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Making Sense of the Electronic Health Record

At 5am, Mr. A rolls onto the medicine floor: the fifth and final new patient to be admitted that night. The 70-year-old is well-known to our institution from his near-monthly hospitalizations and his primary care doctor, cardiologist, podiatrist, ophthalmologist, and both of his endocrinologists all work in-house. Unfortunately, for the intern admitting him (and for Mr. A), this translates into a few hours-worth of prior blood test results, MRI reports, visit notes, and discharge summaries to peruse. Where to begin? How to find the key details buried in this hoard of information?

Electronic health records (EHRs) have brought to health care both a much-needed modernity and an emerging challenge: how do doctors manage the rapidly growing quantities of health records that we are responsible for reviewing and that (theoretically) help us take better care of our patients, so that we can extract critical information while spending more time with patients and less in front of a computer?
There is little question that electronic records trump the tree-killing alternative (eg. that Mark Twain autobiography-sized pile of faxed paper, one line of doctor-scrawl per page, documenting a patient’s stay at an outside facility). But even electronic records can become unwieldy in the form now used in most hospitals, including Mass General: clinical data organized by the date a note was written or a blood test was drawn. 

Sorting through such files as quickly and effectively as possible is a skill that we must pick up early in residency. But what if a computer program could make this easier and more foolproof by pulling out the information we needed when we needed it? The technical term for this is “clinical summarization.” It’s a still rare feature that is gaining traction.  Continue reading…

Is Russia ready for Health 2.0?

The Wikipedia article about health care in Russia starts like this: “Russia has more physicians, hospitals, and health care workers than almost any other country in the world on a per capita basis. However, since the collapse of the Soviet Union, the health of the Russian population has declined considerably as a result of social, economic, and lifestyle changes.”

The Russian health care system has been going through major changes to improve access and quality of delivery. Currently, health care expenditures account for roughly 4% of the GDP (vs. 15.2% in the US) and this number is projected to grow to 10-14% over the next few years. The reform that started in 2009 will continue through 2015. It is expected that about 40% of resources allocated to health care restructuring will be spend on improving infrastructures, including information technology.

Recently I was invited to be part of the conference “Health Plus Technology: Russia and Global Outlook,” jointly sponsored by the Skolkovo Foundation, Life Sciences Angel Network and viamedix. I was part of the opening panel on ‘Technology Intervention to Healthcare,’ which was trying to answer to the following questions: What is fueling the Health 2.0 movement — in the US and globally? What countries/regions are leading the way? And what are the factors and conditions of the industry’s acceleration? The Russian health care system could use a shot of Health 2.0, and so the underlying question was: Is Russia ready for a paradigm shift from top down to bottom up health care innovation? Is Russia ready for Health 2.0?

At the same time, answering a request to produce a Health 2.0 Russia CIS, I took this speaking engagement as an opportunity to meet a few important stakeholders and potential partners. The question ‘Is Russia for Health 2.0?’ took another meaning for me.

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The Empowered Patient

When you or a loved one enters a hospital, it is easy to feel powerless. The hospital has its own protocols and procedures. It is a “system” and now you find yourself part of that system.

The people around you want to help, but they are busy—extraordinarily busy. Nurses are multi-tasking. Residents are doing their best to learn on the job. Doctors are trying to supervise residents, care for patients, follow up on lab results, enter notes in patients’ medical records and consult with a dozen other doctors.

Whether you are the patient or a patient advocate trying to help a loved one through the process, you are likely to feel intimated—and scared.

Hospitals can be dangerous places, in part because doctors and  nurses are fallible human beings, but largely because the “systems” in our hospitals just aren’t very efficient.  In the vast majority of this nation’s  hospitals, a hectic workplace undermines the productivity of  nurses and doctors who dearly want to provide coordinated patient-centered care.

At this point, many hospitals understand  that they must streamline and redesign how care is delivered and how information is shared so that doctors and nurses can work together as teams. But this will take time. In the meantime, patients and their advocates can help improve patient safety.

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Can Big Data Save My Dad From Cancer?

My father, Foster Hill, has stage III prostate cancer.

At 69 years old, he is a quiet man who was often told in his younger days that he resembled Muhammad Ali. He immigrated in his twenties to Canada from the small Caribbean nation of Antigua to look for opportunities beyond sugar cane and the tourism trade.

My father became a chemical technician for well-known oil refineries, while staying true to his real passion in life – playing organ music. Every Sunday, as he has since I can first remember, he plays the largest church organ in Sarnia, near Lake Huron, where he lives with my mother.

Like many men of his generation, he has always been wary for the medical system. For decades he avoided the test, known as PSA, that screens for prostate cancer. In September of this year, driven by pain he could no longer ignore, he went to his doctor who discovered a rock-hard prostate gland. The diagnosis, stage III prostate cancer, means that the cancer has already begun to spread, but is still potentially treatable.

