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Qasrawi R, Sgahir S, Nemer M, Halaikah M, Badrasawi M, Amro M, Vicuna Polo S, Abu Al-Halawa D, Mujahed D, Nasreddine L, Elmadfa I, Atari S, Al-Jawaldeh A. Machine Learning Approach for Predicting the Impact of Food Insecurity on Nutrient Consumption and Malnutrition in Children Aged 6 Months to 5 Years. CHILDREN (BASEL, SWITZERLAND) 2024; 11:810. [PMID: 39062259 PMCID: PMC11274836 DOI: 10.3390/children11070810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 06/10/2024] [Accepted: 06/21/2024] [Indexed: 07/28/2024]
Abstract
BACKGROUND Food insecurity significantly impacts children's health, affecting their development across cognitive, physical, and socio-emotional dimensions. This study explores the impact of food insecurity among children aged 6 months to 5 years, focusing on nutrient intake and its relationship with various forms of malnutrition. METHODS Utilizing machine learning algorithms, this study analyzed data from 819 children in the West Bank to investigate sociodemographic and health factors associated with food insecurity and its effects on nutritional status. The average age of the children was 33 months, with 52% boys and 48% girls. RESULTS The analysis revealed that 18.1% of children faced food insecurity, with household education, family income, locality, district, and age emerging as significant determinants. Children from food-insecure environments exhibited lower average weight, height, and mid-upper arm circumference compared to their food-secure counterparts, indicating a direct correlation between food insecurity and reduced nutritional and growth metrics. Moreover, the machine learning models observed vitamin B1 as a key indicator of all forms of malnutrition, alongside vitamin K1, vitamin A, and zinc. Specific nutrients like choline in the "underweight" category and carbohydrates in the "wasting" category were identified as unique nutritional priorities. CONCLUSION This study provides insights into the differential risks for growth issues among children, offering valuable information for targeted interventions and policymaking.
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Affiliation(s)
- Radwan Qasrawi
- Department of Computer Sciences, Al Quds University, Jerusalem P.O. Box 20002, Palestine
- Department of Computer Engineering, Istinye University, 34010 Istanbul, Turkey
| | - Sabri Sgahir
- Department of Nutrition and Food Technology, College of Agriculture, Hebron University, Hebron P.O. Box 40, Palestine
| | - Maysaa Nemer
- Institute of Community and Public Health, Birzeit University, Ramallah P.O. Box 14, Palestine
| | - Mousa Halaikah
- Nutrition Department, Ministry of Health, Ramallah P.O. Box 4284, Palestine
| | - Manal Badrasawi
- Nutrition and Food Technology Department, Faculty of Agriculture and Veterinary Medicine, An-Najah National University, Nablus P.O. Box 7, Palestine
| | - Malak Amro
- Department of Computer Sciences, Al Quds University, Jerusalem P.O. Box 20002, Palestine
| | - Stephanny Vicuna Polo
- Department of Computer Sciences, Al Quds University, Jerusalem P.O. Box 20002, Palestine
| | - Diala Abu Al-Halawa
- Faculty of Medicine, Al-Quds University, Jerusalem P.O. Box 20002, Palestine
| | - Doa’a Mujahed
- Institute of Community and Public Health, Birzeit University, Ramallah P.O. Box 14, Palestine
| | - Lara Nasreddine
- Nutrition and Food Sciences Department, Faculty of Agriculture and Food Sciences, American University of Beirut, Beirut 1107 2020, Lebanon
| | - Ibrahim Elmadfa
- Department of Nutrition, Faculty of Life Sciences, University of Vienna, 1090 Vienna, Austria
| | - Siham Atari
- Department of Computer Sciences, Al Quds University, Jerusalem P.O. Box 20002, Palestine
| | - Ayoub Al-Jawaldeh
- Regional Office for the Eastern Mediterranean, World Health Organization, Cairo 7608, Egypt
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Agho KE, Chitekwe S, Rijal S, Paudyal N, Sahani SK, Akombi-Inyang BJ. Association between Child Nutritional Anthropometric Indices and Iron Deficiencies among Children Aged 6-59 Months in Nepal. Nutrients 2024; 16:698. [PMID: 38474829 DOI: 10.3390/nu16050698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 02/26/2024] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
Developmental impairment remains an important public health problem among children in many developing countries, including Nepal. Iron deficiency in children may affect development and lead to anaemia. This study on 1702 children aged 6-59 months aimed to assess the association between nutritional anthropometric indices and iron deficiencies. Data for this study were extracted from the 2016 Nepal National Micronutrient Status Survey. Three nutritional anthropometric indices (stunting, wasting and underweight) and their association with anaemia and iron deficiencies (ferritin and sTfR biomarkers) were assessed by conducting multivariate statistical analyses. The prevalence of stunting, wasting and underweight among children aged 6-59 months was 35.6%, 11.7% and 29.0%, respectively. Most of the children were not stunted (64.4%), not wasted (71.0%) and not underweight (88.3%). Belonging to castes other than the Janajati, Dalit and Brahmin castes increased the odds of anaemia and iron deficiency (ferritin biomarker). Children in the age group 6-23 months were significantly at higher odds of having anaemia and iron deficiency (ferritin and sTfR biomarkers). Stunting significantly increased the odds of anaemia [adjusted odds ratio (OR): 1.55; 95% confidence interval (CI): (1.11, 2.17)], iron deficiency (ferritin biomarker [OR: 1.56; 95% CI: (1.16, 2.08)] and sTfR biomarker [OR: 1.60; 95% CI: (1.18, 2.15)]). Further, underweight significantly increased the odds of anaemia [OR: 1.69; 95% CI: (1.12, 2.54)] and iron deficiency (sTfR biomarker [OR: 1.48; 95% CI: (1.14, 1.93)]). Interventions to minimise the occurrence of anaemia and iron deficiencies among children in Nepal should focus on providing appropriate healthcare services that would reduce the burden of stunting and underweight.
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Affiliation(s)
- Kingsley Emwinyore Agho
- School of Health Sciences, Western Sydney University, Campbelltown, NSW 2560, Australia
- Faculty of Health Sciences, University of Johannesburg, Johannesburg 2094, South Africa
| | - Stanley Chitekwe
- Nutrition Section, United Nations Children's Fund (UNICEF) Ethiopia, Addis Ababa 1169, Ethiopia
| | - Sanjay Rijal
- United Nations Children's Fund (UNICEF), Nepal Country Office P.O. Box 1187, United Nations (UN) House, Pulchowk, Kathmandu P.O. Box 107, Nepal
| | - Naveen Paudyal
- United Nations Children's Fund (UNICEF), Nepal Country Office P.O. Box 1187, United Nations (UN) House, Pulchowk, Kathmandu P.O. Box 107, Nepal
| | - Sanjeev Kumar Sahani
- United Nations Children's Fund (UNICEF), Nepal Country Office P.O. Box 1187, United Nations (UN) House, Pulchowk, Kathmandu P.O. Box 107, Nepal
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Mhamad HJ, Najmadden ZB, Hama Salih KH, Hama DA, Abdullah HO, Hasan KM, Kareem HO, Mohammed BA, Fattah FH, Abdalla BA, Kakamad FH, Mohammed SH. Prevalence and predictive factors associated with stunting in preschool children in a governorate of Iraq: a community-based cross-sectional study. Front Nutr 2024; 11:1322625. [PMID: 38419853 PMCID: PMC10899407 DOI: 10.3389/fnut.2024.1322625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 01/29/2024] [Indexed: 03/02/2024] Open
Abstract
Introduction The prevalence and risk factors of stunting in various geographical regions have been well investigated. However, not enough data exists regarding the communities in Iraq. This study investigated the prevalence and risk factors of stunting in preschool children in Halabja governorate. Methods The required data for the study was collected through a structured questionnaire form from the children's parents. Then, the height and weight of the children were measured. According to the World Health Organization Child Growth Standards and using the WHO Anthro Survey Analyser software, children were classified as "stunted" when their height-for-age z-score was below two standard deviations. Results A total of 646 children were included, of which 310 (48%) were male and 336 (52%) were female. The gestational age of 556 (86%) children was 9 months, while 84 (13%) were born between 7-9 months, and 6 (1%) were born in 7 months. Regarding feeding during the first 2 years of life, 229 children (35.4%) were exclusively breastfed, 93 (14.4%) were bottle-fed, and 324 (50.2%) had mixed feeding. The prevalence of stunting was 7.9% in the sample pool, with 4.6% of females and 3.3% of males. Among stunted children, 6.35% were term babies, and 1.55% were preterm babies. None of the studied factors had a significant association with stunting. Conclusion The prevalence of stunting in the studied population was 7.9%. However, we could not find any significant association between the studied factors and stunting. Thus, the factors that may significantly affect stunting in our area of study, especially the historical chemical warfare side effects, need to be more extensively investigated in future studies.
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Affiliation(s)
- Huda J Mhamad
- Food Science and Quality Control, Technical College of Applied Science, Sulaimani Polytechnic University, Sulaimani, Iraq
| | | | - Kaihan H Hama Salih
- Food Science and Quality Control, Technical College of Applied Science, Sulaimani Polytechnic University, Sulaimani, Iraq
| | - Dlkhwaz A Hama
- Food Science and Quality Control, Technical College of Applied Science, Sulaimani Polytechnic University, Sulaimani, Iraq
| | - Hiwa O Abdullah
- Smart Health Tower, Sulaimani, Iraq
- Kscien Organization for Scientific Research, Sulaimani, Iraq
| | | | | | | | - Fattah H Fattah
- Smart Health Tower, Sulaimani, Iraq
- College of Medicine, University of Sulaimani, Sulaimani, Iraq
| | - Berun A Abdalla
- Smart Health Tower, Sulaimani, Iraq
- Kscien Organization for Scientific Research, Sulaimani, Iraq
| | - Fahmi H Kakamad
- Smart Health Tower, Sulaimani, Iraq
- Kscien Organization for Scientific Research, Sulaimani, Iraq
- College of Medicine, University of Sulaimani, Sulaimani, Iraq
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Astuti Y, Paek SC, Meemon N, Marohabutr T. Analysis of traditional feeding practices and stunting among children aged 6 to 59 months in Karanganyar District, Central Java Province, Indonesia. BMC Pediatr 2024; 24:29. [PMID: 38191345 PMCID: PMC10775591 DOI: 10.1186/s12887-023-04486-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 12/14/2023] [Indexed: 01/10/2024] Open
Abstract
BACKGROUND Traditional feeding practices are widespread in Indonesia. Therefore, using traditional feeding practices commonly used among mothers, this study examined the association between these practices and stunting along with other relevant factors (i.e., sociodemographic factors, feeding practices, vaccination status, and place of residence). METHODS This cross-sectional study was conducted in Karanganyar District, Central Java Province. Data from a total of 706 children aged 6 to 59 months (352 children with stunting and 354 children without stunting) were obtained from the medical records of 10 primary health care units (PHCUs) in 9 subdistricts. Descriptive analysis and binary logistic regression (BLR) were performed to explore the association between the dependent (stunting) and independent variables. RESULTS The BLR results from children 6 to 59 months indicated that children of mothers with food restrictions during pregnancy (AOR = 5.87, 95% CI: 3.03, 11.38), children with prelacteal feeding (AOR = 4.27, 95% CI: 2.16, 8.41) and children with food restrictions (AOR = 7.74, 95% CI: 1.22, 49.16) were more likely to experience stunting. Those from children 6 to 23 months revealed that food restrictions during pregnancy (AOR = 17.55, 95% CI: 2.86, 107.80) and prelacteal feeding (AOR = 10.58, 95% CI: 2.06, 54.41) were related to stunting. The reasons for traditional feeding practices were related to cultural beliefs. For example, mothers believed that red meat could cause high blood pressure; thus, the consumption of red meat could trigger miscarriage or bleeding during delivery. In addition, this study showed that low sociodemographic status, inappropriate feeding practices, incomplete vaccination, and residence in rural areas were related to stunting. CONCLUSIONS The findings reflect the importance of education for mothers to correct misconceptions of traditional feeding practices. The government should strengthen counseling services in PHCUs to improve mothers' knowledge of and attitudes toward appropriate feeding practices. Additionally, public relations practices through the mass media should continue for family members, especially senior members, as they influence mothers' autonomy in decision-making regarding feeding practices in Indonesia.
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Affiliation(s)
- Yuly Astuti
- Department of Society and Health, Faculty of Social Sciences and Humanities, Mahidol University, 999 Phutthamonthon 4 Road Salaya, Nakhon Pathom, 73170, Thailand
| | - Seung Chun Paek
- Department of Society and Health, Faculty of Social Sciences and Humanities, Mahidol University, 999 Phutthamonthon 4 Road Salaya, Nakhon Pathom, 73170, Thailand.
| | - Natthani Meemon
- Department of Society and Health, Faculty of Social Sciences and Humanities, Mahidol University, 999 Phutthamonthon 4 Road Salaya, Nakhon Pathom, 73170, Thailand
| | - Thammarat Marohabutr
- Department of Society and Health, Faculty of Social Sciences and Humanities, Mahidol University, 999 Phutthamonthon 4 Road Salaya, Nakhon Pathom, 73170, Thailand
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Kalinda C, Qambayot MA, Ishimwe SMC, Regnier D, Bazimya D, Uwizeyimana T, Desie S, Rudert C, Gebremariam A, Brennan E, Karumba S, Wong R, Bekele A. Leveraging multisectoral approach to understand the determinants of childhood stunting in Rwanda: a systematic review and meta-analysis. Syst Rev 2024; 13:16. [PMID: 38183064 PMCID: PMC10768136 DOI: 10.1186/s13643-023-02438-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 12/14/2023] [Indexed: 01/07/2024] Open
Abstract
BACKGROUND Addressing childhood stunting is a priority and an important step in the attainment of Global Nutrition Targets for 2025 and Sustainable Development Goals (SDGs). In Rwanda, the prevalence of child stunting remains high despite concerted efforts to reduce it. METHODS Utilizing the United Nations International Children's Emergency Fund (UNICEF) framework on maternal and child nutrition, this study systematically evaluated the determinants of child stunting in Rwanda and identified available gaps. Twenty-five peer-reviewed papers and five Demographic and Health Surveys (DHS) reports were included in the final selection of our review, which allowed us to identify determinants such as governance and norms including wealth index, marital status, and maternal education, while underlying determinants were maternal health and nutrition factors, early initiation of breastfeeding, water treatment and sanitation, and immediate factors included infections. RESULTS A total of 75% of the overall inequality in stunting was due to the difference in the social determinants of stunting between poor and nonpoor households. Maternal education (17%) and intergenerational transfer (31%) accounted for most of the inequalities in stunting, and an increase in gross domestic product per capita contributed to a reduction in its prevalence. There is a paucity of information on the impact of sociocultural norms, early life exposures, maternal health and nutrition, and Rwandan topography. CONCLUSION The findings of this study suggest that improving women's status, particularly maternal education and health; access to improved water, sanitation, and hygiene-related factors; and the socioeconomic status of communities, especially those in rural areas, will lay a sound foundation for reducing stunting among under-5 children.
