RAND Health Insurance Experiment
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The RAND Health Insurance Experiment (RAND HIE) was an experimental study from 1974 to 1982 of health care costs, utilization and outcomes in the United States, which assigned people randomly to different kinds of plans and followed their behavior. Because it was a
randomized controlled trial A randomized controlled trial (or randomized control trial; RCT) is a form of scientific experiment used to control factors not under direct experimental control. Examples of RCTs are clinical trials that compare the effects of drugs, surgical te ...
, it provided stronger evidence than the more common
observational studies In fields such as epidemiology, social sciences, psychology and statistics, an observational study draws inferences from a sample to a population where the independent variable is not under the control of the researcher because of ethical concern ...
and concluded that
cost sharing In health care, cost sharing occurs when patients pay for a portion of health care costs not covered by health insurance. The "out-of-pocket" payment varies among healthcare plans and depends on whether or not the patient chooses to use a healthca ...
reduced "inappropriate or unnecessary" medical care (
overutilization Unnecessary health care (overutilization, overuse, or overtreatment) is health care provided with a higher volume or cost than is appropriate. In the United States, where health care costs are the highest as a percentage of GDP, overuse was the ...
) but also reduced "appropriate or needed" medical care.


Methods

The
RAND The RAND Corporation (from the phrase "research and development") is an American nonprofit global policy think tank created in 1948 by Douglas Aircraft Company to offer research and analysis to the United States Armed Forces. It is finan ...
HIE was begun in 1971 by a group led by health economist
Joseph Newhouse Joseph P. Newhouse (born February 24, 1942) is an American economist and the John D. MacArthur Professor of Health Policy and Management at Harvard University, as well as the Director of the Division of Health Policy Research and of the Inter ...
and including health service researchers Robert Brook and John Ware; health economists Willard Manning, Emmett Keeler, Arleen Leibowitz, and Susan Marquis; and statisticians Carl Morris and
Naihua Duan Naihua Duan (; born 31 October 1949) is a Taiwanese biostatistician specializing in mental health services and policy research at Columbia University. Duan is a professor of biostatistics (in psychiatry) with tenure in the Departments of Psychiatry ...
. The group set out to answer this question (among others): "Does free medical care lead to better health than insurance plans that require the patient to shoulder part of the cost?" The team established an
insurance company Insurance is a means of protection from financial loss in which, in exchange for a fee, a party agrees to compensate another party in the event of a certain loss, damage, or injury. It is a form of risk management, primarily used to hedge ...
using funding from the
United States Department of Health, Education, and Welfare The United States Department of Health and Human Services (HHS) is a cabinet-level executive branch department of the U.S. federal government created to protect the health of all Americans and providing essential human services. Its motto is " ...
. The company
random In common usage, randomness is the apparent or actual lack of pattern or predictability in events. A random sequence of events, symbols or steps often has no order and does not follow an intelligible pattern or combination. Individual ra ...
ly assigned 5809 people to insurance plans that had no cost sharing, 25%, 50% or 95%
coinsurance In insurance, co-insurance or coinsurance is the splitting or spreading of risk among multiple parties. In the United States In the U.S. insurance market, co-insurance is the joint assumption of risk between the insurer and the insured. In titl ...
rates with a maximum annual payment of $1000. An abridged version of this report... was published in ''The American Economic Review'', June 1987."/ref> It also randomly assigned 1,149 persons to a staff model
health maintenance organization In the United States, a health maintenance organization (HMO) is a medical insurance group that provides health services for a fixed annual fee. It is an organization that provides or arranges managed care for health insurance, self-funded heal ...
(HMO), the Group Health Cooperative of Puget Sound. An abridged version of this report was published in the ''New England Journal of Medicine'', June 7, 1984."/ref> That group faced no cost sharing and was compared with those in the fee-for-service system with no cost sharing as well as an additional 733 members of the Cooperative who were already enrolled in it.


Findings

An early paper with interim results from the RAND HIE concluded that health insurance without coinsurance "leads to more people using services and to more services per user," referring to both outpatient and inpatient services. Subsequent RAND HIE publications "rule out all but a minimal influence, favorable or adverse, of free care for the average participant" but determined that a "low income initially sick group assigned to the HMO... ad agreater risk of dying" than those assigned to fee-for-service (FFS) care. The experiment also demonstrated that cost-sharing reduced "appropriate or needed" medical care as well as "inappropriate or unnecessary" medical care. Studies of specific conditions and diseases in the RAND HIE data found, for example, that the decrease in use of medical services had adverse effects on
visual acuity Visual acuity (VA) commonly refers to the clarity of vision, but technically rates an examinee's ability to recognize small details with precision. Visual acuity is dependent on optical and neural factors, i.e. (1) the sharpness of the retinal ...
and on blood pressure control. A Rand summary said, "The projected effect was about a 10 percent reduction in mortality for those with hypertension." Newhouse, summarizing the RAND HIE in 2004, wrote, "For most people enrolled in the RAND experiment, who were typical of Americans covered by employment-based insurance, the variation in use across the plans appeared to have minimal to no effects on health status. By contrast, for those who were both poor and sick -- people who might be found among those covered by Medicaid or lacking insurance -- the reduction in use was harmful, on average."


