Int J Health Geogr - Geospatial analyses to identify clusters of adverse antenatal factors for targeted interventions.


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CKGROUND: Late antenatal care and smoking during pregnancy are two important factors that are amenable to intervention. Despite the adverse health impacts of smoking during pregnancy and the health benefits of early first antenatal visit on both the mother and the unborn child, substantial proportions of women still smoke during pregnancy or have their first antenatal visit after 10 weeks gestation. This study was undertaken to assess the usefulness of geospatial methods in identifying communities at high risk of smoking during pregnancy and timing of the first antenatal visit, for which targeted interventions may be warranted, and more importantly, feasible.METHODS: The Perinatal Data Collection, from 1999 to 2008 for south-western Sydney, were obtained from the New South Wales Ministry of Health. Maternal addresses at the time of delivery were georeferenced. A spatial scan statistic implemented in SaTScan was then used to identify statistically significant spatial clusters of women who smoked during pregnancy or women whose first antenatal care visit occurred at or after 10 weeks of pregnancy.RESULTS: Four spatial clusters of maternal smoking during pregnancy and four spatial clusters of first antenatal visit occurring at or after 10 weeks were identified in our analyses. In the maternal smoking during pregnancy clusters, higher proportions of mothers, were aged less than 35 years, had their first antenatal visit at or after 10 weeks and a lower proportion of mothers were primiparous. For the clusters of increased risk of late first antenatal visit at or after 10 weeks of gestation, a higher proportion of mothers lived in the most disadvantaged areas and a lower proportion of mothers were primiparous.CONCLUSION: The application of spatial analyses provides a means to identify spatial clusters of antenatal risk factors and to investigate the associated socio-demographic characteristics of the clusters.

Resumo Limpo

ckground late antenat care smoke pregnanc two import factor amen intervent despit advers health impact smoke pregnanc health benefit earli first antenat visit mother unborn child substanti proport women still smoke pregnanc first antenat visit week gestat studi undertaken assess use geospati method identifi communiti high risk smoke pregnanc time first antenat visit target intervent may warrant import feasiblemethod perinat data collect southwestern sydney obtain new south wale ministri health matern address time deliveri georeferenc spatial scan statist implement satscan use identifi statist signific spatial cluster women smoke pregnanc women whose first antenat care visit occur week pregnancyresult four spatial cluster matern smoke pregnanc four spatial cluster first antenat visit occur week identifi analys matern smoke pregnanc cluster higher proport mother age less year first antenat visit week lower proport mother primipar cluster increas risk late first antenat visit week gestat higher proport mother live disadvantag area lower proport mother primiparousconclus applic spatial analys provid mean identifi spatial cluster antenat risk factor investig associ sociodemograph characterist cluster

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