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Ndagijimana, A., Wiklund, M. & Lind, T. (2027). Parental experiences and understandings of stunting in children aged 1–36 mo in the Northern Province of Rwanda. Nutrition, 153, Article ID 113411.
Open this publication in new window or tab >>Parental experiences and understandings of stunting in children aged 1–36 mo in the Northern Province of Rwanda
2027 (English)In: Nutrition, ISSN 0899-9007, E-ISSN 1873-1244, Vol. 153, article id 113411Article in journal (Refereed) Published
Abstract [en]

Objectives: Childhood stunting remains a major public health problem in the Northern Province of Rwanda, where approximately 27.1% of children aged 1–36 mo are stunted. While many risk factors have been documented, less is known about social and parenting processes in high-risk conditions of undernutrition for children. In this study, we aimed to explore parental experiences and understandings of the risk of childhood stunting in the Northern Province of Rwanda.

Methods: We conducted a qualitative study using focus group discussions with 120 parents—mothers and fathers separately—of children aged 1–36 mo across all five districts of the Northern Province of Rwanda. Data were analyzed using a reflexive thematic analysis approach.

Results: Parents described interconnected household and caregiving processes perceived to influence children’s nutrition and growth. Thematically, household power struggles and resource diversion, vulnerabilities during the first 1000 d, a paradox whereby food and livestock assets did not always benefit children, and fragile substitute care arrangements when mothers needed to go out for work highlighted how intrahousehold allocation of resources, caregiving practices, and competing economic priorities shaped children’s nutritional environments. The themes indicate that parents see intrahousehold resource allocation and caregiving as affecting the link between food resources and child growth.

Conclusions: Parents in Rwanda’s Northern Province see childhood growth as shaped by interconnected household power relations, caregiving, and resource allocation practices in the first 1000 d. Policies should provide more decision-making power and resources that benefit infants by promoting shared household decisions, empowering mothers, aligning livestock and market incentives with infant nutrition, and restoring reliable substitute care through public platforms.

Place, publisher, year, edition, pages
Elsevier, 2027
Keywords
Caregiving and household dynamics, Childhood stunting, First 1000 d, Qualitative research, Rwanda
National Category
Nutrition and Dietetics
Identifiers
urn:nbn:se:umu:diva-259512 (URN)10.1016/j.nut.2026.113411 (DOI)001890396600001 ()42804965 (PubMedID)2-s2.0-105051669649 (Scopus ID)
Available from: 2026-10-12 Created: 2026-10-12 Last updated: 2026-10-12Bibliographically approved
Ringlander, J., Andersson, M. E., Ndagijimana, A., Dusingizimana, T., Lind, T. & Elfving, K. (2026). Long-read sequencing of rectal swabs in Rwandan children shows links between gut microbiota composition and malnutrition-associated variables. Scientific Reports, 16(1), Article ID 29173.
Open this publication in new window or tab >>Long-read sequencing of rectal swabs in Rwandan children shows links between gut microbiota composition and malnutrition-associated variables
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2026 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 16, no 1, article id 29173Article in journal (Refereed) Published
Abstract [en]

Gut microbiome composition has been suggested as a factor in the development of malnutrition, which affects one fifth of all children. The microbiome is dependent on environmental and dietary factors, therefore studies on the gut microbiota diversity and relative abundance of bacteria in children with and without malnutrition in different geographical regions are needed. In this study, rectal swabs were collected from 134 Rwandan children 1–36 months of age with (n = 66) or without (n = 68) malnutrition. DNA was extracted from rectal swabs and the full 16S rRNA gene deep sequenced using Nanopore sequencing for analysis of the gut microbiota. Gut microbiota alpha diversity correlated positively with age (P < 0.0001). Neither alpha nor beta diversity differed between the study-defined malnourished and non-malnourished groups, however, participants with WAZ ≥ − 2 and < − 2 differed in beta diversity analysis (P = 0.02). The most abundant species, Peptostreptococcaceae bacterium oral taxon 929, showed an association with WAZ, in mean 18% and 9% relative abundance among those with WAZ ≥ − 2 and < − 2, respectively (p = 0.04). Results suggested that the gut microbiota might be associated with being underweight (WAZ < − 2), highlighting the need for future, larger studies of the gut microbiota in malnourished children.

