Publications and Products
The Economics of Diabetes Mellitus:
An Annotated Bibliography
EXPERT
OPINION
253
TITLE:
Access to Coverage: Health Insurance for People With Diabetes. Bransome
Jr., E.D. Diabetes Spectrum. 1(1): 5962. March-April 1988.
OBJECTIVE:
To review progress made in health insurance coverage following the 1984
Conference on Financing Quality Health Care for Persons with Diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
The diabetes community has made some progress in influencing coverage
decisions by the reimbursement community, but much more still needs to
be done.
RECOMMENDATION:
Since many coverage decisions are made locally, data collection and advocacy
are needed at that level. The involvement of government relations, public
policy, and advocacy committees of the American Diabetes Association affiliates
is needed.
ABSTRACT:
The author provides an update of accomplishments and work still to be
done in each of the topic areas for the 1984 Conference on Financing Quality
Health Care for Persons with Diabetes. He notes that the American Diabetes
Association (ADA) estimated that 5 to 8 percent of all persons with diabetes
(i.e., 550,000 to 880,000 persons) have no health insurance. He discusses
legislation under consideration that would encourage states to establish
health insurance risk pools. The author notes that reimbursement for patient
education is usually not covered by third parties despite agreement that
it is integral to care and evidence that it reduces hospitalizations.
He reviews efforts by the diabetes community to justify coverage for outpatient
education and notes that the Health Care Financing Administration (HCFA)
issued a memorandum to a regional administrator that outpatient hospital
and rural health education should be reimbursed under Part B of Medicare.
The author points out that Medicare is still not paying for teaching programs
except those based in hospitals or rural health clinics. He reports that
the American Diabetes Association has begun discussions with HCFA about
covering free-standing programs that are the sole educational programs
in a community. The author also notes that preconference surveys found
that important durable equipment and supplies were frequently not covered.
He reports that the ADA has begun discussions with HCFA about broadening
Medicare coverage to all people with diabetes who require insulin. In
addition, the Office of Health Technology Assessment is reviewing continuous
subcutaneous insulin infusion pumps, whose purchase is not covered by
Medicare. 1 figure, 1 table, 9 references.
254
TITLE:
Ambulatory Medical Care for Diabetes. Janes, G.R. In: Diabetes in America.
2d ed. National Diabetes Data Group, ed. National Institute of Diabetes
and Digestive and Kidney Diseases. NIH Publication No. 95-1468. 1995:
541-552.
OBJECTIVE:
To review survey data on ambulatory care for persons with diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
Patients with diabetes account for a disproportionate amount of ambulatory
care services.
RECOMMENDATION:
None.
ABSTRACT:
The author assessed data from the National Health Interview Survey (NHIS);
National Ambulatory Medical Care Survey (NAMCS), which samples office-based
physicians; and the National Medical Expenditure Survey concerning the
impact of diabetes on the ambulatory medical care system. Per the 1990
NHIS, persons with diabetes accessed ambulatory care 96.1 million times,
averaging 15.5 visits per person, compared with 5.5 visits per person
in the general population. Rates were somewhat higher for women than men
and for whites versus blacks. Per the NAMCS for 1981 and 1985, diabetes
ranked second (excluding well-baby and pregnancy visits) to hypertension
among frequently cited principal diagnoses associated with the patient's
primary complaint during return office visits (for 1989 and 1990 it ranked
third after these exclusions). Between 1981 and 1990, the number of visits
by persons with diabetes to an office-based physician increased 44 percent,
versus an increase of 20 percent in the population at large. According
to the 1990 NHIS, 96 percent of patients with diabetes indicated that
as an inpatient or outpatient they had seen or talked with a physician
or an assistant within the past year. Patients with type 2 diabetes saw
a physician more frequently than those with type 1 diabetes; frequency
of visits increased with age. Per NAMCS, in 1990-1991, only 8 percent
of visits by patients with diabetes were made to a specialist in diabetes/endocrinology;
in the 1989 NHIS, fewer than 50 percent of patients recalled seeing an
ophthalmologist in the previous year, only 21 percent a dietitian/nutritionist,
and only 17 percent a podiatrist. Mean length of physician visits (per
NAMCS) for diabetes increased from 15.3 minutes in 1981 to 17.5 minutes
in 1990. The percentage of visits paid for by patients decreased from
1985 to 1990, while the percentage paid by Medicare and commercial insurance
(other than Blue Cross-Blue Shield) increased. 6 figures, 13 tables, 2
appendices, 12 references.
255
TITLE:
Ambulatory Nutrition Care: Adults-Diabetes Mellitus. Disbrow, D.D. VIII.
Journal of the American Dietetic Association. 89(4):S35-S39. April
1989.
OBJECTIVE:
To describe through a literature review the economics, benefits, and costs
of diabetes education programs.
CATEGORY:
Expert opinion.
CONCLUSION:
Evaluations of structured programs to provide diabetes education in outpatient
settings have found improved clinical outcomes and cost savings from reduced
use of health services.
RECOMMENDATION:
The cost of various nutrition services for patients with diabetes is very
important information to provide to third party payers; dietitians need
to report the costs of services provided.
ABSTRACT:
The author summarizes economic, benefit, and cost analyses of diabetes
education programs. Reported costs per patient for outpatient diabetes
education programs have ranged from $100 to $770. The North Dakota Diabetes
Education Program (1982) was found by Blue Cross of North Dakota to be
cost-saving; in 1985, Medicare and 18 insurance companies agreed to cover
the service. Programs in Maine and Rhode Island and at Grady Memorial
Hospital in Atlanta were also found to be cost-saving. A meta-analysis
of 47 studies found that diabetes education had a moderate effect on all
outcomes examined. The research suggests that opportunities for frequent
contact and reinforcing the education principles over a long time have
the greatest impact. The author states that there is considerable evidence
that large savings in health dollars can be achieved by delivering diabetes
education programs in the outpatient setting rather than during hospitalizations,
but she points out that the validity of the research results has been
questioned. Kaplan and Davis (1986) criticized reports used to support
the resolution of the American Diabetes Association for third party reimbursement
of outpatient diabetes education and nutrition counseling, finding fault
with the study designs, cost analyses, follow-up, and extrapolation of
results. 2 tables, 22 references.
256
TITLE:
Amputation in the Diabetic Population: Incidence, Causes, Cost, Treatment,
and Prevention. Fylling, C.P.; Knighton, D.R. Journal of Enterostomal
Therapy.16(6): 247255. November-December 1989.
OBJECTIVE:
To summarize the current medical literature on the criteria for nontraumatic
amputation and proposed interventions to reduce its incidence.
CATEGORY:
Expert opinion.
CONCLUSION:
Amputation is a complex problem for the patient, the health care system,
and the country.
RECOMMENDATION:
Every effort should be made to reduce the incidence of amputation; this
can only be achieved by identifying the causative problems and designing
interventions to solve those problems.
ABSTRACT:
Patients with diabetes or with peripheral vascular disease are primary
candidates for amputation. In the United States, there were 118,000 amputations
of the lower limb in 1983. The authors found that contralateral amputation
is common (e.g., 42 percent of patients in 1 study required an amputation
of the other leg within 1 to 3 years of the first amputation). Death frequently
occurs soon after an amputation (50 percent died in 3 years in 1 study).
The cost of amputation is high (over 50,000 lower extremity amputations
in 1985 cost a total of about $500 million for direct medical care, not
including rehabilitation). Diabetes mellitus is by far the most common
primary indication for lower extremity amputation; ischemia without diabetes
ranks second. Amputations should be performed at the lowest level consistent
with function (with the intent to maintain or restore the best function
with the least loss of tissue). The most frequently cited criteria for
amputation are gangrene, infection, and nonhealing ulcers. Modern prevention
of amputation in the patient with diabetes includes state-of-the-art noninvasive
vascular testing, angiography, distal vascular reconstruction procedures,
infection control, total contact casting as appropriate, growth factors
to enhance healing, orthopedic shoes, and patient education. 5 tables,
109 references.
257
TITLE:
Applying Recent Findings to Clinical Care in Type II Diabetes. Williams,
R. PharmacoEconomics. 8 (Supplement 1): 80-84. 1995.
OBJECTIVE:
To discuss the economics of applying findings from major clinical trials
to the care of patients with diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
The economic arguments for applying the results of major diabetes studies
from the United States and the United Kingdom are compelling in the long
term but require considerable short-term investment. This level of investment
may be beyond the means of many developing countries.
RECOMMENDATION:
None.