Now retired, his long hours practicing the organ are punctuated with doctor visits to receive Lupron hormone therapy. The good news? The therapy is working. For now.

We don’t know what lies ahead. The first round of Lupron therapy is often effective, but a significant number of patients later develop a resistance to the drug.

The battle against my father’s cancer has only just begun.

This is where Big Data in healthcare can become a true lifesaver. Typically, in medicine, we know only what works for the majority of patients, not what will work for an individual. However, with enough data from enough people – we are talking hundreds of thousands, and sometimes, even millions of patients – we can apply analytics to build predictive models to discover which interventions will work. For the last twelve years, it has been my job to make that happen.

As CEO and founder of GNS Healthcare, I oversee a team of mathematicians, biologists, and data scientists as they crunch and decode healthcare data to unlock the mysteries of what treatment will work for specific patients.

My father’s cancer has given these efforts a new urgency and has raised a new question: Can I use Big Data to save my father’s life?

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The Pain Index

A recent report by the New York Times contained an excellent graphic showing the current percentage of uninsured people in each state.  The range is from a high of 24.6% in Texas to a low of 4.4% in Massachusetts.I have combined this rate with the most recently reported CDC rate of obesity in each state to create what I call The Pain Index.  It is a simple sum of the two numbers. 

The theory behind the total is that obesity is a rough guide for the level of unhealthiness in the population.  My hypothesis is that, when insurance is made available to people, they will use it, roughly in proportion to the degree they are unhealthy.

Yes, I know this is a crude metric, but I think it will be a relatively good predictor of the rate of increase in health care costs in each state over the coming years.  This will show up in the insurance premium rates offered in the health care exchanges and will also affect the need for state appropriations to pay for newly eligible Medicaid subscribers.

States with a Pain Index in the top decile are: Texas, South Carolina, Louisiana, Mississippi, and Arkansas.  Others with scores over 45 are Nevada, Florida, New Mexico, Georgia, Alaska, Oklahoma, North Carolina, Kentucky, Alabama, and West Virginia.

My advice to policy-makers:  Get ready!  My advice to health care CEOs:  This would be a really good time to focus on quality, safety, and front-line driven process improvement as the most effective way to reduce your costs and improve efficiency.

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A Well-Armed and Regulated Citizenry, Led by Heavily-Armed Teachers in Body Armor …

Gun rights advocates are correct: a well armed principal might have reduced the death toll from the tragic elementary school shootings in Connecticut last week.

Gun carrying citizens might also have been able to take down the shooters in Aurora and Virginia Tech. To most people, after all, guns are about self-defense, not about committing crimes. As the old saying goes: “There has never been a mass shooting at a gun show.”

On the other hand, gun control advocates are correct to point out that mentally disturbed people like Adam Lanza would not be able to commit massacres if they were prevented from getting their hands on high-powered, semiautomatic weapons. They are also correct to point out that Americans have staggeringly easy access to weapons that far exceed what any sportsmanlike hunter would use during deer season.

In other words, figuring out what to do in the wake of the Connecticut massacre means recognizing the truth in both of these views. It means considering the possibility that the answer to reducing gun violence is a matter of both having more guns and less.

To understand what I mean by “both more and less,” I offer two analogies: a straightforward one about airport security, and a more unexpected one about breast cancer screening.

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The Battle for the Souls of American Doctors

We physicians like to think that we are really different from other workers.

We physicians, perhaps thinking back to that medical school application essay we all wrote, really believe that we went into this career to simply help others.  We physicians truly believe that we always put our patients first.Because we sincerely believe all of the above, we are shocked when someone like Uwe Reinhardt points out that collectively we act just like any other worker in the economy.

The classic 1986 letters between the Princeton professor Reinhardt and former New England Journal of Medicine editor Arnold Relman highlight the tension between how we think of ourselves and how we act.

Relman thinks physicians are special and he asks Reinhardt the following question:

“Do you really see no difference between physicians and hospitals on the one hand, and ‘purveyors of other goods and services,’ on the other?”

Reinhardt is ready with a long answer that should be read in its entirety.  The short answer is that doctors act like any other human beings. A portion of his answer includes the following:

“Surely you will agree that it has been one of American medicine’s more hallowed tenets that piece-rate compensation is the sine qua non of high quality medical care.  Think about this tenet, We have here a profession that openly professes that its members are unlikely to do their best unless they are rewarded in cold cash for every little ministration rendered their patients.  If an economist made that assertion, one might write it off as one more of that profession’s kooky beliefs.  But physicians are saying it.”

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Questions and Answers

Things have been crazy.  It’s much, much more difficult to build a new practice than I expected.  I opened up sign-up for my patients, getting less of a response than expected.  This, along with some questions from prospective patients has made it clear that there is still confusion on the part of potential patients.  So here is a Q and A I sent as a newsletter (and will use when marketing the practice).

