Appendix 4 Health Disparities and the Coming Minority ...
Transcript of Appendix 4 Health Disparities and the Coming Minority ...
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Health Disparities and the Coming Minority-Majority
Thomas A. LaVeist, PhDWilliam C. and Nancy F. Richardson Professor in Health Policy
Director, Hopkins Center for Health Disparities SolutionsJohns Hopkins Bloomberg School of Public Health
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“Exploration and Intervention for Health Equality…”
A New American Revolution
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“Exploration and Intervention for Health Equality…”
Percentage Resident Population by race/ethnicity, U.S. 1950-2000
0%
20%
40%
60%
80%
100%
1950 1960 1970 1980 1990 2000
Hispanic
Asian/PI
American Ind
Black
White
Source: National Center for Health Statistics (2002)
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“Exploration and Intervention for Health Equality…”
Projected Percentage Resident Population by race/ethnicity, U.S. 2010-2070
0%
25%
50%
75%
100%
2010 2020 2030 2040 2050 2060 2070
Hispanic
Asian/PI
American Ind
Black
White
Source: U.S. Bureau of the Census:(NP-T5) Projections of the Resident Population by Race, Hispanic Origin, and Nativity: Middle Series, 1999 to 2100
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“Exploration and Intervention for Health Equality…”
The Demographic Transition
• Stage 1 - Pre-modern Stage
• Stage 2 – Early industrialization and urbanization
• Stage 3 – Mature industrial stage
• Stage 4 – Post-industrial stage
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“Exploration and Intervention for Health Equality…”
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“Exploration and Intervention for Health Equality…”
Population Implosion
Low Fertility and Population Ageing: Causes, Consequences, and Policy Options, by Jonathan Grant, Stijn Hoorens, Suja Sivadasan, Mirjam van het Loo, Julie DaVanzo, Lauren Hale, Shawna Gibson, and William Butz, MG-206-EC, 2004, 172 pp. Rand Research Brief
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“Exploration and Intervention for Health Equality…”
US Fertility Rate, 1950-2000
0
20
40
60
80
100
120
1950 1960 1970 1980 1990 2000
Source: National Center for Health Statistics (2002)
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“Exploration and Intervention for Health Equality…”
The 5th demographic stage
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“Exploration and Intervention for Health Equality…”
The 5th Stage – Multi-Culturalism
• Stage 4 countries attract immigration from pre-Stage 4 countries
• The immigrant population will have a larger percentage in the childbearing ages range
• The immigrant population will have a higher birth rate
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“Exploration and Intervention for Health Equality…”
What is happening?
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“Exploration and Intervention for Health Equality…”
Foreign-Born Population, 1960-2004
9.7 9.313.1
18.9
28.4
34.2
0
5
10
15
20
25
30
35
40
1960 1970 1980 1990 2000 2004
In Millions
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“Exploration and Intervention for Health Equality…”
All Foreign-Born and European-Born Population by: 1960- 2004
0
5
10
15
20
25
30
35
40
1960 1970 1980 1990 2000 2003
In Millions
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“Exploration and Intervention for Health Equality…”
All Foreign-Born, European and Asian-born Population, 1960-2004
0
5
10
15
20
25
30
35
40
1960 1970 1980 1990 2000 2003
In Millions
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“Exploration and Intervention for Health Equality…”
Foreign-Born Population by World Region, 1960-2004
0
5
10
15
20
25
30
35
40
1960 1970 1980 1990 2000 2003
Total
Europe
Asia
Latin America
All Other
In Millions
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“Exploration and Intervention for Health Equality…”
Stage 4 and Pre-stage 4 status of country of birth for foreign-born U.S. population, 1990-2004
0
2000
4000
6000
8000
10000
12000
14000
Pre-Stage 4 Stage 4
1990
2004
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“Exploration and Intervention for Health Equality…”
Fertility Rates by race/ethnicity, 1980-2000
