Skip to main content
Top
Published in: BMC Public Health 1/2013

Open Access 01-12-2013 | Research article

Rural-urban disparities in child nutrition in Bangladesh and Nepal

Authors: Chittur S Srinivasan, Giacomo Zanello, Bhavani Shankar

Published in: BMC Public Health | Issue 1/2013

Login to get access

Abstract

Background

The persistence of rural-urban disparities in child nutrition outcomes in developing countries alongside rapid urbanisation and increasing incidence of child malnutrition in urban areas raises an important health policy question - whether fundamentally different nutrition policies and interventions are required in rural and urban areas. Addressing this question requires an enhanced understanding of the main drivers of rural-urban disparities in child nutrition outcomes especially for the vulnerable segments of the population. This study applies recently developed statistical methods to quantify the contribution of different socio-economic determinants to rural-urban differences in child nutrition outcomes in two South Asian countries – Bangladesh and Nepal.

Methods

Using DHS data sets for Bangladesh and Nepal, we apply quantile regression-based counterfactual decomposition methods to quantify the contribution of (1) the differences in levels of socio-economic determinants (covariate effects) and (2) the differences in the strength of association between socio-economic determinants and child nutrition outcomes (co-efficient effects) to the observed rural-urban disparities in child HAZ scores. The methodology employed in the study allows the covariate and coefficient effects to vary across entire distribution of child nutrition outcomes. This is particularly useful in providing specific insights into factors influencing rural-urban disparities at the lower tails of child HAZ score distributions. It also helps assess the importance of individual determinants and how they vary across the distribution of HAZ scores.

Results

There are no fundamental differences in the characteristics that determine child nutrition outcomes in urban and rural areas. Differences in the levels of a limited number of socio-economic characteristics – maternal education, spouse’s education and the wealth index (incorporating household asset ownership and access to drinking water and sanitation) contribute a major share of rural-urban disparities in the lowest quantiles of child nutrition outcomes. Differences in the strength of association between socio-economic characteristics and child nutrition outcomes account for less than a quarter of rural-urban disparities at the lower end of the HAZ score distribution.

