Suburban Futures: The data of dwelling, design and demography

^{Aerial view of inner Melbourne suburbs. Source: AAP}

Australian suburbs are often seen through stereotypes of comfort or sprawl, yet they contain complex cultural nuances, financial pressures, and ecological systems that shape how people live.

Suburban environments face pressing challenges around equity, sustainability, and inclusion. But to create better housing and planning policies, we need to understand who lives in suburbs, what they can afford, and how neighbourhoods perform environmentally.

Suburban Futures brings together designers, planners, demographers, and data scientists to reveal the hidden dimensions of suburban life. It uses system thinking to integrate demographic, financial, and ecological datasets to reveal social, environmental, and economic forces shaping suburban life. Partnerships with local communities ensure research is grounded in lived experience and local priorities.

The team will use spatial and statistical analysis and visualisations to map patterns of density, affordability, and environmental performance across metropolitan regions. We will examine how neighbourhoods form, and how planning systems, construction practices, and lived experience interact to shape wellbeing and sustainability. This will allow the team to identify drivers of inequality, scrutinise policy impacts, and promote more equitable housing systems.

By mapping these patterns, the research will help bust suburban myths, asking: Who are we building for, what are we building, and where?

MDAP is a vital partner in Suburban Futures. MDAP’s expertise in statistical modelling, data ethics, software engineering, and research translation will allow us to transform housing, demographic, and ecological datasets into cohesive, visual narratives of suburban life.

MDAP will work with the project team on:

• Data discovery and curation
• Developing data integration pipelines that draw on AURIN and national datasets
• Creating interactive visualisation tools that spatialise demographic, financial, and environmental indicators.

The project will produce a multidimensional atlas of Australian suburbia, the Suburban Data Navigator. This accessible digital hub will allow researchers, policymakers, and the public to explore complex housing and demographic data.

Findings will inform a book, public exhibitions, and civic dialogue as part of the 2026 Suburban Futures Symposium, presented with Open House Melbourne and the State Library of Victoria.

These outputs will benefit government, developers, housing providers, and communities by enabling more informed and creative dialogue about suburban planning and design.