EDITORIAL
Editorials represent the opinions
of the authors and JAMA and
not those of the American Medical Association.
Diabetes and Nonrefractive
Visual Impairment
The Young Have It
David C. Musch, PhD, MPH
Thomas W. Gardner, MD, MS
T
YPE 2 DIABETES MELLITUS, A DISEASE MOST COM-
monly encountered in older obese persons, has be-
come endemic in teenagers and young adults. Evi-
dence for the increasing incidence of type 2 diabetes
in youth and adolescents has been well documented.
1
Given
the known risk of complications from diabetes, an increase
in the prevalence of these complications over time would
be expected among younger diabetics. In this issue of JAMA,
Ko and colleagues
2
provide evidence that this is likely hap-
pening in the US population.
In a 2006 article, Vitale et al
3
reported on the prevalence
of visual impairment in the United States, based on the 1999-
2002 data from the National Health and Nutrition Exami-
nation Survey (NHANES). The authors estimated that 14
million individuals aged 12 years or older in the general popu-
lation had visual impairment and suggested that approxi-
mately 75% of visual impairment was due to a readily re-
mediable cause—uncorrected refractive error. In the current
report, Ko et al
2
use data from 2 cycles of NHANES to de-
termine if the prevalence of nonrefractive (not due to need
for glasses and presumably organic in nature) causes of vi-
sual impairment—the other 25% of visual impairment in
the report by Vitale et al—has increased between the sur-
veys conducted in 1999-2002 and 2005-2008.
Ko et al
2
found that the prevalence of nonrefractive vi-
sual impairment increased from 1.4% to 1.7% (by 21%) be-
tween the 2 surveys among adults aged 20 years or older.
Although a 0.3% absolute increase in prevalence may seem
small, extrapolating this to the US population suggests that
the number of individuals who have this visual deficit has
increased substantially. With about 230 million people aged
20 years or older in the US population, a 0.3% increase could
potentially represent an increase of almost 700 000 indi-
viduals with nonrefractive visual impairment over a rela-
tively short time. While this increase may be thought to be
driven by visual impairment in the elderly, inspection of
changes over time by age and race/ethnicity found the larg-
est absolute change among those aged 20 to 39 years (from
0.6% to 1.0%; P = .09), and within that age group, increases
in nonrefractive visual impairment prevalence were ob-
served in all 3 race/ethnicity groups. The substantial in-
crease of nonrefractive visual impairment prevalence among
Mexican Americans aged 60 years and older (from 4.6% to
8.9%; P .001) warrants notice as well.
Several factors associated with nonrefractive visual im-
pairment were consistent in the 2 survey time periods. In
multivariable analyses, older age was associated with an in-
creased odds of nonrefractive visual impairment by 5% to
7% per year, and both poverty and having diabetes for 10
years or more (vs no diabetes) were associated with an ap-
proximate 2-fold increased odds. Since the prevalence of pov-
erty did not change between surveys, the authors explored
associations of diabetes with the 2 surveys’ findings and ob-
served that the prevalence of diabetes, both overall and within
the youngest age group (20-39 years), significantly in-
creased from the 1999-2002 survey to the 2005-2008 sur-
vey. They note the potential interplay of several factors—
increasing childhood obesity, increasing type 2 diabetes in
younger age groups, and that diabetes increases the risk of
nonrefractive visual impairment—as likely contributors to
their findings.
The results of these studies generate several relevant ques-
tions. Among these are whether the results are based on
sound data, do they make sense, and whether they are mean-
ingful. The data source for this study is the NHANES, a long-
standing program of government-supported studies de-
signed to assess the health and nutritional status of US adults
and children. Although others have estimated the preva-
lence of visual impairment based on self-report,
4,5
the preva-
lence data from NHANES are based on both interviews and
examinations. Periodic surveys and examinations use a mul-
tistage probability sample design that includes over-
sampling to obtain sufficient numbers of respondents from
various subgroups (such as Hispanics and low-income white
individuals) that would otherwise yield insufficient sample
sizes for estimating prevalence. This results in obtaining data
on a relatively large number of respondents from relatively
few primary sampling units, which can adversely affect the
precision and generalizability of overall and subgroup preva-
See also p 2361.
Author Affiliations: Departments of Ophthalmology and Visual Sciences (Drs Musch
and Gardner), Epidemiology (Dr Musch), and Molecular and Integrative Physiol-
ogy (Dr Gardner), University of Michigan, Ann Arbor.
Corresponding Author: David C. Musch, PhD, MPH, University of Michigan, Kel-
logg Eye Center, 1000 Wall St, Ann Arbor, MI 48105 (dmusch@med.umich.edu).
©2012 American Medical Association. All rights reserved. JAMA, December 12, 2012—Vol 308, No. 22 2403
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