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Khan B, Hameed W, Avan BI. Behavioural Problems in Preadolescence: Does Nutritional Status Have a Role? Child Care Health Dev 2024; 50:e13328. [PMID: 39318201 DOI: 10.1111/cch.13328] [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: 12/28/2023] [Revised: 05/14/2024] [Accepted: 08/23/2024] [Indexed: 09/26/2024]
Abstract
INTRODUCTION Malnutrition in children and adolescents is a global issue particularly in low- and middle-income countries, while behavioural problems are becoming a growing public health concern in the area of child and adolescent mental health, with very few studies examining their association in preadolescence. This study aimed to assess the epidemiological relationship between malnutrition and behavioural problems in preadolescence. METHODS A school based, cross-sectional survey was conducted in Karachi, Pakistan. Total 660, 11- to 12-year-old preadolescents were selected from a middle-class, coeducational school chain. Sociodemographic questionnaires and an officially adapted version of Youth Self-Report Form (YSR), which is the child and adolescent reported version of the Child Behavior Checklist (CBCL), were used to collect data, along with anthropometric assessments following the WHO protocol. RESULTS Thin and stunted preadolescents had significantly higher odds of internalizing problems (AOR = 2.05, p = 0.003 and AOR = 2.09, p = 0.039, respectively) than normal ones. Overnutrition was not associated with any behavioural issues. According to the Composite Index of Anthropometric Failure, 40% of preadolescents had at least one type of malnutrition and among them about 3% had co-occurring malnutrition (stunted and thin or overweight). They significantly had higher risk of being associated with the internalizing problems (AOR 2.92, p = 0.027). The effect was considerably higher than that associated with stunted or thin only, highlighting the cumulative impact of the co-occurring malnutrition on the internalizing problems. CONCLUSION Our study concludes that overnutrition and undernutrition are prevalent in preadolescents, with significant association of undernutrition with internalizing problems. Moreover, our study is the first that reports that the co-occurrence of malnutrition is significantly associated with increased risk of internalizing problems. This study highlights the importance of the link between physical and mental health and emphasizes the need for holistic interventions and programmes for addressing preadolescents' issues.
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Affiliation(s)
- Bushra Khan
- Department of Psychology, Faculty of Arts & Social Sciences, University of Karachi, Karachi, Pakistan
| | - Waqas Hameed
- Department of Community Health Sciences, Aga Khan University, Karachi, Pakistan
| | - Bilal Iqbal Avan
- Department of Population Health, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
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Ijaiya MA, Anjorin S, Uthman OA. Income and education disparities in childhood malnutrition: a multi-country decomposition analysis. BMC Public Health 2024; 24:2882. [PMID: 39425063 PMCID: PMC11490161 DOI: 10.1186/s12889-024-20378-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 10/11/2024] [Indexed: 10/21/2024] Open
Abstract
INTRODUCTION Childhood malnutrition is a complex issue with a range of contributing factors. The consequences of malnutrition are severe, particularly for children. This study aims to identify the factors contributing to inequality gaps in childhood malnutrition. Our study provides insights into modifiable elements to inform interventions targeted at distinct contexts and populations to improve child nutrition. METHODS This study utilized data from the Demographic and Health Surveys (DHS) of 27 countries. First, the risk differences (RDs) between the prevalence of childhood malnutrition among the determinant variables, household income, and maternal education categories were calculated. The Blinder‒Oaxaca decomposition was subsequently used to determine the extent to which the difference in childhood malnutrition prevalence between low-income and high-income groups and maternal education levels results from the contributory effects of the explanatory variables: child and maternal individual-level compositional factors. RESULTS We examined data from 138,782 children in 27 countries from 2015 to 2020. The prevalence of childhood malnutrition (10.5%) varied across countries, ranging from 6.5% in Burundi to 29.5% in Timor Leste. On average, the prevalence of childhood malnutrition was 11.0% in low-income households and 10.7% among mothers without education. Some nations had pro-low-income (i.e., malnutrition concentrated among children from poor households) or pro-no-maternal education (i.e., malnutrition concentrated among children from mothers with no formal education) inequality in childhood malnutrition, but most did not. We found a complex interplay of compositional effects, such as the child's age, maternal education, maternal health behavior, and place of residence, that influence the inequality in childhood malnutrition rates across 10 pro-low-income countries. In addition, we also found that a complex mix of compositional effects, such as the household wealth index, maternal health behavior, and maternal age, contribute to childhood malnutrition inequality between educated and uneducated mothers across the 7 pro-no maternal education countries. CONCLUSION The prevalence of childhood malnutrition varies among low-income, high-income, and no maternal education-maternal education groups. This study highlights the need for a country-specific approach to addressing childhood malnutrition, with policies and interventions tailored to each country's specific context.
