Facts of Life:
Issue Briefings for Health Reporters
Vol. 5, No. 2February 2000---
Special Series:
Collaborative Management of Chronic Conditions
"New Approaches to Diabetes Care Involve Patient-Provider
Collaboration"
The Issue
The Facts
What is Diabetes?
Interview #1: 'Improving Self-Management through Collaborative Care'
Interview #2: 'The Role of Diet in Diabetes Management'
Case Study: HMO Overhauls Systems to Improve Diabetes Care, Increase Patient Satisfaction, and Cut Costs
Patient Empowerment and Diabetes Care
New Technology Enhances Patient-Provider Collaboration
Collaborative Management of Chronic Conditions
The References
The Issue:
Diabetes mellitus is one of the most common and costly medical problems in the United
States, affecting nearly 6 percent of the U.S. population and costing the nation nearly
$100 billion a year. Regular medical care, patient education, and daily self-management of
the disease are keys to maintaining quality of life for people with diabetes and to
preventing complications such as blindness, kidney failure, nerve damage, and
cardiovascular disease. Effective management of diabetes requires that health care
professionalsprimary care physicians, medical specialists, nurses, dieticians,
health educators, and otherswork closely together and in collaboration with the
patient and family. Experts also contend that health systems changes are needed to reduce
the risk of diabetes, improve the quality of diabetes care, and prevent complications.
The Facts:
- Nearly 6 percent of the U.S. population has diabetes. [4] Of the 15.7 million people
with diabetes, 10.3 million have been diagnosed, and 5.4 million cases remain undiagnosed.
[4,15]
- Diabetes cost the United States $98 billion in 1997. This figure includes direct medical
costs ($44 billion) and indirect costs resulting from disability, work loss, and premature
mortality ($54 billion). [4] Diabetes and other chronic health care conditions account for
three-quarters of U.S. health care costs. [10]
- The incidence of diabetes has increased sixfold during the past four decades. [5] Each
year, doctors diagnose 798,000 new cases of diabetes. [15]
- The prevalence of diabetes increases with age: 18.4 percent of people ages 65 or older
have diabetes, compared to 8.2 percent of people ages 20 to 64, and 1.6 percent of people
under the age of 20. [4,15]
- Some racial and ethnic groups have an increased risk of Type 2 diabetes. African
Americans are 1.7 times as likely, Hispanic Americans are nearly twice as likely, and
Native Americans are more than twice as likely as the general population to have Type 2
diabetes. In some Native American tribes, 50 percent of the population has diabetes. [1]
- People with diabetes are two to four times more likely than others to have heart disease
or to suffer a stroke. In addition, diabetes is the leading cause of new cases of
blindness in people ages 20 to 74, the leading cause of end-stage renal disease, and the
leading cause of lower limb amputations not resulting from trauma. [1]
- Diabetes is the seventh leading cause of death in the United States, contributing to
193,140 deaths in 1996. Death rates among middle-aged people who have diabetes are twice
those of middle-aged people who do not have diabetes. [4]
- Intensive, individualized diabetes treatment, ongoing support, and follow-up contact are
crucial in diabetes management. Controlling blood glucose levels has been shown to slow
the onset and progression of eye disease by 76 percent, kidney disease by 50 percent, and
nerve disease by 60 percent. [6,16]
What is Diabetes?
Diabetes is a group of diseases involving high levels of blood glucose resulting from
insufficient amounts of insulin or a decreased ability of the body to use insulin.
