Literature DB >> 23267775

Spatial clusters of autism births and diagnoses point to contextual drivers of increased prevalence.

Soumya Mazumdar1, Alix Winter, Ka-Yuet Liu, Peter Bearman.   

Abstract

Autism prevalence has risen dramatically over the past two decades in California. Although often suggested to have been crucial to the rise of autism, environmental and social contextual drivers of diagnosis have not been extensively examined. Identifying the spatial patterning of autism cases at birth and at diagnosis can help clarify which contextual drivers are affecting autism's rising prevalence. Children with autism not co-morbid with mental retardation served by the California Department of Developmental Services during the period 1992-2005 were matched to California's Birth Master Files. We search for spatial clusters of autism at time of birth and at time of diagnosis using a spatial scan approach that controls for key individual-level risk factors. We then test whether indicators of neighborhood-level diagnostic resources are associated with the diagnostic clusters and assess the extent of clustering by autism symptom severity through a multivariate scan. Finally, we test whether children who move into neighborhoods with higher levels of resources are more likely to receive an autism diagnosis relative to those who do not move with regard to resources. Significant birth and diagnostic clusters of autism are observed independent of key individual-level risk factors. While the clusters overlap, there is a strong positive association between the diagnostic clusters and neighborhood-level diagnostic resources. In addition, children with autism who are higher functioning are more likely to be diagnosed within a cluster than children with autism who are lower functioning. Most importantly, children who move into a neighborhood with more diagnostic resources than their previous residence are more likely to subsequently receive an autism diagnosis than children whose neighborhood resources do not change. We identify birth and diagnostic clusters of autism in California that are independent of individual-level autism risk factors. Our findings implicate a causal relationship between neighborhood-level diagnostic resources and spatial patterns of autism incidence but do not rule out the possibility that environmental toxicants have also contributed to autism risk.
Copyright © 2012 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Autism; California; GIS; Geography; Mobility; Neighborhood resources; Spatial clustering

Mesh:

Year:  2012        PMID: 23267775      PMCID: PMC3612561          DOI: 10.1016/j.socscimed.2012.11.032

Source DB:  PubMed          Journal:  Soc Sci Med        ISSN: 0277-9536            Impact factor:   4.634


  38 in total

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2.  The influence of regional health care structures on delay in diagnosis of rare diseases: the case of Marfan Syndrome.

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3.  Geographic hierarchies of diagnostic practice style in cerebrovascular disease.

Authors:  Nikolaos Yiannakoulias; Michael D Hill; Lawrence W Svenson
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4.  Log-linear models for cancer risk among migrants.

Authors:  J Kaldor; M Khlat; D M Parkin; S Shiboski; R Steinitz
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5.  Risk as Social Context: Immigration Policy and Autism in California.

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6.  Higher physician density is associated with lower incidence of late-stage colorectal cancer.

Authors:  Ashwin N Ananthakrishnan; Raymond G Hoffmann; Kia Saeian
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7.  Cohort effects explain the increase in autism diagnosis among children born from 1992 to 2003 in California.

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8.  Estimated autism risk and older reproductive age.

Authors:  Marissa D King; Christine Fountain; Diana Dakhlallah; Peter S Bearman
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9.  The changing prevalence of autism in California.

Authors:  Lisa A Croen; Judith K Grether; Jenny Hoogstrate; Steve Selvin
Journal:  J Autism Dev Disord       Date:  2002-06

10.  Thimerosal and the occurrence of autism: negative ecological evidence from Danish population-based data.

Authors:  Kreesten M Madsen; Marlene B Lauritsen; Carsten B Pedersen; Poul Thorsen; Anne-Marie Plesner; Peter H Andersen; Preben B Mortensen
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  19 in total

1.  Autism Spectrum Disorder: Incidence and Time Trends Over Two Decades in a Population-Based Birth Cohort.

Authors:  Scott M Myers; Robert G Voigt; Robert C Colligan; Amy L Weaver; Curtis B Storlie; Ruth E Stoeckel; John D Port; Slavica K Katusic
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3.  A Scoping Review of Health Disparities in Autism Spectrum Disorder.

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Journal:  Acad Pediatr       Date:  2019-03-08       Impact factor: 3.107

5.  Geographic Patterns of Autism Spectrum Disorder Among Children of Participants in Nurses' Health Study II.

Authors:  Kate Hoffman; Marc G Weisskopf; Andrea L Roberts; Raanan Raz; Jaime E Hart; Kristen Lyall; Elin M Hoffman; Francine Laden; Verónica M Vieira
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6.  Autism spectrum disorder prevalence and associations with air concentrations of lead, mercury, and arsenic.

Authors:  Aisha S Dickerson; Mohammad H Rahbar; Amanda V Bakian; Deborah A Bilder; Rebecca A Harrington; Sydney Pettygrove; Russell S Kirby; Maureen S Durkin; Inkyu Han; Lemuel A Moyé; Deborah A Pearson; Martha Slay Wingate; Walter M Zahorodny
Journal:  Environ Monit Assess       Date:  2016-06-14       Impact factor: 2.513

7.  Comparison of Perinatal Risk Factors Associated with Autism Spectrum Disorder (ASD), Intellectual Disability (ID), and Co-occurring ASD and ID.

Authors:  Laura A Schieve; Heather B Clayton; Maureen S Durkin; Martha S Wingate; Carolyn Drews-Botsch
Journal:  J Autism Dev Disord       Date:  2015-08

8.  Autism spectrum disorder prevalence and proximity to industrial facilities releasing arsenic, lead or mercury.

Authors:  Aisha S Dickerson; Mohammad H Rahbar; Inkyu Han; Amanda V Bakian; Deborah A Bilder; Rebecca A Harrington; Sydney Pettygrove; Maureen Durkin; Russell S Kirby; Martha Slay Wingate; Lin Hui Tian; Walter M Zahorodny; Deborah A Pearson; Lemuel A Moyé; Jon Baio
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9.  Spatial relative risk patterns of autism spectrum disorders in Utah.

Authors:  Amanda V Bakian; Deborah A Bilder; Hilary Coon; William M McMahon
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10.  Spatiotemporal distribution of autism spectrum disorder prevalence among birth cohorts during 2000-2011 in Israel.

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