Place, publisher, year, edition, pages
Nature Portfolio, 2026
Keywords
16S rRNA, Gut microbiota, Long-read sequencing, Malnutrition, Rwanda
National Category
Nutrition and Dietetics
Identifiers
urn:nbn:se:umu:diva-259325 (URN)10.1038/s41598-026-72042-8 (DOI)001879609200007 ()2-s2.0-105051347407 (Scopus ID)
Available from: 2026-10-05 Created: 2026-10-05 Last updated: 2026-10-05Bibliographically approved
Ndagijimana, A., Nduwayezu, G., Lind, T. & Mansourian, A. (2026). Machine learning techniques to model child low height-for-age in the northern province of Rwanda: the role of climatological and environmental factors and their interactions. Clinical Epidemiology and Global Health, 37, Article ID 102284.
Open this publication in new window or tab >>Machine learning techniques to model child low height-for-age in the northern province of Rwanda: the role of climatological and environmental factors and their interactions
2026 (English)In: Clinical Epidemiology and Global Health, E-ISSN 2213-3984, Vol. 37, article id 102284Article in journal (Refereed) Published
Abstract [en]

Objective: Childhood stunting is a significant health issue in Rwanda, particularly within the Northern Province. While demographic and socio-economic factors have been more extensively studied, the impact of environmental and climatic factors on stunting prevalence has received less attention. This study aimed to determine if these factors could be used to better predict localized variations in height-for-age z-scores (HAZ).

Study design: A population-based, cross-sectional study.

Methods: Data were collected on child and maternal characteristics, household socioeconomic status, climate, and environmental predictors. An eXtreme Gradient Boosting (XGBoost) algorithm was used, complemented by GeoShapley for spatial analyses, to explain the spatial variability between low height-for-age and its risk factors.

Results: The model performed well, with the coefficient of determination (R2) value of 0.83, the root mean standardized error (RMSE) of 0.13, and the mean absolute error (MAE) of 0.10. Key predictors of HAZ included rainfall, childcare practices, food insecurity, elevation, and soil fertility. Considering the location feature, environmental and climatic factors significantly contributed to the spatial variability in HAZ.

Conclusion: Many environmental, climatological, and socio-economic factors emerge as predictors for HAZ variability. It is essential to consider their complexity for comprehensive interventions targeting childhood stunting in Rwanda and similar settings.

Place, publisher, year, edition, pages
Elsevier, 2026
National Category
Epidemiology Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-249005 (URN)10.1016/j.cegh.2025.102284 (DOI)001665135900001 ()2-s2.0-105027443855 (Scopus ID)
Funder
Sida - Swedish International Development Cooperation Agency, 11277
Note

Available from: 2026-02-02 Created: 2026-02-02 Last updated: 2026-05-04Bibliographically approved
He, X., Zhang, Z., Johansson, U., Tancredi, D. J., Hernell, O., Lönnerdal, B., . . . Slupsky, C. M. (2026). Metabolic impact of reduced-protein Nordic diet-based complementary feeding: a secondary analysis of a randomized controlled study. American Journal of Clinical Nutrition, 123(4), Article ID 101238.
Open this publication in new window or tab >>Metabolic impact of reduced-protein Nordic diet-based complementary feeding: a secondary analysis of a randomized controlled study
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2026 (English)In: American Journal of Clinical Nutrition, ISSN 0002-9165, E-ISSN 1938-3207, Vol. 123, no 4, article id 101238Article in journal (Refereed) Published
Abstract [en]

Background: Protein intake among children in resource-rich countries often exceeds current recommendations. Higher protein consumption during infancy has been associated with an increased risk of obesity later in life.