Insulin, a hormone secreted from the pancreas, allows glucose (sugar) to enter cells and
be converted into energy. Insulin is needed to synthesize protein and store fats. [5]
Therefore, diabetes treatment is aimed at keeping blood glucose levels near normal levels
at all times. [4] If diabetes is not managed, glucose and lipids (fats) remain in the
bloodstream and eventually can damage vital organs and contribute to heart disease. [5]
Most people with diabetes have one of two main types. Ninety to 95 percent of people
diagnosed with diabetes have Type 2, which mainly affects people over age 40 and is more
common in overweight people. Type 2 sometimes can be treated with dietary measures alone,
but oral drugs and sometimes insulin injections may be needed. Type 1 diabetes occurs when
the pancreas produces far too little or no insulin. Dietary measures are important,
although insulin injections are needed to manage this type of diabetes. Type 1 affects 5
to 10 percent of people diagnosed with diabetes and most often appears suddenly in
childhood or the teenage years. A third type, gestational diabetes, occurs in 2 to 5
percent of pregnancies but disappears when pregnancy is over; women who have gestational
diabetes are at greater risk of developing Type 2 diabetes later in life. Other types of
diabetes result from specific genetic syndromes, surgery, drugs, malnutrition, infections,
and other illnesses. [4,5,9,15]
Interview #1: 'Improving Self-Management through Collaborative Care'
Russell Glasgow, PhD, is a clinical psychologist with a special interest in
behavior theory and the application of behavioral principles to health issues, including
the management of diabetes mellitus. Since 1998, he has been senior scientist at AMC
Cancer Research Center, where he is charged with expanding and diversifying the
centers work in the cancer arena to diabetes and other chronic health conditions.
Previously, for 14 years, he was a research scientist at the Oregon Research Institute. He
also serves on advisory committees for the American Diabetes Association and the Centers
for Disease Control and Prevention.
Q: Diabetes is a lifelong condition that can be managed but cannot be cured.
How should health care for chronic problems like diabetes differ from health care for
acute health problems?
A: One of the key issues is that patients must be responsible for management of chronic
conditions. In our present health care system, the one in which most medical professionals
have been trained, the general view is that it is the professionals responsibility
to diagnose and then to prescribe a course of treatment that involves the patient doing
something like taking a medication or having a procedure done to them. This works
reasonably well for acute conditions, but for chronic conditions like diabetes, the basic
relationship is quite different. You need to involve the patient and take a more long-term
view. By implication, follow-up and having a planned approach are particularly critical in
managing chronic conditions.
Q: Why is the patients own behavior so crucial to successful diabetes
care, health maintenance, and prevention of complications?
A: Because diabetes is chronic and the patient lives with it all the time, the focus
has to be on the patient. Patients need to be involved in managing the disease. They are
the ones who ultimately control their diabetes.
Q: What is "collaborative management?"
A: Collaborative management brings the perspective that patients are experts on their
own lives and situations, and that medical or health care professionals must work with
them as equal partners rather than in a hierarchical model in which one partner tells the
other partner what to do. Chronic care is most successful when there is an open
conversation and an understanding by both sides of the medical and broader health issues,
the implications of different courses of care, and the personal and lifestyle
implications. The patient and health care professional should agree on a set of treatment
goals, such as consuming less saturated fat by eating red meat less often, or getting more
exercise by taking a morning walk for 20 minutes, five days a week.
Q: What do patients need to pay attention to in self-managing their diabetes?
A: Eating a healthy, low saturated fat, high fiber diet and monitoring ones blood
glucose levels have always been emphasized and continue to be important aspects of
diabetes management. More recently, the substantially increased risk of cardiovascular
disease among diabetics has become apparent, and patients and professionals have to
discuss how behaviors such as stopping smoking and becoming more physically active can
dramatically decrease the risk. The importance of these behavioral factors has recently
been emphasized by both the American Diabetes Association Technical Review on Smoking and
the Healthy People 2010 Report that highlights the need for making increased physical
activity levels a national priority.
Q: How does the care of people with diabetes treatment differ from care of
people with other chronic conditions, such as heart disease or depression?
A: In general, there are far more similarities than differences. The basic
principlesencouraging self-management, working with patients rather than doing
things to them, developing coping strategies or plans, and proactively following up with
patientsapply to most chronic illnesses.