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Affiliation(s)
- Chester Kalinda
- Bill and Joyce Cummings Institute of Global Health, University of Global Health Equity, Kigali Heights, Plot 772 KG 7 Ave, PO Box 6955, Kigali, Rwanda.
| | - Maria Albin Qambayot
- Centre for One Health, University of Global Health Equity, Kigali Heights, Plot 772 KG 7 Ave, PO Box 6955, Kigali, Rwanda
| | - Sage Marie C Ishimwe
- Institute of Global Health Equity Research (IGHER), University of Global Health Equity, Kigali Heights, Plot 772 KG 7 Ave, PO Box 6955, Kigali, Rwanda
| | - Denis Regnier
- School of Medicine, University of Global Health Equity, Kigali Heights, Plot 772 KG 7 Ave, PO Box 6955, Kigali, Rwanda
| | - Darius Bazimya
- Bill and Joyce Cummings Institute of Global Health, University of Global Health Equity, Kigali Heights, Plot 772 KG 7 Ave, PO Box 6955, Kigali, Rwanda
| | - Theogene Uwizeyimana
- Bill and Joyce Cummings Institute of Global Health, University of Global Health Equity, Kigali Heights, Plot 772 KG 7 Ave, PO Box 6955, Kigali, Rwanda
| | - Samson Desie
- UNICEF Kigali Office, P.O. Box 381, Kigali, Rwanda
| | | | - Alemayehu Gebremariam
- Health Office, US Agency For International Development (USAID), Rwanda Office, KG 7 Avenue, Kigali, Rwanda
| | - Elizabeth Brennan
- Catholic Relief Services, Rwanda Country Program, Chadel Building, P.O. Box 65, Kigali, Rwanda
| | - Silver Karumba
- Catholic Relief Services, Rwanda Country Program, Chadel Building, P.O. Box 65, Kigali, Rwanda
| | - Rex Wong
- Bill and Joyce Cummings Institute of Global Health, University of Global Health Equity, Kigali Heights, Plot 772 KG 7 Ave, PO Box 6955, Kigali, Rwanda
| | - Abebe Bekele
- School of Medicine, University of Global Health Equity, Kigali Heights, Plot 772 KG 7 Ave, PO Box 6955, Kigali, Rwanda
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Rosen F, Settel L, Irvine F, Koselka EPD, Miller JD, Young SL. Associations between food insecurity and child and parental physical, nutritional, psychosocial and economic well-being globally during the first 1000 days: A scoping review. MATERNAL & CHILD NUTRITION 2024; 20:e13574. [PMID: 37828823 PMCID: PMC10750018 DOI: 10.1111/mcn.13574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/05/2023] [Accepted: 09/19/2023] [Indexed: 10/14/2023]
Abstract
Food insecurity affects billions of individuals annually and contributes to myriad poor health outcomes. Experiences of food insecurity may be particularly harmful during the first 1000 days, but literature on the topic has not been synthesized. We therefore aimed to characterize all available studies examining associations between food insecurity and nutritional, psychosocial, physical and economic well-being among parents and children during this period. We implemented a standardized search strategy across 11 databases. Four researchers screened 10,257 articles, 120 of which met the inclusion criteria. Most studies were conducted in Sub-Saharan Africa (43.3%), followed by North America (20.8%). Studies were primarily quantitative (95.8%), cross-sectional (70.0%) and focused on women (pregnant or post-partum, 48.3%) or women and children (15.8%). Physical health outcomes were the most investigated (n = 87 studies), followed by nutritional (n = 69), psychosocial (n = 35) and economic well-being (n = 2). The most studied associations were between food insecurity and stunting (n = 15), maternal depression (n = 12), child dietary diversity (n = 7) and maternal body mass index (n = 6). The strength of evidence for the observed associations varied across populations as well as within and between examined outcomes. We recommend that future studies recruit more diverse study populations, consider temporality of relationships, use instruments that facilitate cross-site comparisons, measure individual-level food insecurity and outcomes most likely to be impacted by food insecurity, evaluate contextual factors that may modify the effects of food insecurity and employ analytic techniques that permit assessment of causal pathways.
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Affiliation(s)
- Francesca Rosen
- Department of Global Health StudiesNorthwestern UniversityEvanstonIllinoisUSA
| | - Lily Settel
- Department of Global Health StudiesNorthwestern UniversityEvanstonIllinoisUSA
- Department of AnthropologyNorthwestern UniversityEvanstonIllinoisUSA
| | - Faith Irvine
- Department of Global Health StudiesNorthwestern UniversityEvanstonIllinoisUSA
| | | | - Joshua D. Miller
- Department of AnthropologyNorthwestern UniversityEvanstonIllinoisUSA
- Department of NutritionUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Sera L. Young
- Department of AnthropologyNorthwestern UniversityEvanstonIllinoisUSA
- Institute for Policy ResearchNorthwestern UniversityEvanstonIllinoisUSA
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Aulia RN, Indriyanti R, Setiawan AS. The bi-directional relationship between growth stunting and early childhood caries: a rapid review. Front Public Health 2023; 11:1234893. [PMID: 38146474 PMCID: PMC10749356 DOI: 10.3389/fpubh.2023.1234893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 11/28/2023] [Indexed: 12/27/2023] Open
Abstract
Objective This review aims to determine the two-way relationship between stunting and ECC in developing countries worldwide. Methods The procedure in this study was carried out using the Preferred Reporting Items for Systematic Reviews and Meta-Analysis-Rapid Review protocol. Article searches were carried out using databases Cochrane and PubMed. In addition, searches were also carried out using backward and forward snowballing techniques to identify articles that were not detected through database searches. Results Nine observational epidemiological articles were found in children aged six months to six years, published in 2015-2020. Five articles discussed the features of ECC in stunted children, and the other five discussed stunting in children with caries in their primary teeth. Conclusion Several studies found associations between severe ECC and stunting, with ECC and stunting as both independent and dependent variables, suggesting a bi-directional relationship, also supported by literature on the physiological relationship between oral health and nutrition.
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Affiliation(s)
- Refine Nissa Aulia
- Dental Education Program, Faculty of Dentistry, Universitas Padjadjaran, Bandung, Indonesia
| | - Ratna Indriyanti
- Department of Pediatric Dentistry, Faculty of Dentistry, Universitas Padjadjaran, Bandung, Indonesia
| | - Arlette Suzy Setiawan
- Department of Pediatric Dentistry, Faculty of Dentistry, Universitas Padjadjaran, Bandung, Indonesia
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Lye CW, Sivasampu S, Mahmudiono T, Majid HA. A systematic review of the relationship between household food insecurity and childhood undernutrition. J Public Health (Oxf) 2023; 45:e677-e691. [PMID: 37291061 DOI: 10.1093/pubmed/fdad070] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 03/21/2023] [Indexed: 06/10/2023] Open
Abstract
BACKGROUND This systematic review aims to investigate the association between household food insecurity (HFIS) and undernutrition in children under 5 years old, thereby informing policymakers on the vital factors needed to be considered in tailoring an effective strategy to tackle childhood undernutrition and ultimately HFIS. METHODS We performed a systematic review that examined household food insecurity among the undernourished under-five children. PubMed, Cochrane, EBSCO Host, Web of Science and Cumulative Index to Nursing and Allied Health Literature were searched from 1 January 2012 to 1 April 2022, for relevant articles. Outcome measures were stunting, underweight or wasting. Of the 2779 abstracts screened, 36 studies that fulfilled the inclusion and exclusion criteria were included. A range of tools had been used to measure HFIS, the most common being Household Food Insecurity Access Scale. HFIS has been found to be significantly associated with undernutrition, particularly stunting and underweight. This is observed proportionately across all national income levels. CONCLUSIONS Sustainable and inclusive economic growth, which aims to reduce income, education and gender inequality, should be a key policy goal in the minimizing food insecurity and childhood undernutrition. Multisectoral interventions are needed to address these issues.
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Affiliation(s)
- Chuan Way Lye
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur 50603, Malaysia
| | - Sheamini Sivasampu
- Centre for Clinical Outcome Research, Institute for Clinical Research, National Institutes of Health, Ministry of Health, Shah Alam 40170, Malaysia
| | - Trias Mahmudiono
- Department of Nutrition, Faculty of Public Health, Universitas Airlangga, Surabaya 60115, Indonesia
| | - Hazreen Abdul Majid
- The Centre for Population Health (CePH), Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur 50603, Malaysia
- School of Chiropractor, AECC University College, Parkwood Campus, Dorset BH5 2DF, UK
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Sahiledengle B, Mwanri L, Blumenberg C, Agho KE. Gender-specific disaggregated analysis of childhood undernutrition in Ethiopia: evidence from 2000-2016 nationwide survey. BMC Public Health 2023; 23:2040. [PMID: 37853384 PMCID: PMC10585928 DOI: 10.1186/s12889-023-16907-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 10/05/2023] [Indexed: 10/20/2023] Open
Abstract
INTRODUCTION Childhood undernutrition has been investigated extensively in previous literature but gender inequality detailing the burden of undernutrition has not been adequately addressed in scientific papers, especially in Ethiopia, where undernutrition is known to be a public health problem of high significance, necessitating increased efforts to address it and reduce this inequality. This study was carried out to: (1) explore gender differences in the prevalence of stunting, wasting, and underweight, and (2) compare the factors associated with childhood undernutrition between boys and girls in Ethiopia. METHODS The study used a dataset of more than 33,564 children aged under 5 years (boys: 17,078 and girls: 16,486) who were included in the nationally representative Ethiopia Demographic and Health Survey (EDHS) from 2000 to 2016. The outcome variables were anthropometric indices: stunting (height-for-age < -2 standard deviations), wasting (weight-for-height < -2 standard deviations), and underweight (weight-for-age < -2 standard deviations). Gender-specific multilevel analyses were used to examine and compare the factors associated with child undernutrition. RESULTS The overall prevalence of stunting (49.1% for boys vs 45.3% for girls, p < 0.001), wasting (11.9% for boys vs 9.9% for girls, p < 0.001), and underweight (33.1% for boys vs 29.8% for girls, p < 0.001) higher among boys compared to girls. Boys significantly had higher odds of stunting (aOR: 1.31, 95%CI: 1.21-1.42), wasting (aOR: 1.35, 1.23-1.48), and underweight (aOR: 1.38, 95%CI: 1.26-1.50) than girls. The common factors associated with childhood undernutrition for male and female children were the child's age, perceived size of the child at birth, breastfeeding status, maternal stature, maternal education, toilet facility, wealth index, and place of residence. Boys who were perceived by their mothers to be average sized at birth and were born to uneducated mothers had a higher likelihood of experiencing wasting, in contrast to girls. Among boys, birth order (firstborn), household size (1-4), and place of residence (urban) were associated with lower odds of being underweight. Boys living in cities had lower odds of being stunted. While girls born to mothers with no education and worked in agriculture were at a higher odd of being stunted. CONCLUSION Our study revealed that boys were more likely to be malnourished than girls, regardless of their age category, and there were variations in the factors determining undernutrition among boys and girls. The differences in the burden of undernutrition were significant and alarming, positioning Ethiopia to be questioned whether it will meet the set Sustainable Development Goals (SDGs), including SDG 2 of zero hunger by 2030. These findings call for more effort to address malnutrition as a significant public health issue in Ethiopia, and to urgently recognise the need for enhanced interventions that address the gender gap in childhood undernutrition.
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Affiliation(s)
- Biniyam Sahiledengle
- Department of Public Health, Madda Walabu University Goba Referral Hospital, Bale-Goba, Ethiopia.
| | - Lillian Mwanri
- Research Centre for Public Health, Equity and Human Flourishing (PHEHF), Torrens University Australia, Adelaide Campus, SA, 5000, Australia
| | - Cauane Blumenberg
- International Center for Equity in Health, Federal University of Pelotas, Pelotas, Brazil
- Post-Graduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
- Causale Consultoria, Pelotas, Brazil
| | - 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
- Faculty of Health Sciences, University of Johannesburg, Johannesburg, South Africa
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Pradhan MR, Shete MR. Determinants of nutritional status among under-five children receiving Integrated Child Development Services (ICDS) in India. Nutr Health 2023; 29:575-590. [PMID: 35238244 DOI: 10.1177/02601060221085809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Undernutrition is a significant public health problem and the leading risk factor for India's disease burden. Aim: To understand the determinants of nutritional status among under-five children receiving Integrated Child Development Services (ICDS) in India. Methods: The study used the National Family Health Survey-4 (2015-16) data. The analysis was carried out for under-five children who have availed of any ICDS services in the 12 months preceding the survey (n = 1,27,813). Stunting, wasting, and underweight were estimated following the World Health Organization guideline and used as the outcome variables. The binary logistic regression was conducted to examine the association of ICDS utilization and socioeconomic-demographic predictors with under-five children's nutritional status. STATA (V 13) was used for statistical analyses. Results: A sizable proportion of under-five children receiving any ICDS services suffer from undernutrition. The undernutrition prevalence varied considerably by socioeconomic and demographic characteristics. Logistic regression found an insignificant association of ICDS utilization with the nutritional status of under-five children. Children not immunized in ICDS centers were less likely to be stunted (OR: 0.93; P < 0.01), wasted (OR: 0.93; P < 0.01), and underweight (OR: 0.90; P < 0.01) than their counterparts. The child's age and gender, maternal education and nutrition status, wealth index, social group, region, residence, and region were significant determinants of undernutrition among ICDS beneficiaries. Conclusion: The study suggests the need to ensure all available services to children enrolled in the Anganwadi Center (AWC). The program should also emphasize feeding practices and educate parents about improving child health and nutrition.
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Affiliation(s)
- Manas Ranjan Pradhan
- Assistant Professor, Department of Fertility and Social Demography, International Institute for Population Sciences (IIPS), Govandi Station Road, Deonar, Mumbai, 400088, Maharashtra, India
| | - Mahesh Rajendra Shete
- Data Analyst, Max Institute of Healthcare Management, Indian School of Business, Mohali, India
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Soofi SB, Khan A, Kureishy S, Hussain I, Habib MA, Umer M, Ariff S, Sajid M, Rizvi A, Ahmed I, Iqbal J, Ahmed KM, Achakzai ABK, Bhutta ZA. Determinants of Stunting among Children under Five in Pakistan. Nutrients 2023; 15:3480. [PMID: 37571417 PMCID: PMC10421501 DOI: 10.3390/nu15153480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 07/31/2023] [Accepted: 08/02/2023] [Indexed: 08/13/2023] Open
Abstract
INTRODUCTION Child stunting remains a public health concern. It is characterized as poor cognitive and physical development in children due to inadequate nutrition during the first 1000 days of life. Across south Asia, Pakistan has the second-highest prevalence of stunting. This study assessed the most recent nationally representative data, the National Nutrition Survey (NNS) 2018, to identify the stunting prevalence and determinants among Pakistani children under five. METHODS The NNS 2018, a cross-sectional household-level survey, was used to conduct a secondary analysis. Data on malnutrition, dietary practices, and food insecurity were used to identify the prevalence of stunting among children under five years in terms of demographic, socioeconomic, and geographic characteristics. The prevalence of stunting was calculated using the World Health Organization (WHO) height for age z-score references. Univariate and multivariable logistic regressions were conducted to identify the factors associated with child stunting. RESULTS The analysis showed that out of 52,602 children under five, 40.0% were found to be stunted. Male children living in rural areas were more susceptible to stunting. Furthermore, stunting was more prevalent among children whose mothers had no education, were between 20 and 34, and were employed. In the multivariable logistic regression, male children (AOR = 1.08, 95% CI [1.04-1.14], p < 0.001) from rural areas (AOR = 1.07, 95% CI [1.01-1.14], p = 0.014), with the presence of diarrhea in the last two weeks (AOR = 1.15, 95% CI [1.06-1.25], p < 0.001) and mothers who had no education (AOR = 1.57, 95% CI [1.42-1.73], p < 0.001) or lower levels of education (primary: AOR = 1.35, 95% CI [1.21-1.51], p < 0.001; middle: AOR = 1.29, 95% CI [1.15-1.45], p < 0.001), had higher odds of stunting. Younger children aged < 6 months (AOR = 0.53, 95% CI [0.48-0.58], p < 0.001) and 6-23 months (AOR = 0.89, 95% CI [0.84-0.94], p < 0.001), with mothers aged 35-49 years (AOR = 0.78, 95% CI [0.66-0.92], p = 0.003), had lower odds of stunting. At the household level, the odds of child stunting were higher in lower-income households (AOR = 1.64, 95% CI [1.46-1.83], p < 0.001) with ≥ 7 members (AOR = 1.09, 95% CI [1.04-1.15], p < 0.001), with no access to improved sanitation facilities (AOR = 1.14, 95% CI [1.06-1.22], p < 0.001) and experiencing severe food insecurity (AOR = 1.07, 95% CI [1.01-1.14], p = 0.02). CONCLUSION Child stunting in Pakistan is strongly associated with various factors, including gender, age, diarrhea, residence, maternal age and education, household size, food and wealth status, and access to sanitation. To address this, interventions must be introduced to make locally available food and nutritious supplements more affordable, improve access to safe water and sanitation, and promote female education for long-term reductions in stunting rates.
