DOI: 10.5281/zenodo.10982453
title: AHRQ and NaNDA Included Variables

description: All credit for variables in AHRQ_included_variables.csv is attributed to 



AHRF:  Area Health Resources Files (AHRF) 2009-2018. US Department of Health andHuman Services, Health Resources and Services Administration, Bureau of Health Workforce,Rockville, MD.

AHRQ SDOH Database (v1), from American Hospital Association Annual Survey Data,https://www.ahadata.com/, 

AHRQ SDOH Database (v1), from Health Resources and Services Administration. (2021, Nov 1).Area Health Resources Files [Database]. U.S. Department of Health and Human Services, HealthResources and Services Administration, Bureau of Health Workforce.https://data.hrsa.gov/data/download.

AHRQ SDOH Database (v1), from the Foundation for AIDS Research. Opioid & Health IndicatorsDatabase. https://opioid.amfar.org/about/download 

AHRQ SDOH Database (v1), from United States Census Bureau. (n.d.). County Adjacency File[Data file]. https://www.census.gov/geographies/reference-files/2010/geo/countyadjacency.html. 

AHRQ SDOH Database (v1), from United States Census Bureau. County Business Patterns [Dataseries]. U.S. Department of Commerce, Bureau of the Census, Data User Services Division.https://www.census.gov/programs-surveys/cbp/data/tables.html. 

AHRQ SDOH Database (v1), from Local Education Agency (School District) Finance Survey (F-33)Data, v.1a—Provisional Common Core of Data (CCD) - CCD Data Files (ed.gov). Retrieved March2021 from https://nces.ed.gov/ccd/files.asp#Fiscal:1,LevelId:5,Page:1. 

AHRQ SDOH Database (v1), from Centers for Disease Control and Prevention, Division for HeartDisease and Stroke Prevention, Interactive Atlas of Heart Disease and Stroke,http://nccd.cdc.gov/DHDSPAtlas. 

AHRQ SDOH Database (v1), from Centers for Disease Control and Prevention. NCHHSTPAtlasPlus. Updated 2017. https://www.cdc.gov/nchhstp/atlas/index.htm. 

AHRQ SDOH Database (v1), from PLACES: Local Data for Better Health. Center for DiseaseControl and Prevention (2020 and 2021 Release). Retrieved January 2022 from:https://chronicdata.cdc.gov/browse?category=500+Cities+%26+Places&sortBy=newest&utf8. 

AHRQ SDOH Database (v1), from Centers for Disease Control and Prevention, National Center forHealth Statistics. Multiple Cause of Death, 1999–2019, in CDC WONDER Online Database. (2021).Data are from the Multiple Cause of Death Files, 1999–2019, as compiled from data provided bythe 57 vital statistics jurisdictions through the Vital Statistics Cooperative Program.http://wonder.cdc.gov/mcd-icd10.html. 

United States Census Bureau. Cartographic Boundary Files – Shapefile.https://www.census.gov/geographies/mapping-files/time-series/geo/carto-boundary-file.html.

AHRQ SDOH Database (v1), from Robert Wood Johnson Foundation, & University of WisconsinPopulation Health Institute. (2020). County Health Rankings & Roadmaps.https://www.countyhealthrankings.org. 

AHRQ SDOH Database (v1), from U.S. Department of Education. (n.d.). Civil Rights DataCollection. Retrieved September 2021, from https://ocrdata.ed.gov. 

AHRQ SDOH Database (v1), from Community Resilience Estimates Social, Economic, andHousing Statistics Division U.S. Census Bureau. Retrieved September 2021 fromhttps://www.census.gov/programs-surveys/community-resilience-estimates.html. 

AHRQ SDOH Database (v1), from United States Environmental Protection Agency. Outdoor AirQuality Data. Air Quality Statistics Report. Retrieved March 2022 from:https://www.epa.gov/outdoor-air-quality-data/air-quality-statistics-report

AHRQ SDOH Database (v1), from United States Environmental Protection Agency (EPA) NationalWalkability Index (2021). Retrieved June 2021 from: https://catalog.data.gov/dataset/walkabilityindex.

