SUPPLEMENT ARTICLE
Consistently Inconsistent: A Snapshot of Across- and
Within-State Disparities in the Prevalence of
Childhood Overweight and Obesity
Christina Bethell, PhD, MBA, MPH
a
, Debra Read, MPH
a
, Elizabeth Goodman, MD
b
, Jessica Johnson, BA
a
, John Besl, MA
c
, Julie Cooper, MPA
d
,
Lisa A. Simpson, MB, BCh, MPH, FAAP
c
a
Child and Adolescent Health Measurement Initiative, Department of Pediatrics, Oregon Health and Science University, Portland, Oregon;
b
Floating Hospital for Children
at Tufts Medical Center, Tufts University School of Medicine, Boston, Massachusetts;
c
Child Policy Research Center, Cincinnati Children’s Hospital Medical Center,
Cincinnati, Ohio;
d
Child Health Institute at the University of Washington, Seattle, Washington
The authors have indicated they have no financial relationships relevant to this article to disclose.
ABSTRACT
BACKGROUND. The epidemic of childhood overweight and obesity is characterized by
known disparities. Less is known about how these disparities vary across and within
the state in which a child lives.
OBJECTIVE. To examine the magnitude and patterns of across- and within-state differ-
ences in the prevalence of childhood overweight and obesity according to children’s
insurance type (public versus private), household income level, race (non-Hispanic
black versus non-Hispanic white), and ethnicity (Hispanic versus non-Hispanic).
METHODS. State-level overweight and obesity prevalence rates for children aged 10 –17
were calculated by using data from the 2003 National Survey of Children’s Health.
Statistical significance of across-state variation was assessed. Disparity ratios assessed
within-state equity according to children’s insurance type, income, race, and eth-
nicity. State ranks on overall prevalence and ranks on disparity indices were corre-
lated and regression models were fit to examine within-state consistency, state-level
clustering effects and whether the effect of child characteristics varied across key
population subgroups.
RESULTS. Prevalence of childhood overweight and obesity varied significantly across
states. A total of 31 states had a prevalence lower than the national rate of 30.6% (14
statistically significant), and 20 had higher rates (9 statistically significant). Within-
state disparity indices ranged from a low of 1.0 (no disparity) to a high of 3.44 (nearly
3.5 times higher). Correlations between state ranks on overall prevalence and their
ranks on disparity indices were not significant for the insurance type, income, or race
disparity groups examined. A modest state-clustering effect was found. Compared
with non-Hispanic white children, the effect of lower household income and lower
household education level education were significantly less for non-Hispanic black
and Hispanic children, who were more likely to be overweight or obese regardless of these other factors.
CONCLUSIONS. Disparities in the prevalence of childhood overweight and obesity vary significantly both within and
across states. Patterns of variation are inconsistent within states, highlighting the need for states to undertake state-
and population-specific analyses and interventions to address the epidemic. Pediatrics 2009;123:S277–S286
C
HILDHOOD OVERWEIGHT AND obesity are major public health problems that have the potential to cause enormous
medical, psychosocial, and financial costs and are characterized by known disparities.
1–5
During the periods
1976 –1980, 1988 –1994, and 1999 –2002, rates of obesity increased for all children regardless of age, race, ethnicity,
or gender.
6
The epidemic of childhood overweight and obesity is gaining significant attention from policy makers at
the state and federal levels. Although a rich literature is emerging on disparities in childhood obesity,
7–15
less is known
about the degree to which these disparities exist and vary across and within individual states. Examination of within-
and across-state variation in childhood obesity rates is critical to shaping effective national and state-level policy and
program responses to prevent and reduce overweight and obesity among children.
This study builds on previous research that outlined state-level prevalence of overweight and obesity
16,17
and the
existence of disparities according to demographic characteristics of children.
18
The objective of this study was to
examine the magnitude, statistical significance, and patterns of across- and within-state differences in the prevalence
of childhood overweight and obesity according to children’s insurance type (public versus private), household
www.pediatrics.org/cgi/doi/10.1542/
peds.2008-2780F
doi:10.1542/peds.2008-2780F
Key Words
childhood overweight and obesity, state
variations, disparities, National Survey of
Children’s Health
Abbreviations
NSCH—National Survey of Children’s
Health
MCHB—Maternal and Child Health Bureau
FPL—federal poverty level
COV— coefficient of variation
ICC—interclass correlation
mOR—median odds ratio
aOR—adjusted odds ratio
Accepted for publication Feb 18, 2009
Address correspondence to Christina Bethell,
PhD, MBA, MPH, Child and Adolescent Health
Measurement Initiative, Department of
Pediatrics, Oregon Health and Science
University, 707 SW Gaines Ave, Mail Code
CDRC-P, Portland, OR 97219. E-mail: bethellc@
ohsu.edu
PEDIATRICS (ISSN Numbers: Print, 0031-4005;
Online, 1098-4275). Copyright © 2009 by the
American Academy of Pediatrics
PEDIATRICS Volume 123, Supplement 5, June 2009 S277
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