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Affiliation(s)
- Sajid Bashir Soofi
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
- Department of Pediatrics & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.A.); (J.I.)
| | - Ahmad Khan
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
| | - Sumra Kureishy
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
| | - Imtiaz Hussain
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
| | - Muhammad Atif Habib
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
| | - Muhammad Umer
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
| | - Shabina Ariff
- Department of Pediatrics & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.A.); (J.I.)
| | - Muhammad Sajid
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
| | - Arjumand Rizvi
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
| | - Imran Ahmed
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
| | - Junaid Iqbal
- Department of Pediatrics & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.A.); (J.I.)
| | - Khawaja Masuood Ahmed
- Ministry of Health Services Regulation & Coordination, Islamabad 44020, Pakistan; (K.M.A.); (A.B.K.A.)
| | | | - Zulfiqar A. Bhutta
- Center of Excellence in Women & Child Health, The Aga Khan University, Karachi 74800, Pakistan; (S.B.S.); (A.K.); (S.K.); (I.H.); (M.A.H.); (M.U.); (M.S.); (A.R.); (I.A.)
- Lawson Centre for Nutrition, University of Toronto, Toronto, ON M5S 1A8, Canada
- Centre for Global Child Health, Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
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Chowdhury MRK, Rahman MS, Billah B, Rashid M, Almroth M, Kader M. Prevalence and factors associated with severe undernutrition among under-5 children in Bangladesh, Pakistan, and Nepal: a comparative study using multilevel analysis. Sci Rep 2023; 13:10183. [PMID: 37349482 PMCID: PMC10287716 DOI: 10.1038/s41598-023-36048-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 05/28/2023] [Indexed: 06/24/2023] Open
Abstract
Despite economic growth and poverty reduction, under-5 child undernutrition is still rampant in South Asian countries. This study explored the prevalence and risk factors of severe undernutrition among under-5 children in Bangladesh, Pakistan, and Nepal for comparison using the Composite Index of Severe Anthropometric Failure. We utilised information on under-5 children from recent Demographic Health Surveys. We used multilevel logistic regression models for data analysis. The prevalence of severe undernutrition among under-5 children was around 11.5%, 19.8%, and 12.6% in Bangladesh, Pakistan, and Nepal, respectively. Children from the lowest socioeconomic quintile, and children born with low birth weight were key factors associated with severe undernutrition in these countries. The factors, parental education, maternal nutritional status, antenatal and postnatal care, and birth order were not homogeneous in explaining the determinants of child severe undernutrition across the countries. Our results suggest that the poorest households, and low birth weight of children have significant effects on severe undernutrition among under-5 children in these countries, which should be considered to formulate an evidence-based strategy to reduce severe undernutrition in South Asia.
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Affiliation(s)
- Mohammad Rocky Khan Chowdhury
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Md Shafiur Rahman
- Research Center for Child Mental Development, Hamamatsu University School of Medicine, Hamamatsu, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University, University of Fukui, Osaka, Japan
| | - Baki Billah
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Mamunur Rashid
- Department of Public Health and Sports Science, Faculty of Occupational and Health Sciences, University of Gävle, Gävle, Sweden
| | - Melody Almroth
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Manzur Kader
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
- Department of Medicine Solna, Clinical Epidemiology Division, Karolinska Institutet, Maria Aspmans Gata 30A, 17176, Stockholm, Sweden.
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Roy TB, Das T, Das P, Das P. Analyzing determinants from both compositional and contextual level impeding desired linear growth of children in Indian context. BMC Nutr 2023; 9:69. [PMID: 37328887 DOI: 10.1186/s40795-023-00725-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Accepted: 06/09/2023] [Indexed: 06/18/2023] Open
Abstract
Childhood stunting is recognized as significant public health concern in India. It is a form of malnutrition with impaired linear growth and creates a range of adversaries among children, including under-5 mortality, morbidity, and physical and cognitive growth. The purpose of the present study was to recognize the various leading determinants causing childhood stunting from both individual and contextual level in Indian context. Data were obtained from the India's Demography and Health Survey (DHS) conducted in 2019-2021. A total of 1, 46,521 children aged 0-59 months were included in this present study. The study applied a multilevel mixed-effect logistic regression model in which individual factors nested within community based contextual-level factors estimating the likelihood of childhood stunting phenomena among Indian children. The variance explained in full model accounted for about 35.8% of the odds of stunting across the communities. The present study elucidates that the recognized factors from individual level characteristics have really increased the odds of childhood stunting: gender of child, multiple births, low birth weight, low BMI among mothers, less educational attainment by mothers, maternal anemic status, breast feeding duration longer than usual, < 4 antenatal care (ANC) visits during gestation period. Similarly, contextual-level factors like rural places of residence, western Indian children, and communities with high poverty rates, lower literacy rates, improper sanitation, and unsafe drinking water were also found to have a significant positive association with childhood stunting. The study finally concludes that cross level interaction between individual and contextual-level factors are identified as significant determinants of linear growth retardation among child in India. In order to reduce this type of malnutrition among the child one should more concentrate on both individual and contextual-level factors as a notable reasons.
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Affiliation(s)
- Tamal Basu Roy
- Department of Geography, Raiganj University, Uttar Dinajpur, West Bengal, Raiganj, India, 733134
| | - Tanu Das
- Department of Geography, Raiganj University, Uttar Dinajpur, West Bengal, Raiganj, India, 733134.
| | - Partha Das
- Department of Geography, Raiganj University, Uttar Dinajpur, West Bengal, Raiganj, India, 733134
| | - Priya Das
- Department of Geography, Raiganj University, Uttar Dinajpur, West Bengal, Raiganj, India, 733134
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Sahiledengle B, Agho KE, Petrucka P, Kumie A, Beressa G, Atlaw D, Tekalegn Y, Zenbaba D, Desta F, Mwanri L. Concurrent wasting and stunting among under-five children in the context of Ethiopia: A generalised mixed-effects modelling. MATERNAL & CHILD NUTRITION 2023; 19:e13483. [PMID: 36757269 PMCID: PMC10019057 DOI: 10.1111/mcn.13483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 01/10/2023] [Accepted: 01/17/2023] [Indexed: 02/10/2023]
Abstract
Concurrent wasting and stunting (WaSt) is a condition where both wasting and stunting exist in a child at the same time. This study aimed to assess the prevalence of WaSt and to identify potential associated factors in Ethiopia. A total of 33,650 children aged between 0 and 59 months were included in the analysis from the four waves of the Ethiopian Demographic and Health Survey. A mixed-effects logistic regression model was used to identify the determinants of WaSt. The prevalence of WaSt was found to be 4.7% (95% confidence interval [CI]: (4.5-4.9)), with respectively 2.5% (95% CI: 2.1-3.1) and 4.9% (95% CI: 4.7-5.2) among children in urban and rural settings. Children: (i) in the age group 12-23 months (adjusted odds ratio [AOR]: 4.16, 95% CI: (3.20-5.42)) and 24-59 months (AOR: 3.08, 95% CI: (2.28-4.17)); (ii) who were perceived by their mothers to be smaller than normal at birth (AOR: 1.98, 95% CI: (1.57-2.50)); (iii) had diarrhoea (AOR: 1.38, 95% CI: (1.11-1.71)); and (iv) fever in the past 2 weeks (AOR: 1.38, 95% CI: (1.10-1.71)) reported higher odds of WaSt. Being a female child (AOR: 0.57, 95% CI: (0.48-0.69)), having received measles vaccination (AOR: 0.71, 95% CI: (0.55-0.89)), having a mother with a normal body mass index (18.5-24.9 kg/m2 ) (AOR: 0.57, 95% CI: (0.48-0.68)), having a wealthier household (AOR: 0.67, 95% CI: (0.50-0.90)), and living in rural setting (AOR: 0.49, 95% CI: (0.32-0.74)) were associated with reduced odds of WaSt. The prevalence of WaSt was high, with approximately 1 in 20 Ethiopian children suffering from the condition and needing a prompt response to minimize the poor health and developmental outcomes. Children perceived by their mother to be smaller than normal at birth, older children, and babies with diarrhoea and fever had higher odds of WaSt.
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Affiliation(s)
- Biniyam Sahiledengle
- Department of Public HealthMadda Walabu University Goba Referral HospitalBale‐GobaEthiopia
| | - Kingsley E. Agho
- School of Health SciencesWestern Sydney UniversityPenrithNew South WalesAustralia
- Translational Health Research Institute, School of MedicineWestern Sydney UniversityPenrithNew South WalesAustralia
- African Vision Research InstituteUniversity of KwaZulu‐NatalDurbanSouth Africa
| | | | - Abera Kumie
- School of Public HealthAddis Ababa UniversityAddis AbabaEthiopia
| | - Girma Beressa
- Department of Public HealthMadda Walabu University Goba Referral HospitalBale‐GobaEthiopia
| | - Daniel Atlaw
- Department of Human AnatomyMadda Walabu University Goba Referral HospitalBale‐GobaEthiopia
| | - Yohannes Tekalegn
- Department of Public HealthMadda Walabu University Goba Referral HospitalBale‐GobaEthiopia
| | - Demisu Zenbaba
- Department of Public HealthMadda Walabu University Goba Referral HospitalBale‐GobaEthiopia
| | - Fikreab Desta
- Department of Public HealthMadda Walabu University Goba Referral HospitalBale‐GobaEthiopia
| | - Lillian Mwanri
- Torrens University AustraliaAdelaideSouth AustraliaAustralia
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Simwanza NR, Kalungwe M, Karonga T, Mtambo CMM, Ekpenyong MS, Nyashanu M. Exploring the risk factors of child malnutrition in Sub-Sahara Africa: A scoping review. Nutr Health 2023; 29:61-69. [PMID: 35369816 DOI: 10.1177/02601060221090699] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background: Malnutrition prevents children from reaching their full physical and mental potential. Health and physical consequences of prolonged states of malnourishment among children are: delay in their physical growth and motor development; lower intellectual quotient (IQ), greater behavioural problems and deficient social skills; susceptibility to contracting diseases. According to the 2015 Millennium development goal (MDG) report, sub-Saharan Africa (SSA) accounts for one third of all undernourished children globally, highlighting that malnutrition still remains a major health concern for children under 5 years in the sub-region, thus buttressing the need for urgent intervention. Aim: The aim of this study is to explore the risk factors of child malnutrition in sub-Saharan Africa through a scoping review. Methods: The scoping review was conducted using the following specific subject databases: EBSCOhost, google scholar, Pub med, demographic research and research gate. Attention was paid to keywords during navigation to ensure consistency of searches in each database. Two limiters were applied in all five databases. These included the use of the English language and articles published on child malnutrition in sub Saharan Africa. Results: The researchers identified eight themes for inclusion in the findings. The themes fell into four major categories being maternal related, family related, child related as well as context related factors. These themes reflect factors associated with child malnutrition. Conclusion: This scoping review revealed that there are quite a number of risk factors that lead to child malnutrition. Therefore, there is an urgency for strategic interventions aimed at improving child nutrition through female education if the 2030 end malnutrition SDG 2.2 are to be achieved.
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Affiliation(s)
| | | | | | | | - Mandu S Ekpenyong
- 5289Manchester Metropolitan University Faculty of Health, Manchester, UK
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Bitew FH, Sparks CS, Nyarko SH, Apgar L. Spatiotemporal Variations and Determinants of Under-Five Stunting in Ethiopia. Food Nutr Bull 2023; 44:27-38. [PMID: 36824032 DOI: 10.1177/03795721231158503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
BACKGROUND Stunting has been a major concern in sub-Saharan Africa. However, little evidence exists on the spatiotemporal variations in under-five stunting within a national context. OBJECTIVE This paper examines the spatiotemporal variations in under-five stunting and determinants using data from the Ethiopia Demographic and Health Surveys (2000-2016). METHODS Spatial autocorrelation and multilevel logistic regression models were used to conduct the analyses. RESULTS The stunting prevalence has decreased from 51% to 37%, while the prevalence of severe stunting has decreased by more than half (from 28% to 12%). Wide regional variations in stunting have been consistently observed over the years, which exhibited a higher level of stunting in Tigray (48%), Afar (42%), and Amhara (42%). The results show considerable local and regional variations in under-five stunting levels with diverse patterns of improvements in regional stunting levels over time. Stunting levels were associated with child-level factors such as the sex of a child, birth size, age of a child, birth order, preceding birth interval, and place of birth. Maternal educational attainment, nutritional status, household wealth, toilet facility type, and place of residence were linked to under-five stunting. The regional-level infant mortality rate was associated with under-five stunting. CONCLUSIONS Specially tailored policies and interventions should be devised to address persistent spatial inequalities in stunting by focusing on higher risk populations.
