City Futures Research Centre Arts, Design and Architecture

Towards understanding the dynamics of the regional property markets of Australia: Spatio-temporal analysis, predictive modelling, and visualisation of sales in regional SA and NSW


Housing one third of the population and generating two thirds of the export economy, regional towns and rural areas are a significant part of the Australian socio-economic structure. Although there is substantial policy focus on regional development and improving the well-being of its residents at federal and state levels, much of the detailed, large scale, longitudinal studies on the built environment, real-estate and property markets are often focused on the capital city regions. To tackle this issue, this study uses the detailed, comprehensive, large scale, long-term longitudinal data on property sales made available by the Valuer General offices of New South Wales and South Australia to understand the dynamics of the property markets in regional Australia and the factors affecting them.  

 This project is a collaboration between UNSW and University of South Australia.  

Key Highlights

  • Research is based on detailed, comprehensive data on property sales made available by the Valuer General offices to profile and understand the state and dynamics of the property markets across regional areas.  
  • The study examined the sales volume, median price, demography, and other characteristics of the regional property market in specific states over the last decade to identify the spatio-temporal patterns in their behaviour.
  • The primary output of the project – a dynamic, interactive, multi-level, geo-spatial visualisation tool that shows the spatio-temporal patterns of property markets in regional areas together with results of the analysis in summary profiles (median price trend clusters, demographic profiles etc.) across various statistical areas.
  • This study is important to the Australian property industry due to a considerable lack of usable publicly available data and resources regarding regional property markets compared to the capital cities.
  • The study’s datasets will be leveraged with broader available resources to develop a more comprehensive, national level data infrastructure and ecosystem of tools.