ABSTRACT:
The economic consequences of diabetes vary in different parts of the world,
due to differences in disease burdens (the epidemiologic transition) and
differences in who bears the burden of the costs of diabetes (the individual,
their families, or society). It has often been argued that advances in
diabetes therapy, particularly advances in preventing complications, will
reduce the cost of care. The effects of preventive measures on quality
of life and on indirect costs, however, are likely to be much greater
than on direct costs. Unfortunately, there are wide disparities in estimates
of indirect costs and severe methodological difficulties in making these
estimates. Application of the Diabetes Control and Complications Trial
(DCCT) conducted in the United States and the United Kingdom Prospective
Diabetes Study (UKPDS) (a study of the effectiveness of various oral hypoglycemic
regimens versus dietary therapy alone in type 2 diabetes) to practice
in developing countries will have economic consequences that are largely
inconceivable, let alone sustainable. Analysis of the economic consequences
of the DCCT, which confirmed the benefit of intensive therapy, found that
the benefits of reduced complications outweighed the costs of more intensive
treatment in the long term. In the UKPDS, glycemic control was significantly
better in the groups treated with insulin or with oral hypoglycemic agents
than in those treated with diet alone. Both the DCCT findings and early
results of the UKPDS show that "higher tech" solutions are more
effective. The economic case for implementing available interventions
is usually less convincing for type 2 diabetes than for type 1, in part
because the time that persons can remain free of complications is much
less with type 2. The capacity for developing countries to make short-term
investments is severely limited and will be further taxed as noncommunicable
diseases such as diabetes become more prevalent. 2 tables, 15 references.
258
TITLE:
Assessing the Costs and Benefits of Medical Research: The Retinopathy
Study. Drummond, M.F.; Davies, L.M.; Ferris, F.L. Social Science and
Medicine. 34(9): 973-981. May 1992.
OBJECTIVE:
To develop and test a methodology for assessing the social costs and benefits
of medical research. The Retinopathy Study is used as an example.
CATEGORY:
Expert opinion.
CONCLUSION:
It is possible to develop and test a methodology of assessing the costs
and benefits of medical research that does not have the defects of earlier
approaches. Using this method, the Retinopathy Study was extremely cost
beneficial, with $10.5 million in research costs generating a net savings
of $2,816 million to society.
RECOMMENDATION:
With some modification, the methodology described can be applied prospectively
to assess not only how many resources should be invested in a specific
clinical trial but also to determine the payoff from investing resources
in promoting the dissemination of results or in changing incentives to
encourage the adoption of new, cost-effective clinical practices.
ABSTRACT:
The authors retrospectively assessed the costs and benefits of the Retinopathy
Study, a major clinical trial funded by the National Eye Institute between
1972 and 1981. The impact of the study, which was a randomized, controlled
clinical trial of photocoagulation for severe retinopathy, on clinical
practice for both proliferative and nonproliferative retinopathy was examined.
Decision analysis was used to assess the expected costs and consequences
of laser photocoagulation for persons with proliferative retinopathy in
two alternatives: with and without the clinical trial. It was estimated
that the trial, which cost $10.5 million, would provide a net savings
to society of $2,816 million over 22 years' use of photocoagulation therapy,
most of that figure coming from the avoidance of lost production. The
government would save $2,249 million; patients, $1,339 million; and third
party payers would incur a net cost of $772 million because of an increase
in the use of photocoagulation. Even excluding the costs of lost productivity,
there would be a net savings of $231 million to society over the same
time period. In addition, there would be a net gain to the population
of patients with retinopathy of 279,000 vision years. Sensitivity analysis
showed the results were most affected by the assumptions about the likely
impact of the trial on clinical practice, the effectiveness of the therapy,
and the view taken on the relevance of including productivity losses.
2 figures, 4 tables, 25 references.
259
TITLE:
Cardiovascular Complications of Diabetes Mellitus: What We Know and What
We Need to Know about Their Prevention. Savage, P.J. Annals of Internal
Medicine. 124 (1 Part 2): 123-126. January 1, 1996.
OBJECTIVE:
To review the problem of cardiovascular disease in persons with diabetes.
To discuss the questions related to prevention of cardiovascular complications
of diabetes that must be addressed by future clinical trials.
CATEGORY:
Expert opinion.
CONCLUSION:
Persons with diabetes are at substantially increased risk for cardiovascular
complications, particularly those related to atherosclerosis.
RECOMMENDATION:
Until new clinical trials determine whether optimal glucose concentration
normalizes the risk of cardiovascular disease and whether this approach
is the most cost-effective intervention, existing guidelines for the control
of cardiovascular disease risk factors in patients with diabetes should
be strictly followed.
ABSTRACT:
The author reviews the existing literature on the etiology of cardiovascular
disease in persons with diabetes and discusses future research needs relevant
to prevention. Many studies have demonstrated an association between overt
diabetes and cardiovascular disease. In developed countries, the risk
of cardiovascular disease is increased two- to four-fold among patients
with diabetes. Up to 75 percent of deaths among patients with type 2 diabetes
in the United States are attributed to ischemic heart disease or other
heart and vascular diseases. The cardiovascular complications of diabetes
are increasingly important because of population trends (rapid growth
among the elderly and minorities) and because success in reducing microvascular
complications will increase the numbers at risk for macrovascular complications.
The Diabetes Control and Complications Trial did not establish that the
macrovascular complications of diabetes can be reduced by controlling
glucose concentrations, and questions about the relationship of hyperglycemia
to risk for cardiovascular disease remain unanswered. Because of concern
about medical care costs, consideration must be given to issues of relative
efficacy, relative cost, and the patient burden from different interventions
in developing a cardiovascular disease reduction program effective for
most patients with diabetes. As the average patient with diabetes sees
a physician less than one hour annually, without a major expansion in
care there will be severe limits in the complexity of any program that
could be implemented. Key questions to be answered are whether optimal
glucose control normalizes the risk of cardiovascular disease and whether
controlling glucose concentration is the most cost-effective intervention
to prevent cardiovascular complications. 2 tables, 29 references.
260
TITLE:
Case Management and Quality of Care for Diabetic Patients. Korn, A. Diabetes
Care. 15(Supplement 1): 59-61. March 1992.
OBJECTIVE:
To describe a clinically sensitive case management process and its impact
on quality of care.
CATEGORY:
Expert opinion.
CONCLUSION:
All patients may benefit from case management if it is accomplished through
a peer-driven process.
RECOMMENDATION:
None.
ABSTRACT:
The author describes the elements of a clinically sensitive case management
process and its potential impact on the quality of care of patients with
diabetes. Case management, which he also calls managed care, is designed
to achieve the best possible clinical outcome for each episode of patient
care at a cost that represents the best value to the patient and benefit
plan. The overall process must be ongoing and dynamic; a commitment to
flexibility is required of payers so that, as feasible, benefits may be
matched to clinical need in a sensitive, efficient manner. To achieve
the best possible clinical outcome, case management must focus on the
medical necessity of services. Interpretation of medical necessity should
include a peer review. The value of a given treatment plan must also be
evaluated from a financial as well as a clinical perspective. To serve
the patient's best interests, the treatment plan should focus on the long-term
outcome. But good case management must look at both short- and long-term
values; price is only one determinant of cost over time. Clinical criteria
are an evolving part of the case management process. Applying appropriateness
criteria for specific therapies results in a risk-benefit analysis for
a particular patient. Appropriateness criteria are gaining increased acceptance
within the provider and payer communities. Case management has the potential
to affect the quality of care of patients with diabetes, including aspects
of individual patient treatment plans and laboratory screening procedures,
patient compliance monitoring, and hospital utilization. 6 references.
261
TITLE:
Clinical Economics: A Guide to the Economic Analysis of Clinical Practices.
Eisenberg, J.M. Journal of the American Medical Association (JAMA).
262(20): 28792886. November 24, 1989.
OBJECTIVE:
To provide information for clinicians on how economic techniques can be
applied to their medical practice to improve decision making about ways
to use resources in the hope of improving health.
CATEGORY:
Expert opinion.
CONCLUSION:
The clinical economic techniques reviewed may help clinicians reach the
societal goal of achieving the greatest benefit for the most people.
RECOMMENDATION:
None.
ABSTRACT:
The author provides a broad overview of the principles of economic analysis
and how they can be used to make intelligent choices between alternative
uses of resources. These decisions must consider both cost and outcome
because there are only limited resources available; tradeoffs and choices
are inevitable. The author describes three dimensions of economic analysis
applied to medical care: type of analysis (cost identification, cost-effectiveness,
and cost benefit), point of view (society, patient, payer, and provider),
and type of costs and benefits (direct medical, direct nonmedical, indirect,
and intangible). Cost identification simply asks what the cost is; this
analysis can guide medical practice only if a service has both lower cost
and better or equal outcomes than the alternatives. Cost-effective analysis
measures the net cost of offering a service and the outcomes obtained.
