Data Analysis Hub

Putting It All Together: Analyzing the Individual in Context

Individuals in Context
Service Delivery Points
Data Analysis
survey
dotwhisker

Analyzing women's contraceptive use while considering service delivery point and spatial contextual factors.

Merging external spatial data

Individuals in Context
Service Delivery Points
Data Manipulation
sf
raster
Spatial

How to integrate external spatial data with PMA data.

Mapping Service Delivery Point Data

Individuals in Context
Service Delivery Points
Data Manipulation
Mapping
sf

Map spatial variation in the service delivery environment across enumeration areas.

Merging Service Delivery Point Data to Household & Female Records

Individuals in Context
Data Manipulation
Service Delivery Points
tidyr

Create aggregate measures for women living the areas served by SDPs

Recode and Summarize Variables from Multiple Response Questions

Individuals in Context
Data Manipulation
Service Delivery Points
dplyr
ipumsr

Use dplyr::across to summarize variables with a similar naming pattern.

Service Delivery Point Data Explained

Individuals in Context
Data Discovery
Service Delivery Points

SDP samples are not nationally representative. Learn how to use them to describe the health service environment experienced by individuals.

Import IPUMS PMA Data into R

R Tips
R Packages
Importing Data

How to download an IPUMS PMA data extract and start using it in R

Getting Started with R

R Tips
R Packages

How to download R for free and install some of the R packages used on this blog

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Data Analysis Hub

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