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How My Parents’ Death Changed My Thinking About End-Of-Life Care

My sister and I took our positions in the funeral home’s family room and greeted hundreds of mourners who had come to pay their respects. Everything seemed as it had four months earlier at our mother’s funeral. The ubiquitous tissue boxes. My navy pinstriped suit. The ripped black ribbon, a Jewish tradition, affixed to my lapel.

But this time, we were accepting condolences after the death of our dad, who stood next to us such a short time before.

It’s hard enough to lose one parent. Losing two within months is incomprehensible. When I left my parents’ Michigan apartment last month, I couldn’t believe it would be for the last time. I’ve replayed phone messages so that I could hear their voices again. And each morning, I look at Dad’s watch on my wrist, thinking it should be on his.

Two days before my dad died, I celebrated the first Mother’s Day without my mom. Now, I’m marking the first Father’s Day without my dad.

As I’ve mourned my parents, I’ve been struck by how many stories I’ve heard about husbands and wives dying soon after their spouses. One of my high school teachers lost both parents within a year; so did a journalist friend in Los Angeles. My rabbi told me his parents died only months apart.

My mom buried both of her parents within the same week in April 1979, when I was 5. My zaydee died first, unable to fathom life without his wife, who lay dying in the hospital. My bubbe died during his funeral two days later.

I wondered whether there was more to this than coincidence, and sure enough, there’s a well-documented “widowhood effect.” Those who lose a spouse are about 40 percent more likely to die within six months than those with living spouses. The effect has been found in a host of countries, across a range of ages, in widows and in widowers – though men are more likely to die soon after losing spouses than women are.

S.V. Subramanian, a professor of population health and geography at Harvard University, co-wrote a review published in 2011 that looked at more than a dozen studies on the effect. “We never say that grief is a disease,” he told me. “But what some of this research is showing is that at older ages, grief can make you more vulnerable to mortality.”

Subramanian said his uncle’s parents died within days of one another.

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Chapter Nine: In Which Dr. Watson Discovers Med School Is Slightly Tougher Than He Had Been Led to Believe

One of the computer applications that has received the most attention in healthcare is Watson, the IBM system that achieved fame by beating humans at the television game show, Jeopardy!. Sometimes it seems there is such hype around Watson that people do not realize what the system actually does. Watson is a type of computer application known as a “question-answering system.” It works similarly to a search engine, but instead of retrieving “documents” (e.g., articles, Web pages, images, etc.), it outputs “answers” (or at least short snippets of text that are likely to contain answers to questions posed to it).

As one who has done research in information retrieval (IR, also sometimes called “search”) for over two decades, I am interested in how Watson works and how well it performs on the tasks for which it is used. As someone also interested in IR applied to health and biomedicine, I am even more curious about its healthcare applications. Since winning at Jeopardy!, Watson has “graduated medical school” and “started its medical career”. The latter reference touts Watson as an alternative to the “meaningful use” program providing incentives for electronic health record (EHR) adoption, but I see Watson as a very different application, and one potentially benefitting from the growing quantity of clinical data, especially the standards-based data we will hopefully see in Stage 2 of the program. (I also have skepticism for some of these proposed uses of Watson, such as its “crunching” through EHR data to “learn” medicine. Those advocating Watson performing this task need to understand the limits to observational studies in medicine.)

One concern I have had about Watson is that the publicity around it has been mostly news articles and press releases. As an evidence-based informatician, I would like to see more scientific analysis, i.e., what does Watson do to improve healthcare and how successful is it at doing so? I was therefore pleased to come across a journal article evaluating Watson [1]. In this first evaluation in the medical domain, Watson was trained using several resources from internal medicine, such as ACP MedicinePIERMerck Manual, and MKSAP. Watson was applied, and further trained with 5000 questions, in Doctor’s Dilemma, a competition somewhat like Jeopardy! that is run by American College of Physicians and in which medical trainees participate each year. A sample question from the paper is, Familial adenomatous polyposis is caused by mutations of this gene, with the answer being, APC Gene. (Googling the text of the question gives the correct answer at the top of its ranking to this and the two other sample questions provided in the paper).

