1
|
Terefe B, Jembere MM, Abie Mekonnen B. Spatial variations and determinants of iron containing foods consumption among 6-23 months old children in Ethiopia: spatial, and multilevel analysis. Sci Rep 2024; 14:4995. [PMID: 38424119 PMCID: PMC10904735 DOI: 10.1038/s41598-024-54959-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 02/19/2024] [Indexed: 03/02/2024] Open
Abstract
Consuming foods high in iron benefits metabolic processes as well as the development of the neonatal and fetal brain. Despite the significance of eating foods high in iron for public health, Ethiopian practices are still limited when compared to the World Health Organization's (WHO) assessment of its consumption of such foods. This study used the Ethiopia Demographic and Health Survey (EDHS) to evaluate the consumption of iron-rich foods, regional clustering, and related characteristics among children aged 6-23 months. The information was taken from the typical EDHS 2019 dataset, which included a weighted sample of 1572 young children aged 6-23 months old in total. Utilizing Kuldorff's SaTScan version 9.6 software, spatial scan statistics were produced. Software from ArcGIS 10.8 was used to display the regional distribution of inadequate consumption of foods high in iron. Utilizing multilevel or mixed effects logistic regression analysis, the associated determinants for a healthy diet rich in foods containing iron were found. In the final model, a P-value of < 0.05 was announced as a statistical significance variable. Overall, in Ethiopia, children aged 6-23 months consumed iron-rich foods at a rate of 27.14% (95% CI 24.99-29.39). Poor intake of foods heavy in iron is concentrated in Ethiopia's regional states of Afar, a sizable portion of Amhara, Oromia, Tigray, Somali, Gambela, and SNNPS. Primary and secondary education (AOR = 1.73, CI 95%: 1.23, 2.41), and (AOR = 1.97,CI 95%: 1.25, 3.10), having ≥ 2 under five children, and current status of breastfeeding (AOR = 0.62 (CI 95%: 0.45, 0.84), and (AOR = 0.32, CI 95%: 0.23, 0.44), giving birth at health facilities (AOR = 1.51, CI 95%: 1.06, 2.13),being from Afar and Somali regions (AOR = 0.39, 95%: 0.17, 0.93), and (AOR = 0.26, CI 95%: 0.10, 0.69) have shown statistically significant association with the outcome variable respectively. In Ethiopia, providing high-iron meals and supplements to under-2-year-old children represents minimal, but persistent, public health expenses. Based on the identified determinants, the Ethiopian federal ministry of health and other stakeholders should pay special attention to the locations designated as hot spots for maternal and child health service enhancement to promote the consumption of iron-rich meals among children aged 6-23 months.
Collapse
Affiliation(s)
- Bewuketu Terefe
- Department of Community Health Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Po. Box: 196, Gondar, Ethiopia.
| | - Mahlet Moges Jembere
- Department of Emergency and Critical Care Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Birhanu Abie Mekonnen
- Department of Pediatrics and Child Health, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| |
Collapse
|
2
|
Sahiledengle B, Mwanri L, Agho KE. Household environment associated with anaemia among children aged 6-59 months in Ethiopia: a multilevel analysis of Ethiopia demographic and health survey (2005-2016). BMC Public Health 2024; 24:315. [PMID: 38287295 PMCID: PMC10823679 DOI: 10.1186/s12889-024-17780-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 01/15/2024] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND Anaemia continues to be a major public health challenge globally, including in Ethiopia. Previous studies have suggested that improved household environmental conditions may reduce anaemia prevalence; however, population-level evidence of this link is lacking in low-income countries. Therefore, this study aimed to examine the association between environmental factors and childhood anaemia in Ethiopia. METHODS In this study, we conducted an analysis of the data from the Ethiopian Demographic and Health Survey (EDHS), a nationally representative population-based survey conducted in Ethiopia between 2005 and 2016. The study included a total of 21,918 children aged 6-59 months. Children were considered anemic if their hemoglobin (Hb) concentration was less than 11.0 g/dl. To examine the association between environmental factors and anemia, we used multilevel mixed-effect models. These models allowed us to control for various confounding factors including: child, maternal, household and community-level variables. The study findings have been reported as adjusted odds ratios (AORs) along with 95% confidence intervals (CIs) at a significance level of p < 0.05. RESULTS The study found the overall prevalence of childhood anaemia to be 49.3% (95%CI: 48.7-49.9) between 2005 and 2016 in Ethiopia. The prevalence was 47.6% (95%CI: 46.1-49.1) in 2005, 42.8% (95%CI: 41.8-43.8) in 2011, and increased to 57.4% (95%CI: 56.3-58.4) in 2016. The pooled data showed that children from households practising open defecation were more likely to be anaemic (AOR: 1.19, 95% CI: 1.05-1.36). In our survey specify analysis, the odds of anaemia were higher among children from households practising open defecation (AOR: 1.33, 95% CI: 1.12-1.58) in the EDHS-2011 and EDHS-2016 (AOR: 1.49, 95% CI: 1.13-1.90). In contrast, neither household water sources nor the time to obtain water was associated with anaemia after controlling for potential confounders. The other variables significantly associated with childhood anaemia include: the child's age (6-35 months), not fully vaccinated (AOR: 1.14, 95%CI: 1.05-1.24), children not dewormed in the last 6 months (AOR: 1.11, 95%CI: 1.01-1.24), children born to mothers not working (AOR: 1.10, 95%CI: 1.02-1.19), children from poor households (AOR: 1.18: 95%CI: 1.06-1.31), and rural residence (AOR: 1.23, 95%CI: 1.06-1.42). CONCLUSION In Ethiopia, about fifty percent of children suffer from childhood anemia, making it a serious public health issue. Open defecation is a major contributing factor to this scourge. To address this issue effectively, it is recommended to strengthen initiatives aimed at eliminating open defecation that involve various approaches, including sanitation infrastructure development, behavior change campaigns, and policy interventions. In addition, to reduce the burden of anemia in children, a multi-faceted approach is necessary, involving both prevention and treatment strategies.
Collapse
Affiliation(s)
- Biniyam Sahiledengle
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia.
