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The Proportion of Deaths in Virginia Associated With  Reduced Household Income: The Virginia Study 2011 Virginia TeleHealth Summit April 6, 2011 Wintergreen Resort, Virginia Robert E. Johnson, PhD Department of Biostatistics Department of Family Medicine VCU Center on Human Needs Virginia Commonwealth University Richmond, Virginia
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Avertable Deaths Associated With Household Income in Virginia, Am J Public Health . 2010 Apr;100(4):750-5.
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Background ,[object Object],[object Object],[object Object]
Background ,[object Object],[object Object],[object Object],[object Object]
 
 
Setting ,[object Object],[object Object]
Poverty in Virginia
Poverty in Virginia Source : U.S. Department of Agriculture, Economic Research Service   Rural Urban Total Poverty rate (%) 2009 15.9 9.7 10.6 Per-capita income 2008 30,024 46,410 44,075 Earnings per job 2008 34,796 55,936 53,585
Setting ,[object Object],[object Object],[object Object]
U.S. Census Bureau, American Community Survey Reports, ACS-09, Income, Earnings, and Poverty: Data From the 2007 American Community Survey, U.S. Government Printing Office, Washington, DC, 2008.
Fairfax County, Virginia
Setting ,[object Object],[object Object],[object Object],[object Object]
Our Question ,[object Object]
Methods: Data Sources ,[object Object],[object Object],[object Object]
Methods: Reference Population ,[object Object],[object Object]
Counties/Cities Comprising Reference Population (RP) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Methods: Avertable Deaths ,[object Object],[object Object],[object Object]
Methods: Avertable Deaths ,[object Object],[object Object],[object Object]
Results ,[object Object],[object Object],[object Object]
Proportion of Deaths Averted, By Year
Absolute Number of Avertable Deaths in Virginia 220,211
Demographic Profile of Averted Deaths * 2005-2009 American Community Survey 5-year Estimates Demographic characteristics Proportion of averted deaths (%) 2005-2009 ACS* Population (%) Gender Male 49.2 49.1 Female 50.8  50.9 Age (years) 0-19 2.3 26.8 20-49 9.4 43.4 50-64 17.2 18.1 65 and above 71.1 11.8 Race/ethnicity Non-Hispanic whites 75.6 67.0 Non-Hispanic blacks 23.2 19.3 Hispanics 0.6 6.7
Avertable Deaths Among Adults (Age  >  20)  by Educational Attainment * * Some college  = 1-3 years of post-secondary education,  college  = 4 or more years  of post-secondary education * 2005-2009 American Community Survey 5-year Estimates
Avertable Deaths, by County, 2000-2004 Proportion of deaths averted
Averted Deaths, by County, 2000-2004 Proportion of deaths averted
Eastern Shore Richmond Williamsburg Charles City  County Petersburg Dinwiddie County Virginia Beach Chesapeake Norfolk Prince George County Henrico County Chesterfield  County Middle Peninsula Emporia Suffolk Sussex County Newport News Brunswick County
Charles City  County (40.4%) Prince George County (26.4%) Dinwiddie County (40.4%) Study results Source : U.S. Census Bureau, Quick Facts, http://quickfacts.census.gov/qfd/states/51000.html VA=81.5% VA=$51,103 VA=$125,400
Averted Deaths by Rural-Urban Continuum 2003 Rural-Urban Continuum Codes Metro  counties:  1 Counties in metro areas of 1 million population or more 2 Counties in metro areas of 250,000 to 1 million population 3 Counties in metro areas of fewer than 250,000 population Nonmetro counties :  4 Urban population of 20,000 or more, adjacent to a metro area 5 Urban population of 20,000 or more, not adjacent to a metro area 6 Urban population of 2,500 to 19,999, adjacent to a metro area 7 Urban population of 2,500 to 19,999, not adjacent to a metro area 8 Completely rural or less than 2,500 urban population, adjacent to a metro area 9 Completely rural or less than 2,500 urban population, not adjacent to a metro area
Urban-Rural Continuum 2000* * Source : U.S. Department of Agriculture, Economic Research Service, using data from the U.S. Bureau of the Census. Map from Atlas of  Rural and Small Town America Avertable deaths, by city/county* * Source : study results
Averted Deaths by Metro, Non-Metro
Non-Metro cities/counties, 2000* * Source : U.S. Department of Agriculture, Economic Research Service, using data from the U.S. Bureau of the Census. Map from Atlas of  Rural and Small Town America Avertable deaths, by city/county* * Source : study results
Averted Deaths by Population Density
Population Density, 2009* * Source : U.S. Department of Agriculture, Economic Research Service, using data from the U.S. Bureau of the Census. Map from Atlas of  Rural and Small Town America Avertable deaths, by city/county* * Source : study results
Top 5 Counties in Percent Averted Deaths
Top 5 Cities in Percent Averted Deaths
Discussion ,[object Object],[object Object]
Discussion ,[object Object],[object Object]
Limitations ,[object Object],[object Object],[object Object],[object Object],[object Object]
Online Data: Avertable Deaths in Virginia ,[object Object]
Other Links ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Other Studies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
 
