(Row %)
Note: Data from NFHS-4, India, 2015–2016. Percentages were computed by applying sample weights.
Table 4 illustrates the analyses of the causes of overweight/obesity by dietary characteristics of under-five children in India. Children who consumed milk or curd (3.1%), pulses or beans (2.8%), dark-green leafy vegetables (3%), fruits (3.6%), eggs (3.5%), fish (3.3%), chicken or meat (3.6%), fried food (3.3%), and aerated drinks (3.6%) daily were more susceptible to overweight/obesity.
Prevalence of overweight/obesity according to dietary characteristics of under-five children in India ( n = 176,255).
Characteristics | Overweight/Obese Children (Row %) | Normal Children (Row %) | Pearson’s χ2 Value | -Value |
---|---|---|---|---|
59.9 | <0.001 | |||
Never/rarely | 2.1 | 97.9 | ||
Daily | 3.1 | 96.9 | ||
Weekly | 2.5 | 97.5 | ||
28.7 | <0.001 | |||
Never/rarely | 2.8 | 97.2 | ||
Daily | 2.8 | 97.2 | ||
Weekly | 2.4 | 97.6 | ||
72.0 | <0.001 | |||
Never/rarely | 2.1 | 98.0 | ||
Daily | 3.0 | 97.1 | ||
Weekly | 2.4 | 97.6 | ||
85.3 | <0.001 | |||
Never/rarely | 2.4 | 97.7 | ||
Daily | 3.6 | 96.4 | ||
Weekly | 2.8 | 97.2 | ||
76.8 | <0.001 | |||
Never/rarely | 2.4 | 97.6 | ||
Daily | 3.5 | 96.5 | ||
Weekly | 2.8 | 97.2 | ||
42.1 | <0.001 | |||
Never/rarely | 2.4 | 97.6 | ||
Daily | 3.3 | 96.7 | ||
Weekly | 3.0 | 97.0 | ||
57.6 | <0.001 | |||
Never/rarely | 2.5 | 97.5 | ||
Daily | 3.6 | 96.4 | ||
Weekly | 2.9 | 97.1 | ||
29.6 | <0.001 | |||
Never/rarely | 2.5 | 97.5 | ||
Daily | 3.3 | 96.7 | ||
Weekly | 2.6 | 97.4 | ||
17.0 | <0.001 | |||
Never/rarely | 2.5 | 97.5 | ||
Daily | 3.6 | 96.4 | ||
Weekly | 2.8 | 97.3 |
Table 5 shows the associations between study variables and childhood overweight/obesity among children aged 0–59 months. Male children had an increased risk of being overweight or obese relative to female children (ARR: 1.08 and 95% CI: 1.02–1.14). Children aged 0–11 months had a 3.7 times higher chance of being overweight/obese than children aged 48–59 months (ARR: 3.77 and 95% CI: 3.41–4.16). Normal birth weight was associated with 1.3 times increased probability of being overweight/obese relative to lower birth weight (LBW) (URR: 1.30 and 95% CI: 1.18–1.43). Children who were currently breastfeeding were at a lower risk of being overweight or obese than non-breastfeeding children (ARR: 0.85 and 95% CI: 0.79–0.92). The risk of overweight or obesity was 1.2 times higher among first-born children (ARR: 1.24 and 95% CI: 1.12–1.38). The unadjusted regression model identified a significant relationship between the educational status of mothers and childhood overweight or obesity. Our analysis also revealed that the likelihood of having an overweight or obese child was increased in mothers with a higher educational level relative to that of illiterate mothers. However, this association was not statistically significant ( p = 0.1).
Factors associated with childhood overweight/obesity in India, NFHS, 2015–2016.