| | - Lillian Mwanri
- Research Centre for Public Health Research, Equity and Human Flourishing, Torrens University Australia, Adelaide Campus, Adelaide, SA, 5000, Australia
| | - Kingsley Emwinyore Agho
- School of Health Sciences, Western Sydney University, Locked Bag 1797, Penrith, NSW, 2751, Australia
- School of Medicine, Translational Health Research Institute, Western Sydney University, Campbelltown Campus, Penrith, NSW, 2571, Australia
- African Vision Research Institute, University of KwaZulu-Natal, Durban, 4041, South Africa
| |
Collapse
|
3
|
Yadav K, Ramaswamy G, Puri S, Vohra K, Achary T, Jaiswal A, Kaur R, Bairwa M, Singh A, Sethi V. Prevalence and determinants of anemia due to micronutrient deficiencies among children aged 12-59 months in India-Evidence from Comprehensive National Nutrition Survey, 2016-18. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002095. [PMID: 38236794 PMCID: PMC10796069 DOI: 10.1371/journal.pgph.0002095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 11/15/2023] [Indexed: 01/22/2024]
Abstract
The present study aimed to estimate the prevalence of anemia, and anemia with micronutrient deficiencies (iron/ vitamin B12/ folic acid) and their determinants among children aged 12-59 months in India. Comprehensive National Nutritional Survey (2016-2018) is Asia's largest nutrition survey conducted among 0-19 years aged children in India. We used generalised linear model (modified Poisson) with adjusted prevalence ratio (aPR) to assess the socio-economic and biochemical factors associated with anemia and anemia with micronutrient deficiencies amongst children aged 12 to 59 months. Out of the total of 11,237 children included in the study, 40.5% (95%CI:38·6-42·6) were anemic, 30.0% (95%CI:27·8-32·4) had anemia with micronutrient deficiencies and 60.9% (95%CI:58·2-63·5) had micronutrient deficiencies with or without anemia. Younger age (aPR(95%CI) for one year old: 1.9(1.5-2.4), two year old: 1.8(1.5-2.2), three year old: 1.4(1.2-1.7) compared to four year old children) and lower educational status of the mother (mothers without formal schooling aPR(95%CI):1.4(1.1-1.8); 1-9 standards: 1.4(1.2-1.7)) vs mother educated with high school and above, consumption of less than 100 iron-folic acid tablets during pregnancy (aPR(95%CI):1.3(1.0-1.7) vs consumption of ≥ 180 tablets, any self-reported illness among children within two weeks preceding the interview (aPR(95%CI):1.2(1.1-1.4) vs no-illnesses, iron deficiency (aPR(95%CI):2.2(2.0-2.6)) and zinc deficiency (aPR(95%CI):1.3(1.1-1.4)) were associated with anemia in children. Among anemic, the children from scheduled tribe (aPR(95%CI):1.4(1.1-1.8)) vs other caste categories, and those following unsafe child faeces disposal practices (aPR(95%CI):1.2(1.0-1.4)) vs those who follow safe faeces disposal practices had higher chance of having micronutrient deficiency. One third of children aged 12-59 months had anemia with micronutrient deficiency (iron/ folic acid/ vitamin B12). More than half of children had micronutrient deficiencies irrespective of anemia. Micronutrient deficiencies, antenatal IFA intake, safe hygiene practices need to be strengthened to leave no stone unturned in control of anemia among under-five children in India.
Collapse
Affiliation(s)
- Kapil Yadav
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
- National Centre of Excellence and Advanced Research on Anemia Control, All India Institute of Medical Sciences, New Delhi, India
| | - Gomathi Ramaswamy
- Department of Community Medicine and Family Medicine, All India Institute of Medical Sciences, Bibinagar, India
| | - Surabhi Puri
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Kashish Vohra
- National Centre of Excellence and Advanced Research on Anemia Control, All India Institute of Medical Sciences, New Delhi, India
| | - Thejas Achary
- National Centre of Excellence and Advanced Research on Anemia Control, All India Institute of Medical Sciences, New Delhi, India
| | - Abhishek Jaiswal
- Employee State Insurance Corporation Medical College and Hospital, Faridabad, Haryana, India
| | - Ravneet Kaur
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Mohan Bairwa
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Archana Singh
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India
| | - Vani Sethi
- United Nations International Children’s Emergency Fund, Regional Office for South Asia, Kathmandu, Nepal
| |
Collapse
|
4
|
Gebrerufael GG, Hagos BT. Anemia Prevalence and Risk Factors in Two of Ethiopia's Most Anemic Regions among Women: A Cross-Sectional Study. Adv Hematol 2023; 2023:2900483. [PMID: 38178972 PMCID: PMC10766469 DOI: 10.1155/2023/2900483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 11/13/2023] [Accepted: 12/02/2023] [Indexed: 01/06/2024] Open
Abstract
Background In Sub-Saharan African (SSA) nations, including Ethiopia, anemia is a significant public health issue. Ethiopia has continued to bear the enormous burden of anemia infections. Over time, the prevalence of anemia has significantly increased in Ethiopia. In addition, there is a paucity of literature and regional variations in the pace of increment expansion. Therefore, the primary goal of this study was to evaluate the prevalence of anemia and risk factors among women in Ethiopia's two most anemic regions. Methods 2,519 women participated in a community-based cross-sectional study from January 18 to June 27, 2016. In order to determine the causes of anemia in women in two of Ethiopia's most anemic regions, an ordinal logistic regression model was taken into consideration. The applicability of the proportional odds test was evaluated using the chi-square test of the parallelism assumption. A p value of 0.05 or below was used to define crucial and statistically significant predictor variables. Results The overall prevalence rate of anemia was 56.8% (95% CI (54.8%-58.7%)). The chi-square test of the parallelism assumption indicated that the odds ratios were constant across all cut-off points of women's anemia levels at a 5% significance level (p value = 0.122). Of the severity of anemia levels among women, 48.2, 46.1, and 5.7% had mild, moderate, and severe anemia levels, respectively. In multivariable ordinal logistic regression analyses, being born (lived) in the Somali region (AOR = 1.6, 95% CI: 1.37, 1.90), having a parity of 4-5 (AOR = 1.3, 95% CI: 1.05, 1.66), and having ≥6 children (AOR = 1.4, 95% CI: 1.1, 1.7), being a contraceptive user (AOR = 3, 95% CI: 2.5, 3.6), being currently pregnant (AOR = 2.8, 95% CI: 2.3, 3.4), having no ANC follow-up (AOR = 1.9, 95% CI: 1.6, 2.3), being married women (AOR = 1.4, 95% CI: 1.1, 1.9), and user of unimproved toilet facility (AOR = 1.3, 95% CI: 1.1, 1.6) were significantly positively associated with anemia. Conclusions Finally, the anemia burden was dangerously greater than the national average. The region, usage of contraceptives, being pregnant at the time, ANC follow-up, toilet facilities, parity, and marital status all had a substantial impact on anemia. Therefore, to lessen the prevalence of anemia in certain parts of Ethiopia, public health initiatives that improve maternal health service utilization are required, such as ANC follow-up to minimize parity.
Collapse
Affiliation(s)
| | - Bsrat Tesfay Hagos
- Department of Statistics, College of Natural and Computational Science, Mekelle University, Mekelle, Ethiopia
| |
Collapse
|
5
|
Azmeraw M, Kassaw A, Habtegiorgis SD, Tigabu A, Amare AT, Mekuria K, Temesgen D, Zemariam AB, Kerebeh G, Bantie B, Alemnew D, Abate BB. Prevalence of anemia and its associated factors among children aged 6-23 months, in Ethiopia: a systematic review and meta analysis. BMC Public Health 2023; 23:2398. [PMID: 38042804 PMCID: PMC10693156 DOI: 10.1186/s12889-023-17330-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 11/24/2023] [Indexed: 12/04/2023] Open
Abstract
INTRODUCTION Despite several strategies exist for anemia prevention and control, it has been the major public health important problem in the world. Numerous immediate and long-term health issues were reported in children who have history of anemia including decreased work productivity in adult hood period. Although analyzing data on burden and risk factors of anemia are the recommended action areas of World Health Organization framework for accelerating anemia reduction, the aggregated national burden and contributors of anemia in Ethiopia has not been determined so far. There for, this systematic and meta-analysis study is aimed to assess the pooled prevalence and associated factors of anemia among children aged 6-23 months in Ethiopia. METHODS The electronic databases including PubMed, Scopus, EMBASE, Web of Science, Science Direct, Google scholar and institutional repositories were searched using search terms. The studies that reported the prevalence and/or risk factors of anemia in children 6-23 months of age were included. The JBI quality assessment tool was used to evaluate the quality of each study. The data was extracted with Microsoft Excel, 2019 and analyzed with STATA 17.0 statistical software. A random effect model was used to estimate the pooled prevalence of anemia and its associated factors. The Cochrane Q-test statistics and I2 test were used to measure heterogeneity between the included studies. Furthermore, publication bias was examined using the funnel plot graph and statistical tests (Egger's and begg tests). Outliers also visualized using Galbraith plot. When necessary, sensitivity analysis was also employed to detect small study effect. RESULT Ten studies with a total population of 14, 733 were included for analysis. The pooled prevalence of anemia among children aged 6-23 months of age in Ethiopia was found to be 57.76% (95%CI; 51.61-63.91; I2 = 97.192%; p < 0.001). Having history of diarrhea AOR = 2.44 (95%CI: 1.03-3.85), being stunted AOR = 2.00 (95%CI: 1.38-2.61), living in food insecure house hold AOR = 2.08 (95%CI: 1.10-3.07), consuming less diversified food AOR = 2.73 (95%CI: 2.06-3.39) and being 6-11 months of age AOR = 1.59 (95%CI: 1.23-1.95) were associated with anemia. CONCLUSION AND RECOMMENDATION The prevalence of anemia is in the range of severe public health problem among children aged 6-23 months in Ethiopia. Diarrhea, stunting, house hold food insecurity, dietary diversity, and age were the predictors of anemia. Further, prospective cohort and random controlled trial studies are recommended. Further, random controlled trial especially effectiveness of nutritional education interventions trial is important. To reduce prevalence of anemia, strengthening diarrhea reduction program, securing household food insecurity, preventing stunting, giving special attention for infants age 6-11 months and encouraging food diversification are important.