Conclusions

Public health interventions aimed at overcoming rural-urban disparities in child nutrition outcomes need to focus principally on bridging gaps in socio-economic endowments of rural and urban households and improving the quality of rural infrastructure. Improving child nutrition outcomes in developing countries does not call for fundamentally different approaches to public health interventions in rural and urban areas.
Appendix
Available only for authorised users
Literature
1.
go back to reference Van de Poel E, O'Donnell O, Van Doorslaer E: Are urban children really healthier? Evidence from 47 developing countries. Soc Sci Med. 2007, 65 (10): 1986-2003. 10.1016/j.socscimed.2007.06.032.CrossRefPubMed Van de Poel E, O'Donnell O, Van Doorslaer E: Are urban children really healthier? Evidence from 47 developing countries. Soc Sci Med. 2007, 65 (10): 1986-2003. 10.1016/j.socscimed.2007.06.032.CrossRefPubMed
2.
go back to reference Smith LC, Ruel MT, Ndiaye A: Why is child malnutrition lower in urban than in rural areas? Evidence from 36 developing countries. World Dev. 2005, 33 (8): 1285-1305. 10.1016/j.worlddev.2005.03.002.CrossRef Smith LC, Ruel MT, Ndiaye A: Why is child malnutrition lower in urban than in rural areas? Evidence from 36 developing countries. World Dev. 2005, 33 (8): 1285-1305. 10.1016/j.worlddev.2005.03.002.CrossRef
3.
go back to reference Von Braun J, McComb J, Fred-Mensah BK, Pandya-Lorch R: Urban food insecurity and malnutrition in developing countries: Trends, policies, and research implications. 1993, Washington, DC: International Food Policy Research Institute Von Braun J, McComb J, Fred-Mensah BK, Pandya-Lorch R: Urban food insecurity and malnutrition in developing countries: Trends, policies, and research implications. 1993, Washington, DC: International Food Policy Research Institute
4.
go back to reference Menon P, Ruel MT, Morris SS: Socio-economic differentials in child stunting are consistently larger in urban than in rural areas. Food Nutr Bull. 2001, 21 (3): 282-289.CrossRef Menon P, Ruel MT, Morris SS: Socio-economic differentials in child stunting are consistently larger in urban than in rural areas. Food Nutr Bull. 2001, 21 (3): 282-289.CrossRef
5.
go back to reference Wang L: Determinants of child mortality in LDCs: Empirical findings from demographic and health surveys. Health Policy. 2003, 65 (3): 277-299. 10.1016/S0168-8510(03)00039-3.CrossRefPubMed Wang L: Determinants of child mortality in LDCs: Empirical findings from demographic and health surveys. Health Policy. 2003, 65 (3): 277-299. 10.1016/S0168-8510(03)00039-3.CrossRefPubMed
6.
go back to reference Sahn DE, Stifel DC: Urban–rural inequality in living standards in Africa. J African Econ. 2003, 12 (4): 564-597. 10.1093/jae/12.4.564.CrossRef Sahn DE, Stifel DC: Urban–rural inequality in living standards in Africa. J African Econ. 2003, 12 (4): 564-597. 10.1093/jae/12.4.564.CrossRef
7.
go back to reference Fotso JC: Urban–rural differentials in child malnutrition: trends and socioeconomic correlates in sub-Saharan Africa. Health Place. 2007, 13 (1): 205-223. 10.1016/j.healthplace.2006.01.004.CrossRefPubMed Fotso JC: Urban–rural differentials in child malnutrition: trends and socioeconomic correlates in sub-Saharan Africa. Health Place. 2007, 13 (1): 205-223. 10.1016/j.healthplace.2006.01.004.CrossRefPubMed
8.
go back to reference Fotso JC: Child health inequities in developing countries: differences across urban and rural areas. Int J Equity Health. 2006, 5: 9-10.1186/1475-9276-5-9.CrossRefPubMedPubMedCentral Fotso JC: Child health inequities in developing countries: differences across urban and rural areas. Int J Equity Health. 2006, 5: 9-10.1186/1475-9276-5-9.CrossRefPubMedPubMedCentral
9.
go back to reference Achrya LB, Cleland J: Maternal health services in rural Nepal: does access or quality matter more?. Health Pol Plan. 2000, 15: 223-229. 10.1093/heapol/15.2.223.CrossRef Achrya LB, Cleland J: Maternal health services in rural Nepal: does access or quality matter more?. Health Pol Plan. 2000, 15: 223-229. 10.1093/heapol/15.2.223.CrossRef
10.
go back to reference Dhakal S, Chapman GN, Simkhada PP, Van Teijlingen ER, Stephens J, Raja AE: Utilisation of postnatal care among rural women in Nepal. BMC Pregnancy Childbirth. 2007, 7 (1): 19-10.1186/1471-2393-7-19.CrossRefPubMedPubMedCentral Dhakal S, Chapman GN, Simkhada PP, Van Teijlingen ER, Stephens J, Raja AE: Utilisation of postnatal care among rural women in Nepal. BMC Pregnancy Childbirth. 2007, 7 (1): 19-10.1186/1471-2393-7-19.CrossRefPubMedPubMedCentral
11.
go back to reference Garrett JL, Ruel MT: Are determinants of rural and urban food security and nutritional status different? Some insights from Mozambique. World Dev. 1999, 27 (11): 1955-1975. 10.1016/S0305-750X(99)00091-1.CrossRef Garrett JL, Ruel MT: Are determinants of rural and urban food security and nutritional status different? Some insights from Mozambique. World Dev. 1999, 27 (11): 1955-1975. 10.1016/S0305-750X(99)00091-1.CrossRef
