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Published in: BMC Pediatrics 1/2019

Open Access 01-12-2019 | Anemia | Research article

Household, maternal, and child related determinants of hemoglobin levels of Ethiopian children: hierarchical regression analysis

Authors: Shimels Hussien Mohammed, Tesfa Dejenie Habtewold, Ahmad Esmaillzadeh

Published in: BMC Pediatrics | Issue 1/2019

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Abstract

Background

Anemia remains a major public health problem among children under five years old in Ethiopia, rising unexpectedly from 44% national prevalence in 2011 to 57% in 2016. In this study, we investigated the household, maternal and child-related dietary and non-dietary factors associated with hemoglobin (Hb) level of infants and young children.

Method

We analyzed data from a nationally representative sample of 2902 children aged 6–23 months, included in the 2016 Ethiopian demographic and health survey (EDHS). Hierarchical linear regression analysis was done to identify the factors associated with Hb level. We reported adjusted β (aβ) with 95% confidence interval (CI).

Result

Overall, 72% of children under 2 years of age were anemic in Ethiopia in 2016. Household factors: rich household wealth category (aβ = 0.48, 95%CI = 0.33–0.63, P < 0.001), and agrarian regions (aβ = 0.64, 95%CI = 0.40–0.88, P < 0.001) were significantly associated with a higher mean Hb level. Maternal factors: secondary and above education level (aβ = 0.69, 95%CI = 0.23–1.16, P = 0.004), and being not anemic (aβ = 0.40, 95%CI = 0.26–0.53, P < 0.001) were significantly associated with a higher mean Hb level. Child factors: age below 12 months (aβ = 0.72, 95%CI = 0.57–0.88, P < 0.001), female sex (aβ = 0.16, 95%CI = 0.03–0.30, P = 0.019), being not underweight (aβ = 0.22, 95%CI = 0.02–0.42, P = 0.031), average birth size (aβ = 0.25, 95%CI = 0.08–0.42, P = 0.003), no history of recent infection (aβ = 0.18, 95%CI = 0.02–0.33, P = 0.025), currently breastfeeding (aβ = 0.28, 95%CI = 0.12–0.44, P = 0.002), vitamin A supplementation (aβ = 0.17, 95%CI = 0.06–0.28, P = 0.021), and frequent meal feeding (aβ = 0.11, 95%CI = 0.05–0.16, P = 0.034) were significantly associated with a higher mean Hb level.