Collapse
Affiliation(s)
- Molla Azmeraw
- Department of Nursing, College of Health Science, Woldia University, P.O. Box: 400, Weldiya, Ethiopia.
| | - Amare Kassaw
- Department of Pediatrics and Child Health Nursing, College of Health Science, Debre Tabor University, Debra Tabor, Ethiopia
| | - Samuel Derbie Habtegiorgis
- Department of Epidemiology, College of Medicine and Health Science, Debre Markos University, Debre Markos, Ethiopia
| | - Agimasie Tigabu
- Department of Comprehensive Nursing, College of Health Science, Debre Tabor University, Debra Tabor, Ethiopia
| | - Abraham Tsedalu Amare
- Department of Comprehensive Nursing, College of Health Science, Debre Tabor University, Debra Tabor, Ethiopia
| | - Kindie Mekuria
- Department of Nursing, College of Health Science, Woldia University, P.O. Box: 400, Weldiya, Ethiopia
| | - Dessie Temesgen
- Department of Nursing, College of Health Science, Woldia University, P.O. Box: 400, Weldiya, Ethiopia
| | | | - Gashaw Kerebeh
- Department of Pediatrics and Child Health Nursing, College of Health Science, Debre Tabor University, Debra Tabor, Ethiopia
| | - Berihun Bantie
- Department of Comprehensive Nursing, College of Health Science, Debre Tabor University, Debra Tabor, Ethiopia
| | - Dessie Alemnew
- Department of Nursing, Faculty of Health Science, Debark University, Debark, Ethiopia
| | - Biruk Beletew Abate
- Department of Nursing, College of Health Science, Woldia University, P.O. Box: 400, Weldiya, Ethiopia
| |
Collapse
|
6
|
Regassa R, Duguma M, Belachew T, Tamiru D. Environmental Enteropathy and Anaemia Status Among Under-Five Children, in Slum Areas of Jimma Town, Ethiopia. Pediatric Health Med Ther 2023; 14:33-43. [PMID: 36798588 PMCID: PMC9926931 DOI: 10.2147/phmt.s387747] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 01/31/2023] [Indexed: 02/11/2023] Open
Abstract
Background The most important anemia next to iron deficiency is anemia of inflammation. Micronutrient deficits, such as those in zinc and iron, can be caused by intestinal permeability and gut inflammation brought on by environmental enteric dysfunction. This study was aimed to evaluate the prevalence and association of anemia with Environmental Enteropathy. Methods Data on water sanitation and hygiene indicators and sociodemographic characteristics were collected using structured questionnaire. The lactulose to mannitol ratio (L:M) was calculated from the concentration of both sugars in the urine. Level of Hemoglobin was detected by using Hemocue-301 digital photometer. Blood and urine sample was collected from three hundred children aged 12-59 months to determine the status of Anaemia and Environmental Enteropathy respectively. Results Data were analyzed by using Descriptive statistics, cross-tabulation, and logistic regression model to indicate prevalence and association of anemia with environmental Enteropathy in children less than five years old. The prevalence of anemia in children with environmental enteropathy was 63.8% (95% CI: 57.6, 71.7), and there was a significant association (p = 0.0001, AOR 3.502, 95% CI: 1.929-6.371) between anemia and environmental enteropathy. In a multivariate analysis, children aged 1-3 years with caretakers who had no or only primary education and with monthly income of less than 3000 ETB were more likely to develop anemia. Conclusion The result of this study indicated that two-thirds of children less than five with environmental enteropathy had developed anemia, and there is a significant association between environmental enteropathy and anemia. Even though there are other causes of anemia, based on the findings of this study, more research is needed to identify factors associated with environmental enteropathy to mitigate anemia due to intestinal permeability or malabsorption and its impact in children under the age of five.
Collapse
Affiliation(s)
- Rediet Regassa
- Nutrition and Dietetics Department, Faculty of Public Health, Institute of Health, Jimma University, Jimma, Ethiopia,Correspondence: Rediet Regassa, Email
| | - Markos Duguma
- Jimma University Laboratory of Drug Quality (JuLaDQ) and School of Pharmacy, Jimma, Ethiopia
| | - Tefera Belachew
- Nutrition and Dietetics Department, Faculty of Public Health, Institute of Health, Jimma University, Jimma, Ethiopia
| | - Dessalegn Tamiru
- Nutrition and Dietetics Department, Faculty of Public Health, Institute of Health, Jimma University, Jimma, Ethiopia
| |
Collapse
|
7
|
Sahiledengle B, Mwanri L, Petrucka P, Kumie A, Beressa G, Atlaw D, Tekalegn Y, Zenbaba D, Desta F, Teferu Z, Wordofa D, Seyoum K, Gomora D, Negash G, Agho KE. Determinants of undernutrition among young children in Ethiopia. Sci Rep 2022; 12:20945. [PMID: 36470914 PMCID: PMC9722653 DOI: 10.1038/s41598-022-25160-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022] Open
Abstract
Ethiopia is one of the countries in sub-Saharan Africa with the highest burden of childhood undernutrition. Despite the high burden of this scourge, little is known about the magnitude and contributing determinants to anthropometric failure among children aged 0-23 months, a period regarded as the best window of opportunity for interventions against undernutrition. This study examined factors associated with undernutrition (stunting, wasting, and underweight) among Ethiopian children aged 0-23 months. This study used a total weighted sample of 2146 children aged 0-23 months from the 2019 Ethiopian Mini Demographic and Health Survey. The data were cleaned and weighted using STATA version 14.0. Height-for-age (HFA), weight-for-height (WFH), and weight-for-age (WFA) z-scores < - 2 SD were calculated and classified as stunted, wasting, and underweight, respectively. Multilevel mixed-effects logistic regression models adjusted for cluster and survey weights were used. Adjusted odds ratio (AOR) and 95% confidence interval (CI) were estimated. Statistical significance was declared at p < 0.05. The overall weighted prevalence of stunting, wasting, and underweight respectively were 27.21% [95% CI (25.32-29.18)], 7.80% [95% CI (6.71-9.03)], and 16.44% [95% CI (14.90-18.09)] among children aged 0-23 months in Ethiopia. Female children were less likely to be associated with stunting [AOR: 0.68, 95% CI (0.54-0.86)], wasting [AOR: 0.70, 95% CI (0.51, 0.98)], and underweight [AOR: 0.64, 95% CI (0.49, 0.83)] than their male counterparts. Conversely, older children aged 12-17 months [AOR: 2.22, 95% CI (1.52, 3.23)] and 18-23 months [AOR: 4.16, 95% CI (2.75, 6.27)] were significantly at an increased odds of becoming stunted. Similarly, the likelihood of being underweight was higher in older age groups: 6-11 months [AOR: 1.74, 95% CI (1.15, 2.63)], 12-17 months [AOR: 2.13, 95% CI (1.40, 3.24)], and 18-23 months [AOR: 4.08, 95% CI (2.58, 6.44)] compared with the children younger than 6 months. Lower wealth quintile was one of the other significant determinants of stunting and underweight. The study's findings indicated that the most consistent significant risk factors for undernutrition among children aged 0-23 months are: male sex, older age groups and lower wealth quintile. These findings emphasize the importance of strengthening nutrition-specific and sensitive interventions that address the immediate and underlying drivers of childhood undernutrition in early life, as well as targeting low-income households with male children, in order for Ethiopia to meet the Sustainable Development Goals (SDGs) 1,2 and 3 by 2030.