Objectives: We conducted a secondary analysis of a randomized controlled trial where 250 infants were randomly assigned to receive either a protein-reduced Nordic diet or a conventional Swedish complementary diet. Our aims were to examine the metabolic responses to the intervention using plasma metabolomics and to test the pathways proposed by the Early Protein Hypothesis by linking cumulative protein intake to circulating branched-chain amino acids (BCAAs), insulin-like growth factor-1 (IGF-1), and growth outcomes using structural equation modeling (SEM).

Methods: Targeted proton nuclear magnetic resonance (1H-NMR) metabolomics was performed on plasma samples collected at 12 and 18 mo. Two SEM models were constructed: one modeled body weight and the other modeled BMI as growth outcomes using data collected up to age 18 mo. Model fit indices were assessed, and path diagrams were used to visualize relationships.

Results: The Nordic diet led to reduced-protein intake and a distinct infant plasma metabolomic profile. Circulating BCAAs and their catabolites were significantly lower in the reduced-protein Nordic diet compared with the conventional diet. Cumulative protein intake positively correlated with plasma IGF-1 concentrations {weight-based SEM: β = 0.40 [95% confidence interval (CI): 0.03, 0.48]; BMI-based SEM: β = 0.43 [95% CI: 0.05, 0.50]}. Plasma total BCAAs were positively associated with plasma IGF-1 levels [weight-based SEM: β = 0.16 (95% CI: 0.00, 0.76); BMI-based SEM: β = 0.17 (95% CI: 0.02, 0.78)]. After accounting for metabolite-mediated effects on IGF-1 and insulin, cumulative protein intake remained significantly associated with infant body weight [β=0.36 (95% CI: 0.02, 0.99)], but not BMI.

Conclusions: Complementary feeding during infancy substantially shapes the plasma metabolome. Reducing protein intake from complementary feeding helps attenuate rapid infant weight gain, a well-established early-life predictor of later obesity.

Place, publisher, year, edition, pages
Elsevier, 2026
Keywords
complementary feeding, Early Protein Hypothesis, infant, metabolomics, Nordic diet, plant-based food, structural equation modeling
National Category
Nutrition and Dietetics
Identifiers
urn:nbn:se:umu:diva-252199 (URN)10.1016/j.ajcnut.2026.101238 (DOI)001716551000001 ()41702471 (PubMedID)2-s2.0-105034970871 (Scopus ID)
Funder
Umeå UniversityRegion Västerbotten, VLL-644531Region Västerbotten, VLL-488901Region Västerbotten, VLL- 677921Region Västerbotten, VLL-761381
Available from: 2026-04-27 Created: 2026-04-27 Last updated: 2026-04-27Bibliographically approved
Ndagijimana, A., Ferreira, L. Z., Lind, T. & Barros, A. J. D. (2026). Socio-economic inequalities of childhood stunting in Rwanda: time trend analysis of demographic and health surveys, 2000 to 2019. Journal of Epidemiology and Global Health, 16(1), Article ID 73.
Open this publication in new window or tab >>Socio-economic inequalities of childhood stunting in Rwanda: time trend analysis of demographic and health surveys, 2000 to 2019
2026 (English)In: Journal of Epidemiology and Global Health, ISSN 2210-6006, E-ISSN 2210-6014, Vol. 16, no 1, article id 73Article in journal (Refereed) Published
Abstract [en]

Background: Childhood stunting, defined as a height-for-age Z-score below − 2 standard deviations, remains a major public health issue in Rwanda, with one in three children under-five affected. Although national prevalence of stunting has declined over the past two decades, less is known about how trends compare across population groups. This study assessed trends in childhood stunting inequalities in Rwanda from 2000 to 2019 using absolute and relative inequality measures across five equity dimensions (wealth, women’s education, place of residence, sex, and regions or provinces).

Methods: We analyzed data from five rounds of the Rwanda Demographic and Health Surveys (2000–2019). Stunting prevalence was disaggregated by wealth quintiles, women’s education, place of residence, child’s gender, and region/province. Absolute and relative inequality measures included the slope index of inequality (SII), concentration index (CIX), absolute difference, and the weighted mean difference to the mean (WMDM). Population attributable risk (PAR) and population attributable fraction (PAF) were estimated to assess public health impact.