The encouraging news is that there are commonalties and that some intervention
approaches work across these different chronic conditions. For example, physical activity
and eating a low fat, high fruit and vegetable diet are recommended for all of those
conditions. The differences come in the specific medical course: with diabetes you are
monitoring blood glucose levels, with respiratory conditions you are monitoring peak flow
volume, and with depression you are monitoring other symptoms.
Q: Youve studied the recent research on behavioral approaches to diabetes
care. What areas of this research are most important or most striking?
A: The role of patient-centered interventions really is key. The second issue is the
importance of consistent follow-up. Finally, the research shows the importance of
designing programs that take into account the patients social environment. This
environment includes barriers and supports, such as how often and where a person eats out
and how the persons work responsibilities and schedule affect diabetes management.
Q: What is self-management and how does it relate to collaborative care?
A: Self-management consists of the activities a person with a chronic condition needs
to do in everyday life to manage the condition and to produce optimal outcomes. For people
with diabetes, self-management includes taking medication and monitoring blood glucose
levels, making lifestyle changes related to diet and regular physical activity, as well as
addressing emotions, coping, and adjustment. The person with diabetes and his or her
family need to put all of this into effect in a way that fits them and their values for
the rest of the persons life.
Q: How does this self-management approach impact the role of the health care
professional?
A: Health care professionals need to be realistic by working with patients to
understand what they are willing to do and what is consistent with their values. In
addition, self-management needs to be ongoing and integrated into the patients
primary care. Very often, self-management education, or "diabetes education," is
provided only when the patient initially is diagnosed with diabetes.
Q: What types of behavioral interventions are most effective for diabetes?
A: The most successful interventions incorporate joint goal setting and proactive
follow-up into ongoing, routine care. That may involve changing the nature of the office
visit, but it doesnt require much additional time. Examples include nurse
care-management approaches that incorporate telephone follow-up and the use of interactive
computer programs that encourage lifestyle changes.
Q: Does that mean that traditional diabetes patient education is not enough?
A: Because of how we were trained, we fall back on teaching patients that "This is
your pancreas," "This is how insulin works," and that sort of thing.
Weve learned that that is not the only type of information, skills, or support that
people with diabetes need. Instead of providing a standard course of didactic
knowledgeteaching patients about the medical condition of diabeteswe need to
provide information that patients want when they are ready to hear it. For example, we
should provide information about the importance of decreasing saturated fat consumption
when the person is ready to make dietary changes. We also need to focus on setting
realistic treatment goals in the context of the patients social environment and
barriers instead of thinking that one method of treatment is suitable for everyone.
Q: Are managed care organizations increasingly recognizing the importance of
collaborative management of diabetes and other chronic conditions?
A: I think they are. As a group, both managed care organizations and some of the
community health centers responsible for providing care for low-income and uninsured
populations are the leaders in recognizing this and making changes in their delivery
systems.
Q: Is the physicians role changing in light of new knowledge and
approaches?
A: The role is changing but in a subtle way. Improving diabetes care involves making
changes in health care practice systems. In most settings, it is not feasible for the
primary care physician himself or herself to make all of the needed changes. What they can
do is work with their staffs to figure out how they can change their practice systems and
the responsibilities of staff membersreceptionists, LPNs, nurses, educators, and
physiciansto encourage more collaborative approaches to care. The other key role the
physician can play is to emphasize to the staff and patients the importance of both the
lifestyle and quality-of-life aspects of managing diabetes.
Interview #2: 'The Role of Diet in Diabetes Management'
Clinical psychologist Richard Surwit, PhD, is a professor and vice chair of the
Department of Psychology and Behavioral Sciences at Duke University Medical Center. His
research interests range from mouse genetics to cognitive behavior therapy in the
management of diabetes and obesity. Dr. Surwit and his colleagues currently are conducting
studies on the role of fat in the diet, the interaction of drugs in diet-induced diabetes,
and compliance of diabetics with medication regimens.