Collapse
Affiliation(s)
- Biniyam Sahiledengle
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia.
| | - Lillian Mwanri
- Centre for Public Health Research, Equity and Human Flourishing, Torrens University Australia, Adelaide Campus, Adelaide, SA, 5000, Australia
| | - Pammla Petrucka
- College of Nursing, University of Saskatchewan, Saskatoon, Canada
| | - Abera Kumie
- School of Public Health, College of Health Science, Addis Ababa University, Addis Ababa, Ethiopia
| | - Girma Beressa
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Daniel Atlaw
- Department of Human Anatomy, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Yohannes Tekalegn
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Demisu Zenbaba
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Fikreab Desta
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Zinash Teferu
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Debebe Wordofa
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Kenbon Seyoum
- Department of Midwifery, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Degefa Gomora
- Department of Midwifery, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Getahun Negash
- Department of Medical Laboratory Science, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia
| | - Kingsley Emwinyore Agho
- School of Health Sciences, Western Sydney University, Locked Bag 1797, Penrith, NSW, 2751, Australia
- Translational Health Research Institute, School of Medicine, Western Sydney University, Campbelltown Campus, Penrith, NSW, 2571, Australia
- African Vision Research Institute, University of KwaZulu-Natal, Durban, 4041, South Africa
| |
Collapse
|
8
|
Masresha SA, Alen GD, Kidie AA, Dessie AA, Dejene TM. First line antiretroviral treatment failure and its association with drug substitution and sex among children in Ethiopia: systematic review and meta-analysis. Sci Rep 2022; 12:18294. [PMID: 36316358 PMCID: PMC9622840 DOI: 10.1038/s41598-022-22237-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 10/11/2022] [Indexed: 11/05/2022] Open
Abstract
Antiretroviral Treatment (ART) has significantly decreased HIV-related morbidity and mortality among children despite the issue of drug resistance and subsequent treatment failure appearing as a challenge. Different studies have been conducted in Ethiopia regarding the prevalence of first-line ART failure among children but the magnitudes of these studies were inconsistent and had great variability. This review aimed to estimate the pooled prevalence of first line ART failure among children and its association with drug substitution and sex of children among first-line ART users in Ethiopia. The review was conducted using both published and unpublished studies until September 2020 in Ethiopia. MEDLINE, PubMed, Hinari, Web of Science, Google Scholar, Africa journal online (AJOL), Open gray literature, and online repository articles were searched. The quality of individual studies was assessed by Joanna Briggs Institute's (JBI) critical appraisal checklist. The statistical analysis was done by STATA-14 software and a random effect model was used. Heterogeneity was assessed using forest plot Cochrane Q-test and I-squared statistic. Publication bias was checked by using a funnel plot and Egger's and Begg's statistical tests. The interpretation was made by an odds ratio and with their respective 95% confidence intervals. The heterogeneity rate was 90% and Begg's and Egger's for publication bias were insignificant with p-values of 0.89 and 0.11 respectively. The pooled prevalence of pediatric first line ART failure in Ethiopia was 14.98% (95% CI 11.74, 18.21). Subgroup analysis showed that the highest failure rate was virological (9.13%). Female children had 1.4 times more risk of first-line ART failure (OR = 1.42; 95% CI 1.08, 1.85). First-line ART failure among children in Ethiopia is considerably high. Being female increases the likelihood of facing first line ART failure. More attention should be given to female children.
Collapse
|
9
|
Nkurunziza JC, Nabukeera-Barungi N, Kalyango JN, Niyongabo A, Mwanja MM, Mupere E, Nankabirwa JI. Prevalence and factors associated with anaemia in children aged 6-24 months living a high malaria transmission setting in Burundi. PLoS One 2022; 17:e0273651. [PMID: 36054118 PMCID: PMC9439186 DOI: 10.1371/journal.pone.0273651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Accepted: 08/13/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND In very young children, anaemia has been linked to increased morbidity, mortality and poor cognitive development. Although Burundi has a high burden of anaemia, which may be worsened by the high burden of malaria, little is known about the extent of the problem in very young children who are most at risk of severe disease. We estimated the prevalence, and assessed the factors associated with anaemia in children aged 6-24 months using baseline data collected as part of an on-going study evaluating the effect of Micronutrient supplementation on anaemia and cognition among children in high malaria transmission settings in Burundi. METHODS Between February and March 2020, surveys were conducted in 498 households within the catchment area of Mukenke Health Center. One child aged 6-24 months was selected per household to participate in the survey. Following written informed consent, we administered a questionnaire to the child's primary caregiver to capture information on child's demographics, nutritional status, food intake, health (status, and morbidity and treatment-seeking practices), as well as the household markers of wealth. A physical exam was conducted, and a blood sample was collected to: 1) assess for presence of plasmodium infection using a rapid diagnosis test; 2) estimate the haemoglobin levels using a portable haemocue machine. A stool sample was also collected to examine for the presence of helminth infections. RESULTS The prevalence of anaemia was 74.3% (95% confidence interval [CI] 61.5%-84.0%), with most of the anaemic study participants classified as having moderate anaemia (59.2%). A total of 62 (12.5%) participants had positive malaria rapid diagnosis tests. Factors significantly associated with higher odds of developing anaemia included not receiving deworming medication (adjusted Odd ratio [aOR] = 3.54, 95% CI 1.79-6.99, p<0.001), the child's home location (Mukenke II: aOR = 2.22, 95% CI 1.89-2.62, p<0.001; Mukenke: aOR = 2.76, 95% CI 2.46-3.10, p<0.001 and Budahunga: aOR = 3.12, 95% CI 2. 94-3.31, p<0.001) and the child's age group (Children aged 6-11 months: aOR = 2.27, 95% CI 1.32-3.91, p<0.001). Education level was inversely associated with less odds of anaemia: child's primary care giver with a secondary (aOR = 0.67; 95% CI: 0.47-0.95, p = 0,024) and tertiary education level (aOR = 0.48; 95% CI: 0.38-0.61, p<0.001). CONCLUSION Anaemia is highly prevalent among young children in high malaria transmission setting. Anaemia is more prevalent among children who not dewormed and those with malaria. To prevent the long-term adverse outcomes of the anaemia in children, policy makers should focus on improving uptake of the deworming and malaria prevention programs, promote preventive interventions and improve the education of women especially in families with very young children.
