ArticleInternational journal of environmental research and public health2022
Distance to Healthcare Facility and Lady Health Workers' Visits Reduce Malnutrition in under Five Children: A Case Study of a Disadvantaged Rural District in Pakistan.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed, 19 citations in OpenAlex.
- Heterogeneous impact of health insurance on children's nutritional status: insights from Instrumental Variable Quantile Regression (IV-QR) approach.Health economics review · 2026Article
- Modelling the impact of dietary diversity on child nutrition in Pakistan: a machine learning analysis with Shapley Additive exPlanations and Boruta interpretability.Journal of global health · 2026Article
- Prevalence and Determinants of Undernutrition Among Children Under Five in Coastal Bangladesh: A Community-Based Study.Food science & nutrition · 2026Article
- Predicting severe stunting and its determinants among under-five in Eastern African Countries: A machine learning algorithms.PloS one · 2026Article
- Machine learning vs. traditional logistic regression: predictive performance and risk factor identification for child nutritional outcome in Pakistan.BMC public health · 2025Article
- Targeting undernutrition in Haiti: a spatial analysis for improving food security and reducing stunting in children under five.Public health nutrition · 2025Article
- Socioeconomic Risk Factors Associated With Acute Malnutrition Severity Among Under-Five Children Based on a Machine Learning Approach: The Case of Rural Emergency Contexts in Niger and Mali.Maternal & child nutrition · 2025Article
- Article
- Maternal fresh moringa leaf consumption and its association with birth weight in southern Ethiopia: A prospective cohort study.Food science & nutrition · 2024Article
- Well-Being and Healthcare Inequality on Bulon-Don Island in Southern Thailand-Results of a Pre-Intervention Field Survey.Children (Basel, Switzerland) · 2024Article
- Strengthening primary health care through community health workers in South Asia.The Lancet regional health. Southeast Asia · 2024Review
- Association among Household Wealth, Maternal Employment, and Undernutrition in Children under Three Years of Age in Pakistan.Children (Basel, Switzerland) · 2024Article
- Geostatistical modelling of child undernutrition in developing countries using remote-sensed data: evidence from Bangladesh and Ghana demographic and health surveys.Scientific reports · 2023Article
- Impact of Drinking Water Source and Sanitation Facility on Malnutrition Prevalence in Children under Three: A Gender-Disaggregated Analysis Using PDHS 2017-18.Children (Basel, Switzerland) · 2022Article
- Spatial and Machine Learning Approach to Model Childhood Stunting in Pakistan: Role of Socio-Economic and Environmental Factors.International journal of environmental research and public health · 2022Article
- Comparison of Different Nutritional Screening Approaches and the Determinants of Malnutrition in Under-Five Children in a Marginalized District of Punjab Province, Pakistan.Children (Basel, Switzerland) · 2022Article
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Authors and funding
9 authors at 8 institutions in 3 countries.
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Abstract
This study accesses the impact of lady health worker (LHWs) visits in the community and distance to a healthcare facility on the nutritional status of under-five children. Additionally, it explores the perceptions and attitudes of the community about the performance of LHWs. A self-administered instrument was applied to gather data on different parameters, such as children's height, age, weight, and socioeconomic status from 384 rural households in a marginalized district of Punjab province with the help of a purposive random sampling technique. The binary logistic regression model was employed for the computation of the probability of malnutrition. The prevalences of stunting, underweight children, and wasting in the district were 34.8%, 46.1%, and 15.5%, respectively. The logistic results illustrate that those households in which LHW visits occur regularly within 15 days (OR = 0.28 with 95% CI: 0.09-0.82) have a lower probability of malnutrition prevalence among their children. The distance to the health facility shows that the odds of malnutrition were higher from 3-4 Kilometers (Km) (OR = 2.61, 95% CI: 0.85-8.14), and odds were also higher for the ≥5 km category (OR = 2.88, 95% CI: 0.94-8.82). Children from richer families had lower chances of being malnourished (OR = 0.28, 95% CI: 0.07-1.14). Furthermore, the respondents show a positive attitude towards LHWs. They have given the first rank to their performance being beneficial to mothers and childcare, especially on checkups and safe deliveries, while they have shown negative responses and given lower ranks to their performance due to irregular visits (6th rank) and poor community awareness (7th rank). We conclude that LHWs' regular visits to targeted households and less distance to healthcare facilities reduce the malnutrition risk in under-five children.
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