Spatial variability in socio-demographic factors affecting participation in the Australian national bowel cancer screening program

Abstract

ObjectivesThe objective of this paper is to analyse the socio-demographic and spatial patterns associated with bowel cancer screening in Australia. Despite the importance of screening in reducing mortality via early intervention, it remains the case that overall screening rates are uneven between different socio-demographic groups and geographic regions. Notwithstanding this, there is limited knowledge in Australia regarding the interplay between socio-demographics and geography in relation to bowel cancer screening. Thus, this paper explores the socio-demographic and spatial patterns of screening participation across Australian regions to better inform public health policy and programs. Study designThis is a nationwide ecological study based on aggregate spatial data. MethodsAn ecological study is conducted using bowel cancer screening rates and selected socio-demographic data measured at the Statistical Area 3 level. Geographically weighted regression software is used to conduct global and spatial regression analysis. ResultsThe global regression results show that higher rates of screening participation were associated with employment/education disengagement and volunteering while in contrast, lower rates of participation were associated with higher rates of indigenous populations, people with chronic health conditions, and people with poor English skills. Considering the spatial analysis, the analysis shows that once the spatial non-stationarity in the data is considered the influence of the variables shown to be significant in the global model, has significant spatial variability. ConclusionFrom a public health perspective, addressing shortfalls in bowel cancer screening participation is an important priority. In order to understand differences in participation rates it is important to consider both socio-demographic factors as well as the geographic or spatial distribution of these factors.