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Affiliation(s)
- Fikrewold H Bitew
- Department of Demography, College for Health, Community & Policy, The University of Texas at San Antonio, San Antonio, TX, USA.,Institutional Research, The University of Texas at San Antonio, One UTSA Circle, San Antonio, TX, USA
| | - Corey S Sparks
- Department of Demography, College for Health, Community & Policy, The University of Texas at San Antonio, San Antonio, TX, USA
| | - Samuel H Nyarko
- Department of Demography, College for Health, Community & Policy, The University of Texas at San Antonio, San Antonio, TX, USA.,Department of Epidemiology, Human Genetics & Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA
| | - Lauren Apgar
- Institutional Research, The University of Texas at San Antonio, One UTSA Circle, San Antonio, TX, USA
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Islam MZ, Rahman M, Khan N. Exploring the association between child nutritional disorders and short birth interval: Evidence from 2017/18 Bangladesh demographic and Health Survey data. CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH 2023. [DOI: 10.1016/j.cegh.2023.101256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023] Open
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18
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Abdulla F, Rahman A, Hossain MM. Prevalence and risk predictors of childhood stunting in Bangladesh. PLoS One 2023; 18:e0279901. [PMID: 36701381 PMCID: PMC9879476 DOI: 10.1371/journal.pone.0279901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 12/16/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND The child nutritional status of a country is a potential indicator of socioeconomic development. Child malnutrition is still the leading cause of severe health and welfare problems across Bangladesh. The most prevalent form of child malnutrition, stunting, is a serious public health issue in many low and middle-income countries. This study aimed to investigate the heterogeneous effect of some child, maternal, household, and health-related predictors, along with the quantiles of the conditional distribution of Z-score for height-for-age (HAZ) of under five children in Bangladesh. METHODS AND MATERIALS In this study, a sample of 8,321 children under five years of age was studied from BDHS-2017-18. The chi-square test was mainly used to identify the significant predictors of the HAZ score and sequential quantile regression was used to estimate the heterogeneous effect of the significant predictors at different quantiles of the conditional HAZ distribution. RESULTS The findings revealed that female children were significantly shorter than their male counterparts except at the 75th quantile. It was also discovered that children aged 7-47 months were disadvantaged, but children aged 48-59 months were advantaged in terms of height over children aged 6 months or younger. Moreover, children with a higher birth order had significantly lower HAZ scores than 1st birth order children. In addition, home delivery, the duration of breastfeeding, and the BCG vaccine and vitamin A received status were found to have varied significant negative associations with the HAZ score. As well, seven or fewer antenatal care visits was negatively associated with the HAZ score, but more than seven antenatal care visits was positively associated with the HAZ score. Additionally, children who lived in urban areas and whose mothers were over 18 years and either normal weight or overweight had a significant height advantage. Furthermore, parental secondary or higher education had a significant positive but varied effect across the conditional HAZ distribution, except for the mother's education, at the 50th quantile. Children from wealthier families were also around 0.30 standard deviations (SD) taller than those from the poorest families. Religion also had a significant relationship with the conditional HAZ distribution in favor of non-Muslim children. CONCLUSIONS To enhance children's nutritional levels, intervention measures should be designed considering the estimated heterogeneous effect of the risk factors. This would accelerate the progress towards achieving the targets of Sustainable Development Goals (SDGs) related to child and maternal health in Bangladesh by 2030.
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Affiliation(s)
- Faruq Abdulla
- Department of Applied Health and Nutrition, RTM Al-Kabir Technical University, Sylhet, Bangladesh
| | - Azizur Rahman
- School of Computing, Mathematics and Engineering, Charles Sturt University, Wagga Wagga, NSW, Australia
| | - Md. Moyazzem Hossain
- Department of Statistics, Jahangirnagar University, Savar, Dhaka, Bangladesh
- School of Mathematics, Statistics and Physics, Newcastle University, Newcastle upon Tyne, United Kingdom
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Haque S, Al Rafi DA, Zaman N, Salman M, Al Noman MA, Hoque MN, Bhattacharjee L, Farquhar S, Yasmin S, Hasan MM, Hira FTZ, Prithi AA, Shammi SA, Banu B, Hossain A. Nutritional status of under-five aged children of ready-made garment workers in Bangladesh: A cross-sectional study. PLoS One 2023; 18:e0284325. [PMID: 37053193 PMCID: PMC10101446 DOI: 10.1371/journal.pone.0284325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 03/28/2023] [Indexed: 04/14/2023] Open
Abstract
BACKGROUND The ready-made garment (RMG) sector is a significant contributor to the economic growth of Bangladesh, accounting for 10% of the country's GDP and more than 80% of its foreign exchange earnings. The workforce in this sector is predominantly made up of women, with 2.5 million women working in the industry. However, these women face numerous challenges in carrying out their culturally-expected household responsibilities, including childcare, due to severe resource constraints. As a result, the children of these working women have a higher incidence of malnutrition, particularly stunted growth. This study aims to identify the factors that contribute to stunting in children under the age of five whose mothers work in the RMG sector in Bangladesh. METHODS The study collected data from 267 female RMG workers in the Gazipur district of Bangladesh using a simple random sampling technique. Chi-square tests were used to determine the associations between the factors influencing child stunting, and Multinomial Logit Models were used to estimate the prevalence of these factors. RESULTS The study found that the prevalence of moderate and severe stunting among the children of RMG workers living in the Gazipur RMG hub was 19% and 20%, respectively. The study identified several significant predictors of child stunting, including the mother's education level, nutritional knowledge, control over resources, receipt of antenatal care, household size, sanitation facilities, and childbirth weight. The study found that improving the mother's education level, increasing household size, and receiving antenatal care during pregnancy were important factors in reducing the likelihood of child stunting. For example, if a mother's education level increased from no education to primary or secondary level, the child would be 0.211 (0.071-0.627) and 0.384 (0.138-1.065) times more likely to have a normal weight and height, respectively, than to be moderately stunted. CONCLUSION The study highlights the challenges faced by working women in the RMG sector, who often receive minimal wages and have limited access to antenatal care services. To address these challenges, the study recommends policies that support antenatal care for working-class mothers, provide daycare facilities for their children, and implement a comprehensive social safety net program that targets child nutrition. Improving the socioeconomic status of mothers is also critical to reducing child malnutrition in this population.
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Affiliation(s)
- Sadika Haque
- Department of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Dewan Abdullah Al Rafi
- Department of Agricultural and Resource Economics, The University of Arizona, Tucson, Arizona, United States of America
| | - Nafisa Zaman
- Department of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Md Salman
- Department of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Md Abdullah Al Noman
- Department of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Md Nazmul Hoque
- Student Affairs Division, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Lalita Bhattacharjee
- Senior Nutrition Advisor, Meeting the Undernutrition Challenge Programme, Food and Agriculture Organization of the United Nations, Rome, Italy
| | - Samantha Farquhar
- Integrated Coastal Sciences, East Carolina University, Greenville, North Carolina, United States of America
| | - Sabina Yasmin
- Socio Economics Research Division, Bangladesh Livestock Research Institute, Savar Union, Bangladesh
| | - Md Mehedi Hasan
- Department of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Fatema Tuj Zohora Hira
- Department of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Aunjuman Ara Prithi
- Department of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Shamim Ara Shammi
- Department of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh
| | - Bilkish Banu
- Faculty of Social Science and Humanities, Department of Economics, Hajee Mohammad Danesh Science & Technology University, Dinajpur, Bangladesh
| | - Akbar Hossain
- Division of Soil Science, Bangladesh Wheat and Maize Research Institute, Dinajpur, Bangladesh
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Kartasurya MI, Syauqy A, Suyatno S, Dewantiningrum J, Nuryanto N, Sunarto S, Isnawati M, Nurcahyani YD, Wati EK, Hapsari PW, Samsudin M, Fuada N. Determinants of length for age Z scores among children aged 6-23 months in Central Java, Indonesia: a path analysis. Front Nutr 2023; 10:1031835. [PMID: 37139439 PMCID: PMC10150047 DOI: 10.3389/fnut.2023.1031835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 03/23/2023] [Indexed: 05/05/2023] Open
Abstract
Introduction Length for Age Z (LAZ) score determinants are complex and vary among different areas, but it is important for designing effective and efficient strategies to decrease stunting prevalence among children under 2 years. This study aimed to investigate the determinants of LAZ scores among children under 2 years in Central Java, Indonesia. Methods This study was conducted on the 2021 Indonesian Nutritional Status Study (INSS) dataset, which was a cross-sectional survey. Data on 3,430 children aged 6-23 months from Central Java province were derived from the 2021 INSS data. After missing data elimination, 3,238 subjects were included in the analysis. Determinant factors included direct and indirect factors. Direct factors were the mother's age, birth weight Z score (BWZ), birth length Z score (BLZ), exclusively breastfed history, dietary diversity scores (DDS), empty calorie drink consumption, unhealthy snacks consumption, and infections. Indirect factors were early initiation of breastfeeding (EIBF) and posyandu (integrated health post) utilization. Underlying factors were socioeconomic status (SES) and the mother's education. Bivariate analyses and multiple linear regressions were conducted. A path analysis with a hypothesized model based on the UNICEF conceptual framework was also performed. Results Stunting, wasting and underweight proportions among the subjects were 19.1%, 7.6% and 12.3%, respectively. The mean LAZ scores were -0.95 ± 1.22; the mother's age was 29.7 ± 5.95 years; BWZ was -0.47 ± 0.97; BLZ was -0.55 ± 1.05; and DDS was 4.45 ± 1.51. The infection proportion among the subjects was 28%. BWZ and BLZ were positively correlated to LAZ scores, with r = 0.267 (p < 0.01) and r = 0.260 (p < 0.01), respectively. The mother's age was negatively correlated to LAZ scores with r = -0.041 (p < 0.05). Maternal education was positively correlated to SES but had no direct effect on LAZ scores. LAZ score determinants of BLZ (p < 0.001) and SES (p < 0.001) showed positive direct associations with LAZ scores, but the mother's age (p = 0.039), exclusively breastfed history (p < 0.001), and empty calorie drinks consumption (p < 0.001) had negative associations with LAZ scores. Conclusion To prevent stunting among children aged 6-23 months in Central Java, Indonesia, intervention programs to increase the nutritional status of women at child-bearing age and nutrition education on child feeding practices should be conducted more efficiently and effectively.
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Affiliation(s)
- Martha Irene Kartasurya
- Faculty of Public Health, Universitas Diponegoro, Semarang, Indonesia
- *Correspondence: Martha Irene Kartasurya
| | - Ahmad Syauqy
- Faculty of Medicine, Universitas Diponegoro, Semarang, Indonesia
| | - Suyatno Suyatno
- Faculty of Public Health, Universitas Diponegoro, Semarang, Indonesia
| | | | | | - Sunarto Sunarto
- Nutrition Department, Poltekkes Kemenkes Semarang, Semarang, Indonesia
| | - Muflihah Isnawati
- Nutrition Department, Poltekkes Kemenkes Semarang, Semarang, Indonesia
| | - Yusi Dwi Nurcahyani
- Research Services, Center for Health Research and Development, Magelang, Indonesia
| | - Erna Kusuma Wati
- Faculty of Health, Universitas Jenderal Soedirman, Purwokerto, Indonesia
| | | | - Mohamad Samsudin
- Research Center for Public Health and Nutrition, National Research and Innovation Agency (BRIN), Cibinong, Indonesia
| | - Noviati Fuada
- Organization for Health, National Research and Innovation Agency, Jakarta, Indonesia
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Determinants of Child Stunting, Wasting, and Underweight: Evidence from 2017 to 2018 Pakistan Demographic and Health Survey. J Nutr Metab 2023; 2023:2845133. [PMID: 36915292 PMCID: PMC10008110 DOI: 10.1155/2023/2845133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 12/23/2022] [Accepted: 02/15/2023] [Indexed: 03/06/2023] Open
Abstract
Child malnutrition persists in low-resource countries such as Pakistan, indicating an urgent need for interventions and policies aimed to address this critical population health issue. The World Health Organization Global Target 2025 includes the reduction of malnourishment in the form of stunting, wasting, and low weight. This study aims to examine the prevalence of factors associated with three measures of child malnutrition, i.e., stunting, wasting, and low weight in Pakistan. This study uses a secondary data analysis design based on data from Pakistan Demographic and Health Survey (2017-18) that used a two-stage cluster sampling approach. National level data covering urban and rural areas were used for this study consisting of 4,226 children less than 5 years of age. Univariate and multivariable analyses using logistic regression models were conducted. Over 23% of the children were underweight, 8.0% suffered wasting, and 37.7% were stunted. Children with small size at birth (<45.7 cm), those who were average in size (45.7 to 60 cm) at birth were less likely to be stunted (AOR, 0.4890) and underweight (AOR, 0.538). Children with large size at birth (>60 cm) were also less likely to be stunted (AOR, 0.288) and underweight (AOR, 0.538). Children who consumed fresh milk were less likely to be classified as wasted (AOR, 0.524) than those children who did not consume fresh milk. The children in high- and middle-economic status families were less likely to be stunted, underweight, or wasted. Children of mothers who had secondary and higher education were less likely to be stunted (AOR, 0.584) and were less likely to be underweight (AOR, 0.668) than illiterate mothers' children. Children of working mothers were less likely to be wasted compared to children of nonworking mothers (AOR, 0.287). Maternal BMI is also inversely associated with being underweight because overweight and obese mothers were less likely to have underweight children (AOR, 0.585). Our findings reflect a need to design targeted public health policies and community-based education that emphasize the mother's education on nutrition health and provide socioeconomic resources that enable mothers to provide dietary needs that prevent malnutrition.
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Hollow BL, Bulsara MK, Pant PD, Wallace HJ. Antenatal and perinatal service delivery associations with breastfeeding outcomes in Nepal: Analysis of the 2016 Nepal Demographic and Health Survey. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001824. [PMID: 37068091 PMCID: PMC10109470 DOI: 10.1371/journal.pgph.0001824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 03/21/2023] [Indexed: 04/18/2023]
Abstract
Infant and Young Child Feeding (IYCF) breastfeeding guidelines of the World Health Organization (WHO) have been promoted in Nepal since the early 1990s. This study investigated whether antenatal and perinatal service delivery in Nepal are associated with early initiation of breastfeeding and age-appropriate feeding practice (exclusive breastfeeding to six months; introduction of complementary foods at six months with continued breastfeeding to two years). Data from the 2016 Nepal Demographic and Health Survey (NDHS) were analysed using multivariable logistic regression. The unit of analysis was an interviewed woman and her last-born child aged 0-23 months. We examined number of antenatal visits, place and type of delivery, infant-mother skin-to-skin contact post-delivery, and breastfeeding observation and counselling by a healthcare provider within two days post-delivery. Of 1938 mother-infant dyads, 1073 (55.4%) commenced breastfeeding within one hour of delivery and 1665 (85.9%) were engaged in age-appropriate feeding. Breastfeeding within one hour of delivery was associated with infants delivered vaginally (aOR: 4.76, 95% CI: 2.96-7.65), infant-mother skin-to-skin contact post-delivery (aOR:2.10, 95% CI: 1.63-2.72) and observation of breastfeeding by a healthcare provider within two days post-delivery (aOR: 1.58, 95% CI: 1.20-2.08). Age-appropriate feeding was lowest amongst mothers with infants aged 4-5 months (40.8%) compared to those with infants aged 0-1 month (aOR: 0.158, 95% CI: 0.083-0.302). Antenatal and perinatal service delivery were not significantly associated with age-appropriate feeding. Further promotion of infant-mother skin-to-skin contact post-delivery (including after caesarean delivery) and observation of early breastfeeding may increase the rate of breastfeeding within one hour of delivery. Promotion of exclusive breastfeeding in antenatal and perinatal services and additional postnatal support should be considered to increase exclusive breastfeeding of infants to six months. These improvements may be achieved through enhanced implementation of the Baby Friendly Hospitals Initiative and effective training and sufficient practice for skilled birth attendants.
