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Sex Sells (or at Least Leads to Some Interesting Analytics)


One guarantee in the healthcare sector is that when it comes to personal health information (PHI), there is no lack of issues and pundits to discuss security and privacy of such information/data. If one does not jump up and down bleating on about the sanctity of PHI and the need to protect it at all costs, well then you may be labeled a heretic and burned at the proverbial stake.

Now don’t get us wrong. Here at Chilmark Research we firmly believe that your PHI is arguably the most personal information you have and you do have a right to know exactly how it is used. Whether or not you own it remains to be seen for we have seen, read and heard one more than one occasion – some healthcare providers believe that it is their data, not yours, and may only begrudgingly give you access to some circumscribed portion of your PHI that they have stashed in their vast HIT fortress, or worse, scattered in a number of chart folders.

But where we do differ with many on the sanctity of PHI is that the collective use of our de-identified PHI on a community, regional, state or even national level can give us some amazing insights into what is working and what is not in this convoluted thing we call a healthcare system in the US and needs to be strongly supported. Unfortunately, we do a terrible job as a country in educating the populace on the collective value of their data to understand health trends, treatments and ultimately ascertain accurate comparative effectiveness. This leaves the door wide open for others to use the old FUD (fear uncertainty and doubt) factor to keep patients from actively sharing their de-identified PHI.

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New York Digital Health Accelerator: Last Call for Applications

Just recently, the New York eHealth Collaborative and the New York City Investment Fund held an awesome information session for the New York Digital Health Accelerator at the chic digs of the TimesCenter in NYC. The Accelerator is a program for early — and growth — stage digital health companies that are developing cutting-edge technology products in the areas of care coordination, patient engagement, analytics and message alerts. The event was open to the public and provided thorough detailing of the accelerator, insights as to the types of solutions that participating providers hope to receive and – of course – some networking. If you missed this exciting event, you can check out the recorded stream. If you are interested in the program, access the application.

Twelve companies will be invited to participate in the nine-month program. A review committee — comprised of hospital leadership, technology experts, clinicians and investors — will select the companies. The committee will evaluate applicants on their product innovation in the four focus areas, the track record of their management team and their company life-cycle stage.

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How Bad Is Azithromycin’s Cardiovascular Risk?

The paper from the New England Journal of Medicine that reports azithromycin might cause cardiovascular death is not new to electrophysiologists tasked with deciding antibiotic choices in patients with Long QT syndrome or in those who take other antiarrhythmic drugs.   Heck, even the useful Arizona CERT QTDrugs.org website could have told us that.

What was far scarier to me, though, was how the authors of this week’s paper reached their estimates of the magnitude of azithromycin’s cardiovascular risk.

Welcome to the underworld of Big Data Medicine.

Careful review of the Methods section of this paper reveals that “persons enrolled in the Tennessee Medicaid program” were the subjects, and that the data collected were “Computerized Medicaid data, which were linked to death certificates and to a state-wide hospital discharge database” and “Medicaid pharmacy files.”   Anyone with azithromycin prescribed from 1992-2006 who had “not had a diagnosis of drug abuse or resided in a nursing home in the preceding year and had not been hospitalized in the prior 30 days.”  Also, they had to be “Medicaid enrollees for at least 365 days and have regular use of medical care.”

Hey, no selection bias introduced with those criteria, right?  But the authors didn’t stop there.

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Z-Packing

It was during my residency that the first indication of heart toxicity of antibiotics affected me personally.  The threat was related to the use of the first of the non-drowsy antihistamines – Seldane – in combination with macrolide antibiotics, such as Erythromycin causing a potentially fatal heart arrhythmia.  I remember the expressions fear from other residents, as we had used this combination of medications often.  Were we killing people when we treated their bronchitis?  We had no idea, but we were consoled by the fact that the people who had gotten our arrhythmia-provoking combo were largely anonymous to us (ER patients).

