title: A tale of two cities: the role of neighborhood socioeconomic status in spatial clustering of bystander CPR in Austin and Houston.
abstract: BACKGROUND
  Despite evidence to suggest significant spatial variation in out-of-hospital cardiac arrest (OHCA) and bystander cardiopulmonary resuscitation (BCPR) rates, geographic information systems (GIS) and spatial analysis have not been widely used to understand the reasons behind this variation. This study employs spatial statistics to identify the location and extent of clusters of bystander CPR in Houston and Travis County, TX.
  
  
  METHODS
  Data were extracted from the Cardiac Arrest Registry to Enhance Survival for two U.S. sites - Austin-Travis County EMS and the Houston Fire Department - between October 1, 2006 and December 31, 2009. Hierarchical logistic regression models were used to assess the relationship between income and racial/ethnic composition of a neighborhood and BCPR for OHCA and to adjust expected counts of BCPR for spatial cluster analysis. The spatial scan statistic was used to find the geographic extent of clusters of high and low BCPR.
  
  
  RESULTS
  Results indicate spatial clusters of lower than expected BCPR rates in Houston. Compared to BCPR rates in the rest of the community, there was a circular area of 4.2km radius where BCPR rates were lower than expected (RR=0.62; p<0.0001 and RR=0.55; p=0.037) which persist when adjusted for individual-level patient characteristics (RR=0.34; p=0.027) and neighborhood-level race (RR=0.34; p=0.034) and household income (RR=0.34; p=0.046). We also find a spatial cluster of higher than expected BCPR in Austin. Compared to the rest of the community, there was a 23.8km radius area where BCPR rates were higher than expected (RR=1.75; p=0.07) which disappears after controlling for individual-level characteristics.
  
  
  CONCLUSIONS
  A geographically targeted CPR training strategy which is tailored to individual and neighborhood population characteristics may be effective in reducing existing disparities in the provision of bystander CPR for out-of-hospital cardiac arrest.
authors: Department of Geography and Institute for Behavioral Science, University of Colorado at Boulder, 260 UCB, Boulder, CO 80309, USA. elisabeth.root@colorado.edu
authors: Elisabeth Dowling
authors: ED
authors: Root
authors: Louis
authors: L
authors: Gonzales
authors: David E
authors: DE
authors: Persse
authors: Paul R
authors: PR
authors: Hinchey
authors: Bryan
authors: B
authors: McNally
authors: Comilla
authors: C
authors: Sasson
mesh_terms: D000368:Aged; D016887:Cardiopulmonary Resuscitation / Q000706:statistics & numerical data*; D016000:Cluster Analysis; D005260:Female; D040362:Geographic Information Systems; D006801:Humans; D016015:Logistic Models; D008297:Male; D008875:Middle Aged; D058687:Out-of-Hospital Cardiac Arrest / Q000453:epidemiology* / Q000628:therapy; D012042:Registries; D012111:Residence Characteristics; D012923:Social Class; D013781:Texas / Q000453:epidemiology