Skip to main content
Top
Published in: BMC Pediatrics 1/2021

Open Access 01-12-2021 | Anemia | Research article

Multiple anthropometric and nutritional deficiencies in young children in Ethiopia: a multi-level analysis based on a nationally representative data

Authors: Nigatu Regassa Geda, Cindy Xin Feng, Carol J. Henry, Rein Lepnurm, Bonnie Janzen, Susan J. Whiting

Published in: BMC Pediatrics | Issue 1/2021

Login to get access

Abstract

Background

In Ethiopia, child undernutrition and anemia are major public health concerns, resulting in increased childhood morbidity and mortality. Despite progress made to reduce the prevalence of malnutrition (especially stunting) from 50% in 2000 to 38% in 2016, little is known about the magnitude and risk factors for concurrent nutritional deficiencies in Ethiopia.

Methods

Analysis for this study was based on a total sample of 9218 children aged 6–59 months drawn from the Ethiopian Demographic and Health Survey (EDHS) conducted in the year 2016. The study used two outcome variables: Multiple nutrition deficit index formed by combining stunting, underweight, wasting and anemia status; and a concurrent stunting and anemia (CAS) index. Two mixed effect regression models, Poisson and Logistic, were used to identify the key risk factors of the two outcome variables, respectively.

Results

The proportion of children with stunting (length-for-age), underweight (weight-for-age) and wasting children (weight-for-length) was 38%, 25.2% and 9.4%, respectively. About 58% of the children had anemia. The prevalence of children with concurrent stunting and anemia children was 24.8%. Our results showed that the risks of multiple nutritional problems were determined by a range of individual, household and behavioral factors including: sex of the child, age of the child, birth order, parity, parental education, religion, household wealth index and type of family structure. The proximate variables (hygiene and sanitation score, feeding practice, and child health service utilization score) were also found to exert a strong influence on the risk of multiple nutritional deficiencies. The likelihood of co-occurrence of stunting and anemia was determined by certain individual and household factors, including sex of the child, age of the child, maternal education, household asset based wealth, religion and household hygiene and sanitation.

