What to know

Data source
All Social Determinants of Health measures use 5-year estimates from the American Community Survey (ACS).
- ACS is a recurring survey of the U.S. population conducted by the U.S. Census Bureau.
- As with all self-reported sample surveys, ACS data might be subject to error resulting from sampling, nonresponse, or measurement.
- Margins of errors at a 90% confidence interval are provided for each estimate.
Persons aged ≥ 65 years
No broadband internet subscription among households
Crowding among housing units
Housing cost burden among households
No high school diploma among adults aged ≥ 25 years
Persons living below 150% of the poverty level
Persons of racial or ethnic minority status
Single-parent households
Unemployment among people ≥ 16 years in the labor force
- Age and Sex, American Community Survey 1-Year Estimates Subject Tables, Table S0101. United States Census Bureau; 2023. Accessed October 23, 2024. https://data.census.gov/table/ACSST1Y2023.S0101?q=S0101
- Vespa J, Medina L, Armstrong DM. Demographic turning points for the United States: Population projections for 2020 to 2060. Current Population Reports, P25-1144, U.S. Census Bureau; 2020. Accessed October 30, 2023. https://www.census.gov/content/dam/Census/library/publications/2020/demo/p25-1144.pdf
- National Center for Chronic Disease Prevention and Health Promotion. About Chronic Diseases. Centers for Disease Control and Prevention. Accessed October 23, 2024. https://www.cdc.gov/chronic-disease/about/index.html
- National Center for Chronic Disease Prevention and Health Promotion. Healthy Aging at Any Age. Centers for Disease Control and Prevention. Accessed October 23, 2024. https://www.cdc.gov/healthy-aging/about/index.html
- Types of Computers and Internet Subscriptions, American Community Survey, 1-Year Estimates Subject Tables, Table S2801. United States Census Bureau; 2023. Accessed October 23, 2024. https://data.census.gov/table?q=S2801
- 2019 Broadband Deployment Report. Federal Communications Commission, 2019. Accessed October 23, 2024. https://www.fcc.gov/reports-research/reports/broadband-progress-reports/2019-broadband-deployment-report
- Bauerly BC, McCord RF, Hulkower R, Pepin D. Broadband access as a public health issue: the role of law in expanding broadband access and connecting underserved communities for better health outcomes. J Law Med Ethics. 2019;47(2_suppl): 39–42. doi.org/10.1177/1073110519857314
- Broadband Initiatives for Unserved and Underserved Areas. County Health Rankings and Roadmaps; 2021. Accessed October 23, 2024. https://www.countyhealthrankings.org/take-action-to-improve-health/what-works-for-health/strategies/broadband-initiatives-for-unserved-and-underserved-areas
- Division for Heart Disease and Stroke Prevention. Telehealth Interventions to Improve Chronic Disease. Centers for Disease Control and Prevention. Updated May 15, 2024. Accessed October 23, 2024. https://www.cdc.gov/cardiovascular-resources/php/data-research/telehealth.html
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- Healthy People 2030. Housing Instability. U.S Department of Health and Human Services. Accessed June 27, 2023. https://health.gov/healthypeople/priority-areas/social-determinants-health/literature-summaries/housing-instability
- Selected Housing Characteristics, American Community Survey 1-Year Estimates Data Profiles, Table DP04. United States Census Bureau; 2023. Accessed October 23, 2024. https://data.census.gov/table?q=DP04
- Aratani Y, Chau MM, Wight V, Addy SD. Rent burden, housing subsidies and the well-being of children and youth. National Center for Children in Poverty, Columbia University. 2011. https://www.nccp.org/publication/rent-burden-housing-subsidies-and-the-well-being-of-children-and-youth/.
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- Joint Center for Housing Studies. The state of the nation's housing 2023. Harvard University; 2023. Accessed October 30, 2023. https://www.jchs.harvard.edu/sites/default/files/reports/files/Harvard_JCHS_The_State_of_the_Nations_Housing_2023.pdf
- United States Census Bureau. Renters More Likely Than Homeowners to Spend More Than 30% of Income on Housing in Almost All Counties. United States Census Bureau; 2022. Accessed June 29, 2023. https://www.census.gov/library/stories/2022/12/housing-costs-burden.html
- Selected Characteristics of the Total and Native Populations in the United States, American Community Survey 1-Year Estimates Subject Tables, Table S0601. United States Census Bureau; 2023. Accessed October 23, 2024. https://data.census.gov/table?q=S0601
- Freudenberg N, Ruglis J. Reframing school dropout as a public health issue. Prev Chronic Dis. 2007; 4(4):A107.
- Healthy People 2030. High School Graduation. U.S. Department of Health and Human Services. Accessed April 4, 2023.https://health.gov/healthypeople/priority-areas/social-determinants-health/literature-summaries/high-school-graduation
- Rumberger RW. Why students drop out of school and what can be done. University of California Los Angeles: The Civil Rights Project; 2001. https://escholarship.org/uc/item/58p2c3wp
- Krueger PM, Tran MK, Hummer RA, Chang VW. Mortality attributable to low levels of education in the United States. PLoS One. 2015;10(7):e0131809. doi: 10.1371/journal.pone.0131809.
