Out-of-Pocket Costs and Diabetes
Preventive Services
The Translating Research Into Action for Diabetes (TRIAD) study
ANDREW J. KARTER, PHD
1
MARK R. STEVENS, MSPH, MA
2
WILLIAM H. HERMAN, MD, MPH
3
SUSAN ETTNER, PHD
4
DAVID G. MARRERO, PHD
5
MONIKA M. SAFFORD, MD
6
MICHAEL M. ENGELGAU, MD, MS
2
J. DAVID CURB, MD, MPH
7
ARLEEN F. BROWN, MD, PHD
4
THE TRIAD STUDY GROUP*
OBJECTIVE — Despite the increased shifting of health care costs to consumers, little is
known about the impact of financial barriers on health care utilization. This study investigated
the effect of out-of-pocket expenditures on the utilization of recommended diabetes preventive
services.
RESEARCH DESIGN AND METHODS — This was a survey-based observational study
(2000 –2001) in 10 managed care health plans and 68 provider groups across the U.S. serving
180,000 patients with diabetes. From 11,922 diabetic survey respondents, we studied the
occurrence of self-reported annual dilated eye exams and diabetes health education and among
insulin users, daily self-monitoring of blood glucose (SMBG). Conditional probabilities were
estimated for outcomes at each level of self-reported out-of-pocket expenditure by using hier-
archical logistic regression models with random intercepts.
RESULTS — Conditional probabilities of utilization (95% CI) varied by expenditure for di-
lated eye exam [no cost 78% (75– 82), copay 79% (75– 82), and full price 70% (64 –75); P
0.0001]; diabetes health education [no cost 29% (23–36), copay 29% (23–36), and full price
19% (14 –25); P 0.0001]; and daily SMBG [no cost 75% (68 – 81), copay 68% (60 –75), and
full price 59% (49 – 68); P 0.0001]. Extensive adjustment for patient factors had no discernible
effect on the estimates or their significance, and cost-utilization relationships were similar across
income levels and other patient characteristics.
CONCLUSIONS — Benefit packages structured to derive greater fiscal contribution from
the health plan membership result in suboptimal use of diabetes preventive services and may
thus lead to poorer clinical outcomes, greater future costs, and lower health plan quality ratings.
Diabetes Care 26:2294 –2299, 2003
I
n light of the trend toward shifting the
burden of health care costs to the con-
sumer, an understanding of how out-
of-pocket expenditures impact use of
diabetes preventive health care is needed.
In recent years, managed care health
plans are being driven by large employer
purchasers toward offering lower cost
products with increasing levels of cost
sharing. Cost sharing, a common form of
“demand management,” has been shown
to reduce excessive utilization (1), yet
there is relatively little known about its
impact on diabetes service utilization.
One concern is that the use of copays may
unintentionally result in suboptimal use
of essential care and medications, partic-
ularly among the poor. Thus, cost sharing
may become a self-defeating strategy if it
poses financial barriers that lead to poorer
health outcomes and greater future health
care costs.
For the most economically disadvan-
taged patients, cost sharing has been as-
sociated with reduced essential use of
processes of care (2), medications (3), and
self-care supplies (e.g., test strips for self-
monitoring of blood glucose [SMBG]) (4).
The magnitude of the effect of a financial
barrier (price elasticity) may be modified
by a patient’s socioeconomic status, be-
cause fixed copays represent a greater
burden for the poorest patients. Price
elasticity may also vary depending on
how patients value and prioritize the im-
portance of health care versus personal
cost saving (5). Both patient attributes
(e.g., educational attainment and lan-
guage abilities) and provider attributes
(e.g., promotion of self-care activities and
quality of provider-patient communica-
tion) might further modify sensitivity to
cost by imparting a better or worse under-
standing of the value of the processes of
care and self-management.
To explore this issue, we studied
whether higher out-of-pocket costs
within the managed care setting (attribut-
able to copayments, deductibles, or hav-
ing to pay full price for services) were
associated with lower use of three diabe-
tes care processes that are recognized as
standards of treatment: annual dilated eye
exams, health education, and daily SMBG
among insulin-treated diabetic patients.
We hypothesized that the relationships
between financial barriers and use of
these processes of care may vary by pa-
tient characteristics, particularly socio-
economic position.
●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●
From the
1
Division of Research, Kaiser Permanente, Oakland, California; the
2
Centers for Disease Control
and Prevention, Division of Diabetes Translation, Atlanta, Georgia; the
3
University of Michigan, School of
Medicine, Ann Arbor, Michigan; the
4
University of California, Los Angeles, School of Medicine, Los Angeles,
California; the
5
Indiana University School of Medicine, Indianapolis, Indiana; the
6
University of Medicine
and Dentistry of New Jersey, New Jersey Medical School, Newark, New Jersey; and the
7
Pacific Health
Research Institute, Honolulu, Hawaii.
Address correspondence and reprint requests to Andrew J. Karter, PhD, Division of Research, Kaiser
Permanente, 2000 Broadway, Oakland, California 94612. E-mail: andy.j.karter@kp.org.
Received for publication 13 February 2003 and accepted in revised form 21 April 2003.
*See APPENDIX for a complete list of members of the TRIAD Study Group.
Abbreviations: SMBG, self-monitoring of blood glucose; 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.
© 2003 by the American Diabetes Association.
Epidemiology/Health Services/Psychosocial Research
O R I G I N A L A R T I C L E
2294 DIABETES CARE, VOLUME 26, NUMBER 8, AUGUST 2003