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	<title>Adam Bosworth's Weblog</title>
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	<description>Thoughts on health, technology, and sometimes politics</description>
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		<title>Adam Bosworth's Weblog</title>
		<link>http://adambosworth.net</link>
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		<item>
		<title>And on another front</title>
		<link>http://adambosworth.net/2009/12/21/and-on-another-front/</link>
		<comments>http://adambosworth.net/2009/12/21/and-on-another-front/#comments</comments>
		<pubDate>Tue, 22 Dec 2009 05:31:55 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://adambosworth.net/?p=265</guid>
		<description><![CDATA[This is a direct quote. James May, chief executive of the Air Transport Association, the industry&#8217;s largest trade group, said Monday that its members would comply with the new rule &#8220;even though we believe it will lead to unintended consequences &#8212; more canceled flights and greater passenger inconvenience.&#8221; He added that &#8220;the requirement of having [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=265&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>This is a direct quote. James May, chief executive of the Air Transport Association, the industry&#8217;s largest trade group, said Monday that its members would comply with the new rule &#8220;even though we believe it will lead to unintended consequences &#8212; more canceled flights and greater passenger inconvenience.&#8221; He added that &#8220;the requirement of having planes return to the gates within a three-hour window or face significant fines is inconsistent with our goal of completing as many flights as possible. In  other words the Air Transport Association representing the airlines doesn&#8217;t care about us being stuck on the ground in a plane for more than 3 hours if they can fly more planes. They might as well tell us that they don&#8217;t care about us at all. Hello. We pay your bills. We are your customers.</p>
<p>It is always amazing to hear such organizations admit that the comfort and service to the customer is simply not a goal.</p>
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		<slash:comments>6</slash:comments>
	
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		<title>To fix health care, release our data</title>
		<link>http://adambosworth.net/2009/12/09/to-fix-health-care-release-our-data/</link>
		<comments>http://adambosworth.net/2009/12/09/to-fix-health-care-release-our-data/#comments</comments>
		<pubDate>Wed, 09 Dec 2009 21:40:09 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[health]]></category>

		<guid isPermaLink="false">http://adambosworth.net/?p=238</guid>
		<description><![CDATA[What is the future of health care? How will we actually lower the number of people who suffer or die needlessly?  How will we deliver care more effectively? Today, two ideas are competing for attention in this space:

Personalized Medicine
Personalized Wellness

Let&#8217;s talk first about Personalized Medicine. There is a lot of talk about the future of [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=238&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>What is the future of health care? How will we actually lower the number of people who suffer or die needlessly?  How will we deliver care more effectively? Today, two ideas are competing for attention in this space:</p>
<ol>
<li>Personalized Medicine</li>
<li>Personalized Wellness</li>
</ol>
<p>Let&#8217;s talk first about Personalized Medicine. There is a lot of talk about the future of medicine being personalized medications. What is usually meant by this is that the blood and DNA of the patient is analyzed and then, using data gleaned from the EMR, a medicine precisely tailored to meet that patient&#8217;s need and their metabolism is prescribed. This is of course a wonderful vision—one that I would have loved to see realized a few years earlier. My mother was given several medicines for her recurrent ovarian cancer that were more or less ineffective.</p>
<p>Now it isn&#8217;t a pipe dream. There are blood and DNA tests run today for medicines like Warfarin or treatments for breast cancer. The best example is AIDS/HIV where DNA of the virus is used to determine which retrovirals will work. But in general, this is turning out to be very hard and very slow to do. It is hard just to figure out which medicines work for who based on their blood, DNA, and other phenotypic data. It works in some cases but fails in many. And even when a drug targeting a specific genetic profile is engineered, it is difficult and expensive to deliver to the right place in the body at the right time, in the right amount, and for the right duration. For example, we&#8217;ve known a lot about the genetics of cystic fibrosis —i.e., which proteins aren&#8217;t being generated properly in the lung cells due to mutations in a specific gene. Presently there are viruses that have been engineered that can generate the correct, functioning proteins, but the means to deploy an effective treatment has yet to be solved. Still there are clear examples of personalized therapies based on an individual’s DNA which help prolong life and have sufficient sales to warrant biotechnology/ pharmaceutical interest.  The clearest example of this is the drug from Genentech called trastuzumab (brand name Herceptin).  All in all, it is likely that it will be expensive and hard to change the DNA, but that the ability to produce solutions based on one’s DNA will be more viable.</p>
<p>Another issue is cost effectiveness in producing personalized medicines when such treatments serve a small market; the more specialized the medicine, the less likely it is to be developed. Thus, will we see a slew of highly personalized drugs targeting unique genomes or disease organisms? As was said in the movie &#8220;The Princess Bride,&#8221; when two magicians tried to bring the hero back to life and one magician asked another &#8220;think it will work?&#8221;, the reply was &#8220;it would take a miracle.&#8221; Of course in the movie he did come back to life, but life isn&#8217;t a movie.</p>