Results: Stunting prevalence in Rwanda decreased by 31.0% from 2000 (47.9%) to 2019 (33.1%). However, inequalities widened, with faster progress among the wealthiest, reaching their peak in 2019 (SII = -41.7, CIX = -21.9). Women’s education inequalities persisted in favor of the highly educated (SII = − 29.7 and CIX worsening to -9.2 in 2019), urban areas (16-point absolute difference), and boys (7.8-point absolute difference). Regional disparities were relatively stable, with WMDM around 5.0% points, Kigali having the lowest rate. The measures of impact show wealth had the strongest effect, with a PAR of 23.2% points and PAF of 69.0%; respectively reflecting the amount of stunting rates that are attributable to being in the poorest categories and what could be eliminated if all children were in the wealthiest categories.

Conclusion: Despite overall national progress in reducing stunting, social and economic inequalities remained apparent and widened between 2000 and 2019. Children from the poorest households and those with less educated mothers remain disproportionately affected. To achieve the global nutrition target by 2030, Rwanda must strengthen equity-focused interventions to reach the most vulnerable groups.

Place, publisher, year, edition, pages
Springer Nature, 2026
Keywords
Childhood, Inequality, Nutrition, Rwanda, Socioeconomic, Stunting
National Category
Epidemiology Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-255438 (URN)10.1007/s44197-026-00566-3 (DOI)001795416100001 ()42056356 (PubMedID)2-s2.0-105042062698 (Scopus ID)
Funder
Bill and Melinda Gates Foundation, INV-003416
Available from: 2026-06-24 Created: 2026-06-24 Last updated: 2026-06-24Bibliographically approved
Kagoyire, C., Ndagijimana, A., Nduwayezu, G., Utumatwishima, J. N., Mpatswenumugabo, J. P., Mukasafari, M. A., . . . Pilesjö, P. (2026). Spatial heterogeneity and spatially varying determinants of childhood stunting in Northern Rwanda: a cross-sectional study to inform targeted interventions. PLOS ONE, 21(2), Article ID e0343772.
Open this publication in new window or tab >>Spatial heterogeneity and spatially varying determinants of childhood stunting in Northern Rwanda: a cross-sectional study to inform targeted interventions
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2026 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 21, no 2, article id e0343772Article in journal (Refereed) Published
Abstract [en]

Despite national progress, stunting remains prevalent in specific regions of Rwanda, highlighting the limitations of coarse-resolution data for effective mapping and intervention planning. This study explored optimal spatial resolution and analytical approach to capture localised dynamics and the multifactorial nature of stunting. A cross-sectional, population-based study was conducted in the Northern Province of Rwanda, focusing on children aged 1–36 months. Data were collected using structured questionnaires covering socio-demographic, economic, health, childcare, livestock factors and anthropometric measurements. Environmental characteristics were obtained from national datasets, while household geographic coordinates were captured using a customized mobile geodata platform (emGeo). After data cleaning, predictors were analysed using univariable and multivariable logistic regression as well as geographically weighted logistic regression (GWLR) to account for spatial heterogeneity. Among 601 children, stunting prevalence was 27% (boys 33.8%; girls 20.9%). GWLR improved model fit, increasing adjusted deviance explained from 34% to 39%. Significant predictors included child age (adjusted OR = 2.46; 95% CI: 1.78–3.39), male sex (OR = 2.83; 95% CI: 1.65–4.86), birthweight (OR = 0.71; 95% CI: 0.54–0.94), maternal autonomy (ability to refuse sexual intercourse; OR = 0.48; 95% CI: 0.27–0.86), inconsistent maternal social support (OR = 2.30; 95% CI: 1.20–4.42), household electricity access (OR = 0.48; 95% CI: 0.27–0.84) and handwashing facilities (OR = 0.21; 95% CI: 0.07–0.67). GWLR revealed substantial spatial heterogeneity in these factors, delineating areas where each factor matters most. This household-level, spatially explicit analysis reveals localised risk patterns often masked by aggregated national data. Prioritising context-specific interventions (such as electrification, hygiene promotion, and enhanced maternal social support), can enhance effectiveness. The proposed analytical workflow provides a model for addressing persistent stunting in other resource-limited settings.