It does not, however, assess whether outcomes are worth the cost. Cost-benefit
analysis forces an explicit decision about whether the cost is worth the
benefit. In terms of point of view, the author notes the bias that generally
favors medical care for identifiable victims. He also discusses sensitivity
analysis, which determines the degree to which uncertainty can influence
conclusions about the economic impact of clinical decisions. The principles
and methods of clinical economics equip physicians to be more critical
users of information about the costs and effects of clinical practice.
4 figures, 2 tables, 44 references.
262
TITLE:
A Clinician's Guide to Cost-Effective Analysis. Detsky, A.S.; Naglie,
I.G. Annals of Internal Medicine. 113(2): 147154. July 15, 1990.
OBJECTIVE:
To show how economic analysis can be used to help decision makers set
priorities for funding health care programs.
CATEGORY:
Expert opinion.
CONCLUSION:
Policymakers will be better able to set priorities for funding if their
perspective and objectives follow some of the principles of a cost-effectiveness
analysis.
RECOMMENDATION:
Clinicians should understand cost-effectiveness analysis, even though
they do not use it in their clinical practice.
ABSTRACT:
The authors examine fundamental ideas about efficiency analysis in health
care, which includes cost-effectiveness, cost-benefit, and cost-November/Decemberutility
analysis. They provide examples to define cost effectiveness analysis
and to show how it can be employed to allocate scarce health care resources
across competing uses. Using this technique to set priorities assumes
the decision maker has one objective, to maximize net health benefit to
a target population from a fixed amount of resources, and that the decision
maker values health benefits accruing to all persons in the target population
equally. Cost-effectiveness analysis of a health care intervention requires
comparing it with alternative methods of dealing with the patients in
a given health state (e.g., comparison of drugs for patients with hypertension).
The tension between the extra costs of an intervention and the extra clinical
benefits brings forth the issue of setting priorities. Ratios of extra
costs required to achieve one extra unit of clinical outcome are derived;
these may be cost-effectiveness, cost-utility, or cost-benefit ratios.
When units of clinical outcome can be measured in direct clinical terms
(e.g., premature deaths avoided), cost-effectiveness ratios will be estimated.
If clinical outcome units also consider utility or quality of life, cost-utility
ratios are estimated. Incremental (marginal) cost-effectiveness or cost-utility
ratios can be used to set priorities. The type of economic analysis discussed
in this paper has a very limited role for individual clinicians caring
for individual patients and is more appropriate for decisions affecting
populations. 4 tables, 17 references.
263
TITLE:
Cost Concepts for Diabetes Educators: An Introduction. Tobin, C.T. Diabetes
Educator. 16(6): 456, 459. November-December 1990.
OBJECTIVE:
To introduce diabetes educators to decision analysis tools for business
that are currently used in the health care setting.
CATEGORY:
Expert opinion.
CONCLUSION:
Understanding economic analysis and incorporating it into diabetes management
practices enables diabetes educators to use cost terminology and analysis
correctly, to evaluate the diabetes literature, to develop accurate cost
data for individual services, and to enhance the credibility of reimbursement
proposals to third party payers.
RECOMMENDATION:
It is more practical for health care professionals to learn business language
than for policymakers or decision makers to learn the language of education
and diabetes.
ABSTRACT:
Lack of third party reimbursement for outpatient education is a common
problem for diabetes educators. When developing a proposal to have this
service reimbursed, educators must understand the concerns of insurers.
The author provides an overview of economic analysis so that diabetes
educators can improve their communication with policymakers. She discusses
four types of economic analysis: cost identification, cost-effectiveness,
cost benefit, and cost utility. Cost identification identifies the lowest
cost of available alternatives. Cost-effectiveness provides the least
costly alternative to achieve an outcome. Cost benefit determines whether
a benefit is worth the cost. Cost utility adjusts outcome for quality
and measures costs in dollars (e.g., cost of quality-adjusted life-years).
The more diabetes educators know and understand about reimbursement and
cost analysis, the more they will be able to activate their policymakers
and third party payers and to make more informed decisions affecting their
patient population. 1 table, 4 references.
264
TITLE:
Cost of Diabetes Care. In: Clinical Diabetes Mellitus: A Problem-Oriented
Approach. InZwaag, R.V.; Connor, M.; Dickson, H.D.; Runyan, J.W. (eds.)
New York, NY: Thieme Medical Publishers. 1991. pp. 717-722.
OBJECTIVE:
To discuss direct and indirect costs for patients with diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
Medical care costs are increasing and will continue to increase, but attempts
are being made to change these trends through government regulations,
preventive care, and new methods of health care delivery. Hospitalization
costs related to the treatment of diabetes complications are a major component
of the total cost of diabetes.
RECOMMENDATION:
None.
ABSTRACT:
The authors define direct costs as those associated with diagnosis and
treatment of diabetes, and indirect costs as those associated with loss
of productivity from work, disability, and early mortality. The authors
discuss direct costs of diagnostic tests, home glucose monitoring (urine
and blood tests), and physician visits in 1987. The American Diabetes
Association (ADA) reported for that year that 63 percent of persons with
diabetes used home urine tests ($.10 per test) and 16 percent used home
glucose tests ($.83 per test); of the home-monitoring group, 64 percent
tested once a day. National Ambulatory Medical Care Survey data published
in 1981 found diabetes ranked second to hypertension for disease-coded
physician visits. Diabetes had the highest proportion of return visits
(.94), indicating a recurring expense for patients with diabetes. The
authors analyze hospitalization data from two Memphis, Tennessee, providers.
At the Baptist Memorial Hospital in 1988, circulatory disorders and hyperosmolar
coma were the most expensive major complications of diabetes in terms
of average length of stay and charge per day. Although average charges
per day for most disorders were less for patients with diabetes, total
charges were greater because lengths of stay were longer. Much earlier,
the Memphis Chronic Disease Program demonstrated that hospital days can
be reduced with a system of decentralized clinics using specially trained
nurses as primary care providers. The total charges per patient in that
program averaged $611 per year (1977 dollars), in the range of national
per capita expenditures for medical care in that period. Blindness, kidney
disease, limb amputation, myocardial infarction, and stroke are expensive
conditions that also should be considered in the direct costs of diabetes.
In 1975, the direct cost of diabetes was estimated at $2.52 billion, and
the indirect costs at $2.82 billion. A 1987 report estimated direct costs
for the disease of $9.6 billion and indirect costs of $10.8 billion. The
authors note that the greatest benefit from prevention programs may derive
from educational efforts directed to juvenile patients and pregnant women
with diabetes. 4 tables, 15 references.
265
TITLE:
Cost-Effectiveness of Diabetes Education. Assal, J-P. PharmacoEconomics.
8 (Supplement 1): 68-71. 1995.
OBJECTIVE:
To present an argument for diabetes education.
CATEGORY:
Expert opinion.
CONCLUSION:
Resources spent on patient education lead to substantial savings over
the longer term.
RECOMMENDATION:
Investment in patient education is needed.
ABSTRACT:
A review by Bartlett (1995) showed average savings of $3 to $4 per $1
invested in patient health education. Diabetes education is also cost
effective, but many patients do not have adequate access to such a program.
In addition, educational programs on diabetes often do not include the
poorly motivated or poorly educated, the elderly and isolated, and patients
in denial. Physicians and allied health professionals have not been prepared
through their education and training to educate their patients. The methodology
required to educate patients about diabetes must be based on active learning
by health professionals. Initially, education specialists need to supervise
the educational programs for these professionals. Major investment in
patient education by health care policymakers and administrators appears
to be warranted. Without such investment there is little prospect of substantial
improvement in the delivery of health education to the population with
diabetes. 1 figure, 1 table, 15 references.
266
TITLE:
The Cost-Effectiveness of Preventive Care for Diabetes Mellitus. Elixhauser,
A. Diabetes Spectrum. 2(6): 349-353. November/December 1989.
OBJECTIVE:
To summarize the literature on the costs associated with diabetes and
to evaluate the economic aspect of programs for preventing its complications.
CATEGORY:
Expert opinion.
CONCLUSION:
Most of the programs were found to be effective in reducing morbidity,
mortality, and costs associated with diabetes, but the strength of these
findings is limited by study deficiencies.
RECOMMENDATION:
More accurate assessment of the clinical and economic impact that interventions
have on preventing complications of diabetes is needed.
