Showing posts with label models. Show all posts
Showing posts with label models. Show all posts

Wednesday, September 16, 2009

Secretary Sebelius Announces Medicare to Join State-Based Healthcare Delivery System Reform Initiatives

Health and Human Services Secretary Kathleen Sebelius, along with Vermont Governor Jim Douglas and Director of the White House Office of Health Reform Nancy-Ann DeParle today announced an initiative that will allow Medicare to join Medicaid, and private insurers in state-based efforts to improve the way health care is delivered. Innovative models of delivering primary care around the country are examples of the types of programs that will be part of the President's health reform plan. These are models that improve care for patients, give primary care providers better information about their patients and achieve greater value for the health dollars spent.

The new demonstration will build on a model being tested in Vermont. Under the Vermont model, private insurers work in cooperation with Medicaid to set uniform standards for "Advanced Primary Care (APC) models" also known as medical homes. These models provide incentives for doctors to spend more time with their patients and offer better coordinated higher-quality medical care.

"These demonstrations will strengthen our health care system and allow public and private providers to better work together," said Sebelius. "When Medicare, Medicaid and private insurance companies coordinate their efforts, we can improve the quality of care for Medicare
beneficiaries. As we have seen in Vermont, improved efficiencies in the system mean doctors can spend more time with their patients, provide high quality care and better coordinate that care with other medical professionals."

"The Medicare pilot program announced today will help states like Vermont achieve our vision of high quality, affordable health care for all our residents," said Douglas. "This is something we had been pushing for in Vermont for quite some time and I'm thrilled that Secretary Sebelius and her team have made it happen."

In Advanced Primary Care models, physicians are given supplemental payments for achieving nationally-recognized quality standards, coordinating care across a multidisciplinary team and monitoring patients' care outside the physician's office or hospital using health information technology.

This demonstration will mark the first time Medicare will be a full partner in these experiments and the practice model would, for the first time, align compensation offered by all insurers to primary care physicians. Instead of each third party payer and public program adopting different approaches, using different ways of measuring performance and creating different payment incentives, multi-payer programs will join together to work toward common goals to improve the delivery of care.

States wishing to participate in the new demonstration must:
* certify they have already established similar cooperative agreements
between private payers and their Medicaid program;
* demonstrate a commitment from a majority of their primary care doctors
to join the program;
* meet a stringent set of qualifications for doctors who participate;
* integrate public health services to emphasize wellness and prevention
strategies.

The demonstration's design will include mechanisms to assure it generates savings for the Medicare trust funds and the federal government overall.

The Centers for Medicare & Medicaid Services will develop application materials later this fall with the expectation that the demonstration programs begin next year.

"This is a jump start on health insurance reform," said DeParle. "These demonstration projects will foster innovation, support change at the local level and help us build a better 21st century health care system."

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Monday, October 13, 2008

Pandemic Flu Models Show How Illness Would Spread in Georgia

This simulation result shows where active cases of the flu would be located 40 days after the start of a pandemic if the initial infection location was Fulton County, Georgia – the county where the city of Atlanta is located. (Image: Pinar Keskinocak)

The 1918 flu pandemic killed more than 40 million people worldwide and affected persons of all age groups. While it is difficult to predict when the next influenza pandemic will occur or how severe it will be, researchers at the Georgia Institute of Technology have developed models to help organizations like the American Red Cross and Georgia Department of Education prepare emergency response plans.

“The models are flexible so that multiple scenarios can be investigated to see which options meet a certain goal,” said Pinar Keskinocak, an associate professor in Georgia Tech’s H. Milton Stewart School of Industrial and Systems Engineering (ISyE). “This goal can be different for various groups, such as serving the most people given the availability of limited resources or minimizing the number of people infected while not negatively affecting businesses.”

Details of the models, developed with ISyE associate professor Julie Swann and graduate student Ali Ekici, were presented on October 12 at the Institute for Operations Research and the Management Sciences Annual Meeting.

Knowing how many people will need food, how many food distribution facilities will be necessary, where the facilities should be located and how the resources should be allocated among the facilities is very important, according to Marilyn Self, who is the manager of disaster readiness for the Metropolitan Atlanta Chapter of the American Red Cross. Self has been collaborating with Georgia Tech researchers on this project.

