Race, Ethnicity, Socioeconomic Position,
and Quality of Care for Adults With
Diabetes Enrolled in Managed Care
The Translating Research Into Action for Diabetes (TRIAD) study
ARLEEN F. BROWN, MD, PHD
1
EDWARD W. GREGG, PHD
2
MARK R. STEVENS, MSPH, MA
2
ANDREW J. KARTER, PHD
3
MORRIS WEINBERGER, PHD
4,5
MONIKA M. SAFFORD, MD
6
TIFFANY L. GARY, PHD
7
DOROTHY A. CAPUTO, APRN, BC-ADM
8
BETH WAITZFELDER, PHD
9
CATHERINE KIM, MD, MPH
10
GLORIA L. BECKLES, MD, MSC
2
OBJECTIVE — To examine racial/ethnic and socioeconomic variation in diabetes care in
managed-care settings.
RESEARCH DESIGN AND METHODS — We studied 7,456 adults enrolled in health
plans participating in the Translating Research Into Action for Diabetes study, a six-center cohort
study of diabetes in managed care. Cross-sectional analyses using hierarchical regression models
assessed processes of care (HbA
1c
[A1C], lipid, and proteinuria assessment; foot and dilated eye
examinations; use or advice to use aspirin; and influenza vaccination) and intermediate health
outcomes (A1C, LDL, and blood pressure control).
RESULTS — Most quality indicators and intermediate outcomes were comparable across
race/ethnicity and socioeconomic position (SEP). Latinos and Asians/Pacific Islanders had sim-
ilar or better processes and intermediate outcomes than whites with the exception of slightly
higher A1C levels. Compared with whites, African Americans had lower rates of A1C and LDL
measurement and influenza vaccination, higher rates of foot and dilated eye examinations, and
the poorest blood pressure and lipid control. The main SEP difference was lower rates of dilated
eye examinations among poorer and less educated individuals. In almost all instances, racial/
ethnic minorities or low SEP participants with poor glycemic, blood pressure, and lipid control
received similar or more appropriate intensification of therapy relative to whites or those with
higher SEP.
CONCLUSIONS — In these managed-care settings, minority race/ethnicity was not consis-
tently associated with worse processes or outcomes, and not all differences favored whites. The
only notable SEP disparity was in rates of di-
lated eye examinations. Social disparities in
health may be reduced in managed-care
settings.
Diabetes Care 28:2864 –2870, 2005
P
opulation-based studies suggest that
racial and ethnic minorities (1– 6)
and people of lower socioeconomic
position (SEP) (2) experience worse long-
term outcomes for diabetes than whites
and people of higher SEP. However, it is
unclear why these differences persist even
among individuals with health insurance.
Understanding the relationship of race/
ethnicity and SEP to processes and out-
comes of diabetes care in insured
populations is critical to reducing health
disparities.
Previous research found poorer pro-
cesses of diabetes care (e.g., performance
of dilated eye examinations and foot ex-
aminations at regular intervals) and inter-
mediate health outcomes (e.g., control of
glycemia, blood pressure, or lipid levels)
among racial and ethnic minorities and
individuals of lower income or education
(2,3,7–14). As racial and ethnic minori-
ties and poorer people with diabetes are
less adequately insured than whites or
wealthier people (15,16), differential ac-
cess to care may contribute to these find-
ings. Research from managed-care
settings (17,18) and the Veterans Health
Administration (19,20) suggests that ra-
cial and ethnic disparities in diabetes pro-
cesses and outcomes may be reduced in
settings offering more uniform access to
care. These studies were conducted in
single systems of care, however, and it is
not known whether similar reductions in
health disparities can be achieved in man-
aged-care settings that are more clinically
and geographically heterogeneous. Addi-
tionally, the studies of insured popula-
tions did not explicitly evaluate the
impact of SEP, separate from race/
ethnicity, and did not examine whether
disparities in intermediate outcomes were
●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●
From the
1
Division of General Internal Medicine and Health Services Research, Department of Medicine,
David Geffen School of Medicine at UCLA, Los Angeles, California; the
2
Centers for Disease Control and
Prevention, Atlanta, Georgia; the
3
Division of Research, Kaiser Permanente, Oakland, California; the
4
De-
partment of Health Policy and Administration, University of North Carolina at Chapel Hill, Chapel Hill,
North Carolina; the
5
Center for Health Services Research in Primary Care, Durham VAMC, Durham, North
Carolina; the
6
Deep South Center on Effectiveness at Birmingham VA Medical Center and Department of
Preventive Medicine University of Alabama at Birmingham, Birmingham, Alabama;
7
Department of Epide-
miology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland; the
8
Univer-
sity of Medicine and Dentistry of New Jersey Continuing and Outreach Education, New Brunswick, New
Jersey; the
9
Pacific Health Research Institute, Honolulu, Hawaii; and the
10
Departments of Medicine and
Obstetrics-Gynecology, University of Michigan, Ann Arbor, Michigan.
Address correspondence and reprint requests to Arleen F. Brown, MD, PhD, Division of General Internal
Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine at UCLA,
Los Angeles, CA 90095-1736. E-mail: abrown@mednet.ucla.edu.
Received for publication 19 May 2005 and accepted in revised form 1 September 2005.
Abbreviations: CHD, coronary heart disease; DBP, diastolic blood pressure; MCS-12, Mental Compo-
nent Summary; PCS-12, Physical Component Summary; SBP, systolic blood pressure; SEP, socioeconomic
position; TRIAD, Translating Research Into Action for Diabetes.
A table elsewhere in this issue shows conventional and Syste `me International (SI) units and conversion
factors for many substances.
© 2005 by the American Diabetes Association.
The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby
marked “advertisement” in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
Epidemiology/Health Services/Psychosocial Research
O R I G I N A L A R T I C L E
2864 DIABETES CARE, VOLUME 28, NUMBER 12, DECEMBER 2005