Characteristics | Unadjusted Risk Ratio (URR)— 95% CI | Adjusted Risk Ratio (ARR)— 95% CI |
---|---|---|
Male | 1.08 *** (1.02–1.14) | 1.079 ** (1.02–1.14) |
Female † | 1 | 1 |
0–11 | 3.38 *** (3.12–3.70) | 3.77 *** (3.41–4.16) |
12–23 | 1.36 *** (1.24–1.50) | 1.47 *** (1.33–1.64) |
24–35 | 0.88 ** (0.80–0.98) | 0.89 ** (0.80–0.99) |
36–47 | 0.91 * (0.82–1.01) | 0.94 (0.85–1.05) |
48–59† | 1 | 1 |
Low (<2.5 kg) † | 1 | |
Normal (≥2.5 kg) | 1.30 *** (1.18–1.43) | |
No † | 1 | 1 |
Yes | 1.28 *** (1.21–1.36) | 0.85 *** (0.79–0.92) |
1 | 1.42 *** (1.30–1.56) | 1.24 *** (1.12–1.38) |
2 | 1.28 *** (1.16–1.41) | 1.12 ** (1.01–1.25) |
3 | 1.21 *** (1.09–1.34) | 1.16 *** (1.04–1.30) |
4+ † | 1 | 1 |
Illiterate † | 1 | 1 |
Primary | 1.09 * (0.99–1.20) | 0.98 (0.88–1.09) |
Secondary | 1.29 *** (1.20–1.38) | 0.93 (0.85–1.02) |
Higher | 1.92 *** (1.75–2.11) | 1.11 * (0.98–1.26) |
≥4 † | 1 | |
<4 | 1.44 *** (1.33–1.55) | |
<18 years † | 1 | 1 |
≥18 years | 1.52 *** (1.43–1.62) | 1.15 *** (1.08–1.24) |
Thin† | 1 | 1 |
Normal | 1.90 *** (1.75–2.07) | 1.70 *** (1.56–1.86) |
Overweight/obese | 2.19 *** (1.98–2.42) | 1.81 *** (1.62–2.02) |
Low † | 1 | |
Medium | 1.30 *** (1.22–1.38) | |
High | 1.46 *** (1.33–1.61) | |
Rural † | 1 | 1 |
Urban | 1.24 *** (1.17–1.321) | 1.06 (0.98–1.14) |
North † | 1 | 1 |
Central | 0.61 *** (0.56–0.66) | 0.67 *** (0.614–0.737) |
East | 0.60 *** (0.55–0.66) | 0.69 *** (0.616–0.762) |
Northeast | 1.18 *** (1.09–1.29) | 1.07 (0.956–1.202) |
West | 0.75 *** (0.65–0.84) | 0.75 *** (0.649–0.857) |
South | 1.10 ** (1.00–1.22) | 1.07 (0.956–1.194) |
SC † | 1 | 1 |
ST | 1.66 *** (1.48–1.77) | 1.46 *** (1.31–1.62) |
OBC | 1.04 (0.96–1.13) | 1.05 (0.96–1.15) |
Other | 1.32 *** (1.20–1.45) | 1.15 *** (1.04–1.27) |
Hindu † | 1 | 1 |
Muslim | 0.99 (0.91–1.07) | 0.87 *** (0.79–0.96) |
Other | 1.56 *** (1.45–1.68) | 0.94 (0.85–1.05) |
Poorest † | 1 | 1 |
Poorer | 1.02 (0.93–1.11) | 0.84 *** (0.76–0.93) |
Middle | 1.29 *** (1.18–1.40) | 0.98 (0.88–1.09) |
Richer | 1.38 *** (1.27–1.51) | 0.97 (0.87–1.09) |
Richest | 1.72 *** (1.58–1.88) | 1.07 (0.94–1.22) |
<3 food items † | 1 | 1 |
4–6 food items | 1.14 *** (1.07–1.22) | 1.00 (0.94–1.08) |
7–9 food items | 1.47 *** (1.36–1.58) | 1.22 *** (1.12–1.34) |
0.01 ***(0.00952–0.0135) | ||
0.05 | ||
−20281.044 | ||
<0.001 | ||
1.74 |
*** if p < 0.01, ** if p < 0.05, * if p < 0.1. CI= confidence interval, † = reference category, VIF = variance inflation factor.