Criticisms and legacy

The RAND Health Insurance Experiment is considered "one of the best experimental social science studies ever conducted". However, several criticisms of the study have been suggested. * Some authors questioned the generalizability of comparisons of HMO and FFS care since data on the former were based on a "single, relatively small but well-managed" HMO in Seattle. * One 2007 article suggested that the "large number of participants who voluntarily dropped out of the costsharing arms of the experiment" could have invalidated the RAND HIE's findings. In response, Newhouse and colleagues described the argument as "implausible". * The RAND HIE did not study people without health insurance and so could not determine how the presence or absence of health insurance affects health. Nevertheless, the study opened the way for increased cost sharing for medical care in the 1980s and 1990s. The RAND HIE is still referenced in the academic literature as a "gold standard" study in research on the effects of health insurance. For example, in 2007 RAND researchers reviewed the literature published between 1985 and 2006 on prescription drug cost sharing, which included co-payments, tiering, coinsurance, pharmacy benefit caps or monthly prescription limits, formulary restrictions, and reference pricing. In summarizing 132 articles, they found that the RAND HIE provided the only relevant experimental data; all other studies they reviewed were
observational Observation is the active acquisition of information from a primary source. In living beings, observation employs the senses. In science, observation can also involve the perception and recording of data (information), data via the use of scienti ...
. They concluded:
Increased cost sharing is associated with lower rates of drug treatment, worse adherence among existing users, and more frequent discontinuation of therapy. For each 10% increase in cost sharing, prescription drug spending decreases by 2% to 6%, depending on class of drug and condition of the patient. The reduction in use associated with a benefit cap, which limits either the coverage amount or the number of covered prescriptions, is consistent with other cost-sharing features. For some chronic conditions, higher cost sharing is associated with increased use of medical services, at least for patients with congestive heart failure, lipid disorders, diabetes, and schizophrenia. While low-income groups may be more sensitive to increased cost sharing, there is little evidence to support this contention.
Furthermore, the RAND HIE is mentioned regularly in the newsmedia: * "Evidence from the RAND Experiment indicates that most of the expenditure-reducing effects of health-plan deductibles occur at low levels of deductibles." * "A classic experiment by Rand researchers from 1974 to 1982 found that people who had to pay almost all of their own medical bills spent 30 percent less on health care than those whose insurance covered all their costs, with little or no difference in health outcomes. The one exception was low-income people in poor health, who went without care they needed." * "...the Rand health insurance experiment found that patients cut back equally on both superfluous and necessary visits when asked for small co-payments."


Oregon Health Study

In 2008, for reasons of cost, Oregon's Medicaid agency accepted 10,000 uninsured low-income adults into its insurance program based on a lottery with 89,824 applicants. In the Oregon Health Study, Newhouse and others tracked the effects on those who were accepted and rejected. They found that health insurance improved people's perceptions of health, but people spent more money on health care and their physical health had not improved. According to economist Katherine Baicker, the study "put to rest two incorrect arguments" related to Medicaid: that Medicaid is not beneficial and that Medicaid coverage saves money. New data regarding the Oregon experiment shows that while it was effective to reduce out-of-pocket payment by the beneficiaries and increase their financial security, it did not lead to objective improvements in blood sugar, blood pressure, or some other metrics. The findings contradicted the earlier results, which had shown greater effects upon people's health. However, these results are based on two years of data, and longer follow-up might reveal different results. The study did indicate a significant improvement in rates of depression in the two-year window.


Notes


Further reading

* Newhouse JP. Free for all? Lessons from the RAND Health Insurance Experiment. Cambridge, MA: Harvard University Press, 1993. . aperback edition, 1996: .


External links

* – summarizes major findings of the RAND Health Insurance Experiment * – Book review. Although "the effects of reduced use of health services on health are at most small," an exception to this general finding "is that reduced use by poorer people did have a measurable and harmful effect on health." * {{cite web , url = http://www.rand.org/health/projects/hie/ , title = RAND's Health Insurance Experiment (HIE) , date = August 25, 2008 , access-date = November 11, 2008 – official website from RAND Corporation Healthcare reform in the United States RAND Corporation Health insurance in the United States Health economics