Cleveland is a diverse city with a
large existence of black and Hispanic communities. It is evident
that more attention is drawn to the Black population when the
media addresses AIDS. However, data proves that the Hispanic
community is in great need of help. according to a study done by
the CDC in 2000, the rate of Hispanics infected (915 per
100,000) with HIV/AIDS in Cleveland is almost twice as much as
the black rate (610 per 100,000) and over three times the white
rate (313 per 100,000) (4). It is no surprise then that there
is a significant correlation coefficient between the percent
Hispanic in each neighborhood and the HIV/AIDS rate, .3512, as
well as between the percent Hispanic and AIDS rate, .3507 .
One neighborhood that reflects and solidifies the significance
of the Latino correlation is Clark-Fulton. The neighborhood
houses much of Cleveland’s Hispanic community and the highways
of I-71 and I-90 have served to isolate the neighborhood from
surrounding areas (3). It is important to note that “Hispanic”
is not clearly defined in the studies administered and there is
some ambiguity as to the true definition of this race.
The Hispanic correlation is
obviously positive, while the relationships concerning the White
and Black percentages are more counterintuitive. Because of the
attention in the Black population receives by the Media, it
would be reasonable to assume that the percent Black in a
neighborhood would have a significant positive correlation so it
is perplexing the relationship is negative and insignificant.
One would also assume that the white percent has a negative
correlation to both AIDS and HIV/AIDS rates. So, it is
surprising to find that the percent African American negatively
correlates (correlation coefficients of -.1054 and -.1502) and
the Percent White positively correlates (correlation
coefficients of.0505 and .0975) with both the HIV/AIDS and AIDS
rates, even though all of these correlations are insignificant.
After studying the scatter plot graphs, it is evident that the
correlation direction is caused by one outlying neighborhood-
Edgewater. Edgewater affects the outcome of most of the
correlation coefficients because although it is one of the
wealthiest neighborhoods in Cleveland, having an Median
Household Income of 28,156 compared to Cleveland’s average
25,928 (4), it also contains most of the gay population and a
high percentage of the AIDS and HIV/AIDS cases in Cleveland.
Edgewater has an AIDS rate of 1,213.4 per 100,000 and HIV/AIDS
rate of 1866.8 which is astronomical compared to the Cleveland
average rates of 301.8 and 513.8 respectively (4). When
Edgewater was omitted in the calculation of correlation
coefficients for the White and Black percent per neighborhood
the coefficients changed dramatically.
The correlation coefficient between
the white percent and AIDS rate shifted from .0975 to
-.0248.
The coefficient between
the white percent and HIV/AIDS rate shifted from .0505
to -.0719.
The correlation coefficient between
the Black percent and the AIDS rate adjusted from -.1528 to
-.0631.
The correlation coefficient between
the Black percent and the HIV/AIDS rate adjusted from -.1054 to
-.0136. The correlation coefficient between the Black percent
and the AIDS rate adjusted from -.1528 to -.0631. Although
Edgewater changed the outcome of the correlation coefficients,
the Black rate correlation coefficient is still insignificant
and negative. The correlation takes a different direction and
magnitude than one would expect in view of the media’s constant
attention on the impact of AIDS on the African American
community in Cleveland.
When
Edgewater was excluded in the calculation of the correlation
coefficients concerning the Hispanic rate the numbers jump
from.3484 to .4606 for just the AIDS rate .
When Edgewater was excluded in the
calculation of the correlation coefficients concerning the
Hispanic rate the numbers jump from .3507 to .440934 for the
HIV/AIDS rate.
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