0
20
40
60
80
100
120
White Black Hispanic API AmericanIndian
1980
1990
2000
Source: National Center for Health Statistics, 2002
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“Exploration and Intervention for Health Equality…”
Age Distribution by Sex and Nativity: 2003(In Percent)
8 6 4 2 0 2 4 6 8
Percent
Male Female FemaleMale
Foreign Born Native
Source: Current Population Survey, Annual Social and Economic Supplement, 2003
8 6 4 2 0 2 4 6 8
0-4
5-9
10-14
15-19
20-24
25-29
30-34
35-39
40-44
45-49
50-54
55-59
60-64
65-69
70-74
75-79
80-84
85+
Percent
Age
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“Exploration and Intervention for Health Equality…”
Distribution of age of mother at birth by race/ethnicity, 2000
0
20
40
60
80
100
120
140
160
180
200
15-19 20-24 25-29 30-34 35-39 40-44 45-54
White
Black
AI
API
Hispanic
Source: National Center for Health Statistics 2002
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“Exploration and Intervention for Health Equality…”
Percent of Population with Less Than 9th Grade Completed by World Region of Birth: 2003
21.5
10.57.7
33.6
10.1
4.1
TotalForeign
Born
Europe Asia LatinAmerica
OtherRegions
Native
Perc
ent
Source: Current Population Survey, Annual Social and Economic Supplement, 2003
(Population 25 years and over)
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“Exploration and Intervention for Health Equality…”
Producing the Minority-Majority
• Immigration from pre-stage 4 countries• US Native population fertility-rate declining• Foreign-born population greater percentage in
child-bearing ages• Foreign-born population younger age at first birth• Foreign-born population less well educated
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“Exploration and Intervention for Health Equality…”
The Minority-Majority
• Accelerate globalization
• Competitive advantage in the global economy
• Well adapted business will have advantage in domestic marketplace
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“Exploration and Intervention for Health Equality…”
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“Exploration and Intervention for Health Equality…”
Health Status and Healthcare Disparities
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“Exploration and Intervention for Health Equality…”
Health Care Disparities
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“Exploration and Intervention for Health Equality…”
Healthcare Hyper-Disparity - BlackMedicare patients more likely to have limb amputations, arteriovenostomy (stunts or cannulae implanted for chronic renal dialysis), excisional debridement (related to decubitus ulcers), and bilateral orchiectomy (removal of both testes cancer).
PROCEDURE Black/White Ratio of Rates:
1986
Black/White Ratio of
Rates: 1994
Change in Hyper-
disparity
Ampulation of Lower Limb 3.24 3.47 .23
Arteriovenostomy 4.02 4.53 .51
Excisional Debridement 2.36 2.51 .15
Bilateral Orchiectomy 1.57 2.47 .9
Source: Gornick M (2000) “Vulnerable Populations and Medicare Services: Why do disparities exist?” New York: The Century Foundation Press
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“Exploration and Intervention for Health Equality…”
Healthcare DisparityStudies of patients who were appropriate candidates for coronary angiography have found race differences in obtaining a referral for this diagnostic procedure.
0
10
20
30
40
50
60
70
80
90
Black White
Source: LaVeist TA, Arthur M, Morgan A, Rubinstein M, Kinder J, Kinney LM, Plantholt S. The cardiac access longitudinal study. A study of access to invasive cardiology among African American and white patients. J Am Coll Cardiol. 2003 Apr 2;41(7):1159-66.
Per
cent
of
Pat
ient
s w
ho o
btai
ned
a re
ferr
al
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“Exploration and Intervention for Health Equality…”
Healthcare DisparityA race disparity in coronary revascularization was found among patients in the Veteran Affairs health system, where there are no race differences in ability to pay and providers are paid a salary.
0
10
20
30
40
50
60
Black White
Source: Ibrahim SA, Whittle J, Bean-Mayberry B, Kelley ME, Good C, Conigliaro J. Racial/ethnic variations in physician recommendations for cardiac revascularization. Am J Public Health. 2003 Oct;93(10):1689-93.