<p>Now let&#8217;s talk about Personalized Wellness. The leading causes of death relate to life style, lack of routine medical examination, and basic outages in care.  Put differently, it doesn&#8217;t require medical miracles to prevent far more disease and avoid far more suffering and deaths than all those caused by cancer (outside of lung cancer) each year. It requires personalized wellness and &#8220;good health incentives.&#8221; What is personalized wellness? It is personal advice to individuals about their health that takes into account their health data, their personalities, their goals, and their activities and what is the appropriate standard of care for them. It involves tracking their progress or lack thereof—what the Robert Wood Johnson Foundation has called ODLs or observations of daily living.</p>
<p>It&#8217;s possible for people who are at risk for diabetes or heart disease to avoid these diseases.  And for those who already suffer from them, it&#8217;s possible to cure them by clearing up their arteries or at least stop complications like blindness and renal failure. If they are living with asthma, get them the personalized help they need to minimize attacks and shorten episodes. If they are living with depression, give them support and tools like breathing calmly, meditation, regular exercise, and smart diets. This isn&#8217;t magic.  There is much scientific evidence about what works, and translations for healthy living are plentiful on the Web.  Think <a href="http://mint.com/" target="_blank">mint.com</a>, a site that balances your budget, for health. The cost of building a site that empowers patients to manage their health is a tiny fraction of the cost of a single medicine being brought to market. Will DNA count in this space? Certainly. Some people have lower risks based on their genetic makeup, and others have higher risks. Certain nutritional interventions will benefit some people and may harm other.  But DNA testing can also inform intelligent prevention.</p>
<p>We want both personalized medicine and personalized wellness. But we can have the latter much sooner and it will probably do more good, at least in the next decade or two.</p>
<p>There is one thing making it very hard to deliver on this vision today. Much of personalized wellness advice <em>depends</em> on basic lab results like the lipid panel. The person with a total cholesterol of 150 may need different advice than the person with a total cholesterol of 250, for example. Today, if I go into a lab to get my blood drawn, say for my checkup, I cannot download the data into my personalized wellness tool of choice unless my doctor electronically approves it.  Not because the lab cannot support this—90% of labs performed outside hospitals are covered by Quest Diagnostics or LabCorp and both support electronic data transfer.  Rather, a doctor&#8217;s electronic approval is required to release the lab data to the patient, even when the patient wants this data. Well, most of the doctors aren&#8217;t using electronic systems and most of the ones who are don&#8217;t have the ability to approve these transfers, while some of the ones who do have the ability choose not to. The notable exception is Kaiser, which delivers labs to all of its patients online at the same time that the patients’ doctors get them. Three million patients use Kaiser&#8217;s PHR and the number one use is for viewing labs. Kudos, Kaiser!</p>
<p>But if you aren&#8217;t lucky enough to be a Kaiser member or want to use a different tool for this purpose, you are out of luck. (Actually, Kaiser may be integrating with Microsoft HealthVault and then one could use one&#8217;s own tools, but the timetable for rollout is unclear.) This is like not being able to use <a href="http://mint.com/" target="_blank">mint.com</a> because your bank won&#8217;t allow the transfer of financial data to your account at that site.  It makes no sense, and is one more example of how the system foils patients&#8217; attempts to take responsibility for their own health.  It clearly stifles innovation in an area that has the most potential to solve economic and personal health care issues in the U.S.</p>
<p>I call on DC and the State Legislatures to change these laws.  Learn from Kaiser.  Pass laws that specifically give the lab companies the obligation to deliver our data electronically directly to us &#8211; the people, if we want it. If you desire true health care reform that actually will lower costs and curb illness, unleash the power of the innovators to help consumers with personal wellness as <a href="http://mint.com/" target="_blank">mint.com</a> does with financial wellness. Release our health data.</p>
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		<title>Engage with Grace Blog Rally</title>
		<link>http://adambosworth.net/2009/11/28/engage-with-grace-blog-rally/</link>
		<comments>http://adambosworth.net/2009/11/28/engage-with-grace-blog-rally/#comments</comments>
		<pubDate>Sat, 28 Nov 2009 23:02:32 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://adambosworth.net/?p=256</guid>
		<description><![CDATA[Alexandra Drane started a wonderful movement called Engage with Grace over a year ago and she asked me to join a Thanksgiving rally supporting this movement. I&#8217;m happy and proud to do so. As I wrote in one of my most contentious posts, once my mother was diagnosed as being terminal after a valiant 4 [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=256&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>Alexandra Drane started a wonderful movement called Engage with Grace over a year ago and she asked me to join a Thanksgiving rally supporting this movement. I&#8217;m happy and proud to do so. As I wrote in one of my <a title="Ending with grace" href="http://adambosworth.net/2009/08/30/a-viscious-lie/" target="_blank">most contentious posts</a>, once my mother was diagnosed as being terminal after a valiant 4 year battle with Ovarian cancer, the system totally failed us. Support turned to indifference. Every attempt was made to have my mother end her days in the hospital rather than spending her last 2 months at home. It was only because of my connections and resources that she was even able to end her days with dignity surrounded by those who loved her. Indeed just days before the end, she was able to be taken in a wheelchair to the library she had presided over for over 40 years at Saint Ann&#8217;s School and see it officially renamed to the Anne Bosworth library and hear the tributes of all who have known her and learned from her. All this would have been denied if the current &#8220;health system&#8221; had had its way. It is this indifference to the needs of those at this stage of life that the movement is dedicated to combating and I enthusiastically endorse it. <a title="Engage with Grace" href="http://engagewithgrace.org/Questions.aspx" target="_blank">Engage with Grace has 5 basic questions</a> everyone should know.</p>
