCF 1 : Improved feeding practice WASH 1: Improved source of water/sanitation
Summary table of regression results from linear
regression models including interactions between IYCF
and WASH variables: Dependent variable: HAZ (Contd.)
IYCF indicators
Included in the model
WASH Variable HAZ
IYCF 0
WASH 1
HAZ
IYCF 1
WASH 0
HAZ
IYCF 1
WASH 1
Minimum acceptable diet (6-
23m)
Source of Drinking water
-0.0268 (0.69)
0.2027 (0.17)
0.1105 (0.24)
Type of toilet facility
0.1784** (0.004)
0.2422** (0.01)
0.2133* (0.04)
Disposal of child’s stool when
not using toilet
0.0731 (0.30)
0.1701* (0.03)
0.1329 (0.34)
IYCF 0 : Unimproved feeding practice WASH 0: Unimproved source of water/sanitation
IYCF 1 : Improved feeding practice WASH 1: Improved source of water/sanitation
Figures in table are regression coefficients, p values in parenthesis
Significant effect: + p < 0.10, * p < 0.05, ** p < 0.01, *** p < 0.001
Association between IYCF and WASH interactions and
stunting – All India (logit analyses)
IYCF indicators
Included in the model
WASH Variable Stunting
IYCF 0
WASH 1
Stunting
IYCF 1
WASH 0
Stunting
IYCF 1
WASH 1
Exclusive BF (0-5.99m) (N=3076)
Source of Drinking water 1.344 (0.89-2.03)
1.203 (0.65-2.21)
1.522+ (0.96-2.42)
Type of toilet facility 1.028 (0.68-1.55)
1.067 (0.77-1.49)
1.435 (0.88-2.33)
Disposal of child’s stool when
not using toilet
0.761 (0.47-1.24)
1.165 (0.86-1.57)
0.712 (0.40-1.28)
Diet diversity – (6-23m) (N= 9557)
Source of Drinking water 1.007 (0.83-1.23)
0.579** (0.39-0.85)
0.798+ (0.62-1.03)
Type of toilet facility 0.774** (0.65-0.92)
0.811+ (0.64-1.02)
0.544*** (0.42-0.70)
Disposal of child’s stool when
not using toilet
0.971 (0.79-1.19)
0.760** (0.63-0.92)
0.751+ (0.56-1.01)
IYCF 0 : Unimproved feeding practice WASH 0: Unimproved source of water/sanitation
IYCF 1 : Improved feeding practice WASH 1: Improved source of water/sanitation
Figures in table are regression coefficients, CIs in parenthesis
Significant effect: + p < 0.10, * p < 0.05, ** p < 0.01, *** p < 0.001
Association between IYCF and WASH interactions
and stunting – All India (logit analyses) Contd.
IYCF indicators
Included in the model
WASH Variable Stunting
IYCF 0
WASH 1
Stunting
IYCF 1
WASH 0
Stunting
IYCF 1
WASH 1
Minimum acceptable diet
(6-23m)
Source of Drinking water 1.052 (0.86-1.29)
0.700 (0.42-1.16)
0.931 (0.69-1.25)
Type of toilet facility 0.734*** (0.61-0.88)
0.874 (0.64-1.20)
0.613** (0.45-0.84)
Disposal of child’s stool
when not using toilet
1.067 (0.60-1.38)
0. 857 (0.66-1.11)
0. 914 (0.86-1.33)
IYCF 0 : Unimproved feeding practice WASH 0: Unimproved source of water/sanitation
IYCF 1 : Improved feeding practice WASH 1: Improved source of water/sanitation
Figures in table are regression coefficients, CIs in parenthesis
Significant effect: + p < 0.10, * p < 0.05, ** p < 0.01, *** p < 0.001
Other notable results
Child size at birth strongly determines nutrition outcomes
Maternal characteristics are significantly associated with all child nutrition outcomes
Maternal height, maternal education, maternal age at first birth, maternal BMI & use of prenatal care
Household characteristics (wealth, caste) are significantly associated with almost all child nutrition outcomes
State dummies are mostly significant
Limitations of these analyses
Data are cross-sectional in nature; limiting claims of
causality
Household level control variables are somewhat
limited (e.g., no consumption-expenditure data;
limited asset lists)
Data are somewhat dated (2005-06/2007) – IYCF
practices could have changed over time as could
nutrition indicators and associations
Summary Results
WASH variables reflecting sanitation conditions and hygiene practices, especially toilet type and child stool disposal, were more strongly associated with nutritional outcomes than drinking water.
IYCF practices, especially indicators of the quality of complementary feeding diets, are associated with better anthropometric outcomes in this context.
The effects of IYCF and of WASH indicators are not independent, based on the analyses in this paper. Specifically, improved IYCF practices, especially better dietary quality, are protective for HAZ and WAZ, under poor sanitary conditions.
We see some variability in the IYCF-WASH interactive effects, depending on the nutritional outcome at hand. For some combinations of IYCF-WASH, there is a larger main effect of improved sanitation; for others, IYCF is more strongly associated with nutritional outcomes than the sanitation indicators.