Watson was evaluated on an additional 188 unseen questions [1]. The primary outcome measure was recall (number of correct answers) at 10 results shown, and performance varied from 0.49 for the baseline system to 0.77 for the fully adapted and trained system. In other words, looking at the top ten answers for these 188 questions, 77% of those Watson provided were correct.

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What the Khan Academy Teaches Us About What Medical Education Will Look Like Ten Years From Now

From SFO, I carefully followed my Droid Navigator’s directions off Highway 101 into a warren of non-descript low-slung office buildings—non-descript except for the telltale proliferation of Google signs and young adults riding colorful Google bikes.  I drove around to the back of several of those complexes and finally found the correct numbered grouping.  It really could have been any office or doctors’ office complex in the U.S.  The Khan suite is on the second floor.  There’s a simple brass plate saying “Khan Academy” on what looked like oak double doors. I let myself in and immediately encountered a large, central open space—with long dining tables, food, an ample sitting area with couches conducive for group discussions—and a friendly greeting by programmers and staff.  Oh, and computers—there were lots of computers.  As far as I could tell, nobody had their own office—though maybe Sal does.  Everyone was also open, friendly and passionate about the great work happening there.

After some trial and error, Rishi and I found an unused office and huddled around his Mac for a Google Hangout interview with a Bay Area reporter about the Khan/RWJF health care education project.  Later, I met with Shantanu, the Khan COO and former “math jock” high school friend of Sal, as well as Charlotte, external relations, and Matt, software engineer. They’re all long termers at Khan—that means they’ve been there for about two years.  Overall, the energy was pretty electric.  One other small thing—do not be fooled—these incredible people are, how should I put it—ferociously—intense and focused.

Pioneers in flipping the med school classroom

The next morning, Rishi and I met at Stanford Medical School—in the Li Ka Shing Center for Learning and Knowledge—an enormous and beautiful building off Campus Drive near the hospital that did not exist back in my days as an earnest Stanford law student.   We were there to observe some pioneers in medical education attempt to use Khan-like videos to flip the medical school classroom.  This work at Stanford is part of the current Khan Academy and RWJF collaboration. We’re trying to understand what happens when a medical school attempts to use the Khan-style videos to change the classroom interaction.

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#Dataviz + #Design + #Diabetes: The Beginning

I love interactive data visualization (#dataviz).  It is one of the things that I definitely wanted to explore when I came out to the Bay Area on sabbatical, because I believe that it has great potential for helping both patients and clinicians with diabetes management.  The sheer volume of numbers available for this disease is overwhelming; we need #dataviz tools that can help us achieve greater understanding and make actionable clinical decisions to improve health.

This is what we usually see in clinic: numbers written down on a piece of paper.

Yes there are computer systems that link to blood glucose meters, but there are a number of complexities with the downloading of blood sugar numbers in clinic (which deserves an entire blog post sometime in the future).

You can see there is some visual analysis and annotation that we do perform, albeit primitive.  The circles represent high blood sugars (>150 mg/dl)and the triangles represent low blood sugars (<70 mg/dl). This is almost better than the cave painters don’t you think?

But even the minority of patients who download their BS to the computer, are viewing dashboards like this.

Pie charts, need I say more? I can extract some useful insights from these charts, which improve over the previous one I showed, but a few things strike me: (1) some of the scatter plots overlay weeks of data, which I don’t find helpful because you can’t tell how BS on a given day are responding and relate them to life events; (2) some visualizations show a lot of numbers in many of the sections, and it just becomes onerous to go through them and find trends; (3) many provide statistics (area under the curve, MAD%) which I think only a minority of families and children really understand; (4) although some of the software programs do provide interactivity and let you see the data at different time scales (day, week, month), if you change to a different view, you are stuck trying to remember in your head what you saw on a previous screen because you can’t see the multiple levels at once; (4) finally, I find that the user interface and design could use major improvement.

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Defense Probably Goes Commercial, Not Necessarily Proprietary

Secretary of Defense Chuck Hagel’s long-awaited (in health IT circles, anyway) decision on the Department of Defense’s core health IT system has been made. The VA’s VistA system is out as the preferred DoD. Unless it’s not.

