Case studies

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Housing

Identifying B40 households and assessing their housing need

Understanding Rwanda’s Affordable Housing Sector
Housing

Potential barriers to the participation of women and youth on a digital retail trade platform
Financial inclusion

Exploring the benefits and challenges that retailers face when using a digital retail trading platform

Diagnostic of alternative data landscape in South Africa
Credit, Financial inclusion

Exploring an alternative data landscape which identifies the potential data points, data sources, regulatory and legal challenges and con...

What is the value of (in)formality for MSEs?
Financial inclusion

Exploring the drivers of formality and informality for Micro and Small Enterprises (MSEs) in Kenya, using Nairobi as a case study

Measuring perceptions of public healthcare
Health

Exploring the patient experience and identifying key issues that frame perceptions of the public healthcare system in the Western Cape.

Segmenting customers for digital insurance
Financial inclusion

The analysis used telephony and mobile banking data to segment Inclusivity’s customers

RDP housing in South Africa – A look at the numbers
Housing

A review of the available data on RDP properties in South Africa and beneficiary households.

South African council on cities data codebook

Developing a codebook of common indicators for South African cities

South Africa’s first ever blockchain-based property register pilot
Housing

Developing South Africa’s first blockchain-based property register.

Graduate unemployment in South Africa
Youth employment

This analysis set out to provide an updated and more nuanced view of graduate unemployment.

Data agenda for African housing markets
Housing

This agenda aims to foster a data-driven approach to affordable housing markets in Africa.

Customer analytics toolkit
Financial inclusion

Presenting a collection of hands-on toolkits that help organisations to deliver effective financial services for low-income customers.

Understanding unmet financial needs and opportunities in Kenya
Financial inclusion

Understanding the financial needs of key consumer groups in Kenya

From counting houses, to making houses count: Publicly available administrative data on subsidised housing
Housing

A review of publicly available data on RDP housing in South Africa.