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Affiliation(s)
- Mukhtar A Ijaiya
- , Data-Lead Africa, 10th street, Bassan Plaza, Block F, 3rd floor, Central Business District, Abuja, Nigeria.
| | - Seun Anjorin
- Big Data Institute, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Olalekan A Uthman
- Warwick Centre for Global Health, Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK
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Al-Hatemi N, Al-Nawd E, Alosoufe L, Alhebshi H, Alhroub N, Alkhawaldeh A, Al-Bashtawy M, Saeed Y, Al-Arag J, Aqeel H, Al-Qahtani N, Al-Mezgagi A, Abdalrahim A. Exploring risk factors for undernutrition in children aged under five years in Yemen. Nurs Child Young People 2024:e1526. [PMID: 39370751 DOI: 10.7748/ncyp.2024.e1526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/08/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND Undernutrition is a global health concern, particularly in low-income countries, and can manifest as wasting, stunting and/or underweight. In Yemen, the recent armed conflict is likely to have significantly increased the incidence of undernutrition in young children, particularly those living in communities that were already experiencing socioeconomic and health disparities. AIM To explore the risk factors associated with wasting, stunting and underweight in children aged between six months and five years living in one district of Yemen. METHOD A cross-sectional study was conducted using a two-part questionnaire to collect anthropometric measurements and sociodemographic characteristics of children enrolled on an outpatient programme for undernourished children at three healthcare facilities in the Jiblah district, and of their families and households. RESULTS Of the 120 children included in the study, 58 (48%) had wasting, 27 (23%) had stunting and 35 (29%) were underweight. Risk factors for undernutrition included being under the age of three years, being a girl, having had a low birthweight, having siblings under the age of five years, having a mother who is a housewife, living in a household relying on unimproved sources of drinking water, living in a rural area, and living in a low-income household. CONCLUSION The nutritional status of children in Yemen is under continuing threat. The identification of risk factors for undernutrition may increase awareness of the issue and influence the policy decisions of the international community.
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Affiliation(s)
| | | | | | | | | | | | | | - Yaseen Saeed
- Jiblah University for Medical and Health Sciences, Yemen
| | - Jehan Al-Arag
- Jiblah University for Medical and Health Sciences, Yemen
| | - Hosam Aqeel
- Jiblah University for Medical and Health Sciences, Yemen
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Mansour M, Aboul-Enein BH, Dodge E, Benajiba N. Degree-Granting Nutrition Programs in the Republic of Yemen: A Status Report on Postsecondary Education. MEDICAL SCIENCE EDUCATOR 2022; 32:1273-1278. [PMID: 36193111 PMCID: PMC9517972 DOI: 10.1007/s40670-022-01643-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/20/2022] [Indexed: 06/16/2023]
Abstract
Yemen is noted as one of the most food-insecure countries in the Arab world coupled with high rates of malnutrition. To address the public health outcomes related to nutrition, trained nutrition professionals are needed. This report provides a snapshot of current nutrition-affiliated programs offered in postsecondary institutions in Yemen. Partnering with or creating independent organizations responsible for defining the scope of practice is warranted. Additionally, ensuring educational quality, program accreditation, and competence of graduating students and readiness to practice will be central to progressively moving Yemen's dietetics profession forward.
