ORIGINAL ARTICLE
The Health Effects of Restricting Prescription Medication
Use Because of Cost
Michele Heisler, MD, MPA,*†‡ Kenneth M. Langa, MD, PhD,*†§ Elizabeth L. Eby, MPH,*
A. Mark Fendrick, MD,† Mohammed U. Kabeto, MS,† and John D. Piette, PhD*†‡
Background: High out-of-pocket expenditures for prescription
medications could lead people with chronic illnesses to restrict their
use of these medications. Whether adults experience adverse health
outcomes after having restricted medication use because of cost is
not known.
Methods: We analyzed data from 2 prospective cohort studies of
adults who reported regularly taking prescription medications using
2 waves of the Health and Retirement Study (HRS), a national
survey of adults aged 51 to 61 in 1992, and the Asset and Health
Dynamics Among the Oldest Old (AHEAD) Study, a national
survey of adults aged 70 or older in 1993 (n = 7991). We used
multivariable logistic and Poisson regression models to assess the
independent effect on health outcomes over 2 to 3 years of follow up
of reporting in 1995–1996 having taken less medicine than pre-
scribed because of cost during the prior 2 years. After adjusting for
differences in sociodemographic characteristics, health status, smok-
ing, alcohol consumption, body mass index (BMI), and comorbid
chronic conditions, we determined the risk of a significant decline in
overall health among respondents in good to excellent health at
baseline and of developing new disease-related adverse outcomes
among respondents with cardiovascular disease, diabetes, arthritis,
and depression.
Results: In adjusted analyses, 32.1% of those who had restricted
medications because of cost reported a significant decline in their
health status compared with 21.2% of those who had not (adjusted
odds ratio AOR, 1.76; confidence interval CI, 1.27–2.44). Re-
spondents with cardiovascular disease who restricted medications
reported higher rates of angina (11.9% vs. 8.2%; AOR, 1.50; CI,
1.09 –2.07) and experienced higher rates of nonfatal heart attacks or
strokes (7.8% vs. 5.3%; AOR, 1.51; CI, 1.02–2.25). After adjusting
for potential confounders, we found no differences in disease-
specific complications among respondents with arthritis and diabe-
tes, and increased rates of depression only among the older cohort.
Conclusions: Cost-related medication restriction among middle-
aged and elderly Americans is associated with an increased risk of
a subsequent decline in their self-reported health status, and among
those with preexisting cardiovascular disease with higher rates of
angina and nonfatal heart attacks or strokes. Such cost-related
medication restriction could be a mechanism for worse health
outcomes among low-income and other vulnerable populations who
lack adequate insurance coverage.
Key Words: insurance, health care expenditures, prescription
medications, chronic illness, health services accessibility
(Med Care 2004;42: 626 – 634)
B
oth prescription drug use and expenditures have increased
dramatically in the past decade, yet many American
adults have either limited or no prescription drug insurance
coverage.
1,2
In 1999, noninstitutionalized Medicare benefi-
ciaries paid out-of-pocket for nearly half of their prescription
drug costs, or an average of $410 per beneficiary.
3
Out-of-
pocket prescription medication expenditures for adults with
multiple chronic diseases are more than twice that amount.
4
A growing body of research has documented significant
rates of underuse of medications as a result of the burden of
out-of-pocket cost, especially among vulnerable popula-
tions.
5–8
For example, Steinman et al. found that 8% of
elderly people in the United States without drug coverage
reported restricting medications because of cost, with rates as
high as 16% among those with annual incomes less than
$10,000 and 21% among nonwhites.
9
Patients faced with
reduced prescription drug coverage fill fewer prescriptions,
including those for medications essential for treating cardio-
vascular disease and diabetes.
10 –16
The views expressed in this paper are those of the authors and do not
necessarily represent the views of the Department of Veterans Affairs.
Dr. Heisler is a VA HSR&D Career Development Awardee. Dr. Langa
was supported by a Career Development Award from the National
Institute on Aging (K08 AG19180), a New Investigator Research Grant
from the Alzheimer’s Association, and a Paul Beeson Physician Faculty
Scholars in Aging Research award.
From the *Veterans Affairs Center for Practice Management & Outcomes
Research, VA Ann Arbor Healthcare System, Ann Arbor, Michigan; the
†Department of Internal Medicine, ‡Michigan Diabetes Research and
Training Center, the §Institute for Social Research, and the Patient
Safety Enhancement Program, University of Michigan School of Medi-
cine, Ann Arbor, Michigan.
Reprints: Michele Heisler, MD, MPA, HSR&D Field Program, PO Box
130170, Ann Arbor, MI 48113-0170. E-mail: mheisler@umich.edu.
Copyright © 2004 by Lippincott Williams & Wilkins
ISSN: 0025-7079/04/4207-0626
DOI: 10.1097/01.mlr.0000129352.36733.cc
Medical Care • Volume 42, Number 7, July 2004 626