12.
go back to reference Costa-Font J, Fabbri D, Gil J: Decomposing body mass index gaps between Mediterranean countries: A counterfactual quantile regression analysis. Econ Hum Biol. 2008, 7 (3): 351-365.CrossRef Costa-Font J, Fabbri D, Gil J: Decomposing body mass index gaps between Mediterranean countries: A counterfactual quantile regression analysis. Econ Hum Biol. 2008, 7 (3): 351-365.CrossRef
13.
go back to reference O'Donnell O, Nicolás ÁL, Van Doorslaer E: Growing richer and taller: Explaining change in the distribution of child nutritional status during Vietnam's economic boom. J Dev Econ. 2009, 88 (1): 45-58. 10.1016/j.jdeveco.2008.01.004.CrossRef O'Donnell O, Nicolás ÁL, Van Doorslaer E: Growing richer and taller: Explaining change in the distribution of child nutritional status during Vietnam's economic boom. J Dev Econ. 2009, 88 (1): 45-58. 10.1016/j.jdeveco.2008.01.004.CrossRef
14.
go back to reference Dunn RA, Tan AK, Nayga RM: Obesity inequality in Malaysia: decomposing differences by gender and ethnicity using quantile regression. Ethn Health. 2013, 17 (5): 493-511.CrossRef Dunn RA, Tan AK, Nayga RM: Obesity inequality in Malaysia: decomposing differences by gender and ethnicity using quantile regression. Ethn Health. 2013, 17 (5): 493-511.CrossRef
15.
go back to reference Etile F: Education policies and health inequalities: evidence from changes in the distribution of Body Mass Index in France, 1981–2003. Econ Hum Biol. 2013, 10.1016/j.ehb.2013.01.002. Etile F: Education policies and health inequalities: evidence from changes in the distribution of Body Mass Index in France, 1981–2003. Econ Hum Biol. 2013, 10.1016/j.ehb.2013.01.002.
18.
go back to reference World Health Organization: WHO Child Growth Standards: Methods and Development. 2006, Geneva: WHO World Health Organization: WHO Child Growth Standards: Methods and Development. 2006, Geneva: WHO
19.
go back to reference Rutstein SO, Kiersten J: DHS Comparative Reports No. 6. The DHS Wealth Index. 2007, Calverton, Maryland: ORC Macro Rutstein SO, Kiersten J: DHS Comparative Reports No. 6. The DHS Wealth Index. 2007, Calverton, Maryland: ORC Macro
20.
go back to reference Balarajan Y, Ramakrishnan U, Özaltin E, Shankar AH, Subramanian SV: Anaemia in low-income and middle-income countries. Lancet. 2012, 378 (9809): 2123-2135.CrossRef Balarajan Y, Ramakrishnan U, Özaltin E, Shankar AH, Subramanian SV: Anaemia in low-income and middle-income countries. Lancet. 2012, 378 (9809): 2123-2135.CrossRef
21.
go back to reference Jones-Smith JC, Gordon-Larsen P, Siddiqi A, Popkin BM: Cross-national comparisons of time trends in overweight inequality by socioeconomic status among women using repeated cross-sectional surveys from 37 developing countries, 1989–2007. Am J Epidemiol. 2011, 173 (6): 667-675. 10.1093/aje/kwq428.CrossRefPubMedPubMedCentral Jones-Smith JC, Gordon-Larsen P, Siddiqi A, Popkin BM: Cross-national comparisons of time trends in overweight inequality by socioeconomic status among women using repeated cross-sectional surveys from 37 developing countries, 1989–2007. Am J Epidemiol. 2011, 173 (6): 667-675. 10.1093/aje/kwq428.CrossRefPubMedPubMedCentral
22.
go back to reference Balarajan Y, Villamor E: Nationally representative surveys show recent increases in the prevalence of overweight and obesity among women of reproductive age in Bangladesh, Nepal, and India. J Nutr. 2009, 139 (11): 2139-2144. 10.3945/jn.109.112029.CrossRefPubMed Balarajan Y, Villamor E: Nationally representative surveys show recent increases in the prevalence of overweight and obesity among women of reproductive age in Bangladesh, Nepal, and India. J Nutr. 2009, 139 (11): 2139-2144. 10.3945/jn.109.112029.CrossRefPubMed
23.
go back to reference Lee V, Ahmed F, Wada S, Ahmed T, Ahmed AS, Parvin Banu C, Akhter N: Extent of vitamin A deficiency among rural pregnant women in Bangladesh. Public Health Nutr. 2008, 11 (12): 1326-10.1017/S1368980008002723.CrossRefPubMed Lee V, Ahmed F, Wada S, Ahmed T, Ahmed AS, Parvin Banu C, Akhter N: Extent of vitamin A deficiency among rural pregnant women in Bangladesh. Public Health Nutr. 2008, 11 (12): 1326-10.1017/S1368980008002723.CrossRefPubMed
24.
go back to reference Subramanian SV, Perkins JM, Özaltin E, Smith GD: Weight of nations: a socioeconomic analysis of women in low-to middle-income countries. Am J Clin Nutr. 2011, 93 (2): 413-421. 10.3945/ajcn.110.004820.CrossRefPubMed Subramanian SV, Perkins JM, Özaltin E, Smith GD: Weight of nations: a socioeconomic analysis of women in low-to middle-income countries. Am J Clin Nutr. 2011, 93 (2): 413-421. 10.3945/ajcn.110.004820.CrossRefPubMed
26.
go back to reference Kishor S, Johnson K: Reproductive health and domestic violence: are the poorest women uniquely disadvantaged?. Demography. 2006, 43 (2): 293-307. 10.1353/dem.2006.0014.CrossRefPubMed Kishor S, Johnson K: Reproductive health and domestic violence: are the poorest women uniquely disadvantaged?. Demography. 2006, 43 (2): 293-307. 10.1353/dem.2006.0014.CrossRefPubMed