<p>We are supposed to ask more lighthearted questions on this Thanksgiving weekend, but I&#8217;ve been unable to get WordPress to accept this questionnaire and I think it is a sign. We need to change the system profoundly to take human needs into account first. We need a system that works to meet these needs, not to try every possible futile procedure leaving those poor souls to suffer their last weeks or days in pain and indignity against their will. This is a serious business for those of us who have lived through this, seen the suffering first hand. We give thanks for many things this weekend but we look forward to the day when we can give thanks for a caring health care system.</p>
<p><em>To learn more please go to </em><em>www.engagewithgrace.org</em><em>.<br />
</em></p>
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		<title>Looking for a leader &#8211; Keas is hiring</title>
		<link>http://adambosworth.net/2009/11/17/looking-for-a-leader-keas-is-hiring/</link>
		<comments>http://adambosworth.net/2009/11/17/looking-for-a-leader-keas-is-hiring/#comments</comments>
		<pubDate>Tue, 17 Nov 2009 18:19:14 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://adambosworth.net/?p=246</guid>
		<description><![CDATA[Keas has launched.  Keas is a place consumers come to when they want to take charge of their health or that of someone they love. They come to get the personalized advice and content that they need to understand their health and to know what they need to do and to be reminded/helped to do [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=246&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p><a title="Keas by the NY Times" href="http://www.nytimes.com/2009/10/06/technology/06bosworth.html?_r=1" target="_blank">Keas has launched</a>.  Keas is a place consumers come to when they want to take charge of their health or that of someone they love. They come to get the personalized advice and content that they need to understand their health and to know what they need to do and to be reminded/helped to do it. Keas delivers this personalized advice via Keas Care Plans. Think of each Care Plan as a set of great health experts giving you personalized interpretation and advice about your health and what you need to do based on your health data, your goals, and your progress to date. Not just once, but on an ongoing basis. But we at Keas don&#8217;t write these Care Plans in general. Great experts in health, whether in pediatric Asthma or dealing with H1N1 or with Diabetes do so.  You don&#8217;t need to be a programmer or have an IT department to build Keas Care Plans, but you do need to have great health experts,  great content people and usually (at least for your first one) help from what we have come to call Keas Producers.</p>
<p>We at Keas have been overwhelmed with astonishing potential partners in the health field who want to build great Keas Care Plans. We are humbled and gratified, but we are also urgently in need of someone to lead this effort for us. What sort of person do we need? We need someone with passion for the customer who will work with every partner to ensure that their care plans are engaging,  personalized, helpful and responsive and hire/manage the Keas producers we need to help the partners in this effort. We need someone who will be able to understand the health issues involved, but also the consumer passion and who can help our partners not just to deliver content personalized to the need, but video, twitter, great links, living discussions, polls, and everything else required to actually help the users of their Keas Care Plan to get the most out of it.</p>
<p>So, in short you need to be a leader, tireless,willing to get your fingernails dirty and lead by doing, passionate, unafraid of risk (this is a start up!), excited and knowledgeable about health, great at working with partners, with good business sense, experienced in building and leading teams that partner with others, and with an understanding of how the web is changing from a text world to an interactive and video world. If this is you and you want to help our partners produce the 100&#8217;s of care plans they now want to build, then let us know please at careers@keas.com.</p>
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		<title>Excellent Post</title>
		<link>http://adambosworth.net/2009/11/10/excellent-post/</link>
		<comments>http://adambosworth.net/2009/11/10/excellent-post/#comments</comments>
		<pubDate>Tue, 10 Nov 2009 16:11:56 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://adambosworth.net/?p=242</guid>
		<description><![CDATA[John Halamka put up a thoughtful piece today which I for one heartily endorse. I&#8217;ve worked with John off and on since starting Google Health and we have really traversed down this road together.
       <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=242&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>John Halamka put up a <a title="John Halamka" href="http://geekdoctor.blogspot.com/2009/11/genius-of-and.html" target="_blank">thoughtful piece</a> today which I for one heartily endorse. I&#8217;ve worked with John off and on since starting Google Health and we have really traversed down this road together.</p>
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		<title>Talking to DC</title>
		<link>http://adambosworth.net/2009/10/29/talking-to-dc/</link>
		<comments>http://adambosworth.net/2009/10/29/talking-to-dc/#comments</comments>
		<pubDate>Thu, 29 Oct 2009 14:47:43 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://adambosworth.net/?p=216</guid>
		<description><![CDATA[Warning. This is a rare nerdy technical post more for. It is about Healthcare XML standards.