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Affiliation(s)
- Miral Mansour
- Applied Nutrition Graduate Program, College of Professional Studies, Northeastern University, 360 Huntington Ave., MA 02115 Boston, USA
| | - Basil H. Aboul-Enein
- Department of Health Science, College of Health & Wellness, Johnson & Wales University, 8 Abbott Park Place, Providence, RI 02903 USA
- London School of Hygiene & Tropical Medicine, Faculty of Public Health and Policy, 15-17 Tavistock Place, WC1H 9SH London, UK
| | - Elizabeth Dodge
- College of Graduate & Professional Studies, University of New England, 716 Stevens Ave., ME 04103 Portland, USA
| | - Nada Benajiba
- Nutritionist Consultant, Rue Gutenberg, Immeuble Omar Apprt. 17, Tangier, Morocco
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Breastfeeding Practices, Infant Formula Use, Complementary Feeding and Childhood Malnutrition: An Updated Overview of the Eastern Mediterranean Landscape. Nutrients 2022; 14:nu14194201. [PMID: 36235853 PMCID: PMC9572091 DOI: 10.3390/nu14194201] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/30/2022] [Accepted: 10/05/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND With increasing global rates of overweight, obesity and non-communicable diseases (NCDs) along with undernutrition and micronutrient deficiencies, the Eastern Mediterranean Region (EMR) is no exception. This review focuses on specific nutrition parameters among under five years children, namely ever breastfed, exclusive breastfeeding, mixed milk feeding, continued breastfeeding, bottle feeding, introduction of solid, semi-solid, or soft foods and malnutrition. METHODOLOGY PubMed, Google Scholar, United Nations International Children's Emergency Fund (UNICEF) databases, World Health Organization (WHO) databases, the World Bank databases and the Global Nutrition Report databases were explored between 10 January and 6 June 2022, to review the nutrition situation among under five years children in the EMR. RESULTS The regional average prevalence of ever breastfed, exclusive breastfeeding, mixed milk feeding, continued breastfeeding, bottle feeding, introduction of solid, semi-solid, or soft foods was estimated at 84.3%, 30.9%, 42.9%, 41.5%, 32.1% and 69.3%, respectively. Iran, Iraq, Libya and Palestine have seen a decline over time in the prevalence of exclusive breastfeeding. Lebanon, Egypt, Kuwait and Saudi Arabia reported early introduction of infant formula. Moreover, Lebanon, Pakistan, Saudi Arabia and United Arab Emirates were seen to introduce food early to the child, at between 4-6 months of age. The estimated weighted regional averages for stunting, wasting and underweight were 20.3%, 8.9% and 13.1%, respectively. Of concern is the increasing prevalence of stunting in Libya. As for overweight and obesity, the average prevalence was reported to be 8.9% and 3%, respectively. Lebanon, Libya, Kuwait and Palestine showed an increased trend throughout this time. CONCLUSIONS In this review, the suboptimal infant and young child feeding patterns and the twofold incidence of malnutrition in the EMR are highlighted and we urge the prioritizing of measures to improve children's nutrition.
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Alves RNP, de Vasconcelos CAC, Vieira NB, Pereira YTG, Feitosa PWG, Maia MAG, de Carvalho SMF, Neto MLR, de Menezes HL. The silence of the lambs: Child morbidity and mortality from malnutrition in Yemen. J Pediatr Nurs 2022; 65:e13-e14. [PMID: 34998655 DOI: 10.1016/j.pedn.2021.12.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 12/07/2021] [Indexed: 11/19/2022]
Abstract
More than 2.3 million children under the age of five in Yemen suffer from acute malnutrition. Approximately 450,000 are expected to suffer from severe acute malnutrition and may die if they do not receive urgent treatment. In this context, without security, stability, and better access for farmers to have the means to resume growing food, children and their families continue to sink deeper and deeper into hunger and malnutrition. As a result, malnourished children are more vulnerable to illnesses, including diarrhea, respiratory infections, and malaria, which are a major concern in Yemen. This situation is a vicious and often deadly cycle.
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Affiliation(s)
| | | | - Nélio Barreto Vieira
- Scientific Writing Laboratory, School of Medicine, Federal University of Cariri, Barbalha, Ceara, Brazil.
| | | | | | | | | | - Modesto Leite Rolim Neto
- Scientific Writing Laboratory, School of Medicine, Federal University of Cariri, Barbalha, Ceara, Brazil
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Hoteit M, Ibrahim C, Saadeh D, Al-Jaafari M, Atwi M, Alasmar S, Najm J, Sacre Y, Hanna-Wakim L, Al-Jawaldeh A. Correlates of Sub-Optimal Feeding Practices among under-5 Children amid Escalating Crises in Lebanon: A National Representative Cross-Sectional Study. CHILDREN (BASEL, SWITZERLAND) 2022; 9:817. [PMID: 35740754 PMCID: PMC9221782 DOI: 10.3390/children9060817] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 05/22/2022] [Accepted: 05/24/2022] [Indexed: 11/16/2022]
Abstract
Sub-optimal feeding practices among under-5 children are the major drivers of malnutrition. This study aims to assess the prevalence of malnutrition and the factors affecting exclusive breastfeeding, bottle feeding, and complementary feeding practices among under 5 children amid the COVID-19 pandemic as well as the economic and the political crises in Lebanon. A nationally representative stratified random sample of mother-child dyads (n = 511) was collected from households using a stratified cluster sampling design. The survey inquired about infant's feeding and complementary feeding practices using a valid questionnaire. Anthropometric measurements of the mother and child were collected. Multivariate logistic regression was conducted to explore the determinants associated with under-5 children's practices. The prevalence of underweight, stunting, wasting, overweight and obese children was 0.5%, 8.4%, 6.7%, 16.8% and 8.9%, respectively. In total, among under-5 children, the prevalence of ever breastfeeding, exclusive breastfeeding, and bottle feeding at birth was 95.1%, 59.1% and 25.8%, respectively. Half the children in this study started solid foods between 4 and 6 months. Regression analysis showed that supporting breastfeeding at hospital (aOR = 8.20, 95% CI (3.03-22.17)) and husband's support (aOR = 3.07, 95% CI (1.9-4.92)) were associated with increased breastfeeding odds. However, mother's occupation (aOR = 0.18, 95% CI (0.55-0.58)) was inversely associated with breastfeeding practices. Male children (aOR = 2.119, 95% CI (1.37-3.27), mothers diagnosed with COVID-19 (aOR = 0.58, 95% CI (0.35-0.95)), and bottle feeding at hospital (aOR = 0.5, 95% CI (0.32-0.77)) were more likely to induce early initiation of solid foods at 4 months of age. This study demonstrated non-negligible rates of malnutrition, low prevalence of exclusive breastfeeding, and high rates of early introduction of formula feeding and solid foods among Lebanese under-5-children amid escalating crises.