Children from families with fewer than four siblings had 1.44 times increased chances of being overweight or obese relative to children from families with four or more siblings. The odds of overweight or obesity were more than one time higher among children whose mothers were married after the age of 18 (ARR: 1.15 and 95% CI: 1.08–1.24) and obese (ARR: 1.81 and 95% CI: 1.62–2.02). The prevalence of overweight or obesity was 1.46 times increased among children whose mothers were fully engaged in mass media. Children living in urban areas in the north-eastern and southern regions among those who belonged to other communities and the richest household quintile had a higher probability of being overweight or obese than other children. However, the adjusted table did not show that this association was statistically significant. In terms of social category, children belonging to a scheduled tribe had 1.4 times increased possibility of being overweight compared to children belonging to a scheduled caste (ARR: 1.46 and 95% CI: 1.31–1.62), and children from families with Muslim religious beliefs had a lower prevalence of overweight/obesity than children from Hindu families (ARR: 0.87 and 95% CI: 0.79–0.96). Children who consumed 7–9 food items had an increased chance of overweight/obesity as compared to children who consumed <3 food items (ARR: 1.22 and 95% CI: 1.12–1.34) ( Table 5 ).
In the present study, we examined the incidence of overweight and obesity among children in India, as well as the contributing factors. According to the survey, 2.6% of Indian children under five years of age were obese or overweight. Compared with other South Asian countries, childhood overweight/obesity was found to be higher in India (2.8%) than in Bangladesh (1.6%) and Nepal (1.4%) and lower than in Maldives (5.4%) and Pakistan (4.9%) [ 26 ]. Overweight/obesity among under-five children in India was significantly associated with sex, age, birth weight, birth rank, number of children, age at marriage, mother’s BMI, maternal education, media exposure, social groups, and dietary diversity score.
The study results reveal that male children were more likely to be overweight or obese than female children. This results of the present study are also compatible with evidence from Ethiopia [ 27 ], Ghana [ 29 ], Nepal [ 30 ], Pakistan [ 31 ], Cameroon [ 32 ], China [ 33 ], and Brazil [ 34 ]. However, our findings contradicts those of other research showing that female children were more likely to be overweight/obese than male children [ 35 , 36 ] or that sex had no considerable influence on overweight or obesity in children [ 37 ]. These contradictory results may be a result of genetic and environmental factors [ 27 ], calorie intake, physical activity behaviors [ 38 , 39 ], and social and individual psychology [ 40 ].
We found that younger children had an increased probability of being overweight or obese relative to their older counterparts. Previous studies carried out in Indonesia [ 41 ], Cameroon [ 32 ], and Malaysia [ 42 ] showed similar results. This phenomenon could be explained by the fact that young children who are fed formula instead of breast milk might become more overweight or obese than older children [ 43 ].
A significant association was also revealed between breastfeeding and childhood overweight in the present study. Children who were currently breastfeeding had a lower probability of being overweight or obese than non-breastfeeding children. These findings are consistent with those of previous research from the United States [ 44 ], China [ 45 ], and Denmark [ 46 ]. It is possible that breast milk supplies a moderate amount of calories and nutrients for children, such as sugar, water, protein, and fat [ 45 , 47 ], which can protect against childhood overweight or obesity.
First-born children were more likely to be overweight or obese compared to children with a higher birth rank (4+) in India. Few researchers have studied the link between birth rank and childhood obesity at an early age. This result is consistent with the results of an investigation in Ethiopia [ 27 , 32 ]. Children with a birth rank of 1–3 were more likely to be overweight/obese than children with a birth rank of >3, according to a cross-sectional examination of 4518 Cameroonian children aged 6–59 months.