Conclusions

This study underscores the importance of improving parental education, household wealth, hygiene and sanitation conditions, promoting feeding practice and child health service utilization. Also, any nutrition sensitive and specific intervention should consider a child’s characteristics such as his/her age, gender and birth order.
Literature
1.
go back to reference Bhutta ZA, Das JK, Rizvi A, Gaffey MF, Walker N, Horton S, et al. Evidence based interventions for improvement of maternal and child nutrition: what can be done and at what cost? Lancet. 2013;382:452–77.CrossRef Bhutta ZA, Das JK, Rizvi A, Gaffey MF, Walker N, Horton S, et al. Evidence based interventions for improvement of maternal and child nutrition: what can be done and at what cost? Lancet. 2013;382:452–77.CrossRef
3.
go back to reference UNICEF. Improving Child Nutrition: The achievable imperative for global progress. New York, USA. United Nations Publications Sales No.: E.13.XX.4. 2013. UNICEF. Improving Child Nutrition: The achievable imperative for global progress. New York, USA. United Nations Publications Sales No.: E.13.XX.4. 2013.
6.
go back to reference McDonald CM, Olofin I, Flaxman S, Fawzi WW, Spiegelman D, Caulfield LE, et al. Study NIM. The effect of multiple anthropometric deficits on child mortality: Meta-analysis of individual data in 10 prospective studies from developing countries. Am J Clin Nutr. 2013;97(4):896–901.CrossRef McDonald CM, Olofin I, Flaxman S, Fawzi WW, Spiegelman D, Caulfield LE, et al. Study NIM. The effect of multiple anthropometric deficits on child mortality: Meta-analysis of individual data in 10 prospective studies from developing countries. Am J Clin Nutr. 2013;97(4):896–901.CrossRef
7.
8.
go back to reference Smith LC, Haddad L. Reducing child undernutrition: past drivers and priorities for the post-MDG era. World Dev. 2015;68:180–204.CrossRef Smith LC, Haddad L. Reducing child undernutrition: past drivers and priorities for the post-MDG era. World Dev. 2015;68:180–204.CrossRef
9.
go back to reference Albalak R, Ramakrishnan U, Stein AD, Van der Haar F, Haber MJ, Schroeder D, et al. Co-occurrence of nutrition problems in Honduran children. J Nutr. 2000;130:2271–3.CrossRef Albalak R, Ramakrishnan U, Stein AD, Van der Haar F, Haber MJ, Schroeder D, et al. Co-occurrence of nutrition problems in Honduran children. J Nutr. 2000;130:2271–3.CrossRef
11.
go back to reference CSA and ICF International. Ethiopia Demographic and Health Survey. Addis Ababa: Central Statistical Agency & Ethiopia & Calverton ICF International; 2011. CSA and ICF International. Ethiopia Demographic and Health Survey. Addis Ababa: Central Statistical Agency & Ethiopia & Calverton ICF International; 2011.
12.
go back to reference CSA and ICF International. Central Statistical Agency [Ethiopia] and Macro International. Ethiopian Demographic Health Survey, 2016. Calvrton,USA; 2016. CSA and ICF International. Central Statistical Agency [Ethiopia] and Macro International. Ethiopian Demographic Health Survey, 2016. Calvrton,USA; 2016.
13.
go back to reference IFAD. Participatory Small-Scale Irrigation Development Programme II (PASIDP II). Project appraisal document. No.2000001134. 2016. IFAD. Participatory Small-Scale Irrigation Development Programme II (PASIDP II). Project appraisal document. No.2000001134. 2016.
15.
go back to reference Ersino G, Henry CJ, Zello GA. Suboptimal feeding practices and high levels of undernutrition among infants and young children in the rural communities of Halaba and Zeway, Ethiopia. Food Nutr Bull. 2016;37(3):409–24.CrossRef Ersino G, Henry CJ, Zello GA. Suboptimal feeding practices and high levels of undernutrition among infants and young children in the rural communities of Halaba and Zeway, Ethiopia. Food Nutr Bull. 2016;37(3):409–24.CrossRef
18.
go back to reference FDRE-Ehiopia. Country profile of Federal Democratic Republic of Ethiopia. Addis Ababa, Ethiopia; 2013. FDRE-Ehiopia. Country profile of Federal Democratic Republic of Ethiopia. Addis Ababa, Ethiopia; 2013.
21.
go back to reference de Onis M, Blossner M. WHO global database on child growth and malnutrition. Geneva: World Health Organization; 1997. de Onis M, Blossner M. WHO global database on child growth and malnutrition. Geneva: World Health Organization; 1997.
22.
go back to reference WHO & UNICEF. facilities Archived at the Wayback Machine. Geneva: WHO; 2012. WHO & UNICEF. facilities Archived at the Wayback Machine. Geneva: WHO; 2012.
23.