ABSTRACT:
The author summarizes the literature on the costs of diabetes and interventions
against the disease. Five types of interventions are examined from an
economic point of view: primary prevention, screening for gestational
diabetes, glucose monitoring, changes in structure of medical care services,
and educational or behavioral interventions. The main types of economic
evaluation discussed are cost-of-illness studies, cost-benefit analysis
(CBA), cost-effectiveness analysis (CEA), and cost-utility analysis (CUA).
All of the studies examined in this analysis were deficient in some way,
limiting valid conclusions. The cost-of-diabetes studies examined only
the primary diagnosis to avoid counting resource use twice, but this approach
underestimates costs diabetes is a secondary diagnosis in 2.5 times
as many hospital discharges as it is a primary diagnosis and it is reported
as a secondary cause of death 3.5 times more often than as a primary cause.
Studies to evaluate the cost-effectiveness of interventions are flawed
by weak study design, lack of validation for the methodology used, failure
to outline potentially relevant costs and consequences, use of a restricted
range of costs, failure to report intervention costs, attributing changes
to global measures without ruling out alternative explanations, failure
to provide justification that the patient group examined was representative
of the larger group with which it was compared, and failure to take into
account false-negative screening results. Suggestions for improving the
studies include allowance for false-negative screening results, adherence
to performance standards (e.g., assessment of nonmedical direct and indirect
costs), and adherence to the same research-design criteria governing studies
of medical interventions. 3 tables, 49 references.
267
TITLE:
The Costs of Diabetes and Its Complications. Leese, B. Social Science
and Medicine. 35(10): 1303-1310. November 1992.
OBJECTIVE:
To review studies of the costs of diabetes and its complications.
CATEGORY:
Expert opinion.
CONCLUSION:
Major gaps exist in the data on the economics of diabetes, particularly
on the indirect costs of the disease and the marginal benefits and costs
of investing (e.g., providing funding for prevention and treatment) in
diabetes.
RECOMMENDATION:
Cost-effectiveness studies must be performed for diabetes interventions
to provide a basis for attempts to reduce the costs of the disease and
to ensure that persons with diabetes are treated with efficacy and equity.
ABSTRACT:
The author reviews several studies of the costs of diabetes and its complications
in order to locate gaps in the data, particularly for the United Kingdom.
Results of studies on the economics of diabetes are presented in five
categories: direct costs, indirect costs, psychological costs, cost of
treatment of complications, and cost-effectiveness. Numerous direct-cost
studies are reviewed; in Britain, people with diabetes consume 4 to 5
percent of all health care resources. Few studies have included calculations
of indirect costs because of the difficulty in assigning monetary values
for such studies (e.g., to time lost from work, early retirement, and
premature death). Psychological costs have rarely been considered in economic
analyses. Complications are the most important contributors to the costs
of diabetes, but lack a great deal of investigation from an economic perspective.
Most studies of the economics of diabetes have been conducted in the United
States, where health care is provided very differently than in the United
Kingdom, making comparisons unreliable. Most studies also lack suitable
retrospective data, and needed long-term prospective studies are difficult
to set up and expensive to run. The literature lacks evidence on the efficacy
and cost-effectiveness of interventions to reduce the burdens of diabetes
and its complications. 50 references.
268
TITLE:
Diabetes Care in Health Maintenance Organizations. Geffner, D. Diabetes
Care. 15(Supplement 1): S44-S50. March 1992.
OBJECTIVE:
To review the history of health maintenance organizations (HMOs) and to
describe the organization of the CIGNA Health plans of California; to
describe how HMOs have dealt with health education, drug prescriptions,
cost containment, and other issues.
CATEGORY:
Expert opinion.
CONCLUSION:
HMOs theoretically offer a system of delivering care that is accessible,
affordable, and of good quality to patients with diabetes.
RECOMMENDATION:
None.
ABSTRACT:
The author reviews the historical development of HMOs and describes developments
in managed care. Within CIGNA Health plans of California, provisions for
access to care for patients with diabetes are described and details of
cost containment practices presented. In both the staff model HMO and
at the independent practice association (IPA) model, primary care physicians
are responsible for the care of patients with diabetes. Most HMOs provide
health education and nutrition counseling and at CIGNA Health plans of
California, there is unlimited access (with no copayments) to health education
programs. Cost containment is an underlying precept of the HMO model.
While fee-for-service plans reward maximum use of resources, in the HMO
setting, financial incentives favor conservation of resources. Financial
incentives include bonuses to physicians for surpluses and responsibility
and financial risks for deficits. Other administrative constraints in
the outpatient setting for the use of services include prior authorization
for elective hospitalization and expensive diagnostic and therapeutic
procedures, concurrent utilization review, mandatory second opinions,
and drug formularies. Nonfinancial measures to improve cost-effectiveness
can also improve quality; they include specialized clinics with integrated
personnel, easy referral to specialists, exposure to patient education
opportunities, and peer review. Studies have shown that HMO patients are
less likely to be hospitalized and undergo fewer outpatient procedures
and laboratory testing with the same health care outcomes. Whether differences
in rates of utilization in the outpatient setting represent overutilization
in the fee-for-service system or underutilization in the HMO setting is
not known. 62 references.
269
TITLE:
Diabetes Guidelines, Outcomes, and Cost-Effectiveness Study: A Protocol,
Prototype, and Paradigm. Carey, M. Journal of the American Dietetic
Association. 95(9): 976-978. September 1995.
OBJECTIVE:
To review several articles in the September 1995 issue of the Journal
of the American Dietetic Association that report the findings of the
diabetes guidelines, outcomes, and cost-effectiveness studies.
CATEGORY:
Expert opinion.
CONCLUSION:
Medical nutrition therapy provided by dietitians to persons with type
2 diabetes is clinically beneficial and cost effective.
RECOMMENDATION:
Future challenges include long-term management of diseases using medical
nutrition therapy, quality of life, and segmenting study subjects according
to variables likely to affect outcomes, such as duration of disease.
ABSTRACT:
The author comments on several articles in the referenced journal issue
that address practice guidelines for medical nutrition therapy in patients
with diabetes. Monk et al. (1995) discussed the development of the guidelines.
Following a randomized, controlled clinical trial, Franz et al. (1995)
concluded that medical nutrition therapy provided by dietitians significantly
improves medical and clinical outcomes and is, therefore, beneficial to
persons with type 2 diabetes. A second study by Franz et al. (1995) found
that medical nutrition therapy is cost effective for type 2 diabetes.
Using fasting plasma glucose levels as the primary indicators and a 6-month
time frame, they found that basic nutrition care cost $5.32 per unit of
outcome and practice guidelines (expanded) nutrition care cost $4.20 per
unit. 23 references.
270
TITLE:
Diabetes, Health Insurance, and Health-Care Reform. Herman, W.H.; Dasbach,
E.J. Diabetes Care. 17(6): 611-613. June 1994.
OBJECTIVE:
To outline the health insurance issues that faced patients with diabetes
in 1994.
CATEGORY:
Expert opinion.
CONCLUSION:
The United States needs a new health insurance system. Many persons with
diabetes have no health insurance, have inadequate coverage, or receive
less than optimum care.
RECOMMENDATION:
A new health insurance system should provide coverage that is not employment
based, disregards preexisting conditions, is rated on community rather
than individual health care usage, and will provide for health education,
supplies, equipment, and preventive services.
ABSTRACT:
The authors summarize the underlying issues influencing health care reform
in 1994 by outlining information from several studies. The authors state
that in 1988, 17 percent of children or adolescents under age 18 had no
health insurance. For 1989, they report that among persons with diabetes,
13.5 percent of those aged 18 to 64 and 1.2 percent aged 65 and over were
not insured. Among people aged 18 to 64, those with diabetes were more
likely to have Medicare or Medicaid coverage than those without diabetes.
However, fewer than one-half of all people with annual incomes below the
federally defined poverty level receive Medicaid benefits, and approximately
one-fourth of practicing physicians do not accept Medicaid patients. In
1987, 46 percent of the uninsured population were working adults, 7 percent
were nonworking spouses, and 24 percent were children of working adults;
13 percent of those under age 65 were underinsured. A survey in the 1980s
revealed that many primary care providers did not adhere to consensus
guidelines for care of diabetes. A 1993 report found that fewer than half
of all patients with diabetes received annual dilated-eye examinations.
These data show that the United States needs a better health insurance
system that will provide broader and more adequate coverage for patients
with diabetes. Coverage should provide for preventive care, health education,
and management by a multidisciplinary team. 21 references.
271
TITLE:
Diabetes in a Managed Care System. Quickel, K. Annals of Internal Medicine.
124(1 Part 2): 160-163. January 1, 1996.