Q: Why is a persons diet so important in managing diabetes?
A: Diabetes is a metabolic disease that impairs the way energy is produced in the body.
In a nutshell, diabetes is a disease that develops from an interaction between the
environment and genetic background, the environment particularly being diet. Twenty years
ago, an endocrinologist postulated the "thrifty gene theory," which says that
the metabolic perturbations that make up diabetes evolved because they allow people to
subsist on fewer calories, in particular lower amounts of fat than normally would be
available. The gene was never maladaptive until the 20th century, when large amounts of
fat became readily available to some populations.
Q: So diabetes can become more prevalent because a populations diet
changes?
A: Right. You can see this in groups where diabetes is now epidemic. For instance, the
Pima Indians lived on a subsistence diet for centuries. Around the turn of the century,
the river they relied on for farming was dammed off and they began to starve, so the
federal government sent in lard as a way to keep them fed. This changed their dietary
habits. One of their staples today is fried bread, which is eaten by most Southwest Native
Americans. Shortly after these changes took place, the Pimas began to develop diabetes.
Today, 50 percent of the Pima Indians have diabetes. This story is interesting because
there is another group of Native Americans who live in Mexico and are genetically
identical to the Pimas. They live a more subsistence life, and their rate of diabetes is
very, very low. That provides evidence, at least in this group, that dietary changes, as
well as other lifestyle changes, were critical in the development of the disease.
Q: Is poor diet one of the strongest risk factors for diabetes?
A: Poor diet and interaction with genetic background. There are major differences in
metabolism based on the individual's genetic background. There are people who can eat
large quantities of food and not gain weight. There are also people who can gain weight on
what would be considered an average caloric intake for their size and build. The chances
are we can say the same thing for diabetes. Diet alone does not cause diabetes, obesity,
hypertension, or heart disease. An interaction of diet and genetic predisposition does.
Q: If a persons genes make such a difference, then how important is
changing ones diet in managing diabetes?
A: It is very well known that diabetes can be treated, at least in its early stages, by
manipulating diet. In fact, my research has demonstrated that animals carrying the genes
for diabetes can be kept normal as long as the fat content of their diet is reduced. There
is anecdotal evidence that this is true in humans. The trouble in humans is that once
people are diagnosed with diabetes, the disease has really gone too far, and it may not be
reversible at that point. People usually are not diagnosed until after theyve had
the disease for many years.
Q: Are people with diabetes aware of the importance of diet in managing the
disease?
A: They are generally aware but need a lot more education about what specifically is
important. Thats why I am interested in pursuing the notion that fat may play a very
critical role in the development of the disease. We are trying to determine which
nutrients are the most important in the etiology and treatment of the disease so we can
give people more specific advice.
Q: How could this type of information be communicated to consumers?
A: Much of behavioral science never gets disseminated because there is no convenient
way to market behavioral medicine knowledge. One of the ideas I have for marketing
behavioral medicine knowledge is to work with industries, such as the food industry. For
instance, behavioral scientists could work with companies that have produced fat
substitutes to study whether or not those products actually are satisfactory supplements
for consumers. They also could work with industry to develop novel products that take
advantage of research.
Q: How could collaboration with industry improve diabetes management in the
long run?
A: We know from research with animals and humans that if you lower the fat content of
the diet to 10 percent or less, for certain forms of diabetes you get a dramatic
improvement in the symptomatology and course of the disease. If we can come up with
products that are palatable yet provide people with very low fat content, then these
products may have a big impact on diabetes.