go back to reference Swindale A, Bilinsky P. Household dietary diversity score (HDDS) for measurement of household food access: indicator guide Food and Nutrition Technical Assistance Project, Academy for Educational Development, Washington, DC. 2006. Swindale A, Bilinsky P. Household dietary diversity score (HDDS) for measurement of household food access: indicator guide Food and Nutrition Technical Assistance Project, Academy for Educational Development, Washington, DC. 2006.
24.
go back to reference StataCorp. Stata Statistical Software: Release 12. College Station: StataCorp LP; 2011. StataCorp. Stata Statistical Software: Release 12. College Station: StataCorp LP; 2011.
25.
go back to reference Bell A, Kelvyn J. Explaining fixed effects: Random effects modeling of time-series cross-sectional and panel data. Polit Sci Res Methods. 2015;3(1):133–53.CrossRef Bell A, Kelvyn J. Explaining fixed effects: Random effects modeling of time-series cross-sectional and panel data. Polit Sci Res Methods. 2015;3(1):133–53.CrossRef
26.
go back to reference Hosmer DW, Hosmer T, Le Cessie S. A comparison of goodness-of-fit tests for the logistic regression model. Stat Med. 1997;16(9):965–80.CrossRef Hosmer DW, Hosmer T, Le Cessie S. A comparison of goodness-of-fit tests for the logistic regression model. Stat Med. 1997;16(9):965–80.CrossRef
31.
go back to reference Terefe Derso A, Tariku GA, Biks MM. Stunting, wasting and associated factors among children aged 6–24 months in Dabat health and demographic surveillance system site: A community based cross-sectional study in Ethiopia. BMC Pediatr. 2017;17(96). https://doi.org/10.1186/s12887-017-0848-2. Terefe Derso A, Tariku GA, Biks MM. Stunting, wasting and associated factors among children aged 6–24 months in Dabat health and demographic surveillance system site: A community based cross-sectional study in Ethiopia. BMC Pediatr. 2017;17(96). https://​doi.​org/​10.​1186/​s12887-017-0848-2.
32.
go back to reference Wanga Y, Tokunaga M, Ikuta S. Factors associated with nutritional status in children aged 6–24 months in Central African Republic-An anthropometric study at health centers in Bangui. J Int Heal. 2009;24(4):289–98. Wanga Y, Tokunaga M, Ikuta S. Factors associated with nutritional status in children aged 6–24 months in Central African Republic-An anthropometric study at health centers in Bangui. J Int Heal. 2009;24(4):289–98.
33.
go back to reference Thiombiano-Coulibaly N, Rocquelin G, Eymard-Duvernay S, et al. Effects of early extra fluid and food intake on breast milk consumption and infant nutritional status at 5 months of age in an urban and a rural area of Burkina Faso. Eur J Clin Nutr. 2004;58(1):80–9.CrossRef Thiombiano-Coulibaly N, Rocquelin G, Eymard-Duvernay S, et al. Effects of early extra fluid and food intake on breast milk consumption and infant nutritional status at 5 months of age in an urban and a rural area of Burkina Faso. Eur J Clin Nutr. 2004;58(1):80–9.CrossRef
34.
go back to reference Ricci JA, Becker S. Risk factors for wasting and stunting among children in metro Cebu. Philipp Am J Clin Nutr. 1996;63(6):966–75.CrossRef Ricci JA, Becker S. Risk factors for wasting and stunting among children in metro Cebu. Philipp Am J Clin Nutr. 1996;63(6):966–75.CrossRef
35.
go back to reference Limwattananon S, Tangcharoensathien V, Prakongsai P. Equity in maternal and child health in Thailand. Bull World Heal Organ. 2010;88:420–7.CrossRef Limwattananon S, Tangcharoensathien V, Prakongsai P. Equity in maternal and child health in Thailand. Bull World Heal Organ. 2010;88:420–7.CrossRef
36.
go back to reference Monteiro CA, Benicio MH, Conde WL, Konno S, Lovadino AL, Barros AJ, Victora C. Narrowing socioeconomic inequality in child stunting: the Brazilian experience, 1974–2007. Bull World Heal Organ. 2010;88:305–11.CrossRef Monteiro CA, Benicio MH, Conde WL, Konno S, Lovadino AL, Barros AJ, Victora C. Narrowing socioeconomic inequality in child stunting: the Brazilian experience, 1974–2007. Bull World Heal Organ. 2010;88:305–11.CrossRef
37.
go back to reference Reyes H, Perez-Cuevas R, Sandoval A, Castillo R, Santos JI, Doubova S, Gutierrez G. The family as a determinant of stunting in children living in conditions of extreme poverty: a case-control study. BMC Public Health. 2004;4(57). https://doi.org/10.1186/1471-2458-4-57. Reyes H, Perez-Cuevas R, Sandoval A, Castillo R, Santos JI, Doubova S, Gutierrez G. The family as a determinant of stunting in children living in conditions of extreme poverty: a case-control study. BMC Public Health. 2004;4(57). https://​doi.​org/​10.​1186/​1471-2458-4-57.