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Affiliation(s)
| | - Max K Bulsara
- Institute for Health Research, The University of Notre Dame Australia, Fremantle, Australia
| | | | - Hilary Jane Wallace
- School of Medicine, The University of Notre Dame Australia, Fremantle, Australia
- School of Population and Global Health, The University of Western Australia, Crawley, Australia
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Agabiirwe CN, Dambach P, Methula TC, Phalkey RK. Impact of floods on undernutrition among children under five years of age in low- and middle-income countries: a systematic review. Environ Health 2022; 21:98. [PMID: 36274126 PMCID: PMC9590165 DOI: 10.1186/s12940-022-00910-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 10/13/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND Weather and climate-related disasters, including floods, impact undernutrition through multiple pathways, including food security, inadequate child care practices, and water and sanitation. This review aimed to provide systematic evidence of the impact of floods on undernutrition in children under five years of age in Low and Middle-income countries (LMICs). METHODS We searched PubMed, Web of Science, Embase, MEDLINE, CINAHL and Scopus for peer-reviewed articles. Popline, WHO Library database (WHOLIS), the International Disaster database (EM-DAT), Food and Agriculture Organisation (FAO), UNICEF and Eldis were searched for grey literature articles. Database searches were first conducted in 2016 and updated in 2020. We included English language articles that reported the effect of floods on undernutrition outcomes in children under 5 years of age in LMICs, without limitation to study design and year of publication. The quality of selected studies was assessed using the National Institutes of Health (NIH) tool for Observational Cohort and Cross-Sectional Studies. RESULTS Of the 5701 articles identified, 14 met our inclusion criteria. The review noted stunting as the most frequently reported significant form of undernutrition in flood-affected areas. Severe and recurrent floods showed the greatest impact on undernutrition. Due to weak and limited evidence, the study is inconclusive on the most significant forms within the short-term and intermediate periods following floods. On the other hand, stunting was noted as the most frequently reported significant form of undernutrition in the long-term period following floods. There was generally little evidence of the effect of floods on micronutrient deficiencies. Factors associated with child undernutrition in the flood-affected areas included age, gender, diarrhoea, maternal and paternal education, maternal age, household size, land ownership and socioeconomic status. Overall, the quality of the evidence was fairly weak, with the main challenge lying in the inability of the studies to establish causal pathways for the observed effects. CONCLUSIONS The review suggests clear plans and strategies for preventing and reducing the long-term impact of floods on undernutrition in children under five years. Future research utilising long-term prospective data is indispensable to provide more robust evidence to guide better prevention measures, response decisions and interventions.
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Affiliation(s)
- Caroline Noel Agabiirwe
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Peter Dambach
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
| | - Thabile Constance Methula
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Revati K Phalkey
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
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Takele BA, Gezie LD, Alamneh TS. Pooled prevalence of stunting and associated factors among children aged 6-59 months in Sub-Saharan Africa countries: A Bayesian multilevel approach. PLoS One 2022; 17:e0275889. [PMID: 36228030 PMCID: PMC9560624 DOI: 10.1371/journal.pone.0275889] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Accepted: 09/26/2022] [Indexed: 11/06/2022] Open
Abstract
Background Over 155 million children under five suffer from stunting, and it is responsible for over one million deaths and 54.9 million Disability Adjusted Life Years (DALYS) of under-five children worldwide. These predominantly occurred in low-and middle-income countries like sub-Saharan Africa. Stunted children begin their lives at a marked disadvantage. Some of these are; poor cognition and educational performance, low adult wages, lost productivity and, when accompanied by excessive weight gain later in childhood, an increased risk of nutrition-related chronic diseases in adult life and the devastating effects of stunting can last a lifetime and even affect the next generation. Despite this, its magnitude rises in the past 25 years in sub-Saharan Africa. Studies that capture the pooled prevalence and associated factors of stunting among children aged 6–59 months in sub-Saharan Africa are limited. Therefore, this study was carried out on the basis of the Bayesian approach to determine the pooled prevalence and predictors of stunting among children aged 6–59 months in Sub-Saharan Africa. Objective To assess the pooled prevalence of stunting and associated factors among children aged 6–59 months in Sub-Saharan Africa Methods For this study a total of 173,483 weighted samples from the demography and health survey data set of 35 sub-Saharan African countries from 2008 to 2020 were used. After checking Variation between cluster by computing Intraclass Correlation Coefficient, binary logistic regression model was conducted based on hierarchical Bayesian statistical approach to account the hierarchical nature of demography and health survey data and to get reliable estimates by using additional information from the prior distribution. Adjusted odds ratio with 95% credible interval of the best fitted model was used to ascertain the predictors. Results The pooled prevalence of stunting in Sub-Saharan Africa was about 35% (95%CI: 34.87, 35.31). Of the sub-regions, the highest prevalence of stunting was in East Africa, 37% (95%, CI: 36.96, 37.63) followed by Central Africa, 35% (95%CI: (34.93, 35.94). Being male (AOR = 1.27, 95% CrI 1.25, 1.30), small birth size (AOR = 1.29, CrI 1.25, 1.32), home delivery (AOR = 1.17, CrI 1.14, 1.20), and no education of mothers (AOR = 3.07, CrI 2.79, 3.39) were some of the significant predictors of stunting of children. Conclusion and recommendation The prevalence of stunting of children in sub-Saharan Africa is among the highest in the world. Predictors such as being male, being small at birth, a child delivered at home, and, low level of maternal education were some of the predictors of childhood stunting. Stakeholders and non-governmental organizations should consider those contributing factors of stunting when they plan and design nutritional improvement programs.
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Affiliation(s)
- Bayley Adane Takele
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
- * E-mail:
| | - Lemma Derseh Gezie
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Tesfa Sewunet Alamneh
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Susyani S, Febry F, Margarhety I, Sadiq A, Sartono S, Sari IP, Ni’mah T. Maternal Risk Factor on Incidence of Stunting in South Sumatera. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.10761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND: Stunting is an adverse result condition of unfulfilled nutritional intake during pregnancy and early childhood, which affects the children’s maximum height and optimal cognitive potential. Stunting is influenced by numerous factors, both from the mother and children. Research has proven that factors related to mothers of children under 5 have essential roles in the incidence of stunting.
AIM: This study intends to analyze the influence of maternal risk factors on the incidence of stunting in children under 5 in districts/cities in South Sumatra.
METHODS: This study is quantitative research with a cross-sectional design, with secondary data sources from Basic Health Research 2018, carried out in 17 districts/cities in South Sumatra.
RESULTS: The mothers’ characteristics most significantly related to stunting in children under 5 in the South Sumatra region are the mother’s height and mother’s education. Mothers with a height <150 cm have a 1.547 times higher risk of having stunting children (95% CI: 1.281–1.868), and mothers with low education have a 1.521 times higher risk of having stunting children (95% CI: 1.094–2.116). Moreover, mothers with secondary education are at 1.473 times higher risk of having stunting children (95% CI: 1.073–2.020).
CONCLUSION: The maternal risk factors most associated with stunting in children under five in South Sumatra are maternal height and mother’s education.
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Abebe HT, Taffere GR, Fisseha MA, Bezabih AM. Risk Factors and Spatial Distributions of Underweight Among Children Under-Five in Urban and Rural Communities in Tigray, Northern Ethiopia: Using Ordinal Logistic Regression Analysis. NUTRITION AND DIETARY SUPPLEMENTS 2022. [DOI: 10.2147/nds.s371773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Wardani N, Harumi AM, Kasiati K, Windi YK, Husni E, Cahyani TIP. Mothers’ Perceived Susceptibility and Severity of Maternal Behavior in Stunting Prevention. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.9888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND: Nutritional problem is still a significant public health issue worldwide, and Indonesia is not exempted. Stunting is the failure of a child to grow to the proper height of their age due to unbalance nutritional intake (more calories and less protein) when they are still in the womb, baby, and toddlers. The mother’s lack of awareness about the susceptibility and severity of the stunting is the contributing factor.
AIM: Purpose of this study is to investigate mothers’ perceived susceptibility and severity toward stunting and their association with mothers’ behavior to prevent stunting.
METHODS: It is a quantitative study using an analytical observation design with a cross-sectional approach. This population is 120 mothers with under 5 years of children in East Surabaya Health Center, Indonesia. They were all taken as research samples. The independent variables are perceived susceptibility and severity of stunting, whereas stunting prevention is the dependent variable. The Likert scale is used to develop a questionnaire as a data collection tool. The logistic regression test was carried out to identify mothers’ perceived susceptibility and severity level to protect their children from stunting.
RESULTS: The study found that mothers generally have a good perception of the susceptibility and severity of stunting. The logistic regression test shows that the value of significant = 0.000 for the susceptible variable and significant = 0.003 for the severity factor.
CONCLUSION: The study concluded that the strong association between mothers’ perception of susceptibility and severity of stunting affects their stunting prevention behavior.
SUGGESTION: The study advises mothers to improve their awareness of the danger of stunting and take necessary action to prevent it. Health promotion efforts should focus on empowering and enhancing the participation of mothers to take pre-emptive steps to prevent stunting.
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Tamir TT, Techane MA, Dessie MT, Atalell KA. Spatial variation and determinants of stunting among under-five children in Ethiopia: A spatial and multilevel analysis of Ethiopian Demographic and Health Survey 2019. Nutrition 2022; 103-104:111786. [DOI: 10.1016/j.nut.2022.111786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 05/17/2022] [Accepted: 06/17/2022] [Indexed: 10/31/2022]
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Bhandari P, Gayawan E. Examining Spatial Heterogeneity and Potential Risk Factors of Childhood Undernutrition in High-Focus Empowered Action Group (EAG) States of India. SPATIAL DEMOGRAPHY 2022. [DOI: 10.1007/s40980-022-00108-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Bhusal UP, Sapkota VP. Socioeconomic and demographic correlates of child nutritional status in Nepal: an investigation of heterogeneous effects using quantile regression. Global Health 2022; 18:42. [PMID: 35443701 PMCID: PMC9020427 DOI: 10.1186/s12992-022-00834-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 03/31/2022] [Indexed: 12/25/2022] Open
Abstract
Background Child undernutrition continues to be a major public health problem in many countries, including Nepal. The repercussions of undernutrition are not only limited to the affected children and families but also transcend to the national and global economy. Earlier studies from Nepal have predominantly used either ordinary least squares (OLS) regression or binary regression to analyse the socioeconomic and demographic correlates of the nutritional outcome. In this study, quantile regression was used to understand a complete and more precise estimate of the effects of the covariates on the child nutritional status. Methods This study was based on the most recent nationally representative Nepal Multiple Indicator Cluster Survey (MICS) 2019. Height-for-age z scores (HAZ) were used as an indicator for assessing the nutritional status of under-five children. Quantile regression was used to examine the heterogeneous association of covariates with conditional HAZ distribution across the different quantiles (0.10, 0.30, 0.50, 0.85). As a comparison, the effects of covariates at conditional mean of HAZ using OLS regression was also analysed. The graphs were plotted to visualize the changes in the coefficients for each regressor across the entire conditional HAZ distribution. Results Age of children, sex of children, province and wealth had a consistent and statistically significant association with HAZ in both OLS and quantile regression. Improved toilet facility was positively correlated with HAZ at the lower tails (tenth and thirtieth percentiles). Ethnicity (Janajati and Newer) was positively correlated with HAZ at the lower tail (thirtieth percentile) and mean (OLS regression). Maternal education was a significant predictor of improved height-for-age across conditional quantiles, except at the tenth percentile. Maternal age, number of under-five children in household, number of household members, and improved source of drinking water showed heterogeneous effects across different quantiles of conditional HAZ distribution. Conclusion Use of quantile regression approach showed that the effect of different factors differed across the conditional distribution of HAZ. Policymakers should consider the heterogeneous effect of different factors on HAZ so that the targeted intervention could be implemented to maximize the nutritional benefits to children. Supplementary Information The online version contains supplementary material available at 10.1186/s12992-022-00834-4.
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Affiliation(s)
| | - Vishnu Prasad Sapkota
- Department of Economics, Nepal Commerce Campus, Tribhuvan University, New Baneshwor, Kathmandu, Nepal
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Waghmare H, Chauhan S, Sharma SK. Prevalence and determinants of nutritional status among women and children in Pakistan. BMC Public Health 2022; 22:766. [PMID: 35428254 PMCID: PMC9013048 DOI: 10.1186/s12889-022-13059-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 03/23/2022] [Indexed: 12/25/2022] Open
Abstract
Abstract
Background
Nutrition has been a low-priority area in Pakistan, with low visibility from the political leadership. Despite various efforts, Pakistan has been reported to have one of the highest prevalences of child and women malnutrition compared to other developing counties. Therefore, this study intends to examine the prevalence and determinants of nutritional status of women and children in Pakistan.
Methods
The present study uses the Demographic Health Survey (DHS) data from Pakistan 2012–13 (PDHS-3). The nutritional status of women was examined through Body-Mass Index (Underweight, normal, overweight, & obese), and that of children was examined through stunting (severe and moderate), wasting (severe, moderate, overweight), and underweight (severe, moderate, overweight). Descriptive statistics and bivariate analysis have been used along with multinomial logistic regression.
Results
A higher proportion of children in rural areas were severely stunted (19.6% vs. 12.5%), severe wasted (2.4% vs. 2.2%), and severe underweight (9.4% vs. 6%) than their urban counterparts. A higher proportion of rural women (9.5% vs. 5.5%) were underweight than urban women, whereas a higher proportion of urban women were obese (24.3% vs. 19.0%) than rural women. The odds of severe stunting (OR = 0.24; C.I. = 0.15–0.37), severe underweight (OR = 0.11; C.I. = 0.05–0.22) were lower among children from the richest wealth quintile than their poorest counterparts. The Relative Risk Ratio (RRR) of being overweight (RRR = 3.7; C.I. = 2.47–5.54) and Obese (RRR = 4.35; C.I. = 2.67–7.07) than normal BMI were higher among women from richest wealth quintile than women belonged to poorest wealth quintile.
Conclusion
This study has highlighted determinants associated with maternal and child nutritional status, whereby the child’s nutritional status was measured by stunting, wasting, and underweight, and BMI measured the mother’s nutritional status. The main risk factors for a child’s poor nutritional status include low household wealth, urban residence, and mother’s educational status. Similarly, the main risk factors for women’s poor nutritional status include increasing the women’s age, educational status, rural residence, and household wealth. Poor households should be provided special attention to improve the nutritional status among women and children in poor households.
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Chowdhury MRK, Khan HTA, Rashid M, Mondal MNI, Bornee FA, Billah B. Prevalence and correlates of severe under-5 child anthropometric failure measured by the composite index of severe anthropometric failure in Bangladesh. Front Pediatr 2022; 10:978568. [PMID: 36186640 PMCID: PMC9516305 DOI: 10.3389/fped.2022.978568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 08/23/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Although Bangladesh has made noticeable progress in reducing the prevalence of stunting, wasting, and being underweight among under-5 children, it has not been very successful in reducing overall severe anthropometric failure (SAF) among them. Therefore, the study aims to identify the prevalence and risk factors of SAF measured by the Composite Index of Severe Anthropometric Failure (CISAF) among under-5 children in Bangladesh. METHODS Data was drawn from a cross-sectional Bangladesh Demographic Health Survey (BDHS) conducted in 2017-2018. A bivariate analysis (Chi-square test) and logistic regression analysis were used to estimate the unadjusted, and age and sex-adjusted prevalence of SAF. Odds ratio (OR) and confidence interval (CI) were assessed using logistic regression analysis to identify the various risk factor of SAF. RESULTS The overall adjusted prevalence of under-5 child SAF was 11.3% (95% CI: 10.6-12.0) and it was highly prevalent among children of uneducated mothers (adjusted, 22%, 95% CI: 17.3-26.8). The key factors associated with SAF were children in the age group 24-35 months (OR: 2.43, 95% CI: 1.83-3.23), children born with low birth weight (OR: 3.14, 95% CI: 2.24-4.97), children of underweight mothers (OR: 1.82, 95% CI: 1.44-2.29), children of parents with no formal education (OR: 2.28, 95% CI: 1.56-3.31) and children from lower socio-economic status (OR: 2.25, 95% CI: 1.55-3.26). CONCLUSION Prioritizing and ensuring context-specific interventions addressing individual, community, public policy, and environment level risk factors from policy level to implementation to reduce structural and intermediary determinants of under-5 SAF.