Place, publisher, year, edition, pages
Public Library of Science (PLoS), 2026
National Category
Epidemiology Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-250759 (URN)10.1371/journal.pone.0343772 (DOI)001702732000002 ()41746957 (PubMedID)2-s2.0-105031140817 (Scopus ID)
Funder
Sida - Swedish International Development Cooperation Agency, 11277
Available from: 2026-03-12 Created: 2026-03-12 Last updated: 2026-03-12Bibliographically approved
Fureman, A.-L., Lind, T., Lilja, M., Särnblad, S., Samuelsson, U. & Sjöström, R. (2026). Youths with type 1 diabetes' and their parents' experiences of insulin pumps and continuous glucose monitoring. Comprehensive Child and Adolescent Nursing
Open this publication in new window or tab >>Youths with type 1 diabetes' and their parents' experiences of insulin pumps and continuous glucose monitoring
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2026 (English)In: Comprehensive Child and Adolescent Nursing, ISSN 2469-4207, E-ISSN 2469-4193Article in journal (Refereed) Epub ahead of print
Abstract [en]

Background: To enhance the quality of life for individuals with type 1 diabetes and mitigate the risks of complications, new methods for insulin delivery and glucose monitoring are being developed. The ability to monitor a child's glucose levels via a mobile phone can provide parents with a feeling of security, potentially leading to improved sleep quality. However, constant monitoring could lead to increased stress both for youths and parents.

Aim: The aim of the study was to explore how youths with type 1 diabetes and their parents experienced using insulin pumps and continuous glucose monitoring devices (CGM) and the support from the diabetes team. Further, to explore their opinions about the glucose target HbA1c ≤ 48 mmol/mol (6.5%) and other glucose metabolic measurements.

Method: Sixteen individual interviews were performed with eight youths with type 1 diabetes and their parents. Qualitative content analysis was done according to Graneheim and Lundman.

Results: The participants described increased satisfaction, security, strengthened independence and increased freedom. The parents described improved sleep at night leading to increased quality of life. The participants had not reflected so much over the change when the glucose target was lowered in 2017, but they found time in tight range to be more useful. They had a positive experience of healthcare with easy accessibility and continuity, and they described technical support as important.

Conclusion: Insulin pumps and CGM facilitate everyday life for both youths and their parents, and the opportunity to follow their youth's glucose values does not seem to be a problem to neither youths nor parents. The lowering of the glucose target is not something that parents and youth had much concern about, and they consider the gluco-metabolic measurement time in tight range to be more useful.

Place, publisher, year, edition, pages
Taylor & Francis, 2026
Keywords
adolescents, continuous glucose monitoring, insulin pump, parents, Type 1 diabetes
National Category
Endocrinology and Diabetes Pediatrics
Identifiers
urn:nbn:se:umu:diva-258454 (URN)10.1080/24694193.2026.2715377 (DOI)001844411300001 ()42573980 (PubMedID)2-s2.0-105046917734 (Scopus ID)
Funder
Region Jämtland Härjedalen, JLL-1011824Visare Norr
Available from: 2026-09-03 Created: 2026-09-03 Last updated: 2026-09-03
Ndagijimana, A., Elfving, K., Umubyeyi, A. & Lind, T. (2025). Identification of amendable risk factors for childhood stunting at individual, household and community levels in Northern Province, Rwanda: a cross-sectional population-based study. BMC Public Health, 25(1), Article ID 1087.
Open this publication in new window or tab >>Identification of amendable risk factors for childhood stunting at individual, household and community levels in Northern Province, Rwanda: a cross-sectional population-based study
2025 (English)In: BMC Public Health, E-ISSN 1471-2458, Vol. 25, no 1, article id 1087Article in journal (Refereed) Published
Abstract [en]