38.
go back to reference Larrea C, Kawachi I. Does economic inequality affect child malnutrition? The case of Ecuador. Soc Sci Med. 2005;60:165–78.CrossRef Larrea C, Kawachi I. Does economic inequality affect child malnutrition? The case of Ecuador. Soc Sci Med. 2005;60:165–78.CrossRef
39.
go back to reference Ahmed Abdulahi S, Shab-Bidar S, Rezaei, Kurosh D. Nutritional Status of Under Five Children in Ethiopia: A Systematic Review and Meta-Analysis. Ethiop J Heal Sci. 2017;27(2):175–88.CrossRef Ahmed Abdulahi S, Shab-Bidar S, Rezaei, Kurosh D. Nutritional Status of Under Five Children in Ethiopia: A Systematic Review and Meta-Analysis. Ethiop J Heal Sci. 2017;27(2):175–88.CrossRef
40.
go back to reference Sebsibe T, Yinges A. Urban-rural differentials in child undernutrition in Ethiopia. Int J Nutr Metab. 2015;7(1):15–23.CrossRef Sebsibe T, Yinges A. Urban-rural differentials in child undernutrition in Ethiopia. Int J Nutr Metab. 2015;7(1):15–23.CrossRef
41.
go back to reference Girma W, Timotiows G. Determinants of Nutritional Status of Women and Children in Ethiopia. Maryland: ORC Macro.: Calverton; 2002. Girma W, Timotiows G. Determinants of Nutritional Status of Women and Children in Ethiopia. Maryland: ORC Macro.: Calverton; 2002.
42.
go back to reference Teller H, Yimar G. Levels and determinants of malnutrition in adolescent and adult women in southern Ethiopia. Ethiop J Heal Dev. 2000;14(1):57–66. Teller H, Yimar G. Levels and determinants of malnutrition in adolescent and adult women in southern Ethiopia. Ethiop J Heal Dev. 2000;14(1):57–66.
43.
go back to reference Duru CB, Oluoha UR, Uwakwe KA, Diwe KC, Merenu IA, Chigozie IO, Iwu A. Prevalence and socio demographic determinants of malnutrition among under-five children in rural communities in Imo state. Nigeria. J Pub Heal Res. 2015;(3):199–206. Duru CB, Oluoha UR, Uwakwe KA, Diwe KC, Merenu IA, Chigozie IO, Iwu A. Prevalence and socio demographic determinants of malnutrition among under-five children in rural communities in Imo state. Nigeria. J Pub Heal Res. 2015;(3):199–206.
44.
go back to reference Abuya BA, Ciera J, Kimani-Murage E. Effect of mother’s education on child’s nutritional status in the slums of Nairobi. BMC Pediatr. 2012;12:80.CrossRef Abuya BA, Ciera J, Kimani-Murage E. Effect of mother’s education on child’s nutritional status in the slums of Nairobi. BMC Pediatr. 2012;12:80.CrossRef
45.
go back to reference ACC/SCN. Administration Committee on Coordination/Sub-Committee on Nutrition.Women and nutrition. Symposium report, Nutrition Policy Discussion. 1990. Report No.: 6. ACC/SCN. Administration Committee on Coordination/Sub-Committee on Nutrition.Women and nutrition. Symposium report, Nutrition Policy Discussion. 1990. Report No.: 6.
46.
go back to reference Ashmad A, Giroud S, Bait, Blandina, Ragalawa H. Gender rapid assessment report: Gender issues in food and nutrition security in Nusa Teggeara Timur Province. World Food Program, Indonesia country office. 2012. Ashmad A, Giroud S, Bait, Blandina, Ragalawa H. Gender rapid assessment report: Gender issues in food and nutrition security in Nusa Teggeara Timur Province. World Food Program, Indonesia country office. 2012.
48.
go back to reference Vollmer S, Bommer C, Krishna A, Harttgen K, Subramanian S. The association of parental education with childhood undernutrition in low- and middle-income countries: comparing the role of paternal and maternal education. Int J Epidemiol. 2017;46:312–23.PubMed Vollmer S, Bommer C, Krishna A, Harttgen K, Subramanian S. The association of parental education with childhood undernutrition in low- and middle-income countries: comparing the role of paternal and maternal education. Int J Epidemiol. 2017;46:312–23.PubMed
49.
go back to reference Garfield CF, Issacs A. Urban fathers’ involvement in their child’s health and health care. Psychol Men Masc. 2012;13:32–48.CrossRef Garfield CF, Issacs A. Urban fathers’ involvement in their child’s health and health care. Psychol Men Masc. 2012;13:32–48.CrossRef
50.
go back to reference Kalkidan H, Tefera B. Women’s autonomy and men’s involvement in childcare and feeding as predictors of infant and young child anthropometric indices in coffee farming households of Jimma Zone, South West of Ethiopia. PLoS One. 2017;(e0172885). Available from: https://doi.org/10.1371/journal.pone.0172885. Kalkidan H, Tefera B. Women’s autonomy and men’s involvement in childcare and feeding as predictors of infant and young child anthropometric indices in coffee farming households of Jimma Zone, South West of Ethiopia. PLoS One. 2017;(e0172885). Available from: https://​doi.​org/​10.​1371/​journal.​pone.​0172885.