I&#8217;ve was kindly asked to testify at a meeting in DC this week about standards at an hour when I&#8217;m normally not awake. But despite a deep aversion to not getting enough sleep, I was up and on the phone. [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=216&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>Warning. This is a rare nerdy technical post more for. It is about Healthcare XML standards.</p>
<p>I&#8217;ve was kindly asked to testify at a <a title="Washington on Health IT" href="http://healthit.hhs.gov/blog/faca/" target="_blank">meeting in DC</a> this week about standards at an hour when I&#8217;m normally not awake. But despite a deep aversion to not getting enough sleep, I was up and on the phone. What made me do such a thing? Well, the discussion was about what actually will work in terms of making health data liquid. What standards should be used for the integration of such data?</p>
<p>Somewhat to my surprise and usually to my pain, I&#8217;ve been involved in several successful standards. One was used to exchange data between databases and consumer applications like spreadsheets and Access. It was called ODBC and worked surprisingly well after some initial hiccups. Another was the standard for what today is called AJAX, namely building complex interactive web pages like gmail&#8217;s. Perhaps most importantly there was XML. These are the successes. There were also some failures. One that stands in my memory is one called OLE DB which was an attempt to supplant/replace ODBC. One that comes close to being a failure was/is the XML Schema specification. From all these efforts, there were a few lessons learned and it is these that I shared with DC this Thursday. What are they?</p>
<ol>
<li><strong>Keep the standard as simple and stupid as possible</strong>. The odds of failure are at least the square of the degrees of complexity of the standard. It may also be the square of the size of the committee writing the standard. Successful standards are generally simple and focused and easy to read. In the health care world, this means just focus first on that data which can be encoded unambiguously such as demographics, test results, medicines. Don&#8217;t focus on all types of health data for all types of health. Don&#8217;t focus on how to know if your partner should have access to what (see points 2,3, and 4 below).</li>
<li><strong>The data being exchanged should be human readable and easy to understand.</strong> Standards are adopted by engineers building code to implement them. They can only build if they can easily understand the standard (see above) and easily test it. This is why, in the last 15 years, text standards like HTTP, HTML, XML, and so on have won. The developers can open any edit editor, look at the data being sent/received, and see if it looks right. When Tim Berners Lee first did this on the internet, most of the &#8220;serious&#8221; networking people out there thought using text for HTTP was crazy. But it worked incredibly well. Obviously this worked well for XML too. This has implications. It isn&#8217;t enough to just say XML. The average engineer (who has to implement these standards) should be able to eyeball the format and understand it. When you see XML grammars that only a computer can understand, they tend not to get widespread adoption. There are several so-called XML grammars that layer an abstract knowledge model on top of XML like RDF and in my experience, they are much harder to read/understand and they don&#8217;t get used much.  In my opinion Hl7 suffers from this.</li>
<li><strong>Standards work best when they are focused</strong>. Don&#8217;t build an 18 wheeler to drive a city block. Standards often fail because committees with very different complex goals come together without actual working implementations to sanity check both the complexity (see point 1 above) and the intelligibility (see point 2 above). Part of the genius of the web was that Tim Berners-Lee correctly separated the protocol (HTTP) from the stuff the browser should display (HTML). It is like separating an envelope from the letter inside. It is basic. And necessary. Standards which include levels or layers all jammed into one big thing tend to fail because the poor engineers have to understand everything when all they need to understand is one thing. So they boycott it. In health care, this means don&#8217;t include in one standard how to encode health data <em>and</em> how to decide who gets it <em>and</em> how to manage security. If all I, as an engineer, want is to put together a list of medicines about a patient and send that to someone who needs it, then that&#8217;s <em>all</em> I should have to do. The resulting XML should <em>look</em> like a list of medicines to the me. Then, if it doesn&#8217;t work, I can get on the phone with my opposite number and usually figure out in 5 minutes what&#8217;s wrong. Also I can usually author this in a day or two because I don&#8217;t have to read/learn/understand a spec like a telephone book. I don&#8217;t have to have to understand the &#8220;abstract data model&#8221;. The heart of the initial XML spec was tiny. Intentionally so. I heard someone say indignantly about the push to simplify Health IT standards that we should be &#8220;raising the bar on standards&#8221; not lowering them. This is like arguing that we should insist that kids learn to drive an airplane to walk to the next door neighbor&#8217;s house. All successful standards are as simple as possible, not as hard as possible.</li>
<li><strong>Standards should have precise encodings</strong>. ODBC was precise about data types. Basic XML is a tiny standard except for the precise encodings about the characters of the text, Unicode. That is most of the spec, properly so, because it ensures that the encodings are precise. In health care this means that the standard should be precise about the encodings for medicines, test results, demographics, and conditions and make sure that the encodings can be used legally and without royalties by all parties. The government could play a role here by requiring NPI&#8217;s for all doctor related activities, SNOMED CT for all conditions, LOINC for all labs, and some encoding for all medicines (be it NDC, rxNorm, or FDB) and guaranteeing that use of these encodings is free for all use.</li>
<li><strong>Always have real implementations that are actually being used as part of design of any standard</strong>. It is hard to know whether something actually works or can be engineered in a practical sense until you actually do it. ODBC for example was built by many of us actually building it as we went along. In the health care world, a lot of us have built and used CCR as we go, learning what works and what doesn&#8217;t very practically and that has made it a good easy to use standard for bundling health data. And the real implementations should be supportable by a single engineer in a few weeks.</li>
