Related Experiment Video
Updated: Jan 19, 2026

Using a Sandwich ELISA to Determine the Immunogenic Glycoprotein Content in a Vaccine
Hepatitis B vaccination coverage across India: exploring the spatial heterogeneity and contextual determinants
Junaid Khan1, Apurba Shil2, Sanjay K Mohanty3
1International Institute for Population Sciences, Govandi Station Road, Deonar, Mumbai, 400088, India. statjun@gmail.com.
Hepatitis B vaccination coverage in India is uneven, with significant spatial clustering. Socio-economic and demographic factors strongly influence children's hepatitis B immunization status.
Area of Science:
- Public Health
- Epidemiology
- Spatial Analysis
Background:
- Hepatitis B vaccination is part of India's Universal Immunization Program, yet coverage remains suboptimal, affecting only half of eligible children.
- Significant variations in hepatitis B vaccination rates exist across different states, districts, and socio-economic groups within India.
Purpose of the Study:
- To investigate the spatial heterogeneity and contextual determinants of hepatitis B vaccination coverage at the district level in India.
- To identify geographical clusters of low hepatitis B vaccination coverage and understand associated factors.
Main Methods:
- Utilized data from 199,899 children (12-59 months) from the National Family Health Survey-4 (2015-16).
- Employed Moran's I and Local Indicator of Spatial Autocorrelation (LISA) for spatial distribution and clustering analysis.
- Applied spatial autoregressive models (SAR) and multivariate binary logistic regression to identify determinants at meso and micro levels.
Main Results:
- In 2015-16, 45% of children aged 12-59 months were not vaccinated against hepatitis B.
- Significant spatial dependence (Moran's I = 0.580) was observed in hepatitis B vaccine coverage across districts.
- Low coverage clusters were identified in western, north-eastern, and central India, associated with maternal education, ANC/PNC utilization, and institutional births.
- Child-level immunization status was influenced by maternal education, caste, religion, wealth, birth order, and region.
Conclusions:
- Hepatitis B vaccination coverage in India exhibits significant spatial heterogeneity and clustering, indicating a strong neighborhood effect.
- Socio-economic and demographic characteristics are primary determinants of hepatitis B vaccine uptake among Indian children.
Related Concept Videos
Vaccinations
05:42Using a Sandwich ELISA to Determine the Immunogenic Glycoprotein Content in a Vaccine
12:54Determination of Vaccine Immunogenicity Using Bovine Monocyte-Derived Dendritic Cells
04:43Single-Cell Western Blotting to Determine Cell Heterogeneity
19:32Contextual and Cued Fear Conditioning Test Using a Video Analyzing System in Mice
Determining Spatial Orientation of Rock Layers with the Brunton Compass
Most rock units exhibit some form of planar surfaces or linear features. Examples include bedding-, fault-, fracture-, and joint-surfaces, and various forms of foliation and mineral alignment. The spatial orientation of these features form the critical raw data used to constrain models addressing the origin and subsequent deformation of rock units.
Although now over 100 years since its invention and introduction, the Brunton...