Per
cent
of
Pat
ient
s
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“Exploration and Intervention for Health Equality…”
Physician-patient race concordance in the 1994 Commonwealth Minority Health Survey.
Patient’s Race
Physician’s Race White(n=910)
Black(n=745)
Hispanic(n=676)
Asian American(n=389)
White 779 (85.6%) 436 (58.5%) 406 (60.1%) 175 (45.0%)
Black 14 (1.5%) 162 (21.7%) 15 (2.2%) 5 (1.3%)
Hispanic 19 (2.1%) 17 (2.3%) 128 (18.9%) 2 (.5%)
Asian/Pacific Islander 68 (7.5%) 75 (10.1%) 71 (10.5%) 203 (52.2%)
Other 30 (3.3%) 55 (7.4%) 56 (8.3%) 4 (1.0%)
Source: LaVeist TA, Nuru-Jeter A. Is doctor-patient race concordance associated with greater satisfaction with care? J Health Soc Behav. 2002 Sep;43(3):296-306.
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“Exploration and Intervention for Health Equality…”
Findings on Race Concordance
• LaVeist TA, Carroll T. Race of physician and satisfaction with care among African-American patients. J Natl Med Assoc. 2002 Nov;94(11):937-43.
• LaVeist TA, Nuru-Jeter A. Is doctor-patient race concordance associated with greater satisfaction with care? J Health Soc Behav. 2002 Sep;43(3):296-306.
• LaVeist TA, Nuru-Jeter A, Jones KE. The association of doctor-patient race concordance with health services utilization. J Public Health Policy. 2003;24(3-4):312-23.
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“Exploration and Intervention for Health Equality…”
Racial/Ethnic distribution of physicians, US 2000
0
10
20
30
40
50
60
70
80
90
White Black AIAN Asian Hispanic
Source: U.S. Bureau of the Census
Per
cen
t
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“Exploration and Intervention for Health Equality…”
Health Status Disparities
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“Exploration and Intervention for Health Equality…”
0
200
400
600
800
1000
1200
1400
White Black AmIndian
API Hispanic
Male
Female
Age-adjusted mortality rates by race/ethnicity and gender, 2003
Source: CDC NCHS The Health, United States List 2006 Edition Table 35, pg. 198
Dea
ths
per
100
,000
per
sons
Note: API= Asian/Pacific Islander
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“Exploration and Intervention for Health Equality…”
Age-adjusted mortality rates by race/ethnicity, 1940-2000
0
200
400
600
800
1000
1200
1400
1600
1800
2000
1940 1950 1960 1970 1980 1990 2000
Dea
ths
per
100
,000
per
son
s
White
Black
Am Indian
API
Hispanic
Source: U.S. National Center for Health Statistics, “National Vital Statistics Reports, Volume 52,Number 3, September 18, 2003
1 Data for Hispanics is based on estimates
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“Exploration and Intervention for Health Equality…”
Infant mortality rates by race/ethnicity, 1950-2004
0
5
10
15
20
25
30
35
40
45
50
1950 1960 1970 1980 1990 2000 2004
0
0.5
1
1.5
2
2.5
3
Black
White
B/W/Ratio
Source: U.S. National Center for Health Statistics
Infa
nt D
eath
s pe
r 1,
000
Live
Birt
hs
Bla
ck/W
hite
Rat
e R
atio
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“Exploration and Intervention for Health Equality…”
Infant mortality rates by race/ethnicity, 1950-2004
0
5
10
15
20
25
30
35
40
45
50
1950 1960 1970 1980 1990 2000 2004
0
0.5
1
1.5
2
2.5
3
Black
White
B/W/Ratio
Source: U.S. National Center for Health Statistics
Infa
nt D
eath
s pe
r 1,
000
Live
Birt
hs
Bla
ck/W
hite
Rat
e R
atio
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“Exploration and Intervention for Health Equality…”
Infant mortality rates by race/ethnicity, 1950-2004
0
5
10
15
20
25
30
35
40
45
50
1950 1960 1970 1980 1990 2000 2004
0
0.5
1
1.5
2
2.5
3
Black
White
B/W/Ratio
Source: U.S. National Center for Health Statistics
Infa
nt D
eath
s pe
r 1,
000