Case Study: HMO Overhauls Systems to Improve Diabetes Care, Increase Patient Satisfaction, and Cut Costs
People with diabetes can benefit from proactive, well-planned, collaborative support
from their health care providers. In todays health care environment, however,
primary care providers (from whom most people with diabetes get their health care) often
are not in a position to provide the level of education, resources, and support they know
their diabetic patients need. [12,14]
Group Health Cooperative (GHC) of Puget Sound, a not-for-profit staff-model HMO that
serves 18,000 diabetic patients, has shown that patient care and outcomes can be enhanced
if patients and providers are given the tools they need. During the past five years, GHC
diabetologist David McCulloch, MD, and colleagues have instituted the Diabetes Roadmap
program, a "population-based," collaborative effort that has improved diabetes
care, increased patient and physician satisfaction, and decreased costs. [12]
Through the program, GHC has overhauled the way it provides care to diabetic patients
at its 25 clinics throughout western Washington state. New program components include an
electronic Diabetes Registry that informs primary care physicians about services provided
system-wide to their diabetic patients and alerts them to patient care needs; a diabetes
expert team that sees patients jointly with primary care physicians; evidence-based
diabetes practice guidelines and clinical outcome indicators; and patient self-management
support services, including a "Right Track" notebook, nurse case-management,
group visits, and telephone-based counseling. [12,13]
"One of the most unusual aspects of our program is having the diabetes expert team
travel to all of the primary care sites on a regular, ongoing basis to provide on-site
coaching of primary care teams," says McCulloch. "By the end of 1997, more than
80 percent of practices had used the team at least once. Although the diabetes expert team
had direct contact with only 7 percent of patients in those practices, the improvement in
outcomes in all patients in those practices was substantial." [12]
Since Diabetes Roadmap was initiated, retinal eye screening, foot exams, and
microalbuminuria and hemoglobin A1c testing rates have increased; the number of
primary care and specialty visits by diabetic patients has decreased; and total costs for
diabetic patients have dropped substantially, even when costs for all GHC patients
increased. [13] The Diabetes Roadmap team attributes the programs success to better
coordinated and better integrated diabetic services.
"We are seeing more productive interactions between patients who are more
empowered and clinicians who are better prepared to provide the type of support that
people with diabetes need," McCulloch says.
Patient Empowerment and Diabetes Care
Day-to-day management of chronic illnesses like diabetes rests most heavily on those
who are affected by the condition. [2,3,19] However, many people with diabetes feel
significantly challenged by the daily demands of the disease [18] and look to health care
providers, including diabetes educators, for help.
Traditionally, the goal of diabetes education has been to help patients to adhere to
health care professionals treatment recommendations. [2] Ten years ago, though,
Martha Funnell, MS, RN, and other experts at the University of Michigan Diabetes Research
and Training Center (MDRTC) concluded that this "compliance-based" approach was
less than ideal, and they began advocating a more collaborative, patient-oriented
empowerment approach. Empowerment, they wrote, is "the discovery and development of
ones inherent capacity to be responsible for ones own life." [7] Patient
education in this approach is designed to arm patients with the knowledge and skills
needed to make decisions and manage their disease.
"Empowerment addresses the reality of diabetes, which is that most of the care is
given by the person who has diabetes," explains Funnell, who is a certified diabetes
educator and MDRTCs administrative director. "It has patient-centeredness at
its heart because it says to each individual, What is important to you?
What are your goals? and How can we help get you there?
Since introducing the empowerment philosophy to diabetes care a decade ago, Funnell and
her colleagues have studied the value of patient empowerment education in addressing the
psychosocial aspects of living with diabetes. For example, in a randomized controlled
trial, they demonstrated that self-efficacy improved more for patients who participated in
a six-week empowerment education program than for patients who did not participate in the
program. Moreover, program participants significantly improved their blood glucose control
following the empowerment program. [2]
"More and more health professionals are recognizing that what theyre doing
isnt as effective as it could be," Funnell notes. As a result, she says, they
are embracing the idea of more patient-centered approaches such as empowerment.
