Persistently high rates of preterm and small-for-gestational-age over two decades within regional Western Australia: A spatio-temporal study
MetadataShow full item record
This study assessed the temporal stability of spatial patterns in the incidence of preterm and small-for-gestational-age (SGA) in regional Western Australia, from 1987 to 2006. Using a time-stratified design, we characterised spatial variation in the probability of preterm and SGA among 109 contiguous areas within each year, and compared spatial patterns between years. We also analysed spatial patterns based on all 20 years combined. In each instance, spatial variation was modelled by fitting a spatially-correlated random effect plus a spatially-uncorrelated random effect. We observed that spatial patterns were consistent over time. We demonstrated weak temporal autocorrelation and little evidence of anomalous years in the spatial patterns of preterm and SGA. Whereas the mean 20-year probability of preterm was 0.057 and the mean probability of SGA was 0.051, areas in the north of Western Australia had probabilities of 0.090 or more for both outcomes. Four areas in the far north of Western Australia were above the 90th centile of preterm for at least 14 of the 20 years, and above the 90th centile of SGA for at least 15 years. The consistency of spatial patterns over time and between birth outcomes strengthens the case for targeting high risk areas for improved outcomes. This study demonstrates how, even in the absence of a spatio-temporal interaction, incorporating the temporal dimension adds value to the spatial analysis of health data. © 2013 Elsevier Ltd.
Showing items related by title, author, creator and subject.
Modelling the co-occurence of Streptococcus pneumoniae with other bacterial and viral pathogens in the upper respiratory tractJacoby, P.; Watson, K.; Bowman, J.; Taylor, A.; Riley, T.; Smith, D.; Lehmann, Deborah (2007)Go to ScienceDirect® Home Skip Main Navigation Links Brought to you by: The University of Western Australia Library Login: + Register Athens/Institution Login Not Registered? - User Name: Password: ...
Assessing long-term change in rangeland ecological health using the Western Australian rangeland monitoring systemRussell, Peter John (2007)The rangelands or semi-arid and arid regions of Western Australia occupy about 87 percent of the land area. Pastoral grazing of managed livestock, mainly sheep and cattle, occurs over much of this area, with an increasing ...
Application of advanced techniques for the remote detection, modelling and spatial analysis of mesquite (prosopis spp.) invasion in Western AustraliaRobinson, Todd Peter (2008)Invasive plants pose serious threats to economic, social and environmental interests throughout the world. Developing strategies for their management requires a range of information that is often impractical to collect ...