MyPreventiveCare may be used to ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you! ,[object Object],[object Object]

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Income and Health

  • 1. The Proportion of Deaths in Virginia Associated With Reduced Household Income: The Virginia Study 2011 Virginia TeleHealth Summit April 6, 2011 Wintergreen Resort, Virginia Robert E. Johnson, PhD Department of Biostatistics Department of Family Medicine VCU Center on Human Needs Virginia Commonwealth University Richmond, Virginia
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  • 10. Poverty in Virginia Source : U.S. Department of Agriculture, Economic Research Service   Rural Urban Total Poverty rate (%) 2009 15.9 9.7 10.6 Per-capita income 2008 30,024 46,410 44,075 Earnings per job 2008 34,796 55,936 53,585
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  • 12. U.S. Census Bureau, American Community Survey Reports, ACS-09, Income, Earnings, and Poverty: Data From the 2007 American Community Survey, U.S. Government Printing Office, Washington, DC, 2008.
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  • 22. Proportion of Deaths Averted, By Year
  • 23. Absolute Number of Avertable Deaths in Virginia 220,211
  • 24. Demographic Profile of Averted Deaths * 2005-2009 American Community Survey 5-year Estimates Demographic characteristics Proportion of averted deaths (%) 2005-2009 ACS* Population (%) Gender Male 49.2 49.1 Female 50.8 50.9 Age (years) 0-19 2.3 26.8 20-49 9.4 43.4 50-64 17.2 18.1 65 and above 71.1 11.8 Race/ethnicity Non-Hispanic whites 75.6 67.0 Non-Hispanic blacks 23.2 19.3 Hispanics 0.6 6.7
  • 25. Avertable Deaths Among Adults (Age > 20) by Educational Attainment * * Some college = 1-3 years of post-secondary education, college = 4 or more years of post-secondary education * 2005-2009 American Community Survey 5-year Estimates
  • 26. Avertable Deaths, by County, 2000-2004 Proportion of deaths averted
  • 27. Averted Deaths, by County, 2000-2004 Proportion of deaths averted
  • 28. Eastern Shore Richmond Williamsburg Charles City County Petersburg Dinwiddie County Virginia Beach Chesapeake Norfolk Prince George County Henrico County Chesterfield County Middle Peninsula Emporia Suffolk Sussex County Newport News Brunswick County
  • 29. Charles City County (40.4%) Prince George County (26.4%) Dinwiddie County (40.4%) Study results Source : U.S. Census Bureau, Quick Facts, http://quickfacts.census.gov/qfd/states/51000.html VA=81.5% VA=$51,103 VA=$125,400
  • 30. Averted Deaths by Rural-Urban Continuum 2003 Rural-Urban Continuum Codes Metro counties: 1 Counties in metro areas of 1 million population or more 2 Counties in metro areas of 250,000 to 1 million population 3 Counties in metro areas of fewer than 250,000 population Nonmetro counties : 4 Urban population of 20,000 or more, adjacent to a metro area 5 Urban population of 20,000 or more, not adjacent to a metro area 6 Urban population of 2,500 to 19,999, adjacent to a metro area 7 Urban population of 2,500 to 19,999, not adjacent to a metro area 8 Completely rural or less than 2,500 urban population, adjacent to a metro area 9 Completely rural or less than 2,500 urban population, not adjacent to a metro area
  • 31. Urban-Rural Continuum 2000* * Source : U.S. Department of Agriculture, Economic Research Service, using data from the U.S. Bureau of the Census. Map from Atlas of Rural and Small Town America Avertable deaths, by city/county* * Source : study results
  • 32. Averted Deaths by Metro, Non-Metro
  • 33. Non-Metro cities/counties, 2000* * Source : U.S. Department of Agriculture, Economic Research Service, using data from the U.S. Bureau of the Census. Map from Atlas of Rural and Small Town America Avertable deaths, by city/county* * Source : study results
  • 34. Averted Deaths by Population Density
  • 35. Population Density, 2009* * Source : U.S. Department of Agriculture, Economic Research Service, using data from the U.S. Bureau of the Census. Map from Atlas of Rural and Small Town America Avertable deaths, by city/county* * Source : study results
  • 36. Top 5 Counties in Percent Averted Deaths
  • 37. Top 5 Cities in Percent Averted Deaths
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