title: Mapping speech pathology services to developmentally vulnerable and at-risk communities using the Australian Early Development Census.
abstract: OBJECTIVE
  The Australian Early Development Census (AEDC) is a population-based measure of children's development across five domains in the first year of formal schooling. In this study, the AEDC data from two domains (Language and Cognitive Skills and Communication Skills and General Knowledge) were used to explore the extent and distribution of vulnerability in communication skills among children in Australian communities. Speech Pathology Australia (SPA) membership data were then used to explore the accessibility of services within those communities.
  
  
  METHODS
  The 2012 AEDC data were accessed for 289,973 children, living in 577 communities across Australia. The number of children identified as "at risk" (10-25(th) percentile) or developmentally "vulnerable" (< 10(th) percentile) in each of the domains was calculated, then the location of communities with high proportions (> 20%) of these children was determined. These data were mapped against the location of paediatric speech-language pathologists (SLPs) to identify the number of communities with little to no access to speech-language pathology services.
  
  
  RESULTS
  Across Australia, there were 47,636 children (17.4%) identified as developmentally vulnerable/at risk in Language and Cognitive Skills and 69,153 children (25.3%) in Communication Skills and General Knowledge. There were 27 communities with > 20% of children identified as developmentally vulnerable/at risk in Language and Cognition in their first year of formal schooling. Of those, none had access to speech-language pathology services, according to current SPA membership data. There were also 27 local government areas with > 20% of children identified as developmentally vulnerable/at risk in the Communication Skills and General Knowledge domain. Of these, three had access to SLP(s) and these were in regional/metropolitan areas.
  
  
  CONCLUSIONS
  The AEDC provides a means of identifying communities where children are performing well and communities which may benefit from population-based prevention or intervention. Given the number of communities within Australia without access to SLPs, there is a need to reconsider how such population-based services could be delivered, particularly in the communities with higher levels of vulnerability in communication development.
authors.affiliation: School of Community Health, Charles Sturt University , Australia.
authors.forename: Jane Margaret
authors.initials: JM
authors.lastname: MCcormack
authors.forename: Sarah Elizabeth
authors.initials: SE
authors.lastname: Verdon
mesh_terms: D000367:Age Factors; D001315:Australia / Q000453:epidemiology; D019352:Censuses; D002648:Child; D002652:Child Behavior; D002657:Child Development; D002663:Child Language; D002675:Child, Preschool; D003071:Cognition; D003142:Communication; D003147:Communication Disorders / Q000175:diagnosis / Q000453:epidemiology / Q000523:psychology / Q000628:therapy*; D003153:Community Health Services / Q000458:organization & administration*; D003695:Delivery of Health Care / Q000458:organization & administration*; D005260:Female; D006301:Health Services Needs and Demand / Q000458:organization & administration; D006801:Humans; D007360:Intelligence; D008297:Male; D017146:Models, Organizational; D020380:Needs Assessment / Q000458:organization & administration; D009937:Organizational Objectives; D018570:Risk Assessment; D012307:Risk Factors; D013066:Speech-Language Pathology / Q000458:organization & administration*; D035862:Vulnerable Populations
keywords: School-age children; language development; service delivery; speech-language pathology