<li><strong>Put in hysteresis for the unexpected</strong>. This is something that the net formats do particularly well. If there is something in HTTP that the receiver doesn&#8217;t understand it ignores it. It doesn&#8217;t break. If there is something in HTML that the browser doesn&#8217;t understand, it ignores it. It doesn&#8217;t break. <a title="Postel's Law" href="http://en.wikipedia.org/wiki/Robustness_principle" target="_blank">See Postel&#8217;s law</a>.  Assume the unexpected. False precision is the graveyard of successful standards. XML Schema did very badly in this regard. Again, CCR does fairly well here.</li>
<li><strong>Make the spec itself free, public on the web, and include lots of simple examples on the web site</strong>. Engineers are just humans. They learn best by example and if the standard adheres to the points above, then the examples will be clear and obvious. Usually you can tell if a standard is going to work if you go to a web site by the group and there is a clear definition and there are clear examples of the standard that anyone can understand. When you go to the <a title="What is Hl7" href="http://www.hl7.org/implement/standards/index.cfm" target="_blank">HL7 site</a> the generality and abstraction and complexity are totally daunting to the average joe. It certainly confuses me. And make no mistakes. Engineers are average joes with tight time deadlines. They are mostly not PhD&#8217;s.</li>
</ol>
<p>Let&#8217;s be honest, a lot of standards are written for purposes other than promoting interoperability. Some exist to protect legacy advantages or to create an opportunity to profit from proprietary intellectual property. Others seem to take on a life of their own and seem to exist solely to justify the continued existence of the standards body itself or to create an opportunity for the authors to collect on juicy consultant fees explaining how the standard is meant to work to the poor saps who have to implement it. I think we can agree that,  whatever they are, those are usually not good standards. Health data interoperability is far too important an issue to let fall victim to such an approach.</p>
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		<title>Learning from customers</title>
		<link>http://adambosworth.net/2009/10/13/learning-from-customers/</link>
		<comments>http://adambosworth.net/2009/10/13/learning-from-customers/#comments</comments>
		<pubDate>Tue, 13 Oct 2009 23:15:30 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://adambosworth.net/?p=200</guid>
		<description><![CDATA[We have been truly blessed here at Keas. We have amazing partners in Quest Diagnostics, Healthwise, CVS MinuteClinic, Dr. Alan Greene and the DiabetesMine/Joslyn team of Amy Tenderich and Dr. Rich Jackson. We have a great team within Keas. And we received some extraordinarily supportive news reporting about Keas during the last week including The [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=200&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>We have been truly blessed here at Keas. We have amazing partners in Quest Diagnostics, Healthwise, CVS MinuteClinic, Dr. Alan Greene and the DiabetesMine/Joslyn team of Amy Tenderich and Dr. Rich Jackson. We have a great team within Keas. And we received some extraordinarily supportive news reporting about Keas during the last week including <a title="New York Times on Keas" href="http://www.nytimes.com/2009/10/06/technology/06bosworth.html" target="_blank">The New York Times</a> and <a title="Fox business TV on Keas" href="http://video.foxbusiness.com/10608609/tailored-health-plans-for-anyone/?category_id=1292d14d0e3afdcf0b31500afefb92724c08f046" target="_blank">Fox Business</a> as we opened up a public beta for everybody. We are truly grateful.</p>
<p>For those of you who missed this news, Keas now has an open, free public beta at <a title="Keas's Public Beta" href="http://www.keas.com/" target="_blank">www.keas.com</a>.</p>
<p>What is Keas? Keas brings you the best medical minds to deliver personalized help so that you can start to take charge of your health. These health experts build personalized expertise into a Keas Care Plan, based on the very same questions and feedback that occurs in person, during an office visit. In other words, these Care Plans look at or ask for your data just as health experts would. Given that data, Keas Care Plans can help you understand your health by charting the results that matter, indicating whether you are where you should be (in the green), have some risks (in the yellow), or clearly need serious attention (in the red). And because they are developed by health professionals who understand the nuances of health issues, Care Plans deliver &#8220;to-dos&#8221; for you to see at a glance what steps to take to get in the green and stay in the green.</p>
<p>We also announced a wonderful strategic alliance with Quest Diagnostics. If your doctor orders a blood test to be taken at a Quest Diagnostics Patient Service Center, when the results come in Quest and your doctor will help get your data into Keas. In addition, as part of the strategic alliance, Quest Diagnostics has worked with Keas to help interpret <em>your</em> data, based on <em>your </em>personal health status, as falling in the red, the yellow, or the green<em>. </em> It is another layer of expertise that offers you the best advice for taking charge of your health.</p>
<p>Thanks to the news coverage and our partnership with Quest Diagnostics, we are now getting large numbers of users each day. And that brings us yet another layer of expertise – <em>you</em>, the user.  As we develop communities based on individual Care Plans, your knowledge and wisdom will be invaluable to those who share your specific health concerns, and we&#8217;ll provide the tools for peer-to-peer support. In addition, we at Keas need your smart observations: we can only make our services great and truly useful with your help. We want to know from you what Keas Care Plans you need that we haven&#8217;t built. We want to know which Care Plans can be better and how. We want to know which &#8220;to-dos&#8221; need to be improved and expanded, and your preferred modes and frequency of messaging. We want to know what Keas should be doing for you that it isn&#8217;t already doing in order to provide the best personalized help from the best medical minds. So please keep your feedback coming.</p>
<p>Our commitment to you is that we will learn and work hard and steadily to fix the things that need fixing and add the things that need adding. Working together over the next few months, we can make Keas the tool you need to understand your health and take charge of it, with help from the best health experts and from each other. It is an exciting time.</p>
<p><em>If you are a health expert and want to join us in building Care Plans for your patients, please email us <a href="mailto:businessdevelopment@keas.com">here</a>.</em></p>
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		<title>Learning from data</title>