AHRQ SDOH Database (v1), from U.S. Department of Agriculture, Economic Research Service.2010 Rural-Urban Commuting Area codes, from https://www.ers.usda.gov/data-products/ruralurban-commuting-area-codes.

AHRQ SDOH Database (v1), from Economic Research Service (ERS), U.S. Department ofAgriculture (USDA). Food Access Research Atlas, Retrieved November 2021 fromhttps://www.ers.usda.gov/data-products/food-access-research-atlas/

AHRQ SDOH Database (v1), from U.S. Department of Agriculture (USDA), Economic ResearchService (ERS) 2020. Food Environment Atlas. Retrieved September 2021 from:https://www.ers.usda.gov/data-products/food-environment-atlas/data-access-anddocumentation-downloads/. 

AHRQ SDOH Database (v1), from LTCFocus Public Use Data sponsored by the National Instituteon Aging (P01 AG027296) through a cooperative agreement with the Brown University School ofPublic Health. Available at www.ltcfocus.org. https://doi.org/10.26300/h9a2-2c26. 

AHRQ SDOH Database (v1), from Centers for Medicare & Medicaid Services. (n.d.). Home HealthCompare. https://www.medicare.gov/nursinghomecompare/search.html. 

AHRQ SDOH Database (v1), from the Department of Homeland Security. Homeland InfrastructureFoundation-Level Data (HIFLD)—Urgent Care Facilities. 2018. Available: https://hifldgeoplatform.opendata.arcgis.com/datasets/urgent-care-facilities. 

AHRQ SDOH Database (v1), from the Indian Health Service. IHS facilities. 2021. Available:https://www.ihs.gov/locations/. 

AHRQ SDOH Database (v1), from the Centers for Medicare & Medicaid Services. (2020, June). MAState/County Penetration, from https://www.cms.gov/Research-Statistics-DataandSystems/Statistics-Trends-and-Reports/MCRAdvPartDEnrolData/MA-State-CountyPenetration. 

AHRQ SDOH Database (v1), from the Centers for Medicare & Medicaid Services. (2020, June).Medicare Geographic Variation Public Use File, from https://www.cms.gov/Research-StatisticsData-and-Systems/Statistics-Trends-and-Reports/Medicare-Geographic-Variation/GV_PUF. 

AHRQ SDOH Database (v1), from the Centers for Disease Control and Prevention; U.S.Department of Health and Human Services; Agency for Toxic Substances and Disease Registry.Minority Health Social Vulnerability Index 2018. Retrieved July 2021 fromhttps://www.minorityhealth.hhs.gov/minority-health-svi/.

AHRQ SDOH Database (v1), from the Centers for Medicare & Medicaid Services, Office of MinorityHealth. (2020). Medicare Mapping Disparities Tool, from https://data.cms.gov/tools/mappingmedicare-disparities-by-population. 

AHRQ SDOH Database (v1), from the Health Resources and Services Administration. (2021).Medically Underserved Areas, from https://data.hrsa.gov/data/download. 

AHRQ SDOH Database (v1), from Ingram, D. D., & Franco, S. J. (2014, April). 2013 NCHS urban–rural classification scheme for counties. Vital and Health Statistics. Series 2, Data Evaluation andMethods Research. Number 166, 1–73. https://pubmed.ncbi.nlm.nih.gov/24776070.

AHRQ SDOH Database (v1), from the Centers for Disease Control and Prevention. (2020).National Environmental Public Health Tracking Network from https://www.cdc.gov/ephtracking. 

AHRQ SDOH Database (v1), from the Centers for Medicare & Medicaid Services. (n.d.). NursingHome Compare. https://www.medicare.gov/nursinghomecompare/search.html. 

Vose, R. S., Applequist, S., Squires, M., Durre, I., Menne, M. J., Williams, C. N., Jr., Fenimore, C.,Gleason, K., & Arndt, D. (2014). Improved Historical Temperature and Precipitation Time Series forU.S. Climate Divisions, Journal of Applied Meteorology and Climatology, 53(5), 1232-1251.Retrieved Oct 29, 2021, from https://journals.ametsoc.org/view/journals/apme/53/5/jamc-d-13-0248.1.xml.AHRQ SDOH Database (v1), from Vose, Russell S.; Applequist, Scott; Squires, Mike; Durre, Imke;Menne, Matthew J.; Williams, Claude N., Jr.; Fenimore, Chris; Gleason, Karin; Arndt, Derek (2014):NOAA Monthly U.S. Climate Divisional Database (NClimDiv). NOAA National Climatic Data Center.doi:10.7289/V5M32STR. Retrieved from: https://www.ncei.noaa.gov/data/climdiv/access/.