Live
Birt
hs
Bla
ck/W
hite
Rat
e R
atio
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“Exploration and Intervention for Health Equality…”
Infant mortality rates by race/ethnicity, 1950-2004
0
5
10
15
20
25
30
35
40
45
50
1950 1960 1970 1980 1990 2000 2004
0
0.5
1
1.5
2
2.5
3
Black
White
B/W/Ratio
Source: U.S. National Center for Health Statistics
Infa
nt D
eath
s pe
r 1,
000
Live
Birt
hs
Bla
ck/W
hite
Rat
e R
atio
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“Exploration and Intervention for Health Equality…”
Infant mortality rates by race/ethnicity, 1950-2004
0
5
10
15
20
25
30
35
40
45
50
1950 1960 1970 1980 1990 2000 2004
0
0.5
1
1.5
2
2.5
3
Black
White
B/W/Ratio
Source: U.S. National Center for Health Statistics
Infa
nt D
eath
s pe
r 1,
000
Live
Birt
hs
Bla
ck/W
hite
Rat
e R
atio
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“Exploration and Intervention for Health Equality…”
Infant mortality rates by race/ethnicity, 1950-2004
0
5
10
15
20
25
30
35
40
45
50
1950 1960 1970 1980 1990 2000 2004
0
0.5
1
1.5
2
2.5
3
Black
White
B/W/Ratio
Source: U.S. National Center for Health Statistics
Infa
nt D
eath
s pe
r 1,
000
Live
Birt
hs
Bla
ck/W
hite
Rat
e R
atio
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“Exploration and Intervention for Health Equality…”
Infant mortality rates by race/ethnicity, 1950-2004
0
5
10
15
20
25
30
35
40
45
50
1950 1960 1970 1980 1990 2000 2004
0
0.5
1
1.5
2
2.5
3
Black
White
B/W/Ratio
Source: U.S. National Center for Health Statistics
Infa
nt D
eath
s pe
r 1,
000
Live
Birt
hs
Bla
ck/W
hite
Rat
e R
atio
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“Exploration and Intervention for Health Equality…”
“Are Race Disparities really just masked socioeconomic status Disparities…”
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“Exploration and Intervention for Health Equality…”
Race Class
Disentangling Race and Class
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“Exploration and Intervention for Health Equality…”
Infant mortality rates by Mother’s education, 1995
0
2
4
6
8
10
12
14
16
18
< High School High School Some College College Grad +
0
0.5
1
1.5
2
2.5
3
Black
White
B/W/Ratio
Source: U.S. National Center for Health Statistics
Infa
nt D
eath
s pe
r 1,
000
Live
Birt
hs
Bla
ck/W
hite
Rat
e R
atio
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“Exploration and Intervention for Health Equality…”
Example
• 2002 National Health Interview Survey (NHIS), n=93,386
• N=33,148 adults age 40+ with complete data on income, race and ADL
• African Americans, n=4473 (12%)• Income, <$20K=6813; $20K-$75K=19,504;
>$75K=6831• At least 1 ADL = 1043 (2.8%)
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“Exploration and Intervention for Health Equality…”
ADL regressed on race
Odds Ratio 95% Confidence Interval
African American (Binary variable) 1.46 1.23 – 1.72
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“Exploration and Intervention for Health Equality…”
ADL regressed on Income
Odds Ratio 95% Confidence Interval
$20K - $75K .35 .31 -- .39
>$75K .18 .15 -- .23
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“Exploration and Intervention for Health Equality…”
ADL regressed on race
Odds Ratio 95% Confidence Interval
African American (Binary variable) 1.18 .98 – 1.41
$20K - $75K .32 .28 -- .37
>$75K .15 .12 -- .20
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“Exploration and Intervention for Health Equality…”
Cross tabulation of race and ADL within income groupings
White Black Total P-Value
>$20K 6.1%
e=304
7.6%
e=97
6.4%
e=401
.031
$20K-$75K
2.1%
e=343
2.1%
e=45
2.1%
e=388
.50
>$75 1.0%
e=56
1.7%
e=8
1.0%
e=64
.10
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“Exploration and Intervention for Health Equality…”