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Affiliation(s)
- Maha Hoteit
- Faculty of Public Health, Section 1, Lebanese University, Beirut 6573, Lebanon; (D.S.); (M.A.-J.); (M.A.); (S.A.); (J.N.)
- PHENOL Research Group (Public HEalth Nutrition prOgram Lebanon), Faculty of Public Health, Lebanese University, Beirut 6573, Lebanon;
- Lebanese University Nutrition Surveillance Center (LUNSC), Lebanese Food Drugs and Chemical Administrations, Lebanese University, Beirut 6573, Lebanon
| | - Carla Ibrahim
- PHENOL Research Group (Public HEalth Nutrition prOgram Lebanon), Faculty of Public Health, Lebanese University, Beirut 6573, Lebanon;
- Lebanese University Nutrition Surveillance Center (LUNSC), Lebanese Food Drugs and Chemical Administrations, Lebanese University, Beirut 6573, Lebanon
- Department of Nutrition and Food Sciences, Faculty of Arts and Sciences, Holy Spirit University of Kaslik (USEK), P.O. Box 446, Jounieh 1200, Lebanon;
| | - Danielle Saadeh
- Faculty of Public Health, Section 1, Lebanese University, Beirut 6573, Lebanon; (D.S.); (M.A.-J.); (M.A.); (S.A.); (J.N.)
- Faculty of Public Health, Section 2, Lebanese University, Beirut 6573, Lebanon
- INSPECT-LB (National Institute of Public Health, Clinical Epidemiology, and Toxicology), Beirut 00961, Lebanon
| | - Marwa Al-Jaafari
- Faculty of Public Health, Section 1, Lebanese University, Beirut 6573, Lebanon; (D.S.); (M.A.-J.); (M.A.); (S.A.); (J.N.)
| | - Marwa Atwi
- Faculty of Public Health, Section 1, Lebanese University, Beirut 6573, Lebanon; (D.S.); (M.A.-J.); (M.A.); (S.A.); (J.N.)
| | - Sabine Alasmar
- Faculty of Public Health, Section 1, Lebanese University, Beirut 6573, Lebanon; (D.S.); (M.A.-J.); (M.A.); (S.A.); (J.N.)
| | - Jessica Najm
- Faculty of Public Health, Section 1, Lebanese University, Beirut 6573, Lebanon; (D.S.); (M.A.-J.); (M.A.); (S.A.); (J.N.)