I’ll explain.

In his May 21 memo, Hagel directed the DoD to initiate a competitive process for a commercially available electronic health record (EHR) solution.  Understandably, the secretary has to create a level playing field, a competitive process, so he can tell Congress with certainty that due diligence was done. Hate it a lot or hate it a little, this is the nature of our political process.

Already, many are spinning Hagel’s decision as a huge win for proprietary solutions; popular blogger Mr. HIStalk has already established Epic as the frontrunner in the upcoming DoD derby.

But before we simply anoint Judy Faulkner the queen of American health IT, I want, as the Brits say, to throw a spanner in the works.

Commercial ≠ Proprietary

A careful review of the Hagel memo and other recent statements from his top lieutenants reveal a more progressive vision and clear requirements for an open architecture and service model.

From the Hagel memo:

I am convinced that a competitive process is the optimal way to ensure we select the best value solution for DoD … A competitive process will allow DoD to consider commercial alternatives that may offer reduced cost, reduced schedule and technical risk, and access to increased current capability and future growth in capability by leveraging ongoing advances in the commercial marketplace … Also, based on DoD’s market research, a VistA-based solution will likely be part of one or more competitive offerings that DoD receives.

To sum up, the secretary has directed the DoD to go commercial instead of developing and maintaining their own VistA-based solution, but commercialized VistA-based solutions will be included in the competitive process.

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Guahao: VC Fantasy. Online Appointment Registration System for China’s 700 Million Internet Users


The promising platform is called Guahao (挂号网) and it claims to be China’s largest online appointment registration system.  With a national network of nearly 4,000 hospitals, 600 being Level-3 hospitals, and over 300,000 specialists, it is hard to dispute it’s size.*  Guahao began development in Shanghai 2010 in collaboration with the Chinese Health Education Network, Fudan Hospital and Healthcare Management Co., and the Chinese Hospital Association, and later expanded nationally.  Guahao attempts to alleviate the bitterness patients endure during a typical hospital visit.

*It should be known that there are actually several online appointment registration systems in China; However, most are small, regionally splintered and have questionable legitimacy.  Guahao is by far the largest and most well supported system in China.

China historically has not had a call-ahead appointment scheduling system.  Patients throughout China have long lamented the country’s hospital queuing system, or the lack thereof.  Patients arrive at the hospital, literally take a number, and wait for their turn – sometimes for over 24 hours.  It is not uncommon to see throngs of patients and their family members outside of the hospital, camping out in makeshift beds to see a physician.  A lack of appointment system puts pressure on the hospital’s health workers.  Patient scheduling provides predictability of patient flow and allows for more efficient allocation of healthcare resources.  Not to mention it makes for a much more patient-centered approach to healthcare delivery.

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When Is It Appropriate to Ignore an Advance Directive? Is It Ever Appropriate to Ignore a Patient?

An 85-year-old woman with moderate Alzheimer’s disease who enjoys walking in her nursing home’s garden with her walker has fallen and broken her hip. An advance directive signed by the patient states a preference for “Comfort Measures Only,” and specifically states that she does not want to be transferred to the hospital. The physician believes that surgery would provide long-term pain relief and the chance to maintain some mobility.

What do you do? How do you reconcile her previously expressed hypothetical wishes in an Advance Directive with what is now a rather unanticipated scenario?

In a paper published recently in JAMA Internal Medicine, Alex Smith, Bernard Lo, and Rebecca Sudore developed a 5-question framework to help physicians and surrogates through the decision making process in time like this. The framework proposes 5 key-questions to untangle these conflicts:

  1. Is the clinical situation an emergency?
  2. In view of the patient’s values and goals, how likely will the benefits of the intervention outweigh the burdens?
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Could Halbig et al v. Sebelius Sink Obamacare?

Innovare may be Latin for innovate, but the values at Innovare Health Advocates are traditional: An “Old School” commitment to delivering “Healthcare the Way it Ought to Be.”

The Missouri-based health practice is run by Dr. Charles Willey, a staunch tea party conservative who’s been mentored by former Sen. Jim Talent, one of his patients. “I’ve personally, for a long time, been interested in politics,” he told a radio show in 2010, noting that he’d been leading efforts “to get doctors excited about resisting Obamacare.”