Conclusion

Hb level was associated with various dietary and non-dietary influences originating from household, maternal, and child levels. A comprehensive approach, addressing the multi-factorial nature of Hb status, might stand an important consideration to reverse the recent rise in anemia prevalence in Ethiopia.
Literature
1.
go back to reference Kassebaum NJ, Jasrasaria R, Naghavi M, Wulf SK, Johns N, Lozano R, et al. A systematic analysis of global anemia burden from 1990 to 2010. Blood. 2014;123:615–24.CrossRef Kassebaum NJ, Jasrasaria R, Naghavi M, Wulf SK, Johns N, Lozano R, et al. A systematic analysis of global anemia burden from 1990 to 2010. Blood. 2014;123:615–24.CrossRef
4.
go back to reference Lopez A, Cacoub P, Macdougall IC, Peyrin-Biroulet L. Iron deficiency anaemia. Lancet. 2016;387:907–16.CrossRef Lopez A, Cacoub P, Macdougall IC, Peyrin-Biroulet L. Iron deficiency anaemia. Lancet. 2016;387:907–16.CrossRef
5.
go back to reference Allali S, Brousse V, Sacri AS, Chalumeau M, de Montalembert M. Anemia in children: prevalence, causes, diagnostic work-up, and long-term consequences. Expert Rev Hematol. 2017;10:1023–8.CrossRef Allali S, Brousse V, Sacri AS, Chalumeau M, de Montalembert M. Anemia in children: prevalence, causes, diagnostic work-up, and long-term consequences. Expert Rev Hematol. 2017;10:1023–8.CrossRef
6.
go back to reference Petry N, Olofin I, Hurrell RF, Boy E, Wirth JP, Moursi M, et al. The proportion of Anemia associated with Iron deficiency in low, medium, and high human development index countries: a systematic analysis of National Surveys. Nutrients. 2016;8(11):693-709.CrossRef Petry N, Olofin I, Hurrell RF, Boy E, Wirth JP, Moursi M, et al. The proportion of Anemia associated with Iron deficiency in low, medium, and high human development index countries: a systematic analysis of National Surveys. Nutrients. 2016;8(11):693-709.CrossRef
7.
go back to reference Liu J, Sun B, Yin H, Liu S. Hepcidin. A promising therapeutic target for Iron disorders: a systematic review. Medicine (Baltimore). 2016;95:e3150.CrossRef Liu J, Sun B, Yin H, Liu S. Hepcidin. A promising therapeutic target for Iron disorders: a systematic review. Medicine (Baltimore). 2016;95:e3150.CrossRef
8.
go back to reference Muchie KF. Determinants of severity levels of anemia among children aged 6–59 months in Ethiopia: further analysis of the 2011 Ethiopian demographic and health survey. BMC Nutrition. 2016;2:51.CrossRef Muchie KF. Determinants of severity levels of anemia among children aged 6–59 months in Ethiopia: further analysis of the 2011 Ethiopian demographic and health survey. BMC Nutrition. 2016;2:51.CrossRef
9.
go back to reference Mohammed SH, Taye H, Sissay TA, Larijani B, Esmaillzadeh A. Teff consumption and anemia in pregnant Ethiopian women: a case-control study. Eur J Nutr. 2018;57:1-8. Mohammed SH, Taye H, Sissay TA, Larijani B, Esmaillzadeh A. Teff consumption and anemia in pregnant Ethiopian women: a case-control study. Eur J Nutr. 2018;57:1-8.
10.
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
11.
go back to reference Lemma F, Matji J. Delivery platforms for sustained nutrition in Ethiopia. Lancet. 2013;382:488–9.CrossRef Lemma F, Matji J. Delivery platforms for sustained nutrition in Ethiopia. Lancet. 2013;382:488–9.CrossRef
12.
go back to reference Gutema B, Adissu W, Asress Y, Gedefaw L. Anemia and associated factors among school-age children in Filtu town, Somali region, Southeast Ethiopia. BMC Hematology. 2014;14:13.CrossRef Gutema B, Adissu W, Asress Y, Gedefaw L. Anemia and associated factors among school-age children in Filtu town, Somali region, Southeast Ethiopia. BMC Hematology. 2014;14:13.CrossRef
13.
go back to reference Gebreegziabiher G, Etana B, Niggusie D. Determinants of Anemia among children aged 6–59 months living in Kilte Awulaelo Woreda, Northern Ethiopia. Anemia. 2014;2014:245870.CrossRef Gebreegziabiher G, Etana B, Niggusie D. Determinants of Anemia among children aged 6–59 months living in Kilte Awulaelo Woreda, Northern Ethiopia. Anemia. 2014;2014:245870.CrossRef
14.
go back to reference Victora CG, Huttly SR, Fuchs SC, Olinto MT. The role of conceptual frameworks in epidemiological analysis: a hierarchical approach. Int J Epidemiol. 1997;26:224–7.CrossRef Victora CG, Huttly SR, Fuchs SC, Olinto MT. The role of conceptual frameworks in epidemiological analysis: a hierarchical approach. Int J Epidemiol. 1997;26:224–7.CrossRef
15.
go back to reference Altman DG, Royston P. The cost of dichotomising continuous variables. BMJ. 2006;332:1080.CrossRef Altman DG, Royston P. The cost of dichotomising continuous variables. BMJ. 2006;332:1080.CrossRef
16.
go back to reference Short Fabic M, Choi Y, Bird S. A systematic review of demographic and health surveys: data availability and utilization for research. Bull World Health Organ. 2012;90:604–12.CrossRef Short Fabic M, Choi Y, Bird S. A systematic review of demographic and health surveys: data availability and utilization for research. Bull World Health Organ. 2012;90:604–12.CrossRef
17.
go back to reference Group WHOMGRS. WHO child growth standards based on length/height, weight and age. Acta Paediatr Suppl. 2006;450:76–85. Group WHOMGRS. WHO child growth standards based on length/height, weight and age. Acta Paediatr Suppl. 2006;450:76–85.
19.