White Black
Health Disparities Research is further confounded because of racial segregation
Racial Status Determines the way in which you “experience” America
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“Exploration and Intervention for Health Equality…”
Community Census Profile of the Community
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“Exploration and Intervention for Health Equality…”
Racial Distribution
51%44%
5%
Black
White
Other
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“Exploration and Intervention for Health Equality…”
Median Income
$0
$5,000
$10,000
$15,000
$20,000
$25,000
$30,000
$35,000
$40,000
$45,000
$50,000
Black White
Source: US Censes 2000
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“Exploration and Intervention for Health Equality…”
Percent Living Below Official Poverty Level
0
5
10
15
20
25
30
35
40
45
50
Black White
Source: US Censes 2000
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“Exploration and Intervention for Health Equality…”
Educational Status
0
10
20
30
40
50
60
70
<HighSchool
Graduate
High SchoolGrad
SomeCollege
CollegeGraduate
> CollegeGraduate
Black White
Source: US Censes 2000
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Sex
0
5
10
15
20
25
30
35
40
45
50
Black White
Source: US Censes 2000
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“Exploration and Intervention for Health Equality…”
The Study
• Adult Residents of the 2 census tracts• 40 Minute Interview• Interviews In-person at home or at health fair• 3 Blood pressure measurements• Cuffs calibrated at Johns Hopkins Hospital• 35 Interviewers• Interviewer Incentives• Respondent Incentives• Successfully Interviewed N=1498 (42.14%)
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“Exploration and Intervention for Health Equality…”
Disposition of Housing Units
Disposition n % of total % of occupied residences
Total Addresses
2618 - -
Occupied Residential Addresses
1127 43.0% -
Refused 223 8.5% 19.8%
No Contact 85 3.2% 7.5%
Enrolled 819 31.3% 72.7%
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“Exploration and Intervention for Health Equality…”
Representativeness of the Sample and Race Differences in the Sample
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“Exploration and Intervention for Health Equality…”
Racial Distribution of SWB Sample
0102030405060708090
100
Black White
Census SWB Study
Pe
rce
nt
N=841
N=572
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“Exploration and Intervention for Health Equality…”
Median Income By Race
$0$5,000
$10,000$15,000$20,000$25,000$30,000$35,000$40,000$45,000$50,000
Black White
Census SWB Study
T = -1.942 df=1284 95%CI(-.464,.002)
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“Exploration and Intervention for Health Equality…”
Educational Status by Race
0
10
20
30
40
50
60
70
<HighSchool
Graduate
High SchoolGrad
SomeCollege
CollegeGraduate
> CollegeGraduate
Black Census White Census Black SWB White SWB
X2 = 45.96 df=4 p<.0001
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“Exploration and Intervention for Health Equality…”
Sex
0102030405060708090
100
Male Female
SWB Black SWB White Census Black Census White
X2 = .22 df 1 p=.312
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“Exploration and Intervention for Health Equality…”
Undiagnosed and Uncontrolled Hypertension (Systolic)
Diagnosed
Detected in the Field
Yes No
Yes Not well Controlled
Black 50.2%
White 31.6%
Rate Ratio 1.59
Well Controlled
Black 49.8
White 68.4%
Rate Ratio .72
No Undiagnosed
Black 19.2%
White 20.5%
Rate Ratio .94
Normal
Black 80.8%
White 79.5%
Rate Ratio 1.02
Rates are NOT adjusted for age or education.