But Willey’s doing more than just resisting the health law these days — he’s become an active player in Halbig et al v. Sebelius, a lawsuit that threatens a key element in the Affordable Care Act: Whether the tax subsidies slated to help many Americans purchase coverage through many insurance exchanges are even legal under the ACA’s language.

(Innovare Health is one of the small businesses that has joined the suit.)

And the stakes are higher than most people realize, according to Michael Greve, a law professor at George Mason University.

“If the statute means what it says, Obamacare’s machinery simply doesn’t apply in half the country,” Greve contends.

“This is for all the marbles.”

Law’s Language a Sticking Point

Conservative scholars say it’s obvious in the text of the Affordable Care Act, right as rain. (Italics added by columnist.)
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The Wellness Game: The Employer As the New Parent

Eat your vegetables.  Turn off the TV.  Go outside and play.  Go to bed on time.  These four imperatives were once amongst the core messages delivered to children by their parents and neighbors, a setting of behavioral parameters that people intuitively expected would help to produce healthy, well-balanced kids.  We’re not so good at this anymore.  Like so many other behaviors that animate the phrase “personal responsibility”, in the face of economic and demographic tumult we have decided to pass the buck on them in our homes, neighborhoods, schools, and churches.  We now want employers to handle them, and health-contingent wellness is the final step in the ascendancy of the employer as the new parent.

Employers find themselves teaching employees how to read and write effectively, do math, be polite, how to eat in the presence of others, and even how to sleep better.  Why not throw at their feet the notion that employers should coerce workers into intrusive and dubious health-contingent workplace wellness strategies that are easy as pie for the healthiest, but far more difficult for the less fortunate who are, ostensibly, the ones who need the most help?  This is not why most people start businesses (unless, of course, you’re a wellness vendor).  It certainly is not why people devote themselves to work, which is supposed to be for securing (hopefully) individual and familial prosperity and experiencing the unique contribution to personal dignity that comes from purposeful endeavors.

US employers are not responsible for the chronic disease crisis; truth be told, their sufferance of the costs of many wellness-sensitive events is limited because the majority of the medical catastrophes that health-contingent wellness programs promise to prevent (such as heart attacks, strokes, and many cancers) happen predominantly in older people who have mostly left the work force. Employers have been caught up in the maelstrom of demographic, industrial, and technological changes just like the rest of us.  Yet,  not only do we actively seek their participation in fishing expeditions such as health-contingent workplace wellness programs, some of them jump in with both feet.  This should help to remind you that your CEO might just be the one who graduated at the bottom of his class.

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The IRS Scandal: Implications for HIPAA and the Affordable Care Act

As my head reels at the implications of the IRS scandal mushrooming in Washington, the IRS’s recently disclosed ability to access e-mails without warrant, the intricacy of the NSA PRISM wiretap techniques that includes their ability to acquire tech firms’ digital data, and even the Justice Department’s ability to secretly acquire telephone toll records from the Associated Press, I wonder (as a doctor) what all this means for the privacy protections afforded by the Health Insurance Portability and Accountability Act of 1996 (HIPAA) in our new era of mandated electronic medical records.  Are such privacy protections credible at all?

It doesn’t seem so.

Now it seems everyone’s health data is just as vulnerable to federal review as their Google search data.  This is not a small issue.  We have already seen that discovering “leaks” of personal health information has produced some very handsome rewards for the feds, so it is not beyond reason to think that HIPAA might also be a funding tool for our government health care administration disguised as a beneficent effort to protect the health care data of our populace.

But even more concerning is the role the IRS scandal has for America’s health care system.  After all, the Affordable Care Act is ultimately funded by the IRS by administering some 47 tax provisions.  These include the right to levy a penalty against businesses and individuals who don’t provide or acquire insurance and determining how to distribute annual subsidies to 18 million people who make less than $45,000 a year and thus qualify for subsidies in buying health coverage. In addition, the agency will collect taxes on medical devices and a surtax on people making more than $200,000 a year, as well as conducting compliance audits of tax-exempt hospitals.

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