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Affiliation(s)
- Mohammad Rocky Khan Chowdhury
- Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Hafiz T A Khan
- Health Promotion and Public Health, College of Nursing, Midwifery and Healthcare, University of West London, London, United Kingdom
| | - Mamunur Rashid
- Department of Public Health Science, Faculty of Occupational and Health Sciences, University of Gävle, Gävle, Sweden
| | - Md Nazrul Islam Mondal
- Population Science and Human Resource Development, University of Rajshahi, Rajshahi, Bangladesh
| | - Farzana Akhter Bornee
- Department of Pediatrics, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Baki Billah
- Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
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Chowdhury MRK, Khan HTA, Rashid M, Kabir R, Islam S, Shariful Islam M, Kader M. Differences in risk factors associated with single and multiple concurrent forms of undernutrition (stunting, wasting or underweight) among children under 5 in Bangladesh: a nationally representative cross-sectional study. BMJ Open 2021; 11:e052814. [PMID: 34903543 PMCID: PMC8672009 DOI: 10.1136/bmjopen-2021-052814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES The study aims to differentiate the risk factors of single and multiple concurrent forms of undernutrition among children under 5 in Bangladesh. DESIGN A nationally representative cross-sectional study. SETTING Bangladesh. RESPONDENTS Children age under 5 years of age. OUTCOME MEASURE This study considered two dichotomous outcomes: single form (children without single form and with single form) and multiple concurrent forms (children without multiple forms and with multiple forms) of undernutrition. STATISTICAL ANALYSIS Adjusted OR (AOR) and CI of potential risk factors were calculated using logistic regression analysis. RESULTS Around 38.2% of children under 5 in Bangladesh are suffering from undernutrition. The prevalence of multiple concurrent forms and single form of child undernutrition was 19.3% and 18.9%, respectively. The key risk factors of multiple concurrent forms of undernutrition were children born with low birth weight (AOR 3.76, 95% CI 2.78 to 5.10); children in the age group 24-35 months (AOR 2.70, 95% CI 2.20 to 3.30) and in the lowest socioeconomic quintile (AOR 2.57, 95% CI 2.05 to 3.23). In contrast, those children in the age group 24-35 months (AOR 1.94, 95% CI 1.61 to 2.34), in the lowest socioeconomic quintile (AOR 1.79, 95% CI 1.45 to 2.21) and born with low birth weight (AOR 1.52, 95% CI 1.11 to 2.08) were significantly associated with a single form of undernutrition. Parental education, father's occupation, children's age and birth order were the differentiating risk factors for multiple concurrent forms and single form of undernutrition. CONCLUSION One-fifth of children under 5 years of age are suffering multiple concurrent forms of undernutrition, which is similar to the numbers suffering the single form. Parental education, father's occupation, children's age and birth order disproportionately affect the multiple concurrent forms and single form of undernutrition, which should be considered to formulate an evidence-based strategy for reducing undernutrition among these children.
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Affiliation(s)
| | - Hafiz T A Khan
- College of Nursing, Midwifery and Healthcare, University of West London, Brentford, London, UK
| | - Mamunur Rashid
- Department of Public Health and Sports Sciences, University of Gävle, Gavle, Gävleborg, Sweden
| | - Russell Kabir
- School of Allied Health, Faculty of Health, Education, Medicine, and Social Care, Anglia Ruskin University, Chelmsford, London, UK
| | - Sazin Islam
- Department of Public Health, First Capital University of Bangladesh, Chuadanga, Bangladesh
| | - Md Shariful Islam
- Department of Public Health, First Capital University of Bangladesh, Chuadanga, Bangladesh
| | - Manzur Kader
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Trends of Stunting Prevalence and Its Associated Factors among Nigerian Children Aged 0-59 Months Residing in the Northern Nigeria, 2008-2018. Nutrients 2021; 13:nu13124312. [PMID: 34959864 PMCID: PMC8708583 DOI: 10.3390/nu13124312] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 11/26/2021] [Indexed: 01/31/2023] Open
Abstract
Every year in Nigeria, malnutrition contributes to more than 33% of the deaths of children below 5 years, and these deaths mostly occur in the northern geopolitical zones (NGZs), where nearly 50% of all children below 5 years are stunted. This study examined the trends in the prevalence of stunting and its associated factors among children aged 0-23 months, 24-59 months and 0-59 months in the NGZs. The data of 33,682 recent live births in the NGZs, extracted from the Nigeria Demographic and Health Surveys from 2008 to 2018, were used to investigate the factors associated with stunting using multilevel logistic regression. Children aged 24-59 months reported the highest prevalence of stunting, with 53.3% (95% confidence interval: 52.0-54.6%). Multivariable analyses revealed four common factors that increased the odds of a child's stunting across all age subgroups: poor households, geopolitical zone (northwest or northeast), being a male and maternal height (<145 cm). Interventional strategies focused on poverty mitigation through cash transfer and educating low socioeconomic mothers on the benefits of gender-neutral supplementary feeding and the timely monitoring of the offspring of short mothers would substantially reduce stunting across all age subgroups in the NGZs.
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Anik AI, Chowdhury MRK, Khan HTA, Mondal MNI, Perera NKP, Kader M. Urban-rural differences in the associated factors of severe under-5 child undernutrition based on the composite index of severe anthropometric failure (CISAF) in Bangladesh. BMC Public Health 2021; 21:2147. [PMID: 34814880 PMCID: PMC8611976 DOI: 10.1186/s12889-021-12038-3] [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: 04/07/2021] [Accepted: 10/15/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction Severe undernutrition among under-5 children is usually assessed using single or conventional indicators (i.e., severe stunting, severe wasting, and/or severe underweight). But these conventional indicators partly overlap, thus not providing a comprehensive estimate of the proportion of malnourished children in the population. Incorporating all these conventional nutritional indicators, the Composite Index of Severe Anthropometric Failure (CSIAF) provides six different undernutrition measurements and estimates the overall burden of severe undernutrition with a more comprehensive view. This study applied the CISAF indicators to investigate the prevalence of severe under-5 child undernutrition in Bangladesh and its associated socioeconomic factors in the rural-urban context. Methods This study extracted the children dataset from the 2017–18 Bangladesh Demographic Health Survey (BDHS), and the data of 7661 children aged under-5 were used for further analyses. CISAF was used to define severe undernutrition by aggregating conventional nutritional indicators. Bivariate analysis was applied to examine the proportional differences of variables between non-severe undernutrition and severe undernutrition group. The potential associated socioeconomic factors for severe undernutrition were identified using the adjusted model of logistic regression analysis. Results The overall prevalence of severe undernutrition measured by CISAF among the children under-5 was 11.0% in Bangladesh (rural 11.5% vs urban 9.6%). The significant associated socioeconomic factors of severe undernutrition in rural areas were children born with small birth weight (AOR: 2.84), children from poorest households (AOR: 2.44), and children aged < 36 months, and children of uneducated mothers (AOR: 2.15). Similarly, in urban areas, factors like- children with small birth weight (AOR: 3.99), children of uneducated parents (AOR: 2.34), poorest households (APR: 2.40), underweight mothers (AOR: 1.58), mothers without postnatal care (AOR: 2.13), and children’s birth order ≥4 (AOR: 1.75), showed positive and significant association with severe under-5 undernutrition. Conclusion Severe undernutrition among the under-5 children dominates in Bangladesh, especially in rural areas and the poorest urban families. More research should be conducted using such composite indices (like- CISAF) to depict the comprehensive scenario of severe undernutrition among the under-5 children and to address multi-sectoral intervening programs for eradicating severe child undernutrition. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-021-12038-3.
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Affiliation(s)
- Asibul Islam Anik
- Department of Public Health and Informatics, Bangabandhu Sheikh Mujib Medical University (BSMMU), Shahbag, Dhaka, Bangladesh.,Department of Research and Evaluation, SAJIDA Foundation, Gulshan-1, Dhaka, Bangladesh
| | | | - Hafiz T A Khan
- College of Nursing, Midwifery and Healthcare, University of West London, London, UK
| | - Md Nazrul Islam Mondal
- Department of Population Science and Human Resource Development, University of Rajshahi, Rajshahi, Bangladesh
| | - Nirmala K P Perera
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, UK.,Unit of Physiotherapy, Department of Health, Medicine and Caring Sciences (HMV), Linköping University, Linköping, Sweden
| | - Manzur Kader
- Unit of Occupational Medicine, Institute of Environmental Medicine
- Karolinska Institutet, Solnavägen 4, Torsplan floor 10, 113 65, Stockholm, Sweden.
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Mulyaningsih T, Mohanty I, Widyaningsih V, Gebremedhin TA, Miranti R, Wiyono VH. Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia. PLoS One 2021; 16:e0260265. [PMID: 34797892 PMCID: PMC8604318 DOI: 10.1371/journal.pone.0260265] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 11/06/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Stunting is still a major public health problem in low- and middle-income countries, including Indonesia. Previous studies have reported the complexities associated with understanding the determinants of stunting. This study aimed to examine the household-, subdistrict- and province-level determinants of stunting in Indonesia using a multilevel hierarchical mixed effects model. METHODS We analyzed data for 8045 children taken from the 2007 and 2014 waves of the Indonesian Family and Life Surveys (IFLS). We included individual-, family-/household- and community-level variables in the analyses. A multilevel mixed effects model was employed to take into account the hierarchical structure of the data. Moreover, the model captured the effect of unobserved household-, subdistrict- and province-level characteristics on the probability of children being stunted. RESULTS Our findings showed that the odds of childhood stunting vary significantly not only by individual child- and household-level characteristics but also by province- and subdistrict-level characteristics. Among the child-level covariates included in our model, dietary habits, neonatal weight, a history of infection, and sex significantly affected the risk of stunting. Household wealth status and parental education are significant household-level covariates associated with a higher risk of stunting. Finally, the risk of stunting is higher for children living in communities without access to water, sanitation and hygiene. CONCLUSIONS Stunting is associated with not only child-level characteristics but also family- and community-level characteristics. Hence, interventions to reduce stunting should also take into account family and community characteristics to achieve effective outcomes.
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Affiliation(s)
- Tri Mulyaningsih
- Department of Economics, Faculty of Economics and Business, Universitas Sebelas Maret, Surakarta, Central Java, Indonesia
| | - Itismita Mohanty
- Health Research Institute, University of Canberra, Canberra, Australia
| | - Vitri Widyaningsih
- Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Central Java, Indonesia
| | - Tesfaye Alemayehu Gebremedhin
- Canberra School of Politics, Economics and Society, Faculty of Business, Government and Law, University of Canberra, Canberra, Australia
| | - Riyana Miranti
- Canberra School of Politics, Economics and Society, Faculty of Business, Government and Law, University of Canberra, Canberra, Australia
| | - Vincent Hadi Wiyono
- Department of Economics, Faculty of Economics and Business, Universitas Sebelas Maret, Surakarta, Central Java, Indonesia
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Verma P, Prasad JB. Stunting, wasting and underweight as indicators of under-nutrition in under five children from developing Countries: A systematic review. Diabetes Metab Syndr 2021; 15:102243. [PMID: 34403951 DOI: 10.1016/j.dsx.2021.102243] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/03/2021] [Accepted: 08/05/2021] [Indexed: 12/28/2022]
Abstract
BACKGROUND AND AIMS To compute reliable estimates of stunting, wasting and underweight along with their determinants in under 5 children from Developing Countries. METHODS Out of 190 studies on under-nutrition, accessed from PubMed and Google database, 24 studies meeting the selection criteria were considered for meta-analysis. RESULTS Overall estimate of prevalence of stunting, wasting and underweight were 43.4%, 17.8% and 35.5% respectively. Mother's education, BMI, height, wealth index, child birth-weight and sex were factors significantly associated with stunting, wasting and underweight. CONCLUSIONS Prevalence of stunting, wasting and underweight in Developing Countries were quite high. To carry-out differentials of under-nutrition between countries and ways of its reduction, more such studies are required.
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Affiliation(s)
- Pradyuman Verma
- Department of Epidemiology and Biostatistics, K.L.E. Academy of Higher Education & Research, Belagavi, Karnataka, 590010, India.
| | - Jang Bahadur Prasad
- Department of Epidemiology and Biostatistics, K.L.E. Academy of Higher Education & Research, Belagavi, Karnataka, 590010, India.
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Bekele T, Rawstorne P, Rahman B. Trends in child growth failure among children under five years of age in Ethiopia: Evidence from the 2000 to 2016 Demographic and Health Surveys. PLoS One 2021; 16:e0254768. [PMID: 34351913 PMCID: PMC8341490 DOI: 10.1371/journal.pone.0254768] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 07/04/2021] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION In a majority of low- and middle-income countries (LMICs), levels of child growth failure (CGF) have steadily declined since 2000. However, some countries show a different trend. Despite continued investment from the government of Ethiopia as well as donors, CGF levels are still high in Ethiopia. This study aimed to assess trends in CGF and associated sociodemographic, economic and water, sanitation, and hygiene (WASH) factors from 2000 to 2016 in Ethiopia. METHODS Data were taken from four rounds of the Ethiopia Demographic and Health Survey (EDHS). Children aged between 0 to 59 months were included. CGF indicators were categorised based on height-for-age z-score (HAZ) < -2 Standard deviation (SD), weight-for-age z-score (WAZ) < -2 SD and weight-for-height z-score (WHZ) < -2 SD. CGF trends were estimated for predicted probabilities and odds ratios (ORs) between 2000 and 2016. RESULTS A total sample size of 31978 for HAZ, 32045 for WAZ and 32246 for WHZ were included in the current study. Stunting decreased from an adjusted odds ratio (AOR) = 0.77 (95% CI: 0.67 to 0.88) in 2005 to an AOR = 0.45 (95% CI: 0.39 to 0.53) in 2016 compared with the year 2000. Compared with data in 2000, underweight decreased from an AOR of 0.70 (95% CI: 0.61 to 0.80) in 2005 to an AOR of 0.43 (95% CI: 0.36 to 0.50) in 2016. Wasting declined from an AOR of 0.91 (95% CI: 0.75 to 1.10) in 2005 to an AOR of 0.76 (95% CI: 0.61 to 0.94) in 2016, compared with data in 2000. CONCLUSIONS Between 2000 to 2016, there was a decline in CGF levels albeit the levels are still relatively high compared with the World Health Organization (WHO) cut-off levels for public health concern. Observed rates of change varied across sociodemographic, economic and WASH factors which suggest that interventions tailored towards addressing the imbalances across those factors are required.