New Technology Enhances Patient-Provider Collaboration
Technology holds promise for improving health and quality of life for people with
diabetes. Computer-assisted learning tools can enhance patient education, [8] automated
voice-messaging systems can remind patients about foot care or medication-taking and
provide pre-recorded educational messages, [17] and pre-programmed clinical algorithms can
advise clinicians about needed insulin adjustments. [11]
A new form of technologythe blood glucose monitor with memory capacityhas
been shown to influence patient-provider communication positively and to reinforce
collaborative problem-solving. [8] Although blood glucose monitors are not new, the recent
addition of memory capacity allows patients to gather data about their blood glucose
levelsas often as four or more times a dayand then periodically transmit the
data to their physicians offices for analysis and recommendations.
Richard Surwit, PhD, of Duke University Medical Center explains that this type of
technologyincluding a patented device he and associates recently sold to a major
medical device firmdirectly applies behavioral management techniques to self-care
for diabetes and enhances patient-physician collaboration.
Palm-size blood glucose monitors require that the user draw a drop of blood; put it on
a test strip; and place the strip in the device, which digitally displays a glucose
reading. Surwits advanced generation will ask the user questions and give an insulin
dosage. Once a week, it also will prompt the user to send the data to a physicians
office via a phone line.
"The physician can monitor how well the patient is doing and then change the
insulin dosing algorithm remotely by communicating with the server," Surwit explains.
"If the physician sees that a patient is not doing well and realizes that the patient
schedule is not appropriate, he or she can change the schedule and download it to the
server. The next time the patient contacts the server he or she will get the new program.
The user doesnt have to be technology-savvy. All he or she has to do is push a
button."
Future generations of glucose monitoring devices may take the technology even further,
say some who have studied the application of computers in diabetes care. For example,
implantable, non-invasive devices may eliminate the need for finger pricking and
facilitate more frequent monitoring. [11] Such increased monitoring is likely to improve
glucose control, which in turn could reduce complications of diabetes and improve quality
of life. [16]
Steps to Collaborative Management of Chronic Conditions:
Once a chronic condition has been identified, patients do best if there is on-going
commitment by patients, their families, and their health care providers to work together
over time. There is strong evidence that the following simple steps taken by providers and
patients can significantly improve health and well-being.
1. Define the problem jointly: Providers often define problems in terms of medical
diagnoses and treatments, while patients define them in terms of the impact that symptoms
have on their lives. Patients are more likely to benefit when these two perspectives are
harmonized in a shared definition of the problem.
2. Develop common action plan: Managing chronic conditions is more successful when
providers and patients focus on a few specific concerns, identify realistic goals, and
commit to a joint plan of action in which the responsibilities of both parties are clear.
3. Explore possible programs and services: Many chronic conditions are better managed
when patients are referred by providers to special support services or behavior change
programs tailored to their priorities, needs, and preferences.
4. Track progress and anticipate course corrections: Scheduled, on-going communication
between providers and patients is critical to tracking progress in achieving goals,
identifying potential barriers and complications, and making needed adjustments in the
joint plan of action.
For more information on the Behavior Change in Managed Care Settings project, visit our
Web site http://www.cfah.org
The References:
1. Centers for Disease Control and Prevention. (1998). National Diabetes Fact Sheet.
Atlanta, GA. http://www.cdc.gov/diabetes/pubs/facts98.htm.
2. National Institute on Diabetes and Digestive and Kidney Disorders. (1999). Diabetes
Statistics. Rockville, MD: National Institutes of Health Publication No. 99-3892.
3. Centers for Disease Control and Prevention. (1999). Diabetes: A Serious Public
Health Problem. Atlanta, GA. http://www.cdc.gov/diabetes/pubs/glance.htm.
4. American Diabetes Association. (1999). Diabetes Facts and Figures. Alexandria, VA.
http://www.diabetes.org/ada/facts.asp.
5. DCCT Research Group. (1993). The effect of intensive treatment of diabetes on the
development and progression of long-term complications in insulin-dependent diabetes
mellitus. New England Journal of Medicine, 329:977-986.