Fast forward to 2012 and the study (published in the holy writings of the New England Journal of Medicine) that Zithromax is associated with more dead people than no Zithromax.  Here’s the headline-provoking conclusion:

During 5 days of therapy, patients taking azithromycin, as compared with those who took no antibiotics, had an increased risk of cardiovascular death (hazard ratio, 2.88; 95% confidence interval [CI], 1.79 to 4.63; P<0.001) and death from any cause (hazard ratio, 1.85; 95% CI, 1.25 to 2.75; P=0.002).  Patients who took amoxicillin had no increase in the risk of death during this period. Relative to amoxicillin, azithromycin was associated with an increased risk of cardiovascular death (hazard ratio, 2.49; 95% CI, 1.38 to 4.50; P=0.002) and death from any cause (hazard ratio, 2.02; 95% CI, 1.24 to 3.30; P=0.005), with an estimated 47 additional cardiovascular deaths per 1 million courses; patients in the highest decile of risk for cardiovascular disease had an estimated 245 additional cardiovascular deaths per 1 million courses. (Emphasis Mine).

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TEDMED 2012: Atul Butte

[youtube width=”520″ height=”270″]http://www.youtube.com/watch?v=dtNMA46YgX4[/youtube]

Supporters of the Big Data movement argue that data will change everything, but only once we break down the institutional and technological barriers that prevent us from getting at it. In his talk at TEDMED 2012 at the Kennedy Center, Stanford’s Atul Butte argues that the we already have more than enough to do real science, if only we know where to look.

Expand Over-the-Counter Medications? Very Bad Idea

The Food and Drug Administration is considering removing prescription requirements for medications that treat common conditions, such as high blood pressure, diabetes, asthma, migraines and high cholesterol. This means that you would be able to go to your local pharmacy, fill out a questionnaire, receive a diagnosis and purchase a medication, all without intervention or direction from a physician.

As a doctor, I think this is a very bad idea. Although it is true that diagnoses are often missed — reports estimate that as many as 7 million diabetics in the U.S. remain undiagnosed — and although easier access to drugs could theoretically encourage patients to take their medications, I am concerned that expanding over-the-counter access will lead to wrong diagnoses with improper treatments, which carry side effects.

Remember, medicine is an art, practiced on an individual basis. A medication that works for one person doesn’t always work for another. I am constantly changing cholesterol or high blood pressure medications for my patients because of unanticipated side effects such as muscle aches or dizziness.

Lack of follow up

What would happen if I weren’t involved to monitor treatments and make necessary changes? The upfront cost savings from cutting out doctors and their office fees will be more than made up by longer term costs of improper diagnoses or unmonitored complications.

Advocates of expanding over-the-counter medications point to aspirin or allergy drugs as examples that have proved successful without a doctor’s prescription. But for every patient who is glad not to have to visit my office for an allergy prescription, I can point to another patient who has suffered side effects like fatigue that he or she didn’t realize were due to that same pill, or where the allergic reaction was due instead to food.

The fact that common painkillers have been available over the counter for decades also doesn’t provide a convincing argument for bypassing prescriptions. Consider that more than 100,000 Americans are hospitalized every year due to bleeding from aspirin or other OTC non-steroidal anti-inflammatory pills, and acetaminophen is the No. 1 cause of acute liver failure.Continue reading…

Pete Seeger’s Blues

There I was, going one-by-one through a list of doctor and hospital groups that had volunteered to be one of the “accountable care organizations” authorized by health care reform, when I inexplicably found myself breaking into song. I know: it’s a really strange way to react to ACOs, but bear with me.

You remember, “This Land is Your Land,” don’t you? Written by Woody Guthrie in 1940, it caught the folk music wave of the 1950s, and has been sung ever since by performers ranging from Pete Seeger to Johnny Cash. Odds are you at least know the first verse:

This land is your land, this land is my land

From California to the New York Island

From the Redwood Forest to the Gulf Stream waters

This land was made for you and me.

ACOs are not obviously song-worthy, although they are significant. One of the Affordable Care Act’s signature initiatives, they initially drew bipartisan support as far back as…well, 2010. In April, the government announced that thousands of doctors serving more than 1.1 million Medicare beneficiaries had voluntarily joined ACOs, giving up fee-for-service reimbursement for some patients in exchange for a paycheck that’s based on measurable standards related to high-quality, cost-effective care. They’ve made the switch because it’s the right thing to do and because they’re getting ready for a day when Medicare’s fee-for-service money dries up.

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How Doctors Are Trapped

Every lawyer, every accountant, every architect, every engineer — indeed, every professional in every other field — is able to do something doctors cannot do. They can repackage and reprice their services. If demand changes or if they discover a way of meeting their clients’ needs more efficiently, they are free to offer a different bundle of services for a different price. Doctors, by contrast, are trapped.