27.
go back to reference Filmer D, Pritchett L: Estimating wealth effects without expenditure data – or tears: An application to educational enrolments in states of India. Demography. 2001, 38 (1): 115-132.PubMed Filmer D, Pritchett L: Estimating wealth effects without expenditure data – or tears: An application to educational enrolments in states of India. Demography. 2001, 38 (1): 115-132.PubMed
28.
go back to reference UNICEF: UNICEF Policy Review No.1. Strategy for Improved Nutrition for Women and Children in Developing Countries. 1990, New York: UNICEF UNICEF: UNICEF Policy Review No.1. Strategy for Improved Nutrition for Women and Children in Developing Countries. 1990, New York: UNICEF
29.
go back to reference Sastry N: What explains rural-urban differentials in child mortality in Brazil?. Soc Sci Med. 1997, 44 (7): 989-1002. 10.1016/S0277-9536(96)00224-9.CrossRefPubMed Sastry N: What explains rural-urban differentials in child mortality in Brazil?. Soc Sci Med. 1997, 44 (7): 989-1002. 10.1016/S0277-9536(96)00224-9.CrossRefPubMed
30.
go back to reference Oaxaca R: Male-female wage differentials in urban labor markets. Int Econ Rev. 1973, 14 (3): 693-709. 10.2307/2525981.CrossRef Oaxaca R: Male-female wage differentials in urban labor markets. Int Econ Rev. 1973, 14 (3): 693-709. 10.2307/2525981.CrossRef
31.
go back to reference Blinder AS: Wage discrimination: reduced form and structural estimates. J Hum Resour. 1973, 8 (4): 436-455. 10.2307/144855.CrossRef Blinder AS: Wage discrimination: reduced form and structural estimates. J Hum Resour. 1973, 8 (4): 436-455. 10.2307/144855.CrossRef
32.
go back to reference Koenker R, Hallock KF: Quantile Regression. J Econ Perspect. 2001, 4: 436-455. Koenker R, Hallock KF: Quantile Regression. J Econ Perspect. 2001, 4: 436-455.
33.
go back to reference Koenker R, Bassett G: Regression quantiles. Econometrica. 1978, 46 (1): 33-50. 10.2307/1913643.CrossRef Koenker R, Bassett G: Regression quantiles. Econometrica. 1978, 46 (1): 33-50. 10.2307/1913643.CrossRef
34.
go back to reference Firpo S, Fortin NM, Lemieux T: Unconditional quantile regressions. Econometrica. 2009, 77 (3): 953-973.CrossRef Firpo S, Fortin NM, Lemieux T: Unconditional quantile regressions. Econometrica. 2009, 77 (3): 953-973.CrossRef
35.
go back to reference DiNardo J, Fortin NM, Lemieux T: Labor Market Institutions and the Distribution of Wages, 1973-1992: a semiparametric approach. Econometrica. 1996, 64 (5): 1001-1044. 10.2307/2171954.CrossRef DiNardo J, Fortin NM, Lemieux T: Labor Market Institutions and the Distribution of Wages, 1973-1992: a semiparametric approach. Econometrica. 1996, 64 (5): 1001-1044. 10.2307/2171954.CrossRef
36.
go back to reference Firpo S, Fortin N, Lemieux T: Decomposing wage distributions using recentered influence function regressions. 2007, Working Paper, University of British Columbia Firpo S, Fortin N, Lemieux T: Decomposing wage distributions using recentered influence function regressions. 2007, Working Paper, University of British Columbia
37.
go back to reference Chi W, Li B: Glass ceiling or sticky floor? Examining the gender earnings differential across the earnings distribution in urban China, 1987–2004. J Comp Econ. 2008, 36 (2): 243-263. 10.1016/j.jce.2007.12.001.CrossRef Chi W, Li B: Glass ceiling or sticky floor? Examining the gender earnings differential across the earnings distribution in urban China, 1987–2004. J Comp Econ. 2008, 36 (2): 243-263. 10.1016/j.jce.2007.12.001.CrossRef
38.
go back to reference Asadullah MN, Chaudhury N: Reverse gender gap in schooling in Bangladesh: insights from urban and rural households. J Dev Studies. 2009, 45 (8): 1360-1380. 10.1080/00220380902935824.CrossRef Asadullah MN, Chaudhury N: Reverse gender gap in schooling in Bangladesh: insights from urban and rural households. J Dev Studies. 2009, 45 (8): 1360-1380. 10.1080/00220380902935824.CrossRef
39.
go back to reference Khandker S, Pitt M, Fuwa N: Subsidy to promote girls' secondary education: the female stipend program in Bangladesh. 2003, Washington DC: World Bank Khandker S, Pitt M, Fuwa N: Subsidy to promote girls' secondary education: the female stipend program in Bangladesh. 2003, Washington DC: World Bank
40.
go back to reference Spears D: Height and cognitive achievement among Indian children. Econ Hum Biol. 2012, 10 (2): 210-219. 10.1016/j.ehb.2011.08.005.CrossRefPubMed Spears D: Height and cognitive achievement among Indian children. Econ Hum Biol. 2012, 10 (2): 210-219. 10.1016/j.ehb.2011.08.005.CrossRefPubMed
Metadata
Title
Rural-urban disparities in child nutrition in Bangladesh and Nepal
Authors
Chittur S Srinivasan
Giacomo Zanello
Bhavani Shankar
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2013
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-13-581

Other articles of this Issue 1/2013

BMC Public Health 1/2013 Go to the issue