		<link>http://adambosworth.net/2009/10/05/learning-from-data/</link>
		<comments>http://adambosworth.net/2009/10/05/learning-from-data/#comments</comments>
		<pubDate>Mon, 05 Oct 2009 17:00:20 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[health]]></category>

		<guid isPermaLink="false">http://adambosworth.net/?p=191</guid>
		<description><![CDATA[In most fields of human endeavor, there has been a sea-change, a revolution in technology, over the last decade which has gone largely unrecognized or acknowledged outside of the IT industry. It has been in the area of what is known either a machine-learning or data-mining. These are different tactics for accomplishing the same goal [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=191&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>In most fields of human endeavor, there has been a sea-change, a revolution in technology, over the last decade which has gone largely unrecognized or acknowledged outside of the IT industry. It has been in the area of what is known either a machine-learning or data-mining. These are different tactics for accomplishing the same goal &#8211; learning from data.</p>
<p>What makes Google such a formidable competitor in the ads space is machine learning. What makes my bank now able to do such a good job of warning me about possible fraud is machine learning. What makes travel companies so good at pricing is data mining and machine learning. If I were giving any aspiring student going to a university to study computer engineering advice, it would be to focus on this area. It is almost like magic. We see it in subtle ways like NetFlix movie recommendations, but this is just the tip of the iceberg. Beneath the waves, almost every field is moving in this direction. And, these systems are dynamic and rapid. They are constantly learning and constantly improving.</p>
<p>There has been one notable exception. Health care. Machine learning and data mining do require a lot of data. Since you aren&#8217;t able to do controlled double blind randomized experiments, you need enough data to make the conclusions statistically significant in a messy data world. But given enough data, learning can and does happen. We are poised at the beginning of a similar sea-change in health care. As vast amounts of personal health care data start to get collected we will start to learn what is actually effective and what isn&#8217;t for whom. This is really a prerequisite for personalized health. The term is used loosely to mean giving people the personalized advice/treatment that they need based on their data. But the only way to personalize is to know what&#8217;s effective for whom. Some of this will doubtless be based on genomic information. But far more will just be based on looking at what is working for whom based on their conditions, ongoing test results, and treatments.  And this is key. The human body varies tremendously based both on environment and on inheritance. One size doesn&#8217;t fit all.</p>
<p>Until recently, a lot of machine learning from health data has been still-born for 3 reasons:</p>
<ol>
<li>It has been too hard to translate what is known about personalized medicine from research into clinical practice. This is known as the &#8220;translation&#8221; problem. But online tools that do know these things are going to rapidly change this failure in translation in the decade to come.</li>
<li>There hasn&#8217;t been nearly enough data because almost no data was automated and, even when it was, it wasn&#8217;t tracking the data over the individual and their treatment plan. Instead, it was tracking the order over the insurance number and the practice because that&#8217;s where the money was. Between ARRA&#8217;s meaningful use mandates which are going to force tracking against the patient and the burgeoning consumer movement to take charge of their own health as the system increasingly limits their access to continuous care from physicians, this lack of data is going to change at least as profoundly in the decade to come.</li>
<li>There was no money in giving consumers personalized treatment and indeed movements against it, both the population studies (witness the debates right now about diabetics being told to lower their blood sugar) and because the doctor&#8217;s weren&#8217;t paid for outcomes. But consumers are going to demand the treatment for the best outcome. Also we&#8217;re learning that often, it will cost less. Often the standard care given is too much treatment, so brilliantly called out in the book &#8220;<a title="How we spend too much on treatment" href="http://www.amazon.com/Overtreated-Medicine-Making-Sicker-Poorer/dp/1582345805/ref=pd_bbs_sr_1/104-1917648-6293557?ie=UTF8&amp;s=books&amp;qid=1185203905&amp;sr=8-1" target="_blank">Overtreated</a>&#8221; and, paradoxically, your outcomes are better as the cost goes down, not up.  Back surgery tends to be a post-child for this, also called out well in the book &#8220;<a title="How the system encourages the wrong things" href="http://www.amazon.com/Flatlined-Resuscitating-American-Guy-Clifton/dp/0813544289" target="_blank">Flatlined</a>&#8220;. We are going to be forced to figure out how to be more cost-effective, and more effective in general in treating illness.</li>
</ol>
<p>All the systems emerging to help consumers get personalized advice and information about their health are going to be incredible treasure troves of data about what works. And this will be a virtuous cycle. As the systems learn, they will encourage consumers to increasingly flow data into them for better more personalized advice and encourage physicians to do the same and then this data will help these systems to learn even more rapidly. I predict now that within a decade, no practicing physician will consider treating their patients without the support/advice of the expertise embodied in the machine learning that will have taken place. And finally, we will truly move to an evidence based health care system.</p>
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		<title>A viscious lie</title>
		<link>http://adambosworth.net/2009/08/30/a-viscious-lie/</link>
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		<pubDate>Sun, 30 Aug 2009 17:10:23 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
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		<description><![CDATA[What the Republicans are doing now with regard to the health bill is a classic tactic used by scum everywhere through history. It is the big lie and the vicious lie. Hitler used this tactic over and over again in gaining power in the third Reich. And the real truth is beautifully described by NICHOLAS [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=185&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>What the Republicans are doing now with regard to the health bill is a classic tactic used by scum everywhere through history. It is the big lie and the vicious lie. Hitler used this tactic over and over again in gaining power in the third Reich. And the real truth is beautifully described by <a title="The truth" href="http://www.nytimes.com/2009/08/30/opinion/30kristof.html?_r=1&amp;em" target="_blank">NICHOLAS D. KRISTOF</a> in the New York Times.</p>