A significant determinant of childhood overweight or obesity is maternal education. In India, mothers with higher levels of education had a higher risk of having overweight or obese children. Similar findings were reported in studies in Saudi Arabia [ 48 ], China [ 49 ], Kazakhstan [ 50 ], Nepal [ 30 ], and Bangladesh [ 31 ]. The following factors may explain this result: children from well-educated households may consume more protein, have higher dietary diversity and increased energy and fat intake, and be more likely to have high levels of lipoprotein in their blood, which might cause them to become overweight or obese [ 35 ]. Moreover, educated mothers are more likely to be employed, which could mean that they pay less attention to or observe their children’s physical activity or sitting behavior, such as watching television, less than unemployed mothers, which significantly increases their BMI and obesity [ 51 ]. Furthermore, we found that mothers with higher levels of education tended to feed their children different food and consume unnecessary nutrients, which may increase the risk of their children being overweight or obese [ 52 ].
In the present study, we examined the significant impact that maternal age at marriage had on childhood obesity/overweight in Indian children aged 0–59 months. The odds ratios show that children whose mothers were married after the age of 18 were more likely to be overweight or obese. Children of older mothers or those who married after the age of 18 were more likely to be obese or overweight. [ 53 ]. We were not able to clearly interpret this finding; however, a possible explanation is that mothers married at an older age began investing more in their careers, which reduced mother-child interactions and gave them less time to monitor their children’s physical activity, which may lead to their children being overweight or obese.
Another prominent covariate is the mother’s BMI, which has been strongly associated with childhood overweight or obesity. In the current study, children whose mothers were overweight/obese had a higher risk of becoming overweight or obese than those whose mothers were underweight or thin. Numerous studies have reported maternal BMI as a risk factor for childhood obesity [ 54 , 55 ]. This might be explained by the fact that the evidence of epigenetic processes in the uterus, including DNA methylation and changes in the intestinal microbiome, contributes to obesity in children [ 56 ]. Excessive lifestyle exposure (socioeconomic status, food production, marketing, food scarcity, and an obese environment) promote unhealthy behaviors, to which some individuals are susceptible [ 57 , 58 ]. For example, it is possible that mothers were exposed to such complex factors, which contributed to the development of their obesity. In such a case, their children would be more likely to be exposed to the same complex factors, increasing the growth of the uterus and the tendency toward obesity [ 54 ].
Our findings are consistent with trends that have been identified in developing countries, but the relations did not remain significant upon multidisciplinary analysis. Children with urban residences were more overweight than rural children in India. However, the adjusted risk ratio was not significant. This result is consistent with those reported in a previous study in Cameroon [ 32 ]. Several studies have reported a significant association between childhood overweight and place of residence. Furthermore, overweight children have been reported to more often live in urban areas than rural areas. This finding is in line with those of studies conducted in Peru [ 59 ], Poland [ 60 ], China [ 33 ], and Hawaii [ 61 ].
The present study also highlights a strong association between region and childhood overweight/obesity. The odds of being overweight were almost 1.07 times higher in north-eastern and southern India than in northern India. However, this association was not statistically significant. Overweight rates were two times higher in northern and eastern India than in other regions [ 17 ]. Similarly, a higher prevalence of overweight was observed in north-eastern and southern India than in other regions [ 62 ], which could be explained by the higher socioeconomic status of these regions, which may be affected by rapid urbanization and a reduction in the number of urban playgrounds, which may lead to a sedentary lifestyle for children.
The present study also highlights the increased risk of childhood overweight or obesity among scheduled tribe families compared to scheduled caste families. No previous research has examined such an association, possibly ignoring the direct influence of social groups on the development of childhood overweight and obesity. A high accumulation of body fat percentage was observed among Indian tribes [ 63 ]. Because most tribes are still untouchable, these outcomes can be partially explained by the lack of healthcare awareness and vaccination confidence [ 64 ].
Multivariate analysis has shown a weaker protective effect on children overweight/obese of Muslim religion than Hindu religion in India. A previous study in Cameroon [ 32 ] reported that Muslim families might protect their children against being overweight, possibly due to parental choices with respect to a child’s diet that may be influenced by religion. In other words, religion can affect eating habits as a result of adherence to rules that separate religious groups [ 65 ].