To see how trapped, let’s look at another profession: the practice of law. Suppose you are accused of a crime and suppose your lawyer is paid the way doctors are paid. That is, suppose some third-party payer bureaucracy pays your lawyer a different fee for each separate task she performs in your defense. Just to make up some numbers that reflect the full degree of arbitrariness we find in medicine, let’s suppose your lawyer is paid $50 per hour for jury selection and $500 per hour for making your final case to the jury.

What would happen? At the end of your trial, your lawyer’s summation would be stirring, compelling, logical and persuasive. In fact, it might well get you off scot free if only it were delivered to the right jury. But you don’t have the right jury. Because of the fee schedule, your lawyer skimped on jury selection way back at the beginning of your trial.

This is why you don’t want to pay a lawyer, or any other professional, by task. You want your lawyer to be able to reallocate her time — in this case, from the summation speech to the voir dire proceeding. If each hour of her time is compensated at the same rate, she will feel free to allocate the last hour spent on your case to its highest valued use rather than to the activity that is paid the highest fee.

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The Lesion’s Curse

A frightened Diane called me today.  She was in big trouble.  Her primary doctor’s office had called with terrible news.  The MRI showed Diane had a lesion.  Desperate, she reached out to an Oncologist for help.

A lesion?  Yes, a lesion.  What could that mean?  What did she need to do?  What was going to happen?  With trepidation Diane asked, “Do I have cancer?”

Medicine prides itself on accurate, specific, scientific analysis.  We have delineated more than 50 sub-types of lymphoma.  We measure toxin in parts per million.  We use complex Latin based terms like hemoglobinopathies to describe red blood problems, or ER positive Her-2 negative lobular carcinoma in situ with microinvasion to define a tiny breast cancer.  We adjust drug flow in micrograms per kilogram per minute.  Thus, you know we have a very specific delineation for “a lesion.”

Nahhhhhhh…. there is no absolute definition for “a lesion.”  In fact, if there ever was a useless, confusing and therefore frightening term, it is “lesion.” Perhaps Aristotle said it best, when he explained, “ To say of what is that it is not, or of what is not that it is, is false, while to say of what is that it is, and of what is not that it is not, is true.”   Certainly clears things up for me.

The MedicineNet dictionary defines “lesion” as “almost any abnormality involving any tissue or organ due to any disease or any injury.”  The emphasis being on “any.”  Farlex notes that a lesion might include any “pathology, tubercle, ulcer, wound, harm, hurt, injury, trauma, stigmata, abrasion, excoriation, scratch, scrape, gash, slash, slice, cut, laceration, or (and this is my favorite), bite. “  I suspect that my Aunt Hilda qualifies as a lesion.

The point is this.  The term “lesion” fills in the blank in any medical sentence for “not normal.”  However, most of us when we hear the term lesion, we think cancer.  This is not what lesion means. We use this vague term when we are too apathetic to be precise.

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Shame

I saw a gentleman in my office recently.  He was having severe pain radiating from his lower back, down to his calf.

I was about to describe my plan to him when he interrupted me saying, “I know, Doc, I am overweight.  I know that this would just get better if I lost the weight.”  He hung his head down as he spoke and fought off tears.

He was clearly morbidly obese, so in one sense he was right on; his health would be much better if he would lose the pounds.  On the other hand, I don’t know of any studies that say obesity is a risk factor to ruptured vertebral discs.  Besides, he was in significant pain, and a lecture about his weight was not in my agenda.  I wanted to make sure he did not need surgery, and make him stop hurting.

This whole episode really bothered me.  He was so used to being lectured about his obesity that he wanted to get to the guilt trip before I brought it to him.  He was living in shame.  Everything was due to his obesity, and his obesity was due to his lack of self-control and poor character.  After all, losing weight is as simple as exercise and dietary restraint, right?

Perhaps I am too easy on people, but I don’t like to lecture people on things they already know.  I don’t like to say the obvious: “You need to lose weight.”  Obese people are rarely under the impression that it is perfectly fine that they are overweight.  They rarely are surprised to hear a person saying that their weight is at the root of many of their problems.  Obese people are the new pariahs in our culture; it used to be smokers, but now it is the overweight.

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