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Affiliation(s)
- Tolesa Bekele
- School of Population Health, University of New South Wales, Sydney, Australia
- Department of Public Health, College of Medicine and Health Sciences, Ambo University, Oromia, Ethiopia
- * E-mail:
| | - Patrick Rawstorne
- School of Population Health, University of New South Wales, Sydney, Australia
| | - Bayzidur Rahman
- Kirby Institute, University of New South Wales, Sydney, Australia
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Muche A, Dewau R. Severe stunting and its associated factors among children aged 6-59 months in Ethiopia; multilevel ordinal logistic regression model. Ital J Pediatr 2021; 47:161. [PMID: 34311750 PMCID: PMC8314542 DOI: 10.1186/s13052-021-01110-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 06/28/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In Ethiopia, stunting is the most common form of undernutriton. Identifying the determinants of severe stunting among children is crucial for public health interventions to improve child health. Therefore, this study aimed to identify the determinants of severe stunting among under-five children in Ethiopia. METHODS A community-based cross-sectional study design was employed. A two stage stratified cluster sampling technique was used. A multilevel ordinal logistic regression model was fitted to identify independent determinants. Adjusted odds ratio (AOR) and median odds ratio (MOR) with its 95% confidence interval at p-value< 0.05 were used to declare statistical significance. RESULTS The result of this study showed that about 18% of the children were severely stunted. Being male increased the severity of stunting in children by 26% adjusted odds ratio (AOR): 1.26 (95% CI: 1.09-1.46), compared to female sex; over-weight mothers increased the severity of stunting in their children AOR: 3.43 (95% CI: 2.21-5.33) compared to normal BMI mothers; and children from middle, poorer, and poorest wealth index households were 1.84 (95% CI:1.27-2.67), 2.13 (95% CI, CI:1.45-3.14) and 2.52 (95% CI,1.72-3.68). In contrast, severe stunting was reduced by 62% (AOR: 0.38, 95% CI: 0.20-0.74) and 48% (AOR = 0.52, 95% CI: 0.37-0.72) in children of educated mothers compared to children of uneducated mothers and children of underweight mothers compared with those children of normal BMI mothers respectively. For each one-unit increase in maternal height, there is a 5% significant reduction in the child's odds of being severely stunted. After controlling for other factors, the effect of predictors on the likelihood of stunting in high risk clusters increased by a median odds ratio (MOR) of 1.83 (95% CI: 1.69-2.00). CONCLUSIONS The magnitude of severe childhood stunting was still high with regional variation in Ethiopia. Child age, sex, maternal height, age, education and household wealth index as well as administrative regions were significantly associated factors with severe stunting. Significant interventions shall be implemented at the individual, household and community levels in order to reduce the problem.
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Affiliation(s)
- Amare Muche
- School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
| | - Reta Dewau
- School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
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Mapping Geographical Differences and Examining the Determinants of Childhood Stunting in Ethiopia: A Bayesian Geostatistical Analysis. Nutrients 2021; 13:nu13062104. [PMID: 34205375 PMCID: PMC8234472 DOI: 10.3390/nu13062104] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/06/2021] [Accepted: 06/16/2021] [Indexed: 01/08/2023] Open
Abstract
Understanding the specific geographical distribution of stunting is essential for planning and implementing targeted public health interventions in high-burdened countries. This study investigated geographical variations in the prevalence of stunting sub-nationally, and the determinants of stunting among children under 5 years of age in Ethiopia. We used the 2016 Ethiopia Demographic and Health Survey (EDHS) dataset for children aged 0–59 months with valid anthropometric measurements and geographic coordinates (n = 9089). We modelled the prevalence of stunting and its determinants using Bayesian geospatially explicit regression models. The prevalence of stunting among children under five years was 36.3% (95% credible interval (CrI); 22.6%, 51.4%) in Ethiopia, with wide variations sub-nationally and by age group. The prevalence of childhood stunting ranged from 56.6% (37.4–74.6%) in the Mekelle Special zone of the Tigray region to 25.5% (10.5–48.9%) in the Sheka zone of the Southern Nations, Nationalities and Peoples region. Factors associated with a reduced likelihood of stunting in Ethiopia included non-receipt of breastmilk, mother’s BMI (overweight/obese), employment status (employed), and higher household wealth, while the enablers were residence in the “arid” geographic areas, small birth size of the child, and mother’s BMI (underweight). The prevalence and determinants of stunting varied across Ethiopia. Efforts to reduce the burden of childhood stunting should consider geographical heterogeneity and modifiable risk factors.
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Muche A, Melaku MS, Amsalu ET, Adane M. Using geographically weighted regression analysis to cluster under-nutrition and its predictors among under-five children in Ethiopia: Evidence from demographic and health survey. PLoS One 2021; 16:e0248156. [PMID: 34019545 PMCID: PMC8139501 DOI: 10.1371/journal.pone.0248156] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 02/20/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Malnutrition among under-five children is a common public health problem and it is one of the main cause for the mortality of under-five children in developing countries, including Ethiopia. Therefore, lack of evidence about geographic heterogeneity and predictors of under-nutrition hinders for evidence-based decision-making process for the prevention and control programs of under-nutrition in Ethiopia. Thus, this study aimed to address this gap. METHODS The data were obtained from the Ethiopian Demographic and Health Survey (EDHS) 2016. A total of 9,384 under-five children nested in 645 clusters were included with a stratified two-stage cluster sampling. ArcGIS version 10.5 software was used for global, local and ordinary least square analysis and mapping. The spatial autocorrelation (Global Moran's I) statistic was held in order to assess the pattern of wasting, stunting, and underweight whether it was dispersed, clustered, or randomly distributed. In addition, a Bernoulli model was used to analyze the purely spatial cluster detection of under-nutrition indicators through SaTScan version 9.6 software. Geographically weighted regression (GWR) version 4.0 software was used to model spatial relationships in the GWR analysis. Finally, a statistical decision was made at p-value<0.05 with 95%CI for ordinary least square analysis and geographically weighted regression. MAIN FINDINGS Childhood under-nutrition showed geographical variations at zonal levels in Ethiopia. Accordingly, Somali region (Afder, Gode, Korahe, Warder Zones), Afar region (Zone 2), Tigray region (Southern Zone), and Amhara region (Waghmira Zones) for wasting, Amhara region (West Gojam, Awi, South Gondar, and Waghmira Zones) for stunting and Amhara region (South Wollo, North Wollo, Awi, South Gondar, and Waghmira zones), Afar region (Zone 2), Tigray region (Eastern Zone, North Western Zone, Central Zone, Southern Zone, and Mekele Special Zones), and Benshangul region (Metekel and Assosa Zones) for underweight were detected as hot spot (high risk) regions. In GWR analysis, had unimproved toilet facility for stunting, wasting and underweight, father had primary education for stunting and wasting, father had secondary education for stunting and underweight, mothers age 35-49 years for wasting and underweight, having female children for stunting, having children eight and above for wasting, and mother had primary education for underweight were significant predictors at (p<0.001). CONCLUSIONS Our study showed that the spatial distribution of under-nutrition was clustered and high-risk areas were identified in all forms of under-nutrition indicators. Predictors of under-nutrition were identified in all forms of under-nutrition indicators. Thus, geographic-based nutritional interventions mainly mobilizing additional resources could be held to reduce the burden of childhood under-nutrition in hot spot areas. In addition, improving sanitation and hygiene practice, improving the life style of the community, and promotion of parent education in the identified hot spot zones for under-nutrition should be more emphasized.
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Affiliation(s)
- Amare Muche
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Science, Wollo University, Dessie, Ethiopia
| | - Mequannent Sharew Melaku
- Department of Health Informatics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Erkihun Tadesse Amsalu
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Science, Wollo University, Dessie, Ethiopia
| | - Metadel Adane
- Department of Environmental Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
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Tesema GA, Yeshaw Y, Worku MG, Tessema ZT, Teshale AB. Pooled prevalence and associated factors of chronic undernutrition among under-five children in East Africa: A multilevel analysis. PLoS One 2021; 16:e0248637. [PMID: 33765094 PMCID: PMC7993805 DOI: 10.1371/journal.pone.0248637] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Accepted: 03/01/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Childhood undernutrition is the leading cause of under-five mortality and morbidity in the world particularly in East African countries. Although there are studies on child undernutrition in different East African countries, our search of the literature revealed that there is limited evidence of a pooled analysis of these studies. Therefore, this study aimed to investigate the pooled prevalence and associated factors of chronic undernutrition (i.e. stunting) among under-five children in East Africa. METHODS A pooled analysis of the Demographic and Health Surveys (DHSs) in 12 East African countries was conducted. A total weighted sample of 79744 under-five children was included in the study. Mixed-effect logistic regression analysis was used to identify significant factors associated with chronic undernutrition since the DHS data has a hierarchical structure. The intra-class correlation coefficient (ICC), Median Odds Ratio (MOR), Likelihood Ratio (LR)-test, and deviance was used for model comparison. Variables with p-value <0.2 in the bivariable mixed-effect logistic regression analysis were considered for the multivariable analysis. In the multivariable multilevel analysis model, the Adjusted Odds Ratio (AOR) with the 95% Confidence Interval (CI) were reported for significant factors. RESULTS The pooled prevalence of chronic undernutrition among underfive children in East Africa was 33.3% (95% CI: 32.9%, 35.6%) ranging from 21.9% in Kenya to 53% in Burundi. Children whose mothers lived in rural area (AOR = 1.11, 95% CI: 1.06, 1.16), born to mother who had no formal education (AOR = 1.42, 95% CI: 1.34, 1.50) and primary education (AOR = 1.37, 95% CI: 1.31, 1.44), being in poor household (AOR = 1.66, 95% CI: 1.58, 1.74), and middle household (AOR = 1.42, 95% CI: 1.35, 1.49), child aged 36-48 months (AOR = 1.09, 95% CI: 1.04, 1.14), being male (AOR = 1.19, 95% CI: 1.15, 1.23), 2nd - 4th birth order (AOR = 1.08, 95% CI: 1.03, 1.13), and above 4th 1.27 (AOR = 1.27, 95% CI: 1.19, 1.35), home delivery 1.09 (AOR = 1.09, 95% CI: 1.05, 1.13), small size at birth (AOR = 1.35, 95% CI: 1.29, 1.40) and being multiple births (AOR = 1.98, 95% CI: 1.81, 2.17) were associated with increased odds of stunting. While, antenatal care visit (AOR = 0.89, 95% CI: 0.86, 0.93), mothers aged 25-34 (AOR = 0.83, 95% CI: 0.79, 0.86) and ≥ 35 years (AOR = 0.76, 95% CI: 0.72, 0.81), large size at birth (AOR = 0.85, 95% CI: 0.81, 0.88), and family size >8 (AOR = 0.92, 95% CI: 0.87, 0.98) were associated with decreased odds of stunting. CONCLUSION The study revealed that stunting among under-five children remains a major public health problem in East Africa. Therefore, to improve child nutrition status the governmental and non-governmental organizations should design public health interventions targeting rural residents, and the poorest households. Furthermore, enhancing health facility delivery, ANC visit, and maternal health education is vital for reducing child chronic undernutrition.
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Affiliation(s)
- Getayeneh Antehunegn Tesema
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
- * E-mail:
| | - Yigizie Yeshaw
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
- Department of Human Physiology, School of Medicine, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Misganaw Gebrie Worku
- Department of Human Anatomy, School of Medicine, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Zemenu Tadesse Tessema
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Achamyeleh Birhanu Teshale
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
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Wali N, Agho KE, Renzaho AM. Factors Associated with Stunting among Children under 5 Years in Five South Asian Countries (2014-2018): Analysis of Demographic Health Surveys. Nutrients 2020; 12:E3875. [PMID: 33352949 PMCID: PMC7767090 DOI: 10.3390/nu12123875] [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] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 12/11/2020] [Accepted: 12/15/2020] [Indexed: 12/21/2022] Open
Abstract
South Asia continues to be the global hub for child undernutrition with 35% of children still stunted in 2017. This paper aimed to identify factors associated with stunting among children aged 0-23 months, 24-59 months, and 0-59 months in South Asia. A weighted sample of 564,518 children aged 0-59 months from the most recent Demographic and Health Surveys (2014-2018) was combined of five countries in South Asia. Multiple logistic regression analyses that adjusted for clustering and sampling weights were used to examine associated factors. The common factors associated with stunting in three age groups were mothers with no schooling ([adjusted odds ratio (AOR) for 0-23 months = 1.65; 95% CI: (1.29, 2.13)]; [AOR for 24-59 months = AOR = 1.46; 95% CI: (1.27, 1. 69)] and [AOR for 0-59 months = AOR = 1.59; 95% CI: (1.34, 1. 88)]) and maternal short stature (height < 150 cm) ([AOR for 0-23 months = 2.00; 95% CI: (1.51, 2.65)]; [AOR for 24-59 months = 3.63; 95% CI: (2.87, 4.60)] and [AOR for 0-59 months = 2.87; 95% CI: (2.37, 3.48)]). Study findings suggest the need for a balanced and integrated nutrition strategy that incorporates nutrition-specific and nutrition-sensitive interventions with an increased focus on interventions for children aged 24-59 months.
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Affiliation(s)
- Nidhi Wali
- School of Social Sciences, Western Sydney University, Locked Bag 1797, Penrith, NSW 2751, Australia;
| | - Kingsley E. Agho
- School of Health Sciences, Western Sydney University, Campbelltown Campus, Locked Bag 1797, Penrith, NSW 2571, Australia;
- African Vision Research Institute, University of KwaZulu-Natal, Westville Campus, Durban 3629, South Africa
| | - Andre M.N. Renzaho
- School of Social Sciences, Western Sydney University, Locked Bag 1797, Penrith, NSW 2751, Australia;
- Translational Health Research Institute, Western Sydney University, Locked Bag 1797, Penrith, NSW 2571, Australia
- Maternal, Child and Adolescent Health Program, Burnet Institute, Melbourne 3004, Australia
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Blankenship JL, Cashin J, Nguyen TT, Ip H. Childhood stunting and wasting in Myanmar: Key drivers and implications for policies and programmes. MATERNAL & CHILD NUTRITION 2020; 16 Suppl 2:e12710. [PMID: 32835450 PMCID: PMC7591306 DOI: 10.1111/mcn.12710] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 09/23/2018] [Accepted: 09/25/2018] [Indexed: 11/30/2022]
Abstract
Child undernutrition is a public health and development problem in Myanmar that is jeopardizing children's physical and cognitive development and the country's social and economic progress. We identified key drivers of child stunting (low height-for-age) and wasting (low weight-for-height) in a nationally representative sample (n = 3,981) of children 0-59 months of age. The national prevalence of child stunting and wasting was 28% and 7%, respectively. Boys were more likely to be stunted or wasted than girls. Older children 24-35 months were at the highest risk of stunting compared with children under 6 months (risk ratios [RR] 10.34; 95% CI [6.42, 16.65]) whereas the youngest, under 6 months, were at the highest risk of wasting compared with children 36-59 months (RR 2.04; 95% CI [1.16, 3.57]). Maternal height <145 cm (RR 5.10; 95% CI [3.15, 8.23]), perceived small child size at birth (RR 2.08; 95% CI [1.62, 2.69]), and not benefiting from institutional delivery (RR 1.52; 95% CI [1.24, 1.87]) were associated with an increased risk of child stunting, as were maternal occupation, unimproved household drinking water, living in delta, coastal or upland areas, and poorer household wealth index quintile. Increased risk of child wasting was associated with maternal underweight (RR 1.64; 95% CI [1.11, 2.42]) and open defecation (RR 1.91; 95% CI [1.25, 2.92]) as well as maternal occupation and residence in a coastal area. Our findings indicate that the key drivers of child undernutrition in Myanmar are multifaceted and start in utero. Investing in scaling-up multisectoral approaches that include nutrition-specific and nutrition-sensitive interventions with a focus on improving maternal nutrition is essential for reducing child undernutrition and contributing to further gains in the country's human and economic development.