“These models have provided solid food distribution data that has helped us formulate the questions we have to ask and the decisions that we have to make about food distribution during a pandemic on a local and statewide level,” said Self.

- Watch a video showing where active cases of the flu would be located during a pandemic if the initial infection location was Fulton County, Georgia – the county where the city of Atlanta is located - here (QuickTime-30 Megs). The video begins 10 days after the start of the pandemic and ends 180 days after the start of the pandemic.
- Watch a video showing where active cases of the flu would be located during a pandemic if the initial infection location was Atkinson County, Georgia – a rural county in southern Georgia - here (QuickTime-30Megs). The video begins 10 days after the start of the pandemic and ends 180 days after the start of the pandemic.

The Georgia Department of Education is using Georgia Tech’s models to investigate whether or not schools should be closed during a pandemic.

“Closing schools affects both families and businesses because parents will have to stay home and take care of children,” said Garry McGiboney, associate state superintendent at the Georgia Department of Education. “We have to worry about important emergency workers like hospital staff members and law enforcement officers not being able to work because they have to tend to their children because schools are closed.”

To estimate the number of meals required for a given area or determine if closing schools would be beneficial, the researchers first needed to determine how many people and/or households would be infected. To do this, they constructed a generic disease spread model, which described how the influenza disease would spread among individuals.

The researchers used U.S. Census Bureau tract data – including household statistics, work flow data, classroom sizes and age statistics – to test the model. Crowded areas, including Atlanta and its suburbs, were always affected around the same time regardless of where the disease initiated. However, the time required for the disease to spread to rural areas depended on where the disease started.

With this information, the Georgia Tech researchers used the disease spread model as a forecasting tool to calculate the number of meals that would be required in metropolitan Atlanta during a flu pandemic. They tested three major scenarios: feeding every household with an infected individual (someone symptomatic or hospitalized), every household with an infected adult, or every household with all adults infected.

The simulations showed that the 15 counties surrounding Atlanta would require approximately 2.2 million, 1.4 million or 150,000 meals per day for the respective scenarios during the peak infection period. For the entire pandemic, the number of meals would reach 62, 38 or 3.8 million for the three scenarios respectively.

The researchers also determined the number of meals that would be necessary if only those households that fell below a certain income level were fed. The results showed that 200,000; 120,000 or 14,000 meals per day would be required for the respective scenarios during the peak infection period in that case.

Interventions such as voluntary quarantine or school closures could also affect food distribution by changing the number of infected individuals.

“Voluntary quarantine means that if an individual is sick in a household, everyone in that household should stay home,” explained Keskinocak. “However, we realize that not everyone will follow this rule, so the model assumes that only a certain percentage of infected individuals will stay home.”

The researchers investigated the effects of voluntary quarantine on disease spread, as well as the best time to begin the quarantine and how long it should last.

The results showed that the number of people infected at the peak time and the total number of individuals infected decreased as the length of the quarantine was extended, but there was a diminishing rate of return. The researchers determined that an eight-week quarantine was the most effective in terms of reducing the number of individuals infected during the peak time if it was implemented at the beginning of the fourth week.

“These results are important because during a pandemic, communities have limited resources, including food and volunteers to distribute the food,” noted Swann. “If fewer people require the resources, especially during the peak time period, organizations like the American Red Cross can meet the needs of more people.”

The researchers also compared the two interventions – quarantine and school closure. The results showed that closing schools reduced the number of people infected with the virus. However, a four-week voluntary quarantine was found to be at least as effective as a six-week school closure for reducing the percentage of the population infected with the virus and the number of people infected at the peak time.

The Georgia Department of Education and the Metropolitan Atlanta Chapter of the American Red Cross have used the models to gain insight into the best ways for their organizations to respond to a flu pandemic.

“Running all of these different scenarios has helped us realize that we will have a lot more people to feed in metropolitan Atlanta during a pandemic flu than we imagined. The models have provided us with a realistic idea of where we’ll need to locate community food distribution facilities and how many we might need to have given certain assumptions and decisions,” said Self.

The researchers plan to conduct future work in two areas – developing models for other states and extending the model to also include vaccine distribution. The model may also be useful for other purposes such as estimating hospital capacity needs, according to Keskinocak.

“While we hope that a pandemic never occurs, our models will help Georgia and other states across the United States prepare response plans for the potential,” added Keskinocak.

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