OBJECTIVE:
To analyze the effects of managed care strategies on the care of persons
with diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
Managed care programs have the potential to provide excellent care for
persons with diabetes if clear evidence is presented to them that costs
can be cut and quality improved.
RECOMMENDATION:
The diabetes community must work with managed care organizations to develop
diabetes care programs that are cost effective and result in improved
outcomes.
ABSTRACT:
The author provides a general review of managed care, then examines the
care of patients with diabetes in that setting. Managed care uses payment
incentives, provider designation, coverage policies, and traditional insurance
mechanisms. Payment incentives effectively limit use of some services,
particularly inpatient hospitalization. While payment incentives have
the positive effect of encouraging routine initiation of insulin therapy
on an outpatient basis, they may also adversely affect the care of some
patients with diabetes who would benefit from hospitalization. There is
evidence of deficient knowledge of diabetes among primary care physicians,
but no direct studies have compared the quality (by process or outcome)
of diabetes care provided by primary care physicians with that given by
specialists. Provider designations will likely adversely affect the care
of patients with complex diabetes, especially those with type 1 diabetes.
However, structured programs provided by managed care programs, such as
eye care, may improve some aspects of diabetes care. Acute care needs
and the care of documented complications are generally well covered under
managed care. Coverage of self-management training and nutrition counseling
are inconsistently covered, however. As care of patients with diabetes
costs three times as much as care of those without diabetes, managed care
programs tend to exclude patients with diabetes. Preexisting condition
exclusions by managed care plans may leave persons with diabetes without
health insurance for necessary services. 1 table, 35 references.
272
TITLE:
Diabetes Mellitus and the St. Vincent Declaration: The Economic Implications.
Leese, B. PharmacoEconomics. 7(4): 292-307. April 1995.
OBJECTIVE:
To examine the social and economic factors that affect diabetes mellitus
and how the St. Vincent Declaration (St. Vincent, Italy, 1989) addresses
them.
CATEGORY:
Expert opinion.
CONCLUSION:
The cost of providing more services to people with diabetes is a major
barrier to implementing the St. Vincent Declaration.
RECOMMENDATION:
None.
ABSTRACT:
The St. Vincent Declaration (1989) set forth two general goals and several
5-year targets for improving quality of life and life expectancy for people
with diabetes mellitus and reducing the disease's complications. The authors
examine social and economic factors affecting diabetes mellitus and how
the declaration addresses them. One problem with chronic diseases is that
money spent on prevention will not achieve savings for 20-30 years and
thus has little appeal for governments. In Britain, type 2 diabetes often
remains undiagnosed, and systematic screening in general practice will
reveal many undiagnosed cases. A U.S. report indicates that increasing
age, decreasing income, poor education, poor diet, obesity, race, and
heredity are risk factors for diabetes. The cost-of-illness approach,
including direct, indirect, and psychological costs, can be used for diabetes.
Indirect costs include losses in productivity from short-term illness,
early retirement, and death before retirement. In general, about 55 percent
of total costs are direct and 45 percent are indirect (psychological costs
are usually disregarded). A standardized method of collecting data for
economic evaluations of the disease does not yet exist. Prevention of
diabetes would lead to cost savings and improve quality of life for patients.
There have been few cost-effectiveness analyses of diabetes mellitus.
Financial considerations are a major barrier to implementing the St. Vincent
Declaration. Diagnosing and treating more people with diabetes will add
costs, but benefits may not be seen for many years. However, prospects
are good for reducing costs of complications in the long term. The authors
discuss primary, secondary, and tertiary prevention. With patient compliance,
complications would be reduced and costs lowered. The St. Vincent Declaration
has been an impetus for further research and refinement of databases,
which are essential to effectively monitor improvements in service provision
and outcomes. 1 table, 1 figure 104 references.
273
TITLE:
Diabetes Patient Education Programs: Quality and Reimbursement. Wheeler,
M.L.; Warren-Boulton, E. Diabetes Care. 15(Supplement 1): S36-S40.
March 1992.
OBJECTIVE:
To describe a quality assurance process for diabetes education programs
and to evaluate the impact of recognition by the American Diabetes Association
(ADA) on reimbursement for these programs.
CATEGORY:
Expert opinion.
CONCLUSION:
Reimbursement for ADA-recognized education programs is inconsistent and
unpredictable.
RECOMMENDATION:
Professionals in the diabetes community and third party payers should
work together to clarify coding and coverage issues related to the delivery
of outpatient education services in all appropriate settings. Programs
seeking reimbursement should achieve positive review of quality assurance
from an external source. Medicare should reimburse hospital-based programs
and extend coverage to alternative programs such as those in the physician's
office.
ABSTRACT:
The authors detail the components of a quality assurance mechanism for
patient education programs in diabetes, including a description of the
recognition program of the ADA. Results of a 1990 survey evaluating the
impact of ADA recognition on reimbursement are presented. A survey of
120 recognized programs from 40 states showed reimbursement by third party
payers to be inconsistent and largely unpredictable. Programs in 17 states
showed disparity in Medicare reimbursement coverage, with recognized programs
in 9 states showing no Medicare activity at all. Medicaid provided very
limited coverage for diabetes education; no recognized programs were reimbursed
in 23 states. Blue Cross/Blue Shield provided no reimbursement for recognized
programs in 15 states, and 17 states had inconsistent coverage by these
carriers. Further effort is needed to clarify, for both providers and
payers, coding and coverage issues related to the delivery of the specific
components of acceptable, reimbursable education services. Specific recommendations
are made, particularly with reference to Medicare coverage. Diabetes education
is provided most effectively and efficiently in the outpatient setting;
Medicare should appropriately reimburse hospital-based outpatient education
programs as well as education programs in alternative sites. 4 tables,
9 references.
274
TITLE:
Diabetic Dyslipidemia: A Case for Aggressive Intervention in the Absence
of Clinical Trial and Cost-effectiveness Data. Lewis, G.F. Canadian
Journal of Cardiology. 11(Supplement C): 24C-28C. May 1995.
OBJECTIVE:
To provide a rationale for aggressively treating dyslipidemia in patients
with diabetes in the absence of clinical trials and cost-effectiveness
data.
CATEGORY:
Expert opinion.
CONCLUSION:
The evidence is overwhelming that patients with diabetes have a high rate
of coronary artery disease, that traditional risk factors for coronary
artery disease operate in diabetes, and that dyslipidemia in people with
diabetes is highly prevalent and atherogenic.
RECOMMENDATION:
Compelling clinical trial evidence is needed to support treating dyslipidemia
in people with diabetes to reduce the incidence of coronary artery disease
in the population.
ABSTRACT:
People with diabetes have a twofold to fourfold increase in incidence
of atherosclerotic cardiovascular disease. Atherosclerotic complications
account for up to 80 percent of all deaths for people with diabetes; about
75 percent of these deaths are due to coronary artery disease. In 1992,
people with diabetes made up 4.5 percent of the United States population,
but they accounted for 14.6 percent of health care expenditures. People
with diabetes who do not have complications incur few additional costs
versus those without diabetes. Once complications occur, however, individual
costs are high. The traditional risk factors for atherosclerotic cardiovascular
disease (age, hypertension, left ventricular hypertrophy, hyperlipidemia,
and smoking) operate in people with diabetes but do not account for the
total increase in atherosclerotic cardiovascular disease; diabetes itself
confers an independent additional risk. The most common lipid abnormalities
in type 2 diabetes and poorly controlled type 1 diabetes are hypertriglyceridemia
and low high-density lipoprotein. Treating dyslipidemia with conservative
measures (diet, weight loss, aerobic exercise, improving glycemic control,
etc.) and pharmacological management has been effective in correcting
lipid levels. The author reports that few trials of lipid-lowering therapy
have included patients with diabetes or demonstrated the cost-effectiveness
of lipid-lowering therapy in reducing atherosclerotic cardiovascular disease.
1 table, 35 references.
275
TITLE:
Economic Costs of Diabetes. Lipsett, L.F. Pediatric and Adolescent
Endocrinology. 11: 143-148. 1983.
OBJECTIVE:
To review estimates of the direct and indirect costs of diabetes in the
United States.
CATEGORY:
Expert opinion.
CONCLUSION:
The economic burden of diabetes is significant, with the total cost of
diabetes estimated at $9.7 billion in 1980.
RECOMMENDATION:
Indirect costs of diabetes due to morbidity might be reduced through improving
the accessibility of health services and creating greater awareness of
diabetes complications.
ABSTRACT:
The author reviews recent estimates of the direct and indirect costs of
diabetes in the United States. The human capital approach (Rice 1966),
which has been used by most economists in estimating the economic burden
of disease in this country, includes estimates of both direct and indirect
costs (time lost from work, losses to the economy from premature mortality).
