首页 | 本学科首页   官方微博 | 高级检索  
   检索      


Spatial and environmental impacts on adverse birth outcomes in Ontario
Authors:Gang Meng  G Brent Hall  Mary E Thompson  Patrick Seliske
Institution:1. School of Planning, University of Waterloo;2. School of Surveying, University of Otago;3. School of Planning, University of Waterloo;4. Department of Statistics and Actuarial Science, University of Waterloo;5. Health Analytics Program, WDG Public Health Unit;6. Master of Public Health Program, University of Waterloo
Abstract:This study assesses the overall spatial variations and neighbourhood‐level “hot spots” of low birth weight and preterm birth incidence within three public health units in Ontario, Canada. The analysis uses a stepwise approach of intra‐class correlation analysis, a spatial scan statistic, and multilevel spatial modeling. Results show that neighbourhood level variation accounts for only 2–3 percent of the total variation of adverse birth outcomes in the study area. However, strong spatial autocorrelation is observed at the neighbourhood level, and spatial clusters of relatively high adverse birth outcome rates exist in areas that are associated with environmental risks, including pollution sources and proximity to highways. Thus, although estimated neighbourhood impacts on adverse birth outcomes are small compared with those of individual‐level risks, local high potential environmental risk areas are identifiable. Environmental surveillance and spatial statistical analysis should be conducted regularly by local health authorities to identify and monitor the impact of environmental changes on health in general and on birth outcomes in particular. Specific community‐oriented health interventions may be required to reduce observed local health impacts.
Keywords:low birth weight  preterm birth  multilevel spatial modeling  cluster analysis  environmental impacts  adverse birth outcomes  faible poids à  la naissance  naissance pré  maturé  e  modé  lisation spatiale multi‐niveaux  analyse de grappes  impacts environnementaux  issues de grossesse dé  favorables
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号