6. National Institute on Diabetes and Digestive and Kidney Disorders. (1999). Diabetes
Control and Complications Trial (DCCT). National Institutes of Health Publication No.
97-3874. http://www.niddk.nih.gov/health/diabetes/pubs/dcct1/dcct.htm.
7. Glasgow RE, et al. (1999). Behavioral science in diabetes: Contributions and
opportunities. Diabetes Care, 22(5):832-843.
8. Hoffman, et al. (1996). Persons with chronic conditions: Their prevalence and costs.
JAMA, 276:1473-1479.
9. Herman, WH, & Eastman, RC. (1998). The effects of treatment on the direct costs
of diabetes. Diabetes Care, 21(Supplement 3):C19-C24.
10. Selby JV, et al. (1997). Excess costs of medical care for patients with diabetes in
a managed care population. Diabetes Care, 20(9):1396-1402.
11. Goldmann DR (Ed.) (1999). Metabolic disorders. In: American College of Physicians
Complete Home Medical Guide. New York: DK Publishing, Inc.
12. McCulloch DK, et al. (1998). A population-based approach to diabetes management in
a primary care setting: Early results and lessons learned. Effective Clinical Practice,
1(1):12-22.
13. McCulloch DK. (1994). A systematic approach to diabetes management in the post-DCCT
era. Diabetes Care, 17(7) 765-769.
14. McCulloch DK, et al. (In press). Improvement in diabetes care using an integrated
population-based approach in a primary care setting.
15. Von Korff M, et al. (1997). Collaborative management of chronic illness. Annals
of Internal Medicine, 127(12):1097-1102.
16. Anderson RM, et al. (1996). Using the empowerment approach to help patients change
behavior. In: Practical Psychology for Diabetes Clinicians, Rubin R & Anderson R
(Eds.). Alexandria, VA: American Diabetes Association.
17. Anderson RM, et al. (1995). Patient empowerment: Results of a randomized controlled
trial. Diabetes Care, 18(7):943-949.
18. Rubin RR, & Peyrot M. (1999). Quality of life and diabetes. Diabetes/Metabolism
Research and Reviews, 15:205-218.
19. Funnell MM, et al. (1991). Empowerment: An idea whose time has come in diabetes
education. The Diabetes Educator, 17(1):37-41.
20. Piette JD & Mah, CA. (1997). The feasibility of automated voice messaging as an
adjunct to diabetes outpatient care. Diabetes Care, 20(1), 15-20.
21. Lehmann ED & Deutsch T. (1995). Application of computers in diabetes
careA review. II. Computers for decision support and education. Medical
Informatics, 20(4):303-329.
Facts of Life is prepared with assistance from:
Academy of Behavioral Medicine Research
Academy of Psychosomatic Medicine
American College of Neuropsychopharmacology
American Psychiatric Association
American Psychological Association
American Psychological Association-Division 38
American Psychosomatic Society
American Society of Psychiatric Oncology
College on Problems of Drug Dependence
International Psycho-Oncology Society
International Society for Traumatic Stress Studies
Society of Behavioral Medicine
Society for Developmental and Behavioral Pediatrics
Society for Public Health Education
Society for Research on Nicotine and Tobacco
The Center for the Advancement of Health, , a nonprofit institute, promotes the science
that explores health as a complex and dynamic system of relationships among biology,
behavior, psychology, and social context and works to integrate this knowledge into public
awareness, health care policy, and health care practice. The Center was founded by the
John D. and Catherine T. MacArthur Foundation and the Nathan Cummings Foundation, which
continue to provide core funding.
Funding for this series was provided by the
Robert Wood Johnson Foundation.
For more information contact:
Petrina Chong
Director of Communications
phone: 202.387.2829
To e-mail Petrina Chong
© Copyright 2000, Center for the Advancement of Health