| | - Yonna Sacre
- Department of Nutrition and Food Sciences, Faculty of Arts and Sciences, Holy Spirit University of Kaslik (USEK), P.O. Box 446, Jounieh 1200, Lebanon;
| | - Lara Hanna-Wakim
- Department of Agricultural and Food Engineering, School of Engineering, Holy Spirit University of Kaslik (USEK), P.O. Box 446, Jounieh 1200, Lebanon;
| | - Ayoub Al-Jawaldeh
- World Health Organization Regional Office for the Eastern Mediterranean, Cairo 11371, Egypt;
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Shenavar R, Sajjadi SF, Farmani A, Zarmehrparirouy M, Azadbakht L. Improvement in Anthropometric Measurements of Malnourished Children by Means of Complementary Food and Nutritional Education in Fars Province, Iran: A Community-Based Intervention. Front Nutr 2022; 9:813449. [PMID: 35308266 PMCID: PMC8924542 DOI: 10.3389/fnut.2022.813449] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 01/21/2022] [Indexed: 11/14/2022] Open
Abstract
Background Childhood malnutrition could have adverse impacts on the growth of child and eventually on fertility and general economic growth, and still, this issue remains a worldwide priority and a concern. This study aimed to evaluate the effectiveness of the national nutritional interventions program on the improvement and nutritional status of malnourished children children aged 6–59 months. Methods This community-based intervention study was conducted with 1288 acute and moderately malnourished children aged 6–59 months referred to health centers. Children received combined nutritional education and counseling with the provision of affordable complementary food for 10 months. Anthropometric measurements were assessed monthly according to the standard protocols. Results Our results showed the reduction in the risk of malnutrition among children after nutritional interventions for weight-for-height (WHZ) (P < 0.001), height-for-age (HAZ) (P < 0.001), and weight-for-age (WAZ) (P = 0.008). Total malnourished children indicated improvement in HAZ (<-3 SD: OR = 1.10, P = 0.026), WAZ (<-2SD: OR = 1.21, P < 0.001; <-3SD: OR = 1.60, P < 0.001), and WHZ (<-3SD: OR = 1.10, P = 0.030). Controlling potential confounders (socioeconomic status, childrens' birth supine length, and weight) showed a significant amelioration in HAZ (<-2 SD: OR = 6.20, P = 0.020; <-3 SD: OR = 9, P = 0.003) and WAZ (<-2 SD: OR = 5.85, P = 0.010; <-3 SD: OR = 7.50, P = 0.004). In urban areas, significant amelioration was observed in HAZ (<-3 SD: OR = 1.22, P = 0.010) and WAZ (<-2 SD: OR = 1.24, P = 0.003; <-3 SD: OR = 1.64, P < 0.001). In rural, considerable amelioration was observed in WAZ (<-2 SD: OR = 1.20, P = 0.010; <-3 SD: OR = 1.50, P < 0.001) and WHZ (<-3 SD: OR = 1.20, P = 0.020). Conclusion Nutritional training and counseling as well as complementary food intervention among the malnourished children significantly improved the nutritional status of children. So community-based intervention is recommended to reduce the malnutrition among children.
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Affiliation(s)
- Razieh Shenavar
- Department of Community Nutrition, Shiraz University of Medical Science, Shiraz, Iran
- Department of Community Nutrition, School of Nutrition Sciences and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyedeh Forough Sajjadi
- Department of Community Nutrition, Shiraz University of Medical Science, Shiraz, Iran
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Azam Farmani
- Department of Community Nutrition, Shiraz University of Medical Science, Shiraz, Iran
| | - Mina Zarmehrparirouy
- Department of Community Nutrition, Shiraz University of Medical Science, Shiraz, Iran
| | - Leila Azadbakht
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
- *Correspondence: Leila Azadbakht
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Alves RNP, de Vasconcelos CAC, Vieira NB, Pereira YTG, Feitosa PWG, Maia MAG, de Carvalho SMF, Neto MLR, de Menezes HL, da Silva JIM, Lima NNR. Urgent call to action: Child rights and the state of child morbidity and mortality in Yemen. CHILD ABUSE & NEGLECT 2022; 125:105491. [PMID: 35065471 DOI: 10.1016/j.chiabu.2022.105491] [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: 12/07/2021] [Revised: 01/08/2022] [Accepted: 01/10/2022] [Indexed: 06/14/2023]
Abstract
More than 2.3 million children under the age of five in Yemen suffer from acute malnutrition. Approximately 450,000 are expected to suffer from severe acute malnutrition and may die if they do not receive urgent treatment. In this context, without security, stability, and better access for farmers to have the means to resume growing food, children and their families continue to sink deeper and deeper into hunger and malnutrition.
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Affiliation(s)
| | | | - Nélio Barreto Vieira
- Scientific Writing Laboratory, School of Medicine, Federal University of Cariri, Barbalha, Ceara, Brazil
| | | | | | | | | | - Modesto Leite Rolim Neto
- Scientific Writing Laboratory, School of Medicine, Federal University of Cariri, Barbalha, Ceara, Brazil.
| | | | - José Italo Monte da Silva
- Intensive Care at the Federal University of Vale do São Francisco-UNIVASF, Petrolina, Pernambuco, Brazil
| | - Nádia Nara Rolim Lima
- Graduate Program in Neuropsychiatry, Universidade Federal de Pernambuco - UFPE, Recife, Pernambuco, Brazil
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