Data Systems

Data Systems

Geospatial Analytics

Geospatial Analytics

Immunisation

Immunisation

Vaccine Data Co-Lab

Turning immunisation data into smarter planning and action.

Data Systems

Geospatial Analytics

Immunisation

Nurturing Life Forward
Project Overview

The Vaccine Data Co-Lab project brings together data from multiple sources to help partners better understand immunisation gaps, identify missed communities, and support smarter vaccine allocation and microplanning.


The project uses data triangulation, geospatial analysis, dashboards, and evidence synthesis to make complex information easier to understand and use.


Key Objectives:

  • Improve data use for immunisation decision-making

  • Identify zero-dose children and missed communities

  • Support vaccine allocation and campaign planning

  • Build interactive dashboards for programme action

How we make change
Checkmark

Data triangulation

We combine administrative data, survey data, socioeconomic indicators, and other sources to create a fuller picture.

Checkmark

Data triangulation

We combine administrative data, survey data, socioeconomic indicators, and other sources to create a fuller picture.

Checkmark

Geospatial mapping

We use location-based analysis to identify patterns, gaps, and underserved areas.

Checkmark

Dashboard development

We create visual tools that help stakeholders understand data quickly and act with confidence.

Checkmark

Evidence-informed planning

We support partners to use insights for microplanning, resource allocation, and implementation.

Nurturing Life Make Change

Our Impact

Our Impact

Multiple

Data sources integrated

Interactive

Dashboards developed

Actionable

Insights for vaccine planning

Nurturing Life Forward
Quote
Using data to improve vaccine allocation and microplanning.

CMS HARD FOUNDATION

Better data. Better decisions. Better health outcomes.

The Vaccine Data Co-Lab helps decision-makers see beyond numbers. By connecting data to real communities and service gaps, CMS HARD Foundation supports more targeted and effective immunisation planning.

More projects

Women Rise Program

Location:

Nigeria

Using storytelling, trust, and local voices to improve vaccine demand.

Women Rise Program

Location:

Nigeria

Using storytelling, trust, and local voices to improve vaccine demand.

Women Rise Program

Location:

Nigeria

Using storytelling, trust, and local voices to improve vaccine demand.

Green Earth Initiative

Location:

Nigeria · Cameroon · DRC · Lesotho

Helping families overcome access barriers to vaccination.

Green Earth Initiative

Location:

Nigeria · Cameroon · DRC · Lesotho

Helping families overcome access barriers to vaccination.

Green Earth Initiative

Location:

Nigeria · Cameroon · DRC · Lesotho

Helping families overcome access barriers to vaccination.

man in white dress shirt wearing black framed eyeglasses

Location:

Research · Immunisation · Equity

Understanding why children are missed, and how to reach them.

man in white dress shirt wearing black framed eyeglasses

Location:

Research · Immunisation · Equity

Understanding why children are missed, and how to reach them.

man in white dress shirt wearing black framed eyeglasses

Location:

Research · Immunisation · Equity

Understanding why children are missed, and how to reach them.