With respect to the relationship between the dietary diversity score and childhood obesity or overweight, we observed a significant gradual increase in the risk of being overweight or obese among children who consumed 7–9 food items daily in India. This result is similar to the results of studies on children in Iran [ 66 ], Saudi Arabia [ 67 ], and the Dongcheng District of Beijing [ 68 ]. The dietary diversity score increased in tandem with the percentage consumption of most food groups, leading to excessive energy intake and obesity [ 69 ]. Higher dietary diversity scores were related to increased energy intake, increased consumption of all three components of micronutrients (vitamin A, iodine, and iron), and increased risk of obesity/overweight [ 70 ]. Higher dietary diversity scores were also associated with daily consumption of several foods, such as curd or milk, pulses or beans, fish, eggs, fruits, chicken or meat, vegetable, fried food, and aerated drinks, which may lead to increased energy accretion and an increased probability of being overweight or obese among children aged 0–59 months in India.
This study has several strengths. The nationally representative data used for respondent selection and the multilevel sampling method reinforce the study results [ 25 ], to a large extent, increasing the generalizability of our results for all children aged 0–59 months in India. This study highlights the dietary intake of children and related problems. Despite having its strengths, this study is also subject to some significant limitations. We were unable to determine the causal relationship between the predictive variable and explanatory variables due to the cross-sectional nature of the data, which may have distorted our estimates or resulted in the absence of an association. Another limitation is that this analysis did not include all possible sociodemographic and household variables. The present study explains some sociodemographic and household characteristics of overweight or obesity among Indian children under the age of under-five, but it cannot account for factors related to physical activities or children’s lifestyles. We have superscribed this limitation to address the corresponding bias through a verified data imputation method.
In the present study, we examined the sociodemographic and household factors associated with overweight or obesity among under-five children in India. Risk factors of overweight include being a male child, having a high birth weight, being aged between 0–23 months, and having a low birth rank, whereas breastfeeding protects against overweight or obesity among children between 0 and 59 months of age. The likelihood of being overweight or obese, having children with more than four siblings, getting married after turning 18, and increased media exposure were also higher in children whose mothers had higher levels of education. This study also indicates a high prevalence of early childhood overweight, with significant disparities between dietary diversity scores and scheduled tribe families in India. However, Muslim families appeared to be a protective factor against childhood overweight/obesity. In terms of preventative strategies, parents should focus on advocacy campaigns to reduce excess weight and obesity and strengthen clinical measures, such as antenatal weight gain monitoring, which could help to counteract overweight or obese children in later life. Further studies, i.e., nutrition education studies on feeding practice and physical activity, should be conducted in higher socioeconomic environments. The government should clinically follow up with children with high birth weight in an effort to prevent later childhood overweight. More studies are needed to investigate other possible risk factors linked to the increase in childhood overweight or obesity in India.
The authors are grateful to the International Institute for Population Sciences (IIPS), Mumbai, for providing access to the data used in this work.
This research received no external funding.
Conceptualization, J.S.; methodology, J.S. and P.C.; formal analysis, J.S. and F.A.; investigation, J.S., P.C., T.G. and S.M.; resources, F.A.; data curation, J.S.; supervision, P.C. and F.A.; project administration, P.C.; writing—original draft preparation, J.S. and F.A.; writing—review and editing, F.A., P.C., T.G., S.M., M.S., S.F. and K.T. All authors have read and agreed to the published version of the manuscript.
The International Institute for Population Sciences (IIPS), Mumbai, provided ethical clearance for the National Family Health Survey (NFHS-4). The Inner City Fund (ICF) International Review Board (IRB) examined and approved this work. Respondents were provided written permission to take part in the survey.
The current investigation relied on secondary data that was freely accessible in the public domain. There is no identifying information about the survey participants in the dataset. As a result, no ethical clearance was necessary to perform this research.
Conflicts of interest.
The authors declare no conflict of interest.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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