Related Experiment Video
Updated: Oct 13, 2025

Author Spotlight: Developing a Point-of-Care Hemoglobin Estimation Method for Anemia Management
Published on: January 19, 2024
Anemia Among Children Under 5 Years in India: A District-Level Spatial Analysis Using NFHS-5 Data
1Department of Data Science, Prasanna School of Public Health, Manipal Academy of Higher Education, Manipal, India.
Childhood anemia affects 58% of Indian children under five. Key factors include nutritional supplementation, maternal care, and diarrhea, with significant spatial clusters identified for targeted interventions.
Area of Science:
- Public Health
- Epidemiology
- Spatial Analysis
Background:
- Childhood anemia prevalence in India was 58% (NFHS-4, 2015/2016).
- Nutritional supplementation and healthcare access are critical factors influencing childhood anemia.
- Understanding spatial variations is crucial for effective public health strategies.
Purpose of the Study:
- To investigate the district-level spatial heterogeneity and clustering of factors associated with childhood anemia in India.
- To identify key determinants contributing to anemia prevalence among children under five years.
- To inform targeted policy interventions for anemia reduction.
Main Methods:
- Utilized National Family Health Survey (NFHS-5) data for 335 districts.
- Applied Geographically Weighted Regression (GWR) to analyze spatial associations.
- Employed Spatial Scan Statistics to detect significant local spatial clusters of anemia.
Main Results:
- Nutritional supplementation (children and mothers), birth order, antenatal care, childhood diarrhea, and stunting were significantly associated with anemia.
- Identified three significant local spatial clusters of childhood anemia across India.
- Revealed substantial district-level spatial variations in anemia prevalence and its determinants.
Conclusions:
- Spatial analysis highlights significant heterogeneity in childhood anemia and its risk factors across Indian districts.
- Findings underscore the need for localized, data-driven policies to address nutritional and healthcare gaps.
- The study provides evidence for designing and implementing tailored interventions to combat childhood anemia effectively.
More Related Videos
03:35Determining Gender-Based Differences in Retinal and Choroidal Thickness in Underweight Individuals via Swept-Source Optical Coherence Tomography
Published on: December 1, 2023
09:33Visualizing Field Data Collection Procedures of Exposure and Biomarker Assessments for the Household Air Pollution Intervention Network Trial in India
Published on: December 23, 2022
Related Concept Videos
Bias in Epidemiological Studies
Factors Affecting Erythropoiesis
Several factors influence the erythrocyte production rate, with tissue oxygen level being among the most critical. Intense exercise or high altitudes can cause tissue hypoxia, which triggers the kidneys to release more erythropoietin (EPO) into the bloodstream.
EPO then...
Role of Hematopoietic Growth Factors
Thrombopoietin (TPO), mainly released by the liver,...
Disorders of Erythrocytes
Erythrocyte disorders can be broadly categorized into two main types: anemic and polycythemic conditions.
A low oxygen-carrying capacity of the blood due to the loss, lower production, or destruction of erythrocytes is termed anemia. Hemorrhagic anemia, for example, occurs when bleeding from an external wound or internal ulcer reduces erythrocyte counts.
On the other...
Statistical Methods for Analyzing Epidemiological Data