About My New Practice

Q. Why did I do this?

A.  I get to be a doctor again (perhaps for the first time).  I got tired of giving patients care that wasn’t as good as it could be.  I got tired of working for a system that pays more for bad care than for good.  I got tired of forcing patients to come in for care I could’ve given over the phone.  I got tired of giving time that should be for my patients to following arduous regulations.  I got tired of medical records not meant for actual patient care, but instead for compliance with ridiculous government rules.  Making this change gives me the one thing our system doesn’t want to pay for: time devoted for the good of my patients.

Q. How can I afford to do this?

A. I have greatly decreased my overhead by not accepting insurance and keeping my charges simple.  My goal is to have 1000 patients paying the monthly fee, which will limit the number of staff I need to hire.

Q. When will it open?

A.  My office will open in January, 2013, but the exact date is still not set.  I had initially hoped to be already seeing patients, but things always are harder than they seem.

Q.  What makes this better for patients?

A.  The main advantage is that I am finally able to give them the care they deserve: care that is not hurried, not distracted by the ridiculous complexity of the health care system, and not driven by the need to see people in person to give care.  This means:

  1. I don’t ever have to “force” people to come to the office to answer questions.  This means that I will let people stay at home (or work) for most of the care for which I would have required an office visit in the past.
  2. I will be able to give time people deserve to really handle their problems
  3. I won’t have to stay busy to pay the bills, so I can take care of problems when they happen (or when they are still small), rather than having to make people wait to get answers
  4. Patients won’t get the run-around.  They will get answers.
  5. I won’t wait for patients to contact me to give them care.  I will regularly review their records to make sure care is up to date.
  6. I will help my patients get good care from the rest of the system.  Avoiding hospitalizations, emergency room visits, unnecessary tests, and unnecessary drugs takes time; I will have the time to do this for my patients.  This should more than make up for my monthly fee.

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Building Smarter Hospitals: The Widely Misunderstood Relationship Between Discharging Patients Too Early and the Likelihood of a 30 Day Readmission

When persons are admitted to a hospital, insurers’ payment rates are based on the diagnosis, not the number of days in the hospital (known as a “length of stay”).  As a result, once the admission is triggered, the hospital has important economic incentive to discharge the patient as quickly as possible. My physician colleagues used to refer to this as “treat, then street.”

Unfortunately, discharging patients too soon can result in readmissions.  That’s why I have agreed with others that diagnosis-based payment systems and a policy of “no pay” for readmissions were working at cross purposes. Unified bundled payment approaches like this seem to be a good start.

But that’s all theoretical.  What’s the science have to say?

Peter Kaboli and colleagues looked at the push-pull relationship between diagnosis-based payment incentives  and the likelihood of readmissions in a scientific paper just published in the Annals of Internal Medicine.

The authors used the U.S. Veterans Administration (VA) Hospital’s “Patient Treatment Files” to examine length of stay versus readmissions in 129 VA hospitals.  The sample consisted of over 4 million admissions and readmissions (defined as within 30 days and not involving another institution) from 1997 to 2010. The mean age started out at 63.8 years and increased to 65.5 years, while the proportion of persons aged 85 years or older increased from 2.5% to 8.8%. Over the years, admissions also grew more complicated with a higher rate of co-morbid conditions, such as diseases of the kidney (from 5% to 16%).

As length of stay went down, readmissions should have gone up, right?

Continue reading…

Can We Stop Dementia Before It Starts?

Few diseases invoke more fear in patients and families than dementia (e.g., Alzheimer’s Disease (AD), progressive multiple sclerosis, Pick’s Disease). Surveys have shown the fear of dementia—especially AD—far outweighs concerns of a diagnosis of cancer, stroke, or cardiovascular disease.

Perhaps this fear arises from two concerns: (1) dementia robs us of what makes us human—memory, reasoning, emotions, language—and (2) in most cases there are no effective treatments to cure or palliate the disease. While diagnostics for certain forms of dementia are progressing—allowing us to sort out the reversible causes of dementia, such as hydrocephalus, electrolyte or blood sugar imbalances, brain tumors, and brain injuries—once the diagnosis of AD or Pick’s disease is made, there is little we can do aside from manage the comfort and safety of the patient and family.

What if we could prevent or delay dementia?

In the mid-1960s, the incidence of heart attacks and stroke were increasing at an alarming rate. Great strides were made in treating existing cardiovascular disease, followed by programs at preventing the disease in the first place. These prevention methods included exercise, diet, and the tracking of key incidence indicators such as blood pressure, body mass index, and cholesterol levels to maintain a quantifiable physical health.

Could we use similar prevention methods for preventing or delaying dementia?

Continue reading…

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