Estimates of the cost of diabetes grew from $2.6 billion in 1969 to $9.7
billion in 1980. In 1969, morbidity accounted for 56 percent of the total
economic cost of diabetes and mortality accounted for 43 percent. In 1980,
morbidity accounted for over 85 percent of costs and mortality just 15
percent. Siebert (unpublished data) estimated the annual costs per patient
for outpatient dialysis, renal transplant, and home dialysis to be $23,088,
$19,000, and $12,400, respectively, for patients with diabetes and end-stage
renal disease. Patients with diabetes account for one-fourth of entrants
into end-stage renal disease programs. In 1973, only 57 percent of adults
with diabetes were estimated to have had an eye examination during the
preceding 2 years, only 52 percent an electrocardiogram, and only 41 percent
a glaucoma test. 1 figure, 1 table, 17 references.
276
TITLE:
The Economic Costs of NIDDM. Songer, T.J. Diabetes-Metabolism Reviews.
8(4): 389-404. December 1992.
OBJECTIVE:
To review basic concepts in health economic research and how they have
been applied to issues involving type 2 diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
Health Economics data provide relevant information for decisions
made by governments and health agencies about diabetes.
RECOMMENDATION:
Developing a better means of identifying persons with type 2 diabetes
could help a great deal to highlight the epidemiologic and economic components
of the disease.
ABSTRACT:
The author discusses three broad kinds of health economic approaches:
descriptive, evaluative, and explanatory. Descriptive approaches include
cost-of-illness studies and assessments of patients' costs and concerns.
Cost-of-illness studies usually include direct and indirect costs; intangible
or psychosocial costs are normally not included. Although the literature
on the cost of diabetes is fairly extensive, data specific to type 2 diabetes
are uncommon. Costs and concerns of patients include direct payments by
individuals for health care or insurance as well as sacrifices (losses)
in time; little has been published in this area relative to diabetes.
Evaluative approaches include cost-benefit analysis, cost-effectiveness
analysis, and cost-utility analysis. Cost-benefit analysis considers monetary
cost versus monetary benefits; there is no measure of health gained. Both
cost-effectiveness analysis and cost-utility analysis consider monetary
cost minus monetary benefit versus health gained (measures for cost-effectiveness
analysis include years of life, disability prevented, etc.; for cost-utility
analysis the measure is quality-adjusted life-years). Explanatory approaches
include examinations of incentives, demand, and supply. Economic incentives
might change the price of a healthy or an unhealthy activity, or they
might change an individual's knowledge about the consequences of activities.
The author suggests including an economic component in the evaluation
of intervention programs to prevent type 2 diabetes. He points out that
in most scenarios, prevention does not save money. Referencing Weinstein
(1990), he states that the economic issue is not whether prevention saves
money, but whether prevention improves health at a reasonable cost. 4
figures, 4 tables, 83 references.
277
TITLE:
Economic Implications of IGT Intervention: The Case of a "Phantom
Alternative"? Gafni, A. Diabetic Medicine. 13(3 Suppl 2):
S25-S28. March 1996.
OBJECTIVE:
To assess whether it is possible to perform an economic evaluation of
primary strategies for preventing diabetes in patients with impaired glucose
tolerance (IGT) or whether such strategies represent "phantom alternatives"
(illusionary choices that look real but are unavailable at the time a
decision is made).
CATEGORY:
Expert opinion.
CONCLUSION:
At present, an economic evaluation of primary prevention strategies cannot
be performed, even for the purpose of determining the strategies' technical
efficiency.
RECOMMENDATION:
Effectiveness-type clinical trials should be designed, based on existing
evidence in favor of possible interventions, to test properly the effectiveness
of potential primary intervention strategies.
ABSTRACT:
The methodologies of economic evaluations of health care interventions
are reviewed and the economic questions to be answered are discussed.
Key issues are (1) the identification of the cluster of technically efficient
programs for each disease level and (2) the determination of the optimal
mix of interventions. The author argues that no comprehensive descriptions
have yet been put forward about primary prevention strategies for diabetes.
Satisfactory evidence of the effectiveness of existing preventive strategies,
their impact on quality of life, or their acceptance by individuals, also
is not available. Evidence is also lacking on effective methods for identifying
high-risk individuals. The author concludes that, because of these deficiencies,
no economic evaluation of primary prevention strategies can be performed.
12 references.
278
TITLE:
Emotional Side Effects of Diabetes Educational Program (letter; comment).
Conget, J.I.; Esmatjes, E.; Ferrer, J.; De Pablo, J.; Gomis, R. Diabetes
Care. 13(8): 901-902. August 1990.
OBJECTIVE:
To argue that an intensive diabetes educational program can produce severe
adverse emotional effects in predisposed patients and to recommend a psychological
assessment before program participation.
CATEGORY:
Expert opinion.
CONCLUSION:
Following their participation in a health education program, patients
with chronic diseases and premorbid personalities have exhibited psychological
disorders.
RECOMMENDATION:
A psychological assessment should be performed before a diabetes education
program begins to rule out patients at high risk of developing emotional
disorders. Select patients would be given special educational techniques.
ABSTRACT:
The authors respond to an article by Rubin et al. (Diabetes Care.
12(10): 673-679. 1989) on the effects of diabetes education. They agree
with Rubin et al. that an intensive diabetes education program evaluated
by those investigators improved the emotional status of participants and
that this improvement contributed markedly to improved metabolic control.
However, the authors argue that intensive diabetes educational programs
can also produce severe adverse emotional effects in predisposed patients.
They illustrate their point with the history of a 19-year-old patient
who exhibited disturbed behavior following such a program. They recommend
a preprogram psychological assessment to rule out patients at high risk
for emotional disturbances. They note that psychological disorders have
been described in patients with chronic diseases and premorbid personalities
after their inclusion in a health education program. In a reply, Rubin
et al. argue that the disorder of the patients described by Conget et
al. might not have been caused by the educational program. Rather than
preprogram assessment, they suggest close monitoring during and after
the program. 6 references.
279
TITLE:
Estimating the Impact of Total Illness Burden on Patient Outcomes among
Patients with Non-Insulin Dependent Diabetes: A Comparison of Three Co-Morbidity
Measures (abstract). Greenfield, S.; Sullivan, L.M.; Dukes, K.A.; D'Agostino,
R.; Dittus, R.; Wagner, E.; Kaplan, S.H. AHSR FHSR Annual Meeting Abstract
Book. 12: 85. 1995.
OBJECTIVE:
To compare three different measures used to assess total disease burden
in patients with type 2 diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
The Total Illness Burden Index provided the most accurate assessment of
total illness burden. This index may reveal a formerly underestimated
disease burden among women and minorities and may decrease distortions
in assessing quality of care.
RECOMMENDATION:
None.
ABSTRACT:
The investigators compared the accuracy of three comorbidity measures
in estimating the burden of diabetes in two populations of patients with
type 2 diabetes included in the Type II Diabetes Patient Outcome Research
Team (PORT) study. One group of patients (n = 1,738) was from the Group
Health Center of Puget Sound (Washington state); the other (n = 790),
from the Regenstrief Health Center in Indianapolis. The measures were
a simple count of diagnoses (NDX), the Charlson Index (CI), which is a
weighted measure, and the Total Illness Burden Index (TIBI), an aggregated
patient-reported measure of severity scores for each of 15 body systems.
The groups differed significantly in terms of race, socioeconomic level,
and presence of diabetes complications. Compared with the Puget Sound
group, patients from Regenstrief had lower annual incomes, less education,
a longer duration of diabetes, more diabetes-related complications, and
were more likely to be female and African American. In multivariate models,
the authors found that TIBI explained a greater proportion of the variation
in PFI10, office visits, and restricted activity days than did the other
two measures. Results were not explained by multi-collinearity. Sex was
significantly related to the TIBI but not to the CI. Race and income were
significantly related to each of the measures.
280
TITLE:
Financial Implications of Implementing Standards of Care for Diabetic
Eye Disease. Rand, L. Diabetes Care. 15(Supplement 1): S32-S35.
March 1992.
OBJECTIVE:
To review the practical financial implications of implementing published
care standards for diabetic eye disease.
CATEGORY:
Expert opinion.
CONCLUSION:
Several economic factors influence the implementation of guidelines for
eye care for patients with diabetes and will greatly influence how effective
these guidelines will be in reducing blindness due to retinopathy.
RECOMMENDATION:
Factors affecting the full implementation of eye care standards must be
addressed, particularly in terms of prepaid health care organization standards
and regional variations in resource availability.
