Correlates of being sick or injured in under five-year old children by district in Pakistan: A spatial analysis case...

Area of Science:

• Public Health
• Spatial Analysis
• Epidemiology

Background:

• Childhood illness and injury present a significant public health challenge in Pakistan.
• Understanding the spatial distribution and correlates of these health outcomes is crucial for targeted interventions.

Purpose of the Study:

• To demonstrate the application of population-based spatial analysis for public health indices in Pakistan.
• To identify factors associated with sickness or injury in children under five years old at the district level.

Main Methods:

• Utilized district-level data from the Pakistan Bureau of Statistics.
• Employed spatial regression analysis with percent of children under five sick or injured as the outcome variable.
• Included population density, average household size, and female literacy ratios as explanatory variables.

Main Results:

• In the spatial regression model, only population density was found to be statistically significant.
• This contrasts with the Ordinary Least Squares model, where other variables may have shown significance.
• The study identified limitations in the availability of current and regularly updated attribute and geographic data.

Conclusions:

• Population density is a significant correlate of sickness and injury in children under five in Pakistan.
• The findings underscore the importance of spatial analysis in public health research.
• Improving data availability and quality is essential for robust public health assessments in Pakistan.