- Vaughn MG, Salas-Wright CP, Maynard BR. Dropping out of school and chronic disease in the United States. J Public Health. 2014; 22, 265–270. doi:10.1007/s10389-014-0615-x.
- Wilson SJ, Tanner-Smith EE. Dropout prevention and intervention programs for improving school completion among school-aged children and youth: A systematic review. JSSWR. 2013; 4(4), 357–372. doi: 10.5243/jsswr.2013.22.
- Poverty Status in the Past 12 Months, American Community Survey 1-Year Estimates Subject Tables, Table S1701. United States Census Bureau; 2023. Accessed October 23, 2024. https://data.census.gov/table?q=S1701
- Healthy People 2030. Poverty. U.S. Department of Health and Human Services. Accessed June 23, 2023. https://health.gov/healthypeople/priority-areas/social-determinants-health/literature-summaries/poverty
- U.S. Department of Agriculture, Economic Research Service. Rural Poverty & Well-Being. U.S. Department of Agriculture; 2022. Updated November 29, 2022. Accessed June 23, 2023. https://www.ers.usda.gov/topics/rural-economy-population/rural-poverty-well-being/
- Khullar D, Chokshi DA. Health, income, & poverty: where we are & what could help. Health Affairs Health Policy Brief. 2018. https://doi.org/10.1377/hpb20180817.901935
- Selected Characteristics of the Total and Native Populations in the United States, American Community Survey 1-Year Estimates Data Profiles, Table S0601. United States Census Bureau; 2023. Accessed October 23, 2024. https://data.census.gov/table?q=S0601
- Healthy People 2030. Discrimination. U.S. Department of Health and Human Services. Accessed August 3, 2023. https://health.gov/healthypeople/priority-areas/social-determinants-health/literature-summaries/discrimination
- Division of Nutrition, Physical Activity, and Obesity. About REACH. Centers for Disease Control and Prevention. Accessed October 23, 2024. https://www.cdc.gov/reach/php/about/
- Households by type, American Community Survey 1-Year Estimates Detailed Tables, Table B11012. United States Census Bureau; 2023. Accessed October 23, 2024. https://data.census.gov/table?q=B11012
- Chiu M, Rahman F, Vigod S, Lau C, Cairney J, Kuryak P. Mortality in single fathers compared with single mothers and partnered parents: a population-based cohort study. Lancet Public Health. 2018;3(3):e115-e123. https://doi.org/10.1016/S2468-2667(18)30003-3
- Chiu M, Rahman F, Kurdyak P, Cairney J, Jembere N, Vigod S. Self-rated health and mental health of lone fathers compared with lone mothers and partnered fathers: a population-based cross-sectional study. J Epidemiol Community Health. 2017 May;71(5):417-423. doi: 10.1136/jech-2016-208005.
- Balistreri KS. Family Structure and Child Food Insecurity: Evidence from the Current Population Survey. Soc Indic Res. 2018;138(3):1171-1185. doi: 10.1007/s11205-017-1700-7.
- Stritzel H, Crosnoe R. Unpacking the linkages between single parent households and early adolescent adjustment. Soc Sci Res. 2023;110:102841. doi: 10.1016/j.ssresearch.2022.102841.
- National Academies of Sciences, Engineering, and Medicine. Vibrant and healthy kids: Aligning science, practice, and policy to advance health equity. The National Academies Press; 2019. https://doi.org/10.17226/25466.
- U.S. Department of Labor, Bureau of Labor Statistics. Employment Situation News Release. U.S. Department of Labor; September 2024. Accessed October 23, 2024. https://www.bls.gov/news.release/empsit.nr0.htm
- U.S. Department of Labor, Bureau of Labor Statistics. How the Government Measures Unemployment. Accessed September 29, 2023. https://www.bls.gov/cps/cps_htgm.htm#unemployed
- Healthy People 2030. Employment. U.S. Department of Health and Human Services. Accessed September 22, 2023. https://health.gov/healthypeople/priority-areas/social-determinants-health/literature-summaries/employment
- National Center on Birth Defects and Developmental Disabilities. Common Barriers to Participation Experienced by People with Disabilities. Centers for Disease Control and Prevention. Accessed June 23, 2023. https://www.cdc.gov/ncbddd/disabilityandhealth/disability-barriers.html.
- Robert Wood Johnson Foundation. How Does Employment — or Unemployment — Affect Health? Health Policy Snapshot. Robert Wood Johnson Foundation; 2013. https://www.rwjf.org/en/library/research/2012/12/how-does-employment–or-unemployment–affect-health-.html
- Avendano M, Berkman LF. Labor markets, employment policies, and health. In: Berkman LF, Kawachi I, Glymour MM, eds. Social Epidemiology. 2nd edition. Oxford Academic; 2014; 182–233. doi: 10.1093/med/9780195377903.003.0006.