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“Exploration and Intervention for Health Equality…”
Hypertension, awareness, treatment and control
3.6 8.4
17.817.7
16.913.1
61.7 60.8
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Black White
Pe
rce
nta
ge Unaware
Aware Untreated
Treated Uncontrolled
Treated Controlled
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“Exploration and Intervention for Health Equality…”
Hypertension, awareness, treatment and control
Models Hypertensionb
(n=1408)Awarec
(n=935)Treatedd
(n=375)Controllede
(n=225)
OR 95% CI OR 95% CI OR 95% CI OR 95% CI
Model 1 1.48 1.16-1.88 1.44 1.07-1.93 0.93 0.57-1.51 0.42 0.22-0.82
Model 2 1.44 1.12-1.84 1.46 1.08-1.97 0.90 0.54-1.47 0.43 0.23-0.88
Model 3 1.36 1.05-1.75 1.44 1.06-1.95 0.88 0.53-1.47 0.44 0.22-0.87
Model 4 1.35 1.04-1.74 1.43 1.05-1.94 0.88 0.53-1.50 0.42 0.22-0.85
aWhite adults are the reference category.bHypertension was defined as systolic blood pressure >=140 and/or diastolic blood pressure >=90, or reported taking antihypertensive medications. cAwareness was defined as those hypertensive participants who reported being told by the doctor that they had hypertension or reported taking antihypertensive medications.d Treated hypertension was defined as those hypertensive participants who were aware but not being treated with antihypertensive medications.e Controlled hypertension was defined as those hypertensive participants being treated whose systolic blood pressure >=140 mmHG or diastolic blood pressure >=90 mmHg.Model 1 included race, age and gender.Model 2 included race, age, gender, household income, and education level. Model 3 included race, age, gender, household income, education level, body mass index, and current drinking and smoking status.Model 4 included race, age, gender, household income, education level, body mass index, current drinking and smoking status, insurance status, and, whether you have a regular doctor or not.
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“Exploration and Intervention for Health Equality…”
Odds Ratios and 95% Confidence Intervals for the Association between Race and Blood Pressure Status in the EDHIC Study
Notes. OR=odds ratio; CI=confidence interval.aWhite adults are the reference category.Model 1 included race and age.Model 2 included race, age, gender, marital status, household income, and education level. Model 3 included race, age, gender, marital status, household income, education level, and insurance status. Model 4 included race, age, gender, marital status, household income, education level, insurance status, self-ratings of health, weight status, physical inactivity, diagnosis of diabetes, heavy drinking and current smoking status. Model 5 included race, age, gender, marital status, household income, education level, insurance status, self-ratings of health, weight status, physical inactivity, diagnosis of diabetes, heavy drinking and current smoking status, number of assets and whether you have a regular doctor or not . For elevated systolic and diastolic blood pressure. Models 2 and 3 also included whether the individual reported taking antihypertensive medications.
bHypertension was defined as systolic blood pressure >=140 and/or diastolic blood pressure >=90, or reported taking antihypertensive medications.
Models Hypertensionb Elevated Systolic Blood Pressure
Elevated Diastolic Blood Pressure
OR 95% CI OR 95% CI OR 95% CI
Model 1 1.48 1.16-1.89 1.48 1.14-1.93 1.50 1.19-1.89
Model 2 1.45 1.12-1.88 1.44 1.10-1.90 1.44 1.13-1.84
Model 3 1.43 1.11-1.85 1.46 1.11-1.92 1.45 1.14-1.85
Model 4 1.42 1.09-1.86 1.47 1.11-1.96 1.40 1.09-1.81
Model 5 1.43 1.09-1.89 1.40 1.04-1.87 1.38 1.07-1.79
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“Exploration and Intervention for Health Equality…”
Odds Ratios and 95% Confidence Intervals for the Association between Race and Blood Pressure Status in the EDHIC Study
NHANES 99-04 EHDIC Percent difference
O.R. (95% CI) O.R. (95% CI)
Model 1 2.25(1.95-2.59) 1.48 (1.16-1.89) 34
Model 2 2.07(1.79-2.40) 1.45 (1.12-1.88) 29
Model 3 2.08(1.80-2.42) 1.43 (1.11-1.85) 31
Model 4 2.01(1.63-2.48) 1.42 (1.09-1.86) 29