500 Cities: Local Data for Better Health, 2016 release

This is the complete dataset for the 500 Cities project 2016 release. This dataset includes 2013, 2014 model-based small area estimates for 27 measures of chronic disease related to unhealthy behaviors (5), health outcomes (13), and use of preventive services (9). Data were provided by the Centers for Disease Control and Prevention (CDC), Division of Population Health, Epidemiology and Surveillance Branch. The project was funded by the Robert Wood Johnson Foundation (RWJF) in conjunction with the CDC Foundation. It represents a first-of-its kind effort to release information on a large scale for cities and for small areas within those cities. It includes estimates for the 500 largest US cities and approximately 28,000 census tracts within these cities. These estimates can be used to identify emerging health problems and to inform development and implementation of effective, targeted public health prevention activities. Because the small area model cannot detect effects due to local interventions, users are cautioned against using these estimates for program or policy evaluations. Data sources used to generate these measures include Behavioral Risk Factor Surveillance System (BRFSS) data (2013, 2014), Census Bureau 2010 census population data, and American Community Survey (ACS) 2009-2013, 2010-2014 estimates. More information about the methodology can be found at www.cdc.gov/500cities. Note: During the process of uploading the 2015 estimates, CDC found a data discrepancy in the published 500 Cities data for the 2014 city-level obesity crude prevalence estimates caused when reformatting the SAS data file to the open data format. . The small area estimation model and code were correct. This data discrepancy only affected the 2014 city-level obesity crude prevalence estimates on the Socrata open data file, the GIS-friendly data file, and the 500 Cities online application. The other obesity estimates (city-level age-adjusted and tract-level) and the Mapbooks were not affected. No other measures were affected. The correct estimates are update in this dataset on October 25, 2017.

Data and Resources

Field Value
accessLevel public
bureauCode {009:20}
catalog_@context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
catalog_@id https://healthdata.gov/data.json
catalog_conformsTo https://project-open-data.cio.gov/v1.1/schema
catalog_describedBy https://project-open-data.cio.gov/v1.1/schema/catalog.json
describedBy https://chronicdata.cdc.gov/500-Cities/500-Cities-Local-Data-for-Better-Health-2016-relea/9z78-nsfp
identifier https://data.cdc.gov/api/views/9z78-nsfp
issued 2018-10-11
landingPage https://data.cdc.gov/d/9z78-nsfp
license http://opendefinition.org/licenses/odc-odbl/
modified 2021-01-04
programCode {009:020}
publisher Centers for Disease Control and Prevention
references {https://academic.oup.com/aje/article/179/8/1025/109078,https://academic.oup.com/aje/article/182/2/127/93984,https://www.cdc.gov/pcd/issues/2017/pdf/17_0281.pdf,https://www.cdc.gov/pcd/issues/2018/18_0313.htm}
resource-type Dataset
source_datajson_identifier true
source_hash 7ed1ea48639618f691185dd9f8eadacfb564efb7
source_schema_version 1.1
theme {"500 Cities & Places"}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • 500-cities
  • amerigeo
  • amerigeoss
  • census
  • ckan
  • estimates
  • geo
  • geoss
  • national
  • north-america
  • prevalence
  • tracts
  • united-states
isopen False
license_id other-license-specified
license_title other-license-specified
maintainer 500 Cities Public Inquiries
maintainer_email places@cdc.gov
metadata_created 2025-11-22T22:46:59.022648
metadata_modified 2025-11-22T22:46:59.022652
notes This is the complete dataset for the 500 Cities project 2016 release. This dataset includes 2013, 2014 model-based small area estimates for 27 measures of chronic disease related to unhealthy behaviors (5), health outcomes (13), and use of preventive services (9). Data were provided by the Centers for Disease Control and Prevention (CDC), Division of Population Health, Epidemiology and Surveillance Branch. The project was funded by the Robert Wood Johnson Foundation (RWJF) in conjunction with the CDC Foundation. It represents a first-of-its kind effort to release information on a large scale for cities and for small areas within those cities. It includes estimates for the 500 largest US cities and approximately 28,000 census tracts within these cities. These estimates can be used to identify emerging health problems and to inform development and implementation of effective, targeted public health prevention activities. Because the small area model cannot detect effects due to local interventions, users are cautioned against using these estimates for program or policy evaluations. Data sources used to generate these measures include Behavioral Risk Factor Surveillance System (BRFSS) data (2013, 2014), Census Bureau 2010 census population data, and American Community Survey (ACS) 2009-2013, 2010-2014 estimates. More information about the methodology can be found at www.cdc.gov/500cities. Note: During the process of uploading the 2015 estimates, CDC found a data discrepancy in the published 500 Cities data for the 2014 city-level obesity crude prevalence estimates caused when reformatting the SAS data file to the open data format. . The small area estimation model and code were correct. This data discrepancy only affected the 2014 city-level obesity crude prevalence estimates on the Socrata open data file, the GIS-friendly data file, and the 500 Cities online application. The other obesity estimates (city-level age-adjusted and tract-level) and the Mapbooks were not affected. No other measures were affected. The correct estimates are update in this dataset on October 25, 2017.
num_resources 4
num_tags 13
title 500 Cities: Local Data for Better Health, 2016 release