go back to reference Jima D, Getachew A, Bilak H, Steketee RW, Emerson PM, Graves PM, et al. Malaria indicator survey 2007, Ethiopia: coverage and use of major malaria prevention and control interventions. Malar J. 2010;9:58.CrossRef Jima D, Getachew A, Bilak H, Steketee RW, Emerson PM, Graves PM, et al. Malaria indicator survey 2007, Ethiopia: coverage and use of major malaria prevention and control interventions. Malar J. 2010;9:58.CrossRef
20.
go back to reference Khan JR, Awan N, Misu F. Determinants of anemia among 6–59 months aged children in Bangladesh: evidence from nationally representative data. BMC Pediatr. 2016;16(3):1-12. Khan JR, Awan N, Misu F. Determinants of anemia among 6–59 months aged children in Bangladesh: evidence from nationally representative data. BMC Pediatr. 2016;16(3):1-12.
22.
go back to reference Ballin A, Senecky Y, Rubinstein U, Schaefer E, Peri R, et al. Anemia associated with acute infection in children. Isr Med Assoc J. 2012;14:484–7.PubMed Ballin A, Senecky Y, Rubinstein U, Schaefer E, Peri R, et al. Anemia associated with acute infection in children. Isr Med Assoc J. 2012;14:484–7.PubMed
23.
go back to reference Asfaw M, Wondaferash M, Taha M, Dube L. Prevalence of undernutrition and associated factors among children aged between six to fifty nine months in Bule Hora district, South Ethiopia. BMC Public Health. 2015;15:41.CrossRef Asfaw M, Wondaferash M, Taha M, Dube L. Prevalence of undernutrition and associated factors among children aged between six to fifty nine months in Bule Hora district, South Ethiopia. BMC Public Health. 2015;15:41.CrossRef
24.
go back to reference Mohammed SH, Esmaillzadeh A. The relationships among iron supplement use, Hb concentration and linear growth in young children: Ethiopian demographic and health survey. Br J Nutr. 2017;118:730–6.CrossRef Mohammed SH, Esmaillzadeh A. The relationships among iron supplement use, Hb concentration and linear growth in young children: Ethiopian demographic and health survey. Br J Nutr. 2017;118:730–6.CrossRef
25.
go back to reference Allen LH, Rosado JL, Casterline JE, Lopez P, Munoz E, Garcia OP, et al. Lack of hemoglobin response to iron supplementation in anemic mexican preschoolers with multiple micronutrient deficiencies. Am J Clin Nutr. 2000;71:1485–94.CrossRef Allen LH, Rosado JL, Casterline JE, Lopez P, Munoz E, Garcia OP, et al. Lack of hemoglobin response to iron supplementation in anemic mexican preschoolers with multiple micronutrient deficiencies. Am J Clin Nutr. 2000;71:1485–94.CrossRef
26.
go back to reference Hieu NT, Sandalinas F, de Sesmaisons A, Laillou A, Tam NP, Khan NC, et al. Multi-micronutrient-fortified biscuits decreased the prevalence of anaemia and improved iron status, whereas weekly iron supplementation only improved iron status in Vietnamese school children. Br J Nutr. 2012;108:1419–27.CrossRef Hieu NT, Sandalinas F, de Sesmaisons A, Laillou A, Tam NP, Khan NC, et al. Multi-micronutrient-fortified biscuits decreased the prevalence of anaemia and improved iron status, whereas weekly iron supplementation only improved iron status in Vietnamese school children. Br J Nutr. 2012;108:1419–27.CrossRef
27.
go back to reference Bilenko N, Yehiel M, Inbar Y, Gazala E. The association between anemia in infants, and maternal knowledge and adherence to iron supplementation in southern Israel. Isr Med Assoc J. 2007;9:521–4.PubMed Bilenko N, Yehiel M, Inbar Y, Gazala E. The association between anemia in infants, and maternal knowledge and adherence to iron supplementation in southern Israel. Isr Med Assoc J. 2007;9:521–4.PubMed
28.
go back to reference Herrador Z, Sordo L, Gadisa E, Buno A, Gomez-Rioja R, Iturzaeta JM, et al. Micronutrient deficiencies and related factors in school-aged children in Ethiopia: a cross-sectional study in Libo Kemkem and Fogera districts, Amhara regional state. PLoS One. 2014;9(12):e112858.CrossRef Herrador Z, Sordo L, Gadisa E, Buno A, Gomez-Rioja R, Iturzaeta JM, et al. Micronutrient deficiencies and related factors in school-aged children in Ethiopia: a cross-sectional study in Libo Kemkem and Fogera districts, Amhara regional state. PLoS One. 2014;9(12):e112858.CrossRef
29.
go back to reference Amare B, Moges B, Fantahun B, Tafess K, Woldeyohannes D, Yismaw G, et al. Micronutrient levels and nutritional status of school children living in Northwest Ethiopia. Nutr J. 2012;11:108.CrossRef Amare B, Moges B, Fantahun B, Tafess K, Woldeyohannes D, Yismaw G, et al. Micronutrient levels and nutritional status of school children living in Northwest Ethiopia. Nutr J. 2012;11:108.CrossRef
30.
go back to reference Deribew A, Tessema GA, Deribe K, Melaku YA, Lakew Y, Amare AT, et al. Trends, causes, and risk factors of mortality among children under 5 in Ethiopia, 1990–2013: findings from the global burden of disease study 2013. Popul Health Metrics. 2016;14(1):42.CrossRef Deribew A, Tessema GA, Deribe K, Melaku YA, Lakew Y, Amare AT, et al. Trends, causes, and risk factors of mortality among children under 5 in Ethiopia, 1990–2013: findings from the global burden of disease study 2013. Popul Health Metrics. 2016;14(1):42.CrossRef
Metadata
Title
Household, maternal, and child related determinants of hemoglobin levels of Ethiopian children: hierarchical regression analysis
Authors
Shimels Hussien Mohammed
Tesfa Dejenie Habtewold
Ahmad Esmaillzadeh
Publication date
01-12-2019
Publisher
BioMed Central
Keyword
Anemia
Published in
BMC Pediatrics / Issue 1/2019
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/s12887-019-1476-9

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