<p>This is a personal issue to me and thus makes me particularly angry. When my poor mother finally turned the tide for the worse in her battle with Ovarian cancer, she was diagnosed at the Hutch in Seattle. I had to fight, almost physically, to get her out of a hospital 3,000 miles from her beloved apartment in NYC and back home to the apartment where she wanted to end her days. I almost had to medivac her before she recovered just enough to get her discharged and onto a wheelchair and thus onto a plane back to NYC. Once in NYC, I brought her into Sloan Kettering Memorial Hospital which had treated her well while treatment worked, but once it was clear that all options had ended and she only had a couple of months left, they and the current medical system left her and us terribly adrift. They basically sent an old lady away to die and confront fear and pain without any offer whatsoever of home help. They gave her a complicated regime for the painkillers and other meds that even the visiting nurses of NY (who were saints) couldn&#8217;t administer and Sloan offered no help in finding the &#8220;High Tech&#8221; nurses we required for my mothers care. We went through fear, pain and panic for the next couple of days trying to help her follow the meds regime they had given us on discharge which it turned out, even the visiting nurses of NY (saints!) couldn&#8217;t follow. I finally found some along with the help of an extraordinary friend of my mothers who had been an ICU nurse and we managed for the next 2 months until her last few days when she chose to go into a hospice. But the modern health care system tried hard to have her die in the hospital at a cost of 1,000&#8217;s of dollars a day when all she wanted was to be at home, pain-free, among friends. For that, not a penny. Her hospital never even called to see how she was doing.  And this is what the Republicans are trying to protect &#8211; this soulless cruel heartless vicious system. They should be ashamed. I am ashamed of them.</p>
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		<title>Aspen Health forum</title>
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		<pubDate>Mon, 10 Aug 2009 23:44:43 +0000</pubDate>
		<dc:creator>adambosworth</dc:creator>
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		<description><![CDATA[I was at the Aspen Health Forum last week listening to a really diverse crowd talk about health care in the US and doing a bit of talking of my own.  I was talking about the importance of giving us all the right to our health data online, a topic I&#8217;ve posted about with many [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=adambosworth.net&blog=1813094&post=181&subd=adambosworth&ref=&feed=1" />]]></description>
			<content:encoded><![CDATA[<br /><p>I was at the Aspen Health Forum last week listening to a really diverse crowd talk about health care in the US and doing a bit of <a title="Adam Bosworth at Aspen Health Forum" href="http://video.aspeninstitute.org/2009/08/aspen-health-forum-2009-body.html" target="_blank">talking of my own</a>.  I was talking about the importance of giving us all the right to our health data online, a topic I&#8217;ve posted about with many others on <a title="Health Data Rights" href="http://healthdatarights.org" target="_blank">healthdatarights.org</a> and my talk fit right into the<a title="Aspen Videos" href="http://www.aspenhealthforum.org/video" target="_blank"> larger topic</a> of how personalization can help to transform medicine which can be found if you scroll down to the &#8220;Big Idea &#8211; the body&#8221;.</p>
<p>The theme of the conference was a more holistic one and included a truly wonderful talk by Mehmet Oz about overall health and wellness as well sessions on play, food, and sex. People forget how much of illness is caused by stress and how important it is to find ways in your life to just enjoy the world you live in.  None of us can completely avoid stress, but all of us should strive to balance our drive to succeed with the need to stop and smell the roses. Of course the conference on all this started every day at 7:45 AM and finished at 10:00 PM and this was a weekend, but the intentions were good.</p>
<p>If you want to know what I said there and would prefer to read than listen, here is the text of the talk I gave at the Aspen Health Forum.</p>
<p>__________________________________________________________________________________</p>
<p>There is a lot of talk about improving health care. And there is a lot to improve.</p>
<p><strong>Inadequate Evidence</strong>: We don&#8217;t know enough about what works. We should require sharing of population statistics across practices and hospitals in order to better determine what works for whom. We should reward practices and hospitals that are delivering the best most cost-effective long-term outcomes and penalize those that deliver the worst.</p>
<p><strong>Overtreated</strong>: Doctors often don&#8217;t know what the evidence suggests that they should do. Often even when they do they don&#8217;t do it not because of careful clinical thought but habit. The book Overtreated makes this painfully clear. We need to reward/encourage doctors based on long-term outcomes, not pills and procedures.</p>
<p><strong>Flatlined</strong>: Payment is skewed away from the people who should be the coaches for consumers, the primary care physicians, because of a model that pays for the complexity of a procedure rather than for the cost-effectiveness of it. This model has encouraged countless unnecessary spinal fusions, stents, and other expensive procedures and discouraged any form of preventive medicine, patient jawboning or oversight. We need to reward/encourage doctors based on cost-effective long-term outcomes, not on difficultly of procedure. The book Flatlined makes this point incredibly clear.</p>
<p><strong>No PCP &lt;-&gt; Patient time</strong>: Doctors can&#8217;t jawbone their patients anyway. In the old days, primary care physicians jaw-boned their patients. But that took time and energy, neither of which they have today when they have 30% increased patient loads. So they don&#8217;t. And people who should be healthy end up with joint replacements, depression, stress, heart disease, diabetes, gestational diabetes, and increased risks of cancer. And in so doing, the life-style related diseases cost us over $3 Billion a day.<br />
<strong><br />
Lifestyle</strong>: And the patients need jawboning badly. A key reason that our health care costs are out of control are consumer&#8217;s life styles and ignorance and lack of skin in the game. Patients literally do not know how to be healthy, have no sense of the implicit costs of being unhealthy, and have no incentives to be healthier short of chronic pain. up to 70% of our costs are due to life-style related diseases with obesity and inactivity and poor eating choices being key ones. 23 years ago, only 7 states had an obesity rate over 15%. Today only one state is under 20% and that majority are 25% or over. We have a wave of diabetics who don&#8217;t really take care of themselves leading to amputations, blindness, renal failure, heart disease, and other terrible consequences and costs.</p>