ABSTRACT:
The author reviews the financial implications of implementing the American
Diabetes Association (ADA) guidelines for retinopathy screening. Broad
financial issues related to practice patterns are discussed, and no specific
dollar projections on potential cost savings are made. ADA guidelines
emphasize the role of the primary physician in coordinating the total
health care of persons with diabetes mellitus. The financial implications
of physicians' taking this role are enormous, not only because of liability
issues, but also because of cost escalations resulting from increased
testing and referral. Full implementation of each of the specific ADA
guidelines for retinopathy screening will result in increased costs. Implementation
of annual ophthalmic exams, for example, is expected to increase the cost
of care by at least 30 percent, as only one-half of patients with diabetes
currently receive annual care. However, increased costs of care may be
offset by decreases in disability payments: a 1990 study showed screening
for retinopathy resulted in net annual savings of $62 million to $109
million to the federal government when disability payments were considered.
The available guidelines are excellent and their implementation should
reduce visual loss from retinopathy. The financial impact of implementing
these guidelines, however, both in terms of manpower and dollars, is wide-ranging
and will greatly influence how effective they will be in reducing blindness
due to retinopathy. Low-cost screening strategies must be developed, particularly
for low-risk groups. 15 references.
281
TITLE:
The Health Belief Model and Adolescents with Insulin-Dependent Diabetes
Mellitus. Bond, G.G.; Aiken, L.S.; Somerville, S.C. Health Psychology.
11(3): 190198. 1992.
OBJECTIVE:
To test the utility of the health belief model for predicting both behavioral
adherence to the diabetic regimen and glycemic control among adolescents
with type 1 diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
Compliance was positively associated with two of three constructs (cues,
benefits-costs) of a modified health belief model. Compliance was not
significantly related to metabolic control.
RECOMMENDATION:
None.
ABSTRACT:
Fifty-six adolescents (mean age: 14.2 years) with type 1 diabetes were
included in this study; 43 percent were male and 91 percent were white.
All participants had type 1 diabetes for at least 1 year (mean: 5.8 years)
and were attending school. The study protocol had four components: (1)
a children's self-administered questionnaire that covered the health belief
model for diabetes, (2) three telephone interviews on compliance in which
the adolescent recalled the day's regimen-related events in sequence,
(3) three parent telephone interviews on compliance in which the parent
recalled his or her child's regimen-related events, and (4) a glycosylated
hemoglobin blood test for each adolescent four to six weeks after completion
of the last compliance interview. Because of the small sample size, a
measurement model containing the five constructs of the health belief
model (susceptibility, severity, costs, benefits, and cues) could not
be estimated. Instead, the authors used a benefits-costs construct, a
perceived threat construct (severity plus susceptibility), and a construct
of perceived cues to action as their model. Benefits refer to a conviction
that the preventive regimen is effective, costs are difficulties or barriers
in undertaking the regimen, threat is perceived susceptibility combined
with viewing the disease as severe (severity), and cues involve willingness
to seek help or medical treatment after symptoms (e.g., cold sweats) are
experienced. Data obtained from parents about compliance were not used
because the parents, in 70 percent of the cases, were unaware of the details
of their children's daily routines. The authors found that as a child's
age increased, adherence to the exercise, injection, and frequency components
of the regimen decreased. Compliance was positively associated with cues
to action and with perceived benefits-costs. The greatest compliance was
achieved with high benefits-costs and low threat. Glycosylated hemoglobin
did not correlate significantly with either age or disease duration. Poor
metabolic control was associated with high threat and cues. Better metabolic
control was associated with lower carbohydrate consumption. 2 figures,
5 tables, 45 references.
282
TITLE:
Health-Insurance Coverage for Adults with Diabetes in the U.S. Population.
Harris, M.I.; Cowie, C.C.; Eastman, R. Diabetes Care. 17(6): 585-591.
June 1994.
OBJECTIVE:
To compare health insurance coverage for adults with diabetes with coverage
for adults without diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
Health care coverage in the United States is similar in adult patients
with and without diabetes, but in the 18 to 64 age group, persons with
diabetes are more likely to depend on government-funded insurance than
those without diabetes.
RECOMMENDATION:
None.
ABSTRACT:
As part of the 1989 National Health Interview Survey, 2,405 adults with
diagnosed diabetes and 20,131 adults with no known diabetes were asked
about their health care insurance coverage. Coverage was similar for persons
with diabetes and those without diabetes (92.0 versus 86.8 percent). About
600,000 persons with diabetes had no insurance coverage. Among persons
under age 65, 26.4 percent of those with diabetes relied on government-funded
medical care, compared with 8.3 percent of persons without diabetes; for
private health insurance, the proportions were 69.3 percent and 78.6 percent,
respectively (p < .001 for both comparisons). Reasons given by adults
with diabetes aged 18 to 64 for not having private insurance included
cost; having other coverage; being unable to obtain insurance because
of poor health, illness, or age; and unemployment. Among persons aged
65 and over, 69.2 percent of those with diabetes and 79.9 percent of those
without diabetes had private insurance (p < .001). In this age group,
more than half of persons with type 2 diabetes had no coverage for insulin
or prescription drugs; only 13.5 percent of those with diabetes of any
type had dental coverage. Among younger diabetes patients (aged 18 to
64 years), 23 percent of type 1 patients, about 26 percent of insulin-using
type 2 patients, and 32 percent of noninsulin-using type 2 patients had
no coverage for prescription medicines. Uninsured diabetes patients under
age 65 were more likely than those who were insured to be of minority
ethnicity, have less than a high school education, have annual family
incomes less than $25,000, report more episodes of hyperglycemia and glycosuria,
and have less preventive care. Because government-funded insurance programs
provide coverage for 57 percent of adults with diabetes, changes in government
health care policies could have a major impact on this patient group.
6 figures, 2 tables, 13 references.
283
TITLE:
Insurance Coverage for People with Diabetes: Third Party Reimbursement
for Diabetes Education and Technologies. Sinnock, P.; Bauer, D. Diabetes
Dateline. 4(5): 1-2. September-October 1983.
OBJECTIVE:
To discuss the status of insurance reimbursement for outpatient education,
new technologies, services, and equipment for persons with diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
Medicare is the largest insurer of persons with diabetes. Per the Medicare
Part A Intermediary Manual, patient education programs appear to be covered,
but just five states have obtained Medicare reimbursement for patient
education programs.
RECOMMENDATION:
More efforts are needed to foster an understanding among third party payers
of the potential cost benefits of patient education, technologies, and
services for diabetes care.
ABSTRACT:
Educational activities can improve the ability of people with diabetes
to care for themselves and to comply with medically prescribed treatment
protocols, which in turn can lead to a reduction in diabetes morbidity,
mortality, and related costs. Medicare is the largest insurer of persons
with diabetes; in 1978, it covered 41.3 percent of patients with diabetes
aged 20 or over and 95.9 percent of those aged 65 or over. Five states
have obtained reimbursement under Medicare for diabetes outpatient education;
programs must be therapeutic rather than preventive, provided by a Medicare-certified
hospital or rural health center, and have physician referral and involvement.
As of September 1983, 11 Blue Cross/Blue Shield plans, 6 commercial insurers,
and 1 Medicaid program also reimbursed outpatient diabetes education.
There is little uniformity nationwide of coverage for diabetes-related
technologies and services among third party payers; of the four major
payer groups, only Medicare has a national office that can serve as an
arbitrator. Third party reimbursement of diabetes-related technologies,
services, and equipment seems to depend on the type of insurance, the
state of residence, and the item or procedure to be covered.
284
TITLE:
Intensive Ambulatory Treatment of Insulin-Dependent Diabetes. Felig, P.;
Bergman, M. Annals of Internal Medicine. 97(2): 225-230. August
1982.
OBJECTIVE:
To determine whether an intensive management program should be preferred
over a conventional management program in the treatment of type 1 diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
In many patients, intensive management is superior to conventional management
in terms of lowering blood glucose concentrations and improving the metabolic
state. Net savings from intensive management will be substantial if reducing
blood glucose is effective in preventing or delaying complications or
reducing hospitalization for diabetic ketoacidosis or hypoglycemia.
RECOMMENDATION:
Additional observations on safety and efficacy are needed before insulin
pump treatment can be considered routine. Prospective studies are needed
that compare morbidity and mortality attributable to hypoglycemia during
conventional treatment with morbidity and mortality during intensive treatment.
ABSTRACT:
The authors reviewed available data on the efficacy of intensive management
regimens for type 1 diabetes. Intensive management is defined as self-monitoring
of blood glucose (SMBG) and adjusting insulin doses based on this monitoring.
