OLS Spatial Regression Model for Childhood Asthma Visits and Heating Fuels (2011-2018)
Dublin Core
Title
OLS Spatial Regression Model for Childhood Asthma Visits and Heating Fuels (2011-2018)
Subject
OLS spatial regression model for childhood asthma visits to the emergency department and household heating fuels by county in Arizona, Colorado, and Utah.
Description
An OLS spatial regression was performed to look at the relationship between children ages 5-14 visiting an emergency department for asthma and the explanatory variables of the percentage of children under the age of 18 living in poverty, fuels used to heat the home, and the percentage of people who currently smoke. All data was county-level for the states of Arizona, Colorado, and Utah for 2011-2018. New Mexico asthma data were not available.
Creator
Sarah Callaway
Source
Asthma and Population Data:
Arizona EPHT Explorer https://gis.azdhs.gov/ephtexplorer/
Colorado Environmental Public Health Tracking https://coepht.colorado.gov/asthma-data
Utah IBIS Public Health Indicator Based Information System https://ibis.health.utah.gov/ibisph-view/indicator/view/AsthED.Cnty.html
Smoking and Poverty Data: U.S. Census Bureau, 2015-2019 American Community Survey 5-Year Estimates https://data.census.gov/cedsci/
Heating Fuels Data: U.S. Census Bureau, 2015-2019 American Community Survey 5-Year Estimates, Selected Housing Characteristics https://data.census.gov/cedsci/table?q=ACS%20selected%20Housing%20Characteristics%20heating%20fuel&g=0400000US04.050000,08.050000,35.050000,49.050000&tid=ACSDT1Y2019.B25040&hidePreview=true
Geographic Data: All state and county geographic information was downloaded into ArcGIS Pro 2.7.1 from U.S. Census TIGER/Line Shapefiles https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html
Arizona EPHT Explorer https://gis.azdhs.gov/ephtexplorer/
Colorado Environmental Public Health Tracking https://coepht.colorado.gov/asthma-data
Utah IBIS Public Health Indicator Based Information System https://ibis.health.utah.gov/ibisph-view/indicator/view/AsthED.Cnty.html
Smoking and Poverty Data: U.S. Census Bureau, 2015-2019 American Community Survey 5-Year Estimates https://data.census.gov/cedsci/
Heating Fuels Data: U.S. Census Bureau, 2015-2019 American Community Survey 5-Year Estimates, Selected Housing Characteristics https://data.census.gov/cedsci/table?q=ACS%20selected%20Housing%20Characteristics%20heating%20fuel&g=0400000US04.050000,08.050000,35.050000,49.050000&tid=ACSDT1Y2019.B25040&hidePreview=true
Geographic Data: All state and county geographic information was downloaded into ArcGIS Pro 2.7.1 from U.S. Census TIGER/Line Shapefiles https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html
Publisher
Website maintained by Chantel Sloan, Associate Professor in the Public Health Department at Brigham Young University
Date
2011-2018
Rights
All datasets are publicly available through state public health data portals and the U.S. Census.
Format
PDF
Language
English
Type
Map file generated using ArcGIS Pro 2.7.1
Coverage
All data are county level for the states of Arizona, Colorado, and Utah 2011-2018. Application is limited to this geographical area and timeframe.
Files
Reference
OLS Spatial Regression Model for Childhood Asthma Visits and Heating Fuels (2011-2018), Sarah Callaway, Website maintained by Chantel Sloan, Associate Professor in the Public Health Department at Brigham Young University, 2011-2018