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Laillou A, Gauthier L, Wieringa F, Berger J, Chea S, Poirot E. Reducing malnutrition in Cambodia. A modeling exercise to prioritize multisectoral interventions. MATERNAL & CHILD NUTRITION 2020; 16 Suppl 2:e12770. [PMID: 32835454 PMCID: PMC7591311 DOI: 10.1111/mcn.12770] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 11/16/2018] [Accepted: 12/12/2018] [Indexed: 12/31/2022]
Abstract
Undernutrition is a major contributor to child morbidity and mortality and poses a large burden to the economy, in Cambodia. This study explored factors contributing to child stunting and wasting and their regional inequalities among 1,938 Cambodian children aged 6-23.9 months. Data were drawn from a longitudinal study (year 2017) conducted in six districts of two north-eastern provinces and the capital and used as cross-sectional. Socio-demographic and household characteristics, children's feeding practices during the previous 24 hr, and children's length and weight measurements were collected. Gradient boosting models were used to calculate the contribution of determinants to child undernutrition whereas concentration index was used to assess the impact of those determinants on stunting and wasting inequalities among socioeconomic groups. It was found that low-household wealth could predict 21% to 45% of child stunting and 23% to 36% of wasting across regions. After wealth, source and treatment of drinking water were found the second major predictor for stunting (15%) and wasting (21%). Combining child nutrition and household water, sanitation and hygiene indicators predicted around 30% of child undernutrition, either in the form of stunting or wasting. Mothers' education predicted >30% of stunting in the north-eastern region. Results highlight that a complex interplay of factors contributes to child stunting and wasting. An integrated, intersectoral, equity-focused approach that addresses children's dietary quality, household's water, sanitation and hygiene conditions, mother's education, and poverty is likely to yield the highest impact in achieving further gains in nutritional status among Cambodian children.
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Affiliation(s)
- Arnaud Laillou
- United Nations Children's Fund (UNICEF), Maternal, Newborn and Child Health and Nutrition sectionPhnom PenhCambodia
| | | | - Frank Wieringa
- Institute of Research for Development (IRD), UMR Nutripass IRD‐UM2‐UM1MontpellierFrance
| | - Jacques Berger
- Institute of Research for Development (IRD), UMR Nutripass IRD‐UM2‐UM1MontpellierFrance
| | - Samnang Chea
- Council of Agriculture and Development (CARD), Office of the Council of MinistersPhnom PenhCambodia
| | - Etienne Poirot
- United Nations Children's Fund (UNICEF), Maternal, Newborn and Child Health and Nutrition sectionPhnom PenhCambodia
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Eshete Tadesse S, Chane Mekonnen T, Adane M. Priorities for intervention of childhood stunting in northeastern Ethiopia: A matched case-control study. PLoS One 2020; 15:e0239255. [PMID: 32970709 PMCID: PMC7514084 DOI: 10.1371/journal.pone.0239255] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 09/02/2020] [Indexed: 12/03/2022] Open
Abstract
Background Stunting is a worldwide public health problem caused by factors that vary across regions, including in Ethiopia. Limited evidence to prevent stunting makes it difficult to design and prioritize appropriate interventions. Therefore, this study investigated the intervention priorities for the prevention of stunting among children 6–59 months old in Kemissie City Administration, northeastern Ethiopia. Methods A community-based individual matched case-control study was conducted from January to April 2017 including 107 cases and 214 controls. Controls were selected and matched with cases using the matching variable of child’s age. Data were collected by open data kit (ODK) software using a structured questionnaire. Data were analyzed using STATA version 13.0 and WHO (World Health Organization) Anthro 2005. A conditional logistic regression model was used for data analysis. From multivariable conditional logistic regression analysis, determinants of stunting were identified. A statistically significant level was declared by a conditional adjusted odds ratio (cAOR) with 95% confidence interval (CI) and p-value of less than 0.05. Main findings The wealth index 52 (48.6%) of the cases and 108 (50.5%) controls were categorized as poor. The mean height-for-age z-score (HAZ) for the cases and controls was -2.79±.67 and -0.55±.92, respectively. One-sixth (16.8%) of the cases and 29 (13.6%) of the controls were given prelacteal feeding. A majority 82 (86.9%) of the cases and 137 (69.1%) of the controls had undernourished mothers/care-givers. Slightly less than one-third 35 (32.7%) of cases and one-fourth 53 (24.8%) of controls were affected by repeated episodes of diarrhea. Mother’s body mass index (BMI) (conditional adjusted odds ratio [cAOR]) = 2.64; 95% CI: 1.28, 5.43), giving food priority to father (cAOR = 2.42; 95% CI: 1.23, 4.75), lack of exclusive breastfeeding for at least 6 months (cAOR = 2.44; 95% CI: 1.15, 5.17), no intake of meat by child (cAOR = 2.35; 95% CI: 1.21, 4.58) and child having repeated diarrheal episodes (cAOR = 2.0: 95% CI: 1.07, 3.86) were factors associated with childhood stunting. Conclusion Maternal nutritional status, food priority, duration of exclusive breastfeeding, no intake of meat and repeated episodes of diarrhea were the main determinants of stunting among children aged 6–59 months. Therefore, intervention measures to avert childhood stunting should include strengthening action on provision of essential nutrition, providing counseling to parents on giving food priority to children, promotion of optimal duration of breastfeeding and preventing diarrheal disease among children 6–59 months old.
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Affiliation(s)
- Sisay Eshete Tadesse
- Department of Nutrition, School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
| | - Tefera Chane Mekonnen
- Department of Nutrition, School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
| | - Metadel Adane
- Department of Environmental Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
- * E-mail:
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Conway K, Akseer N, Subedi RK, Brar S, Bhattarai B, Dhungana RR, Islam M, Mainali A, Pradhan N, Tasic H, Thakur DN, Wigle J, Maskey M, Bhutta ZA. Drivers of stunting reduction in Nepal: a country case study. Am J Clin Nutr 2020; 112:844S-859S. [PMID: 32889522 PMCID: PMC7487432 DOI: 10.1093/ajcn/nqaa218] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 07/09/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Chronic child malnutrition represents a serious global health concern. Over the last several decades, Nepal has seen a significant decline in linear growth stunting - a physical manifestation of chronic malnutrition - despite only modest economic growth and significant political instability. OBJECTIVE This study aimed to conduct an in-depth assessment of the determinants of stunting reduction in Nepal from 1996 to 2016, with specific attention paid to national-, community-, household-, and individual-level factors, as well as relevant nutrition-specific and -sensitive initiatives rolled out within the country. METHODS Using a mixed-methods approach, 4 types of inquiry were employed: 1) a systematic review of published peer-reviewed and gray literature; 2) retrospective quantitative data analyses using Demographic and Health Surveys from 1996 to 2016; 3) a review of key nutrition-specific and -sensitive policies and programs; and 4) retrospective qualitative data collection and analyses. RESULTS Mean height-for-age z-scores (HAZ) improved by 0.94 SDs from 1996 to 2016. Subnational variation and socioeconomic inequalities in stunting outcomes persisted, with the latter widening over time. Decomposition analysis for children aged under 5 y explained 90.9% of the predicted change in HAZ, with key factors including parental education (24.7%), maternal nutrition (19.3%), reduced open defecation (12.3%), maternal and newborn health care (11.5%), and economic improvement (9.0%). Key initiatives focused on decentralizing the health system and mobilizing community health workers to increase accessibility; long-standing nationwide provision of basic health interventions; targeted efforts to improve maternal and child health; and the prioritization of nutrition-sensitive initiatives by both government and donors. National and community stakeholders and mothers at village level highlighted a mixture of poverty reduction, access to health services, improved education, and increased access to water, sanitation, and hygiene as drivers of stunting reduction. CONCLUSIONS Improvements in both nutrition-specific and nutrition-sensitive sectors have been critical to Nepal's stunting decline, particularly in the areas of poverty reduction, health, education, and sanitation.
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Affiliation(s)
- Kaitlin Conway
- Centre for Global Child Health, Hospital for Sick Children, Toronto, Canada
| | - Nadia Akseer
- Centre for Global Child Health, Hospital for Sick Children, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | | | - Samanpreet Brar
- Centre for Global Child Health, Hospital for Sick Children, Toronto, Canada
| | | | | | - Muhammad Islam
- Centre for Global Child Health, Hospital for Sick Children, Toronto, Canada
| | | | | | - Hana Tasic
- Centre for Global Child Health, Hospital for Sick Children, Toronto, Canada
| | | | - Jannah Wigle
- Centre for Global Child Health, Hospital for Sick Children, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | | | - Zulfiqar A Bhutta
- Centre for Global Child Health, Hospital for Sick Children, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
- Center of Excellence in Women and Child Health, the Aga Khan University, Karachi, Pakistan
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Kunwar R, Vajdic CM, Muscatello DJ. Parental international migration is not associated with improved health care seeking for common childhood illnesses and nutritional status of young children left-behind in Nepal. Public Health 2020; 186:137-143. [PMID: 32836003 DOI: 10.1016/j.puhe.2020.06.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 06/21/2020] [Accepted: 06/24/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE To examine the impact of parental international migration on health care seeking for common childhood illnesses (diarrhoea, fever, and acute respiratory infections) and nutritional status (stunting, underweight and wasting) in young children in Nepal using the most recent nationally representative Multiple Indicator Cluster Survey. STUDY DESIGN Nationally representative cross-sectional survey. METHODS We used multiple logistic regression models to examine the association between parental international migration and the study outcomes adjusting for a range of potential confounders. RESULTS Of 5310 children, 23.5% had at least one parent living abroad. Health care for common childhood illnesses was sought for 52.1% (95% confidence interval [CI]: 45.0%-59.2%) and 47.0% (95% CI: 42.7%-51.1%) of children from migrant and non-migrant families, respectively. The prevalence of stunting, underweight and wasting among left-behind children were 35.3% (95% CI: 31.5%-39.1%), 28.3% (95% CI: 24.2%-32.2%) and 11.8% (95% CI: 8.8%-14.7%), respectively. In adjusted analyses, there were no statistically significant differences in health care seeking or nutritional status by parent's migration status. CONCLUSIONS Despite large economic benefits to Nepal due to international labour migration, we did not observe any apparent differences in young left-behind children in terms of seeking health care for common childhood illnesses or prevalence of under-nutrition. Longitudinal studies are needed to accurately measure whether migration has any substantial temporal effect on the nutritional status of young children or seeking for health care.
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Affiliation(s)
- R Kunwar
- School of Public Health and Community Medicine, University of New South Wales (UNSW), Sydney, Australia
| | - C M Vajdic
- Centre for Big Data Research in Health, University of New South Wales (UNSW), Sydney, Australia
| | - D J Muscatello
- School of Public Health and Community Medicine, University of New South Wales (UNSW), Sydney, Australia.
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Sumbele IUN, Asoba GN, Teh RN, Metuge S, Anchang-Kimbi JK, Nkuo-Akenji T. Burden of moderate to severe anaemia and severe stunting in children < 3 years in conflict-hit Mount Cameroon: a community based descriptive cross-sectional study. BMC Pediatr 2020; 20:396. [PMID: 32838765 PMCID: PMC7445924 DOI: 10.1186/s12887-020-02296-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 08/13/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Armed conflict is a significant social determinant of child health with nuanced effects. There is a dearth of knowledge on the public health issues facing vulnerable populations in conflict-stricken areas. The objective was to determine the prevalence and determinants of moderate to severe anaemia (MdSA) and severe stunting (SS) in children ≤3 years in conflict-hit Dibanda, Ekona and Muea in the Mount Cameroon area. METHODS Haematological parameters were obtained using an automated haematology analyser while undernutrition indices standard deviation (SD) scores (z- scores), were computed based on the WHO growth reference curves for 649 children in a community based cross-sectional study in 2018. Binomial logistic regression models were used to evaluate the determinants of MdSA and SS against a set of predictor variables. RESULTS Anaemia was prevalent in 84.0% (545) of the children with a majority having microcytic anaemia (59.3%). The prevalence of MdSA was 56.1% (364). Educational level of parents/caregiver (P < 0.001) and site (P = 0.043) had a significant negative effect on the occurrence of MdSA. Stunting, underweight and wasting occurred in 31.3, 13.1 and 6.3% of the children, respectively. Overall, SS was prevalent in 17.1% (111) of the children. The age groups (0.1-1.0 year, P = 0.042 and 1.1-2.0 years, P = 0.008), educational levels (no formal education, P < 0.001 and primary education P = 0.028) and SS (P = 0.035) were significant determinants of MdSA while MdSA (P = 0.035) was the only significant determinant of SS. On the contrary, age group 0.1-1 year (OR = 0.56, P = 0.043) and site (Dibanda, OR = 0.29, P = 0.001) demonstrated a significant protective effect against SS. CONCLUSIONS Moderate to severe anaemia, severe stunting and wasting especially in children not breastfed at all are public health challenges in the conflict-hit area. There is a need for targeted intervention to control anaemia as well as increased awareness of exclusive breast feeding in conflict-hit areas to limit the burden of wasting and stunting.
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Affiliation(s)
- Irene Ule Ngole Sumbele
- Department of Zoology and Animal Physiology, University of Buea, Buea, Cameroon
- Department of Microbiology and Immunology, Cornell College of Veterinary Medicine, Ithaca, New York USA
| | - Gillian Nkeudem Asoba
- Department of Zoology and Animal Physiology, University of Buea, Buea, Cameroon
- Department of Social Economy and Family Management, Higher Technical Teachers’ Training College, University of Buea, Kumba, Cameroon
| | - Rene Ning Teh
- Department of Zoology and Animal Physiology, University of Buea, Buea, Cameroon
- Department of Microbiology and Immunology, Cornell College of Veterinary Medicine, Ithaca, New York USA
| | - Samuel Metuge
- Department of Social Economy and Family Management, Higher Technical Teachers’ Training College, University of Buea, Kumba, Cameroon
| | | | - Theresa Nkuo-Akenji
- Department of Microbiology and Parasitology, University of Buea, Buea, SW Region Cameroon
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Socio-demographic risk factors for severe malnutrition in children aged under five among various birth cohorts in Bangladesh. J Biosoc Sci 2020; 53:590-605. [PMID: 32787991 DOI: 10.1017/s0021932020000425] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Tackling malnutrition is a major health priority for a developing country like Bangladesh. This study explored the differences in prevalence of having only one form, and multiple forms, of severe malnutrition (stunting, wasting and underweight) among under-5 children in Bangladesh, and aimed to identify the important factors affecting these. Data were extracted from the Bangladesh Demographic Health Surveys conducted in 2007, 2011 and 2014. The outcome measures were 'only one form' and 'multiple forms' of severe malnutrition in children aged under 5 years. A Chi-squared test was performed to find the association of outcome variables with selected socio-demographic factors and logistic regression models were applied to identify risk factors. A total of 19,874 children aged under 5 years were included in the analysis. The overall proportion with one form of severe child malnutrition was approximately 12%, and the proportion with multiple forms was 8%. Age, mother's education, father's occupation, mother currently working, watching television, source of water, solid waste used in cooking, intimate partner violence (IPV), wealth index, urban/rural place of residence and birth cohort were found to be significant factors for both having only one and having multiple forms of severe child malnutrition. Children with an uneducated mother of poor socioeconomic class had a higher risk of severe malnutrition. Children of fathers with a professional occupation were at lower risk of having multiple forms of severe malnutrition. The proportions of children aged under 5 years with one or multiple forms of severe malnutrition were shown to be high in Bangladesh. The prevention of malnutrition in the country should be seen as a significant public health issue and given top priority.
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