Background: Childhood stunting, defined as height-for-age below − 2 standard deviations (SD), disproportionately affects the Northern Province of Rwanda. We investigated risk factors contributing to stunting in this region at individual, household, and societal/community levels to inform future interventions. Methods: We conducted a population-based, cross-sectional study using a quantitative questionnaire in households with children aged 1–36 months in the Northern Province. Anthropometric measurements of children and mothers were taken to estimate nutritional status. Multivariable logistic regressions were performed to identify independent risk factors of stunting, reporting odds ratios, 95% confidence intervals and p-values. Results: Overall, stunting prevalence was 27.1% in children aged 1–36 months. At the individual level, boys exhibited 82% higher risk of stunting compared to girls (aOR: 1.82, 95% CI: 1.19, 2.78). Household-level factors such as maternal height and BMI were inversely associated with the risk of childhood stunting (aOR: 0.94, 95% CI: 0.90, 0.97 and aOR: 0.92, 95% CI: 0.86, 0.99, respectively). Other risk factors included no breastfeeding at the time of interview (aOR: 2.00, 95% CI: 1.23, 3.25), presence of twins or triplets aged 1–36 months (aOR: 2.60, 95% CI: 1.21, 5.57), female-headed (single parent) households (aOR: 2.07, 95% CI: 1.00, 4.26), and absence of handwashing facilities near the toilet (aOR: 3.30, 95% CI: 1.36, 7.98). No societal/community factors were significantly associated with childhood stunting in the Northern Province. Conclusion: Childhood stunting in the Northern Province of Rwanda is associated with several factors that could lend themselves to interventions, e.g., improved handwashing facilities, improved childcare practices and targeting vulnerable groups such as boys, households with twins or single parents. Additionally, a thorough exploration of identified risk factors through qualitative approaches involving all stakeholders in child and maternal nutrition is warranted.

Place, publisher, year, edition, pages
BioMed Central (BMC), 2025
Keywords
Child, Community, Factors, Household, Individual, LMICs, Rwanda, Stunting, Sub-Saharan Africa, Undernutrition
National Category
Epidemiology Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-237177 (URN)10.1186/s12889-025-22329-8 (DOI)001449769100004 ()40119350 (PubMedID)2-s2.0-105000495177 (Scopus ID)
Funder
Sida - Swedish International Development Cooperation Agency, 11277
Available from: 2025-04-10 Created: 2025-04-10 Last updated: 2026-05-04Bibliographically approved
Fredriksson, M., Persson, E., Möllsten, A. & Lind, T. (2025). Risk of renal complications and death in young and middle-aged Swedes with parental type 1 diabetes: a nation-wide, prospective cohort study. BMJ Open Diabetes Research & Care, 13(1), Article ID e004709.
Open this publication in new window or tab >>Risk of renal complications and death in young and middle-aged Swedes with parental type 1 diabetes: a nation-wide, prospective cohort study
2025 (English)In: BMJ Open Diabetes Research & Care, ISSN 2052-4897, Vol. 13, no 1, article id e004709Article in journal (Refereed) Published
Abstract [en]

Introduction: This study aimed to investigate if individuals with childhood-onset type 1 diabetes having a parent with the same condition (parental diabetes) had worse metabolic control and an increased risk of death and renal failure compared with those with parents without type 1 diabetes (sporadic diabetes).

Research design and methods: We conducted a population-based cohort study using data from the Swedish Childhood Diabetes Register, including cases with onset of type 1 diabetes before the age of 15 and recorded between 1977 and 2010. The cohort was linked to national registers to compare mortality, renal failure, and glycated hemoglobin (HBA1c) levels.