AHRQ SDOH Database (v1), from National Center for Environmental Information (NCEI), NationalEnvironmental Satellite, Data and Information Service (NESDIS) and National Oceanic andAtmospheric Administration (NOAA), Storm Events Database 2009-2020 Retrieved August 2021from https://www.ncei.noaa.gov/pub/data/swdi/stormevents/csvfiles/. 

AHRQ SDOH Database (v1), from U.S. Census Bureau, Opportunity Insights. Opportunity Atlas [AllOutcomes by Census Tract Race, Gender, and Parental Income Percentile, All Outcomes byCounty Race, Gender, and Parental Income Percentile] Retrieved October 2021 from:https://www.c

AHRQ SDOH Database (v1), from National Center for Education Statistics. U.S. Skills Map: Stateand County Indicators of Adult Literacy and Numeracy. Retrieved March 2021 from:https://nces.ed.gov/surveys/piaac/skillsmap/. 

AHRQ SDOH Database (v1), from Centers for Medicare & Medicaid Services. (n.d.). PhysicianCompare. https://data.cms.gov/provider-data/topics/doctors-clinicians. 

AHRQ SDOH Database (v1), from Centers for Medicare & Medicaid Services. (n.d.). Provider ofServices File. https://www.cms.gov/Research-Statistics-Data-and-Systems/Downloadable-PublicUse-Files/Provider-of-Services. 

AHRQ SDOH Database (v1), from Small Area Health Insurance Estimates. (n.d.). U.S. CensusBureau. https://www.census.gov/data/datasets/time-series/demo/sahie/estimates-acs.html 

AHRQ SDOH Database (v1), from Reardon, S. F., Ho, A. D., Shear, B. R., Fahle, E. M., Kalogrides, D.,Jang, H., & Chavez, B. (2021). Stanford Education Data Archive (Version 4.1)[seda_county_long_cs_4.1]. Retrieved July 2021 from http://purl.stanford.edu/db586ns4974

AHRQ SDOH Database (v1), from Centers for Disease Control and Prevention; Agency for ToxicSubstances and Disease Registry; Geospatial Research, Analysis, and Services Program. SocialVulnerability Index 2018, 2016, 2014, and 2010 [Databases]. Retrieved fromhttps://www.atsdr.cdc.gov/placeandhealth/svi/data_documentation_download.html

AHRQ SDOH Database (v1), from Centers for Disease Control and Prevention. (2020). U.S. CancerStatistics. Retrieved from https://www.cdc.gov/cancer/uscs/dataviz/download_data.html. 

Aaron van Donkelaar, Melanie S. Hammer, Liam Bindle, Michael Brauer, Jeffery R. Brook, MichaelJ. Garay, N. Christina Hsu, Olga V. Kalashnikova, Ralph A. Kahn, Colin Lee, Robert C. Levy, AlexeiLyapustin, Andrew M. Sayer and Randall V. Martin (2021). Monthly Global Estimates of FineParticulate Matter and Their Uncertainty Environmental Science & Technology, 2021,doi:10.1021/acs.est.1c05309. https://pubs.acs.org/doi/abs/10.1021/acs.est.1c05309.AHRQ SDOH Database (v1), from Atmospheric Composition Analysis Group, WashingtonUniversity in Saint Louis. Surface PM2.5: Global/Regional Estimates (V5.GL.02) Annual meanPM2.5 [ug/m3] at 0.01° × 0.01° (2009-2020) Retrieved December 2021 from:https://wustl.app.box.com/v/ACAG-V5GL02-GWRPM25/folder/148055284876


 

All credit for variables in NaNDA_included_variables.csv is attributed to:



https://nanda.isr.umich.edu/data/

https://www.icpsr.umich.edu/web/ICPSR/series/1920