In intensive management, insulin is administered in a continuous subcutaneous
infusion with portable insulin pumps or given as two or more manual injections
per day. Conventional management involves one or two insulin injections
daily, urine glucose monitoring by the patient, and blood glucose measurement
by the physician during office visits. Opinions on the desired frequency
of SMBG differ, but the favored approach is four times daily (before main
meals and at bedtime) plus occasionally during the night. Drawbacks of
intensive management include possible hypoglycemia, adverse psychological
effects due to preoccupation with the care of diabetes, and the need for
multiple blood tests and frequent contact with health professionals. In
one study, although 34 percent of patients reported fewer hypoglycemic
reactions with intensive therapy, 20 percent noted an increase. Additional
observations are needed to determine the safety and efficacy of the insulin
pump. In the hospital setting, the insulin pump lowers the blood glucose
as well as does manually injected insulin; in the outpatient setting,
data are less conclusive. Potential adverse effects of the pump include
hyperglycemia, hypoglycemia, and cutaneous complications at the needle
site. No long-term data are available to determine the effectiveness of
intensive therapy in preventing or delaying long-term complications of
diabetes. Some studies have shown a progression of eye disease and only
a transient reduction of proteinuria with improved blood glucose control.
50 references.
285
TITLE:
Intensive Insulin Therapy: Part I. Basic Principles. Hirsch, I.B.; Herter,
C.D. American Family Physician. 45(5): 2141-2147. May 1992.
OBJECTIVE:
To review insulin therapy in patients with type 1 or type 2 diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
Meticulous glycemic control has beneficial effects on diabetic complications,
but neither advanced retinopathy nor advanced nephropathy seems affected
by improved glycemic control.
RECOMMENDATION:
None.
ABSTRACT:
The authors review the basic approach to intensive insulin therapy for
both type 1 diabetes and type 2 diabetes: Intensive therapy includes a
multicomponent insulin regimen; balancing of food intake, activity, and
insulin dosage; daily home blood glucose monitoring; and individualized
blood glucose goals but not tight glycemic control. A team approach to
therapy is beneficial; teams typically include a physician, a nurse, and
a nutritionist but could also include a social worker or a psychologist,
an exercise physiologist, a pharmacist, and a physician's assistant or
a certified nurse practitioner. The authors provide a table comparing
time to onset, time to peak concentration, and duration of effect for
different animal and human insulin preparations. Animal insulin is bioavailable
for a longer time but is also associated with higher circulating anti-insulin
antibodies. Intraindividual variation in absorption of insulin is about
25 percent. Absorption is affected by the site of injection and exercise;
premeal insulin injections should be timed based on blood glucose. The
incidence and progression of retinopathy and glycosylated hemoglobin are
positively associated. However, some patients experience a transient increase
in retinopathy progression with improved glycemic control, which is thought
to be a consequence of retinal ischemia. Microalbuminuria is reduced with
glycemic control, but advanced nephropathy is not affected. Nerve function
improves with better glycemic control. Individualized glycemic goals are
required because of the risk of developing hypoglycemia following treatment.
The relationship between glycemic control and complications from diabetes
is under study. 2 tables, 22 references.
286
TITLE:
Intensive Insulin Therapy: Part II. Multicomponent Insulin Regimens. Hirsch,
I.B.; Herter, C.D. American Family Physician. 45(6): 2643-2648.
June 1992.
OBJECTIVE:
To review optimum regimens for insulin treatment of type 1 and type 2
diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
A variety of approaches may be used to provide insulin therapy in patients
with diabetes.
RECOMMENDATION:
Additional studies are required to investigate combination therapy with
insulin and sulfonylureas for patients with type 2 diabetes.
ABSTRACT:
The authors review optimal insulin therapy for diabetes mellitus. Twenty-one
percent of patients with type 1 diabetes are on once-daily insulin injections,
despite their proven inefficiency. Many patients administer short- and
intermediate-acting insulin prior to breakfast and supper, which requires
that the mid-day meal be precisely timed and which may result in nocturnal
hypoglycemia. In these patients, a bedtime snack to eliminate nocturnal
hypoglycemia is likely to cause fasting hyperglycemia. Another regimen
uses only the short-acting insulin for the suppertime dose, with the intermediate-acting
insulin given at bedtime. For individuals with unpredictable schedules,
a regimen of short-acting insulin prior to breakfast, lunch, and supper
and intermediate-acting insulin with a bedtime snack permits more control.
A variation of this regimen uses the same three doses of short-acting
insulin with long-acting insulin administered prior to breakfast and supper.
Continuous subcutaneous infusion of insulin is also available to maintain
basal blood concentrations of insulin. For type 2 diabetes, diet and exercise
are the primary treatments, followed, if adequate blood glucose control
is not achieved, by sulfonylureas. Up to one-third of patients initially
fail to respond adequately to sulfonylureas, and 5 to 10 percent of initial
responders later stop responding to the drug; these patients require insulin
therapy. Moderate hyperglycemia (fasting blood glucose of 140 to 200 mg/dL)
is managed with once-daily injection of intermediate- or long-acting insulin.
For severe hyperglycemia (fasting blood glucose greater than 200 mg/dL),
at least twice-daily intermediate-acting insulin is required. Using insulin
and sulfonylurea in combination remains controversial. 6 figures, 1 table,
13 references.
287
TITLE:
Is Glycohemoglobin Testing Useful in Diabetes Mellitus? Lessons from the
Diabetes Control and Complications Trial. Goldstein, D.E.; Little, R.R.;
Wiedmeyer, H.M.; England, J.D.; Rohlfing, C.L.; Wilke, A.L. Clinical
Chemistry. 40(8): 1637-1640. August 1994.
OBJECTIVE:
To evaluate glycohemoglobin testing in the management of patients with
diabetes mellitus as a model of laboratory testing cost analysis.
CATEGORY:
Expert opinion.
CONCLUSION:
Glycohemoglobin testing in patients with diabetes mellitus provides an
objective measure of a patient's risk for developing diabetes complications
and may prove cost effective through savings incurred by the prevention
of these complications.
RECOMMENDATION:
Those involved in medical cost containment must weigh short-term costs
(e.g., laboratory studies) against long-term benefits.
ABSTRACT:
The authors discuss testing for glycohemoglobin in patients with diabetes
mellitus as a model for determining whether laboratory tests cost or save
money. The Diabetes Control and Complications Trial provided strong evidence
that glycemic control as assessed by glycohemoglobin testing predicts
risk for developing diabetic complications. The authors point out that
knowing a patient's glycohemoglobin would help the patient and health
provider make changes in treatment that would lower the glycohemoglobin
and thereby decrease risks of complications. Larsen et al. (1990) performed
a study in which 240 patients with type 1 diabetes were randomly assigned
to a treatment group in which glycohemoglobin test results were made known
to patients and health providers or to a control group in which these
results were not made known. After 12 months, glycohemoglobin values were
substantially lower in the treatment group. Data from the Diabetes Control
and Complications Trial and Larsen et al. study argue strongly for the
routine use of glycohemoglobin testing, but despite widely published recommendations,
only about 25 percent of patients with diabetes undergo this testing regularly.
The authors argue that the costs of increased glycohemoglobin testing
and of other aspects of intensive therapy should be offset by savings
in other areas (e.g., laser therapy, kidney dialysis). 24 references.
288
TITLE:
Managed Care Approaches to Diabetes Mellitus. Fore, W.W. Hospital Practice.
31(7): 115-117. July 15, 1996.
OBJECTIVE:
To review approaches by managed care organizations to the management of
diabetes.
CATEGORY:
Expert opinion.
CONCLUSION:
As more managed care organizations implement prevention programs, information
on optimum methods of care and cost reduction should become available.
RECOMMENDATION:
None.
ABSTRACT:
Most managed care organizations now have insured populations with the
same prevalence of diabetes as the general population. Managed care information
systems have confirmed that the costs of caring for enrollees with diabetes
are four times those for members without diabetes. The author states that
90 percent of managed care patients with diabetes have type 2, which has
a mortality of approximately 50 percent from coronary artery disease and
stroke. Ninety percent of managed care patients with diabetes have type
2. Implementation of intensive treatment may not realize cost savings
for 12 to 16 years, while most managed care organizations have annual
budgeting and can expect one-third of their members to change plans annually.
Even so, additional resources are being allotted to the care of patients
with diabetes. Managed care organizations are initiating various programs
to improve outcomes and reduce cost of care, including home or workplace
visits from nurses and dietitians, follow-up telephone calls from nurses
and educators, and providing telephone access to a computer system than
can advise patients on insulin dosage. It appears that many managed care
organizations are focusing on preventing the complications of diabetes.
The pharmaceutical industry plans to expand its role in the long-term
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