Results: We identified 16 572 incident cases of childhood-onset type 1 diabetes. Of these, 15 701 had data on parental diabetes status, with 1390 (8.9%) having at least one parent with this condition. HbA1c data were available in 9105 individuals at 20-30 years of age, with the parental group showing higher levels compared with the sporadic diabetes group (8.4% (68 mmol/mol) vs 8.2% (66 mmol/mol), p=0.004). The Cox proportional HR for death in parental diabetes was 1.33 (95% CI 1.00 to 1.75), and the competing risk HR for renal failure was 1.27 (95% CI 1.08 to 1.50). Women in the parental diabetes group had a higher risk of early death (HR 1.79, 95% CI 1.17 to 2.72) compared with the sporadic diabetes group.

Conclusions: Individuals with parental diabetes had slightly higher HbA1c and elevated risks of renal failure and death compared with those with sporadic diabetes, especially pronounced in women. Although the exact mechanisms behind these differences are unclear, we suggest that individualized care may benefit individuals with parental type 1 diabetes.

Place, publisher, year, edition, pages
BMJ Publishing Group Ltd, 2025
Keywords
Diabetes Complications, Diabetes Mellitus, Type 1, Mortality, Renal Insufficiency
National Category
Endocrinology and Diabetes
Identifiers
urn:nbn:se:umu:diva-235076 (URN)10.1136/bmjdrc-2024-004709 (DOI)001413298300001 ()2-s2.0-85216326156 (Scopus ID)
Available from: 2025-02-06 Created: 2025-02-06 Last updated: 2025-04-24Bibliographically approved
Ndagijimana, A., San Sebastian, M., Elfving, K., Umubyeyi, A. & Lind, T. (2025). Wealth inequalities in childhood stunting in the northern province of Rwanda: a decomposition analysis. International Journal for Equity in Health, 24(1), Article ID 235.
Open this publication in new window or tab >>Wealth inequalities in childhood stunting in the northern province of Rwanda: a decomposition analysis
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2025 (English)In: International Journal for Equity in Health, E-ISSN 1475-9276, Vol. 24, no 1, article id 235Article in journal (Refereed) Published
Abstract [en]

Background: Childhood stunting remains a public health challenge, especially in sub-Saharan Africa. In Rwanda, it is the highest in the Northern province, with a prevalence of 40.5% in children under five. Given that poverty is a key determinant of stunting, we aimed to investigate wealth inequalities in childhood stunting and to identify its contributing determinants in the province.

Methods: We included 601 children aged 1 to 36 months. We estimated the concentration index to quantify wealth-related inequalities in stunting, which we further decomposed it by applying the Wagstaff decomposition approach.

Results: The overall concentration index of child stunting was relatively high (-0.190; 95% CI: -0.295, -0.084), suggesting that stunting was concentrated in poorer households. Its decomposition revealed that socio-economic determinants (147.9%), namely wealth index, partner’s unemployment or non-skilled occupation, and household food insecurity, contributed most to the wealth inequalities of childhood stunting. The demographic determinants contributed in the second order, especially living in Musanze district. Psychosocial determinants came last, namely maternal social support.

Conclusion: This study revealed significant wealth inequalities in childhood stunting in the Northern Province of Rwanda, with socio-economic factors being the primary contributors to these inequalities. Targeted interventions, such as household economic strengthening programs, robust food security policies, improved conditions and salaries in non-skilled jobs, and social support programs for the most disadvantaged communities, are essential to reducing these disparities.

Place, publisher, year, edition, pages
BioMed Central (BMC), 2025
Keywords
Concentration index, Decomposition, Inequalities, Rwanda, Socio-economic, Undernutrition
National Category
Epidemiology Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-245503 (URN)10.1186/s12939-025-02626-9 (DOI)001584367300001 ()41024140 (PubMedID)2-s2.0-105017764978 (Scopus ID)
Funder
Sida - Swedish International Development Cooperation Agency, 11277
Available from: 2025-10-20 Created: 2025-10-20 Last updated: 2026-05-04Bibliographically approved
Projects
Physical, psychological and socioeconomic effects of childhood onset diabetes in Sweden ? longitudinal register-based studies [2018-02565_VR]; Umeå University
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-6328-1098

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