51.
go back to reference Allen SM, Daly J. The effects of father involvement: An updated research summary of the evidence. Centre for Families, Work & Well-Being.University of Guelph. 2007. Allen SM, Daly J. The effects of father involvement: An updated research summary of the evidence. Centre for Families, Work & Well-Being.University of Guelph. 2007.
53.
go back to reference Merchant AT, Jones C, Kiure A, Kupka R, Fitzmaurice G, Herera MG, Fowsi W. Water and sanitation associated with improved child growth. Eur J Clin Nutr. 2003;57:1562–8.CrossRef Merchant AT, Jones C, Kiure A, Kupka R, Fitzmaurice G, Herera MG, Fowsi W. Water and sanitation associated with improved child growth. Eur J Clin Nutr. 2003;57:1562–8.CrossRef
54.
go back to reference Magnani RJ, Mock NB, Bertrand WE, Clay D. Breastfeeding, water and sanitation, and childhood malnutrition in the Philippines. J Bio soc Sci. 1993;25:195–211. Magnani RJ, Mock NB, Bertrand WE, Clay D. Breastfeeding, water and sanitation, and childhood malnutrition in the Philippines. J Bio soc Sci. 1993;25:195–211.
55.
go back to reference Rah JH, Cronin AA, Badgaiyan B, Victor MA, Suzanne C, Sarah A, et al. Household sanitation and personal hygiene practices are associated with child stunting in rural India:a cross-sectional analysis of surveys. BMJ Open. 2015;5. Rah JH, Cronin AA, Badgaiyan B, Victor MA, Suzanne C, Sarah A, et al. Household sanitation and personal hygiene practices are associated with child stunting in rural India:a cross-sectional analysis of surveys. BMJ Open. 2015;5.
56.
go back to reference Horta BL, Victora C. Short-term effects of breastfeeding: A systematic review on the benefits of breastfeeding on diarrhea and pneumonia mortality. Geneva: The World Health Organization; 2013. Horta BL, Victora C. Short-term effects of breastfeeding: A systematic review on the benefits of breastfeeding on diarrhea and pneumonia mortality. Geneva: The World Health Organization; 2013.
57.
go back to reference Black RE, Victora CG, Walker SP, Bhutta ZA, Christian P, De Onis M, Ezzati M, Grantham-McGregor S, Katz J, Martorell R. Maternal and child undernutrition and overweight in low-income and middle-income countries. Lancet. 382(9890):427–451. Black RE, Victora CG, Walker SP, Bhutta ZA, Christian P, De Onis M, Ezzati M, Grantham-McGregor S, Katz J, Martorell R. Maternal and child undernutrition and overweight in low-income and middle-income countries. Lancet. 382(9890):427–451.
59.
go back to reference Regassa N, Stoecker BJ. Contextual risk factors for maternal malnutrition in a food-insecure zone in southern Ethiopia. J Biosoc Sci. 44(5):537–48. Regassa N, Stoecker BJ. Contextual risk factors for maternal malnutrition in a food-insecure zone in southern Ethiopia. J Biosoc Sci. 44(5):537–48.
60.
go back to reference Regassa N, Stoecker BJ. Household food insecurity and hunger among households in Sidama district, southern Ethiopia. Public Health Nutrition Public Health Nutr. 2012;15(7):1276–83.CrossRef Regassa N, Stoecker BJ. Household food insecurity and hunger among households in Sidama district, southern Ethiopia. Public Health Nutrition Public Health Nutr. 2012;15(7):1276–83.CrossRef
61.
go back to reference Raymond Boadi Frempong. Samuel KA. Dietary diversity and child malnutrition in Ghana. Heliyon. 2017;3(5). Raymond Boadi Frempong. Samuel KA. Dietary diversity and child malnutrition in Ghana. Heliyon. 2017;3(5).
62.
go back to reference Ali Sié C, Tapsoba C, Dah L, Ouermi P, Zabre T, Bärnighausen, et al. Dietary diversity and nutritional status among children in rural Burkina Faso. Int Heal. 2018;10(3):157–62.CrossRef Ali Sié C, Tapsoba C, Dah L, Ouermi P, Zabre T, Bärnighausen, et al. Dietary diversity and nutritional status among children in rural Burkina Faso. Int Heal. 2018;10(3):157–62.CrossRef
Metadata
Title
Multiple anthropometric and nutritional deficiencies in young children in Ethiopia: a multi-level analysis based on a nationally representative data
Authors
Nigatu Regassa Geda
Cindy Xin Feng
Carol J. Henry
Rein Lepnurm
Bonnie Janzen
Susan J. Whiting
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Pediatrics / Issue 1/2021
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/s12887-020-02467-1

Other articles of this Issue 1/2021

BMC Pediatrics 1/2021 Go to the issue