Collapse
Affiliation(s)
- Jean Claude Nkurunziza
- Clinical Epidemiology Unit, Makerere University College of Health Sciences, Kampala, Uganda
- Department of Community Medicine, Kamenge University Hospital Center (CHUK), University of Burundi, Bujumbura, Burundi
| | - Nicolette Nabukeera-Barungi
- Department of Paediatrics and Child Health, School of Medicine, College of Health Sciences, Makerere University Kampala, Kampala, Uganda
| | - Joan Nakayaga Kalyango
- Clinical Epidemiology Unit, Makerere University College of Health Sciences, Kampala, Uganda
- Department of Pharmacy, Makerere University College of Health Sciences, Kampala, Uganda
| | - Aloys Niyongabo
- Department of Laboratory, Kamenge University Hospital Center (CHUK), University of Burundi, Bujumbura, Burundi
| | - Mercy Muwema Mwanja
- Clinical Epidemiology Unit, Makerere University College of Health Sciences, Kampala, Uganda
| | - Ezekiel Mupere
- Department of Paediatrics and Child Health, School of Medicine, College of Health Sciences, Makerere University Kampala, Kampala, Uganda
| | - Joaniter I. Nankabirwa
- Clinical Epidemiology Unit, Makerere University College of Health Sciences, Kampala, Uganda
- Infectious Diseases Research Collaboration, Kampala, Uganda
| |
Collapse
|
10
|
Vohra R, Hussain A, Dudyala AK, Pahareeya J, Khan W. Multi-class classification algorithms for the diagnosis of anemia in an outpatient clinical setting. PLoS One 2022; 17:e0269685. [PMID: 35793343 PMCID: PMC9258850 DOI: 10.1371/journal.pone.0269685] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 05/26/2022] [Indexed: 11/19/2022] Open
Abstract
Anemia is one of the most pressing public health issues in the world with iron deficiency a major public health issue worldwide. The highest prevalence of anemia is in developing countries. The complete blood count is a blood test used to diagnose the prevalence of anemia. While earlier studies have framed the problem of diagnosis as a binary classification problem, this paper frames it as a multi class (three classes) classification problem with mild, moderate and severe classes. The three classes for the anemia classification (mild, moderate, severe) are so chosen as the world health organization (WHO) guidelines formalize this categorization based on the Haemoglobin (HGB) values of the chosen sample of patients in the Complete Blood Count (CBC) patient data set. Complete blood count test data was collected in an outpatient clinical setting in India. We used Feature selection with Majority voting to identify the key attributes in the input patient data set. In addition, since the original data set was imbalanced we used Synthetic Minority Oversampling Technique (SMOTE) to balance the data set. Four data sets including the original data set were used to perform the data experiments. Six standard machine learning algorithms were utilised to test our four data sets, performing multi class classification. Benchmarking these algorithms was performed and tabulated using both10 fold cross validation and hold out methods. The experimental results indicated that multilayer perceptron network was predominantly giving good recall values across mild and moderate class which are early and middle stages of the disease. With a good prediction model at early stages, medical intervention can provide preventive measure from further deterioration into severe stage or recommend the use of supplements to overcome this problem.
Collapse
Affiliation(s)
- Rajan Vohra
- School of Creative Technologies, University of Bolton, Bolton, United Kingdom
- * E-mail:
| | - Abir Hussain
- Department of Electrical Engineering, University of Sharjah, Sharjah, UAE
- Department of Computer Science, Liverpool John Moore’s University, Liverpool, United Kingdom
| | - Anil Kumar Dudyala
- Department of Computer Science, National Institute of Technology Patna (NIT Patna), Patna, India
| | - Jankisharan Pahareeya
- Department of Information Technology, Rustamji Institute of Technology, BSF Academy, Tekanpur, Gwalior, India
| | - Wasiq Khan
- Department of Computer Science, Liverpool John Moore’s University, Liverpool, United Kingdom
| |
Collapse
|
11
|
Ringoringo HP, Natalia IY, Panghiyangani R, Hartoyo E, Lao R. Prevalence of Iron-Deficiency Anemia in Infants Living in Rural Areas and the Factors that Influence it in the Pandemic COVID-19 Era. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.7869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND: Iron-deficiency anemia (IDA) is caused by inadequate intake of iron or impaired erythrocyte formation due to chronic blood loss.
AIM: This study aimed to obtain data on the prevalence of iron deficiency and IDA in the pandemic COVID-19 era and to investigate the relationship of infant nutritional status, maternal education, maternal occupation, maternal parity, and family income with the prevalence of iron deficiency and IDA in infants 9–12 months at the Cempaka Banjarbaru Community Health Center.
METHODS: A cross-sectional analytic descriptive approach was used with a consecutive sampling technique to conduct this study. The sample consisted of 50 infants between 9 and 12 months old that had completed blood count and peripheral blood smear at measles immunization in May–September 2020 at the Cempaka Banjarbaru Community Health Center.
RESULTS: The results showed that the prevalence of iron deficiency, IDA, and hemolytic anemia was 16%, 28%, and 22%, respectively. Meanwhile, the data analysis was conducted using Chi-square and Fisher’s exact test. The results showed a significant relationship between family income factors and the prevalence of iron deficiency and IDA (p = 0.023).
CONCLUSION: Infants at the age of 9–12 months need to have a complete blood count examination to detect an earlier iron deficiency and IDA.
Collapse
|
12
|
Eshete T, Anteneh K, Getahun F, Marie T, Sahile E, Kidane R, Bazezaw Y. Geographical pattern and associated factors of anemia among children aged 6–59 months in Ethiopia: Further analysis of Ethiopian demographic and health survey 2016. INTERNATIONAL JOURNAL OF AFRICA NURSING SCIENCES 2022. [DOI: 10.1016/j.ijans.2022.100420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
|
13
|
Othoo DA, Ochola S, Kuria E, Kimiywe J. Impact of Spirulina corn soy blend on Iron deficient children aged 6-23 months in Ndhiwa Sub-County Kenya: a randomized controlled trial. BMC Nutr 2021; 7:70. [PMID: 34749821 PMCID: PMC8577024 DOI: 10.1186/s40795-021-00472-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 09/10/2021] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Iron deficiency anemia (IDA) remains high in Kenya despite interventions. Twenty-seven percent of children aged 6 months-14 years are anemic, with low iron intake (7%) among children aged 6-23 months. Standard food interventions involve a corn soy blend (CSB), which is limited in micronutrients, and fortifiers are not accessible locally. Moreover, the use of spirulina as a strategy for mitigating IDA has not been adequately documented. This study compared the impact of a spirulina corn soy blend (SCSB) on IDA among children aged 6-23 months. METHODS A total of 240 children with IDA were randomly assigned to study groups at a ratio of 1:1:1 through lotteries, and caregivers and research assistants were blinded to group assignment. Dry-take-home SCSB, CSB and placebo flour (1.7 kg) was given to caregivers to prepare porridges using a flour water ratio of 1:4, producing 600 ml-700 ml of porridge to feed children 200 ml of porridge three times a day for 6 months. Impact was assessed as plasma hematocrit at baseline and after the study. Blood drawing, preparation and analysis were performed in accordance with approved procedures by the EthicsResearchCommittee. Monthly follow-up and data collection on dietary intake, anthropometry, morbidity and infant feeding practices were performed using questionnaires. Relative risk, magnitude of change and log-rank tests were used to compare the impact of the intervention, and significant differences were determined at P < 0.05. RESULTS The survival probabilities for children consuming SCSB were significantly higher than those consuming CSB (log-rank-X2 = 0.978; CI: 0.954-1.033, P = 0.001) and the placebo (log-rankX2 = 0.971; CI: 0.943-0.984, P = 0.0001). Children consuming SCSB had a mean recovery time of 8 days (CI: 7-12 days) compared to those consuming CSB (19 days; CI: 20-23 days) and placebo (33 days; CI: 3 1-35 days). The recovery rate was 15.4 per 100 persons per day for children who consumed SCSB as opposed to 4.6 and 1.8 per 100 persons per day for those who consumed CSB and the placebo, respectively. CONCLUSION Management of IDA with SCSB compared to CSB and the placebo led to faster reversal and large numbers of recoveries from IDA. The recovery rates were above the World Health Organizations (WHO) minimums standards for food interventions. Efforts to realize high and faster recoveries from IDA should be heightened by fortifying CSB with spirulina powder.