<p>They need more than jawboning. They need tools.</p>
<p>I dream of a day when everyone has online access to their health and wellness plan &#8211; Not their sickness plan, but their <em>health &amp; wellness</em> Care Plan, <em>personalized</em> and tailored to their specific health data, their needs, their goals and  their realities.<br />
I dream of a day when we don&#8217;t publish books about how to stay healthy, we publish personalized health &amp; wellness Care Plans written by the best in the business, experts in their fields, but augmented by the feedback and realities of online engagement with their customers as the authors and experts determine what works for whom.<br />
I dream of a day when we truly know which Care Plans work for whom because we have been able to <em>measure</em> which do.<br />
I dream of a day when consumers talk about their health score as today, they might talk about their handicap or FICO score and work with trainers to lower it as they do their handicap<br />
I dream of a day when their doctors are partners in these Care Plans, not people patients visit when they are sick</p>
<p>We can and will fuel the engine and drive the innovation and payments that will slowly but surely reverse most of these problems.<br />
This dream requires only one thing to make it a reality. One thing that can unblock this logjam. Here is the &#8220;big idea&#8221;.</p>
<p>HealthDataRights.Org</p>
<div>
<h2>A Declaration of Health Data Rights</h2>
<p>In an era when technology allows personal health information to be             more easily stored, updated, accessed and exchanged, the following rights             should be self-evident and inalienable. We the people:</p>
<ol>
<li> Have the right to our own health data</li>
<li> Have the right to know the source of each health data element</li>
<li> Have the right to take possession of a complete copy of our individual               health data, without delay, at minimal or no cost; if data exist in               computable form, they must be made available in that form</li>
<li> Have the right to share our health data with others as we see fit</li>
</ol>
<p>These principles express basic human rights as well as essential elements of health care that is participatory, appropriate and in the interests of each patient. <strong>No law or policy should abridge these rights.</strong><br />
<strong>When we endorse and support these rights, the rest will follow slowly but surely.<br />
</strong></p>
<p><strong>Those of us, all over the world, who can innovate online will deliver to humans the tools that take their data into account and help them best understand and manage their health. We will connect them with your expertise. You will be able to advise, based on their detailed data, not 100&#8217;s of patients, but 100&#8217;s of thousands. We can and will team up with you to make this happen.<br />
</strong></p>
<p><strong>IF we provide incentives for being healthy (e.g. compliant with a regime, not obese, not a smoker, routine exercise, regular preventative care) the rest will follow very quickly.</strong></div>
<p><strong>Why the Declaration of Health Data Rights</strong><br />
Shockingly most doctors don&#8217;t even have the patient&#8217;s data electronically. But the organizations at the source do. Labs and the pharmacies and insurers and the imaging labs do. We empower the consumers to get their health data electronically, rapidly and online. This is the fuel that will fire the engine of consumer health-care because it enables the rise of online tools to help consumers manage their health and work in a participatory manner with others best equipped to help them driven by data and expertise specific to their needs. As human beings, we all have this right. To deny it is to deny healthy living to all. We are in the business of increasing health and this is the tap that must be turned on.</p>
<p><strong>What will this enable.<br />
</strong><br />
<strong>Revolution Deferred</strong>: Next we move the routine and the information out of the doctors hands and into the consumers through these online Care Plans, whether it is getting ready for a visit, discharge, or managing a chronic disease. The internet has profoundly revolutionized every other business moving all routine work into the consumers hands, but giving them choices, flexibility, and transparent information. Travel. Banking. Books. Movies. Eating. Only in health care is this revolution deferred. We must move health care out of the 19th century and into the 21st. Then we will harness the creative talents of tens of thousands all across the world. What&#8217;s more, it will enable us to measure what works for whom in a computable fashion. It is unacceptable that this hasn&#8217;t already happened.</p>
<p><strong>Health Coaches anywhere</strong>: We allow people anywhere to provide expertise online to consumers. What sense does it make that only a cardiologist in NY state who may well be out of date and has no incentives to help someone go on a diet/exercise regime is the only one who can treat a patient in NY state? Why can&#8217;t anyone with expertise in heart disease, anywhere in the world, help that patient? They will become the online partners in these health plans.<br />
<strong><br />
Patient Engagement</strong>: The most important of these tools will be Care Plans. They will be the online tools consumers use to know what it means for them to be healthy and how to be healthy. People need the tools and training and support to know what to do, why they should do it, and the encouragement to do it. This is called patient engagement. This is called participatory medicine. Once people have online control over their health data, their medicines and their labs and their images, a myriad of online Care Plans will emerge to help them understand how to be healthy</p>
<p><strong>Incentives</strong>: Lastly, we provide some incentives, even small ones, in the form of lower health care costs, to individuals who are managing their health well as measured/defined by these computable protocols. To anyone who has tried it, a reward of a few $100 / year has a dramatic effect on compliance. Let&#8217;s say that 70MM people aren&#8217;t managing their health well or the health of their children. At $300 / year in incentives (e.g. decreased premiums) that&#8217;s $21 Billion a year or less than 1% of our health care costs IF they in fact become as healthy as they can in which case they save far more than that. We spend that on avoidable life-style related health-care each week right now. The return on that investment would be almost 100:