Collapse
Affiliation(s)
- Dorothy Apondi Othoo
- Jomo Kenyatta University of Agriculture and Technology, P.O.Box 62000-00200, Nairobi, Kenya
| | - Sophie Ochola
- Kenyatta University, P.O. Box 43844-00100, Nairobi, Kenya
| | | | - Judith Kimiywe
- Kenyatta University, P.O. Box 43844-00100, Nairobi, Kenya
| |
Collapse
|
14
|
McFadden C, Muir B, Oxenham MF. Determinants of infant mortality and representation in bioarchaeological samples: A review. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2021. [DOI: 10.1002/ajpa.24406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Clare McFadden
- School of Archaeology and Anthropology Australian National University Canberra Australian Capital Territory Australia
| | - Brianna Muir
- School of Archaeology and Anthropology Australian National University Canberra Australian Capital Territory Australia
| | - Marc F. Oxenham
- School of Archaeology and Anthropology Australian National University Canberra Australian Capital Territory Australia
- Department of Archaeology, School of Geosciences University of Aberdeen, St Mary's Aberdeen UK
| |
Collapse
|
15
|
Alamneh YM, Akalu TY, Shiferaw AA, Atnaf A. Magnitude of anemia and associated factors among children aged 6-59 months at Debre Markos referral hospital, Northwest Ethiopia: a hospital-based cross-sectional study. Ital J Pediatr 2021; 47:172. [PMID: 34389033 PMCID: PMC8362241 DOI: 10.1186/s13052-021-01123-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 08/05/2021] [Indexed: 11/30/2022] Open
Abstract
Background Anemia, the most common micro-nutrient deficiency disorder, is the world’s second leading cause of morbidity and morbidity, affecting 24.8% of the population, of which 47.4% are under-five children. The prevalence of anemia ranges from 44 to 56% in Ethiopia. Although its magnitude has shown decreases across regions; it continues to be a significant public health problem, particularly in developing countries including Ethiopia. Despite this evidence, the magnitude and associated factors of anemia was not systematically explored and there is a limited information or limited evidences in the study area. Hence, the aim of this study was to assess the magnitude and associated factors of anemia among children aged 6–59 months attending at Debre Markos Referral Hospital, Northwest Ethiopia. Methods A hospital-based cross-sectional study was conducted at Debre Markos referral hospital Northwest Ethiopia from September 30 to December 30, 2019. Data on socio-demographic and socio-economic factors, health and nutritional features of children and their mothers were obtained using pre-tested structured questionnaires in a face-to-face interview with child care providers. Blood samples and stool examination for intestinal parasites were performed. Hemoglobin level was analyzed using the HemoCue device (HemoCueHb 301). The collected data were coded, cleared and entered into Epi-Data version 3.1, and analyzed using Stata version 14 software. To identify candidates and predictor variables, bivariate and multivariate logistic regressions were applied respectively. The significance level was determined at a confidence interval of 95% at p-value < 0.05. Results Of the total of 341 participants planned to be participated, about 310 mother-child pairs participated in the study, giving a response rate of 91%; and data were collected from children as well as their parents or guardians. In this study, the magnitude of anemia was 11.9% (95% CI, 8.5, 16.2%). Poor dietary diversity (AOR = 2.3; 95% CI: 1.12, 5.14), food-insecure households (AOR = 3.24; 95% CI: 1.85, 4.52), complementary feeding initiation time (AOR = 3.20; 95% CI:1.23, 6.61), intestinal parasites infection (AOR = 3.20; 95% CI:1.23, 6.61) and family income (AOR = 2.87; 95% CI:1.57, 5.0) were found to be factors significantly associated with anemia. Conclusion Overall, anemia is considered a public health problem among children aged 6–59 months attending at Debre Markos referral hospital, based on the cut-off point of the World Health Organization. Poor dietary diversity, complementary feeding initiation time, household food insecurity, intestinal parasite infection and family income were significantly associated with childhood anemia. Thus, it needs for proven interventions in public health such as food diversification, anti-helmintic drug provision and household food security. In addition, educating women about nutrition and diet diversification, as well as involving them in alternative sources of income-generating activity, can be vital in the study area.
Collapse
Affiliation(s)
- Yoseph Merkeb Alamneh
- Department of Biomedical Sciences, Debre Markos University, P.O. Box 269, Debre Markos, Ethiopia.
| | - Tadesse Yirga Akalu
- Department of Nursing, College of Health Science, Debre Markos University, Debre Markos Ethiopia, P.O. Box 269, Debre Markos, Ethiopia
| | - Abtie Abebaw Shiferaw
- Department of Medical Laboratory Science, Debre Markos University, P.O. Box 269, Debre Markos, Ethiopia
| | - Aytenew Atnaf
- Department of Medical Laboratory Science, Debre Markos University, P.O. Box 269, Debre Markos, Ethiopia
| |
Collapse
|
16
|
Jembere M, Kabthymer RH, Deribew A. Determinants of Anemia Among Children Aged 6 to 59 Months in Dilla Town, Southern Ethiopia: A Facility Based Case Control Study. Glob Pediatr Health 2020; 7:2333794X20974232. [PMID: 33283029 PMCID: PMC7683845 DOI: 10.1177/2333794x20974232] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 09/30/2020] [Accepted: 10/26/2020] [Indexed: 11/15/2022] Open
Abstract
Background. Globally, anemia is a widespread public health problem associated with increased risk of morbidity and mortality. Under 5 children have greater risk of anemia. The level of burden and the risk factors for anemia vary in different settings. Identifying local factors will have important implications for health intervention programs aimed to tackle the burden. Our study aims to investigate the determinants of anemia among under 5 children in the study area. Methods. Facility based unmatched case control study was conducted among 413 (137 cases and 276 controls) children of Dilla town. Cases were children who had hemoglobin level of less than 11 g/dl and controls were children aged 6 to 59 months with hemoglobin ≥11 g/dl. Quota and simple random sampling was used for cases and controls respectively. Data on socio-demographic, dietary diversity score, food security, anthropometry, hemoglobin level, malaria infection and intestinal parasites were collected. Data were analyzed with SPSS version 25. Bi-variate and multivariate binary logistic regression analysis was used to identify independent determinants of anemia. P-value less than .05 were used to declare statistical significance. Result. In the multivariate analysis, having more than 1 under 5 children in the households (AOR = 3.03, 95%CI = 1.35-6.81), intestinal parasitosis (AOR = 4.42, 95%CI = 2.07-9.44), food insecurity (AOR = 2.75, 95% CI = 1.39-5.45), and stunting (AOR = 6.09, 95% CI = 2.53-14.67) were determinants of anemia among children aged 6 to 59 months. Conclusion. Some of the identified factors are modifiable that could be targeted to reduce childhood anemia. Family planning education, provision of anti-helminthic drugs and ensuring household food security will be beneficial to tackle anemia.
Collapse
Affiliation(s)
| | | | - Amare Deribew
- St.Paul Milliennium Medical College, Addis Abeba, Ethiopia.,Nutrition International, Ethiopia
| |
Collapse
|
17
|
Tiruneh SA, Ayele BA, Yitbarek GY, Asnakew DT, Engidaw MT, Gebremariam AD. Spatial distribution of iron rich foods consumption and its associated factors among children aged 6-23 months in Ethiopia: spatial and multilevel analysis of 2016 Ethiopian demographic and health survey. Nutr J 2020; 19:115. [PMID: 33032619 PMCID: PMC7545915 DOI: 10.1186/s12937-020-00635-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 10/02/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Micronutrient deficiencies are the most prevalent nutritional deficiencies that cause serious developmental problems in the globe. The aim of this study was to assess the spatial distribution of iron rich foods consumption and its associated factors among children aged 6-23 months in Ethiopia. METHODS The data retrieved from the standard Ethiopian Demographic and Health Survey 2016 dataset with a total sample size of 3055 children aged 6-23 months. Spatial scan statistics done using Kuldorff's SaTScan version 9.6 software. ArcGIS version 10.7 software used to visualize spatial distribution for poor consumption of iron rich foods. Multilevel mixed-effects logistic regression analysis employed to identify the associated factors for good consumption of iron-rich foods. Level of statistical significance was declared at a two-sided P-value < 0.05. RESULTS Overall, 21.41% (95% CI: 19.9-22.9) of children aged 6-23 months had good consumption of iron rich foods in Ethiopia. Poor consumption of iron rich foods highly clustered at Southern Afar, Southeastern Amhara and Tigray, and the Northern part of Somali Regional States of Ethiopia. In spatial scan statistics, children aged 6-23 months living in the most likely cluster were 21% more likely vulnerable to poor consumption of iron rich foods than those living outside the window (RR = 1.21, P-value < 0.001). Child aged 12-17 months (AOR = 1.90, 95% CI: 1.45-2.49) and 18-23 months (AOR = 2.05, 95% CI: 1.55-2.73), primary (AOR = 1.42, 95% CI:1.06-1.87) and secondary and above (AOR = 2.26, 95% CI: 1.47-3.46) mother's education level, rich (AOR = 1.49, 95% CI: 1.04-2.13) and middle (AOR = 1.83, 95% CI: 1.31-2.57) household wealth status, Amhara (AOR = 0.24, 95% CI: 0.09-0.60), Afar (AOR = 0.38, 95% CI: 0.17-0.84), and Harari (AOR = 2.11, 95% CI: 1.02-4.39) regional states of Ethiopia were statistically significant factors for good consumption of iron rich foods. CONCLUSION Overall, the consumption of iron rich foods was low and spatially non-random in Ethiopia. Federal Ministry of Health and other stakeholders should give prior attention to the identified hot spot areas to enhance the consumption of iron rich foods among children aged 6-23 months.
Collapse
Affiliation(s)
- Sofonyas Abebaw Tiruneh
- Department of Public Health, College of Health Sciences, Debre Tabor University, Debre Tabor, Ethiopia.
| | | | - Getachew Yideg Yitbarek
- Department of Biomedical Sciences (Medical Physiology), College of Health Sciences, Debre Tabor University, Debre Tabor, Ethiopia
| | - Desalegn Tesfa Asnakew
- Department of Public Health, College of Health Sciences, Debre Tabor University, Debre Tabor, Ethiopia
| | - Melaku Tadege Engidaw
- Department of Public Health, College of Health Sciences, Debre Tabor University, Debre Tabor, Ethiopia
| | | |
Collapse
|
18
|
Heinrichs H, Endris BS, Dejene T, Dinant GJ, Spigt M. Anaemia and its determinants among young children aged 6-23 months in Ethiopia (2005-2016). MATERNAL AND CHILD NUTRITION 2020; 17:e13082. [PMID: 32969162 PMCID: PMC7988878 DOI: 10.1111/mcn.13082] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 08/18/2020] [Accepted: 09/03/2020] [Indexed: 11/26/2022]
Abstract
Anaemia in children remains a significant public health threat. Recent numbers from Ethiopia showed that more than two‐thirds of children under the age of 2 years were anaemic. This study aimed to investigate the determinants of anaemia throughout Ethiopia over 11 years, making use of the Ethiopian Demographic and Health Survey (EDHS) rounds 2005, 2011 and 2016. The EDHS made it possible to use data on blood tests and detailed questionnaires among infants and young children. Multivariable logistic regression was applied to assess the association of anaemia and different immediate and underlying determinants. A total of 7,324 children aged 6–23 months were included in the analysis, with prevalences of anaemia being 71% in 2005, 61% in 2011 and 72% in 2016. The following determinants were significantly associated with childhood anaemia throughout the entire period: children younger than 1 year, anaemic mothers and those growing up in pastoralist regions. Risk factors such as diet and infections were consistently not significantly associated with anaemia. Given the tremendous adverse health effects of anaemia in young children, urgent action is needed. Hence, this study recommends nationwide multisectoral interventions targeting pastoralist regions, maternal and child health, screening and treatment of risk groups that could reduce the prevalence of anaemia.
Collapse
Affiliation(s)
- Helen Heinrichs
- Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | | | - Tariku Dejene
- Center for Population Studies, Addis Ababa University, Addis Ababa, Ethiopia
| | - Geert-Jan Dinant
- School CAPHRI, Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Mark Spigt
- School CAPHRI, Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands.,General Practice Research Unit, Department of Community Medicine, The Arctic University of Tromsø, Tromsø, Norway
| |
Collapse
|
19
|
McFadden C, Oxenham MF. A paleoepidemiological approach to the osteological paradox: Investigating stress, frailty and resilience through cribra orbitalia. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2020; 173:205-217. [PMID: 32578874 DOI: 10.1002/ajpa.24091] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 04/02/2020] [Accepted: 05/18/2020] [Indexed: 12/15/2022]
Abstract
OBJECTIVES The Osteological Paradox posits that skeletal lesions may differentially be interpreted as representing resilience or frailty. However, specific consideration of the etiologies and demographic distributions of individual skeletal indicators can inform the criteria on which to differentiate stress, frailty, and resilience. Adopting a life history approach and adaptive plasticity model, this study proposes a framework for the analysis and interpretation of a commonly reported skeletal lesion, cribra orbitalia, which considers the underlying mechanisms of the condition, the clinical and epidemiological literature relating to anemia and malnutrition, and the bioarcheological evidence. MATERIALS AND METHODS Data were extracted from the European (n = 33 populations) and American (n = 19 populations) modules of the Global History of Health Project. Kaplan-Meier and Cox regression analyses were applied, where time was the age-at-death, and the factor or covariate was presence or absence of cribra orbitalia. RESULTS Of 37 samples that produced significant results, 21 demonstrated a change in relationship when the subadults were excluded from analysis. When subadults were included, individuals with cribra orbitalia present had statistically significant lower survival time. With subadults excluded, the relationship either became nonsignificant or was reversed. DISCUSSION We demonstrate that in many cases the inclusion of subadults in analysis impacts upon the apparent mortality associated with cribra orbitalia. Examining cribra orbitalia in children and adults has two separate goals: in children, to determine the prevalence and risk of death associated with active lesions and stress; and in adults, to determine whether childhood health assaults that cause cribra orbitalia are associated with frailty or resilience.
Collapse
Affiliation(s)
- Clare McFadden
- School of Archaeology and Anthropology, Australian National University, Acton, Australian Capital Territory, Australia
| | - Marc F Oxenham
- School of Archaeology and Anthropology, Australian National University, Acton, Australian Capital Territory, Australia.,Department of Archaeology, School of Geosciences, University of Aberdeen, Scotland, UK
| |
Collapse
|
20
|
Li H, Xiao J, Liao M, Huang G, Zheng J, Wang H, Huang Q, Wang A. Anemia prevalence, severity and associated factors among children aged 6-71 months in rural Hunan Province, China: a community-based cross-sectional study. BMC Public Health 2020; 20:989. [PMID: 32576157 PMCID: PMC7310416 DOI: 10.1186/s12889-020-09129-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Accepted: 06/16/2020] [Indexed: 11/28/2022] Open
Abstract
Background In recent 10 years, with the rapid socioeconomic development and the extensive implementation of children nutrition improvement projects, the previous epidemiological data cannot reflect the actual level of anemia among children in China, especially in rural areas. Therefore, this study analyzed the prevalence, severity and associated factors of anemia among children aged 6–71 months in rural Hunan Province. Methods A community-based cross-sectional study was conducted. Through multistage stratified cluster sampling, 5229 children aged 6 to 71 months and their caregivers were randomly selected from 72 villages across 24 towns in 12 counties from rural Hunan. The demographic characteristics of children and their caregivers, feeding practice, nutritional status of children, caregivers’ anemia-related feeding knowledge, and gestational conditions of mothers were acquired by using a unified questionnaire. Peripheral blood from the left-hand middle fingertip was sampled from each child, and hemoglobin concentration was measured using a HemoCue301 portable hemoglobin analyzer (Sweden). Associated factors analyses involving overall anemia and anemia severities were conducted on multivariate logistic regression models. Results The overall anemia prevalence was 8.8%, and the prevalence of mild, moderate and severe anemia was 6.3, 2.5 and 0.1%, respectively. Children age groups of 6–11 months, 12–23 months and 36–47 months, exclusive breast-feeding within 6 months after birth, and maternal moderate/severe anemia were significantly associated with an increased risk of overall anemia in children. Children age groups of 6–11 months and 12–23 months were significantly associated with an increased risk of mild anemia in children. Children age groups of 6–11 months, 12–23 months and 36–47 months, low caregivers’ anemia-related feeding knowledge level, and maternal moderate/severe anemia were significantly associated with an increased risk of moderate/severe anemia in children. Children who underwent regular physical examination were less likely to have moderate/severe anemia. The common protective factor for overall, mild and moderate/severe anemia in children was high family income. Conclusions The anemia status of preschool children in rural Hunan Province was a mild public health problem and associated with children age group, feeding practice, regular physical examination, family income, caregivers’ anemia-related feeding knowledge level, and maternal moderate/severe anemia.
Collapse
Affiliation(s)
- Huixia Li
- Department of Child Health Care, Hunan Provincial Maternal and Child Health Care Hospital, No.53, Xiangchun Road, Kaifu District, Changsha, 410008, Hunan Province, China.,NHC Key Laboratory of Birth Defect for Research and Prevention, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, Hunan Province, China
| | - Juan Xiao
- Department of Child Health Care, Hunan Provincial Maternal and Child Health Care Hospital, No.53, Xiangchun Road, Kaifu District, Changsha, 410008, Hunan Province, China
| | - Minghui Liao
- Department of Child Health Care, Hunan Provincial Maternal and Child Health Care Hospital, No.53, Xiangchun Road, Kaifu District, Changsha, 410008, Hunan Province, China
| | - Guangwen Huang
- Department of Child Health Care, Hunan Provincial Maternal and Child Health Care Hospital, No.53, Xiangchun Road, Kaifu District, Changsha, 410008, Hunan Province, China.
| | - Jianfei Zheng
- Department of Emergency Medicine, Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Hua Wang
- NHC Key Laboratory of Birth Defect for Research and Prevention, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, Hunan Province, China. .,Department of Maternal Health Care, Hunan Provincial Maternal and Child Health Care Hospital, No.53, Xiangchun Road, Kaifu District, Changsha, 410008, Hunan Province, China.
| | - Qun Huang
- Department of Child Health Care, Hunan Provincial Maternal and Child Health Care Hospital, No.53, Xiangchun Road, Kaifu District, Changsha, 410008, Hunan Province, China
| | - Aihua Wang
- Department of Information Management, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, Hunan Province, China
| |
Collapse
|
21
|
Prevalence of Anemia and its Associated Factors among Chinese 9-, 12-, and 14-Year-Old Children: Results from 2014 Chinese National Survey on Students Constitution and Health. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17051474. [PMID: 32106498 PMCID: PMC7084637 DOI: 10.3390/ijerph17051474] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 02/15/2020] [Accepted: 02/15/2020] [Indexed: 11/16/2022]
Abstract
Background: Anemia has been one of the main nutritional challenges around the world. Not enough attention has been paid to this issue in children and adolescents in China. In this study, we aimed to estimate the prevalence of anemia among 9-, 12-, and 14-year old Chinese children and investigate the associated factors of anemia. Methods: Data come from a cross-sectional survey conducted in 26 provinces and 4 municipalities in mainland China. A total of 48,537 children aged 9, 12, and 14 years old were included in data analyses. Anthropometric measurements were conducted to obtain information about height and weight. Capillary blood was collected from the fingertip, and hemoglobin concentration was tested by HemoCue201+. Information about sleep duration, daily consumption of eggs, milk, and breakfast were obtained from a self-administrated questionnaire. The mixed-effects logistic regression model was applied to estimate the association between selected variables and risk of anemia. Results: A total of 8.4% of participants were identified as being anemic; and the prevalence was higher in girls and rural children. Mixed-effects logistic regression analysis showed that children who were overweight, obese, and consumed eggs and milk every day had a lower risk of anemia. Spermarche, overweight/obesity, and having milk every day were associated with lower risk of anemia in boys, while menarche was found to be a risk factor and eating eggs every day to be a protective factor of anemia in girls. Conclusions: Anemia among 9-, 12-, and 14-year-old children is still high. Intervention programs of adding egg and milk into school daily diet might contribute to reducing anemia in Chinese school aged children, especially for those living in rural areas or girls with menarche.
Collapse
|
22
|
Belachew A, Tewabe T. Under-five anemia and its associated factors with dietary diversity, food security, stunted, and deworming in Ethiopia: systematic review and meta-analysis. Syst Rev 2020; 9:31. [PMID: 32051034 PMCID: PMC7017616 DOI: 10.1186/s13643-020-01289-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 02/03/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Anemia is the most common hematologic disorder of children in the globe. There are fragmented and inconclusive study findings on under-five anemia in Ethiopia. Understanding the distribution of anemia is an important step for program planners and policymakers. Therefore, this systematic review was aimed to assess the pooled prevalence of anemia and associated factors with dietary diversity, food security, stunted, and deworming in Ethiopia. METHODS We searched through African journals of online, Google Scholar, CINHAL, PubMed, Web of Science, Cochrane library, and Scopus. Reviewers used standardized format to extract the data. The data was exported to Stata version 11 software for analysis after extracted by Microsoft excel. The DerSimonian-Laird random-effect model was used to assess the pooled prevalence of under-five anemia. Variation between studies (heterogeneity) was assessed by I2 statistic test. Publication bias was assessed by the Egger test. RESULT From 561 studies, 16 articles were included in this review. The pooled prevalence of under-five anemia in Ethiopia was 44.83%. In subgroup analysis, the higher pooled prevalence of anemia was observed from children's age less than 2 years old (50.36%) (95% CI 39.53, 61.18). Poor dietary diversity OR = 1.71 (1.10, 2.68), stunting OR = 2.59 (2.04, 3.28), food insecurity OR = 2.87 (1.25, 6.61), and not dewormed OR = 2.34 (1.77, 3.09) were predictors of under-five anemia. CONCLUSION The magnitude of under-five anemia in this study was extremely high. Therefore, increased coverage of supplementation and fortification programs, periodic deworming, feeding diversified food, supplement food for those who are stunted, and securing food in the households may all alleviate under-five anemia.
Collapse
Affiliation(s)
- Amare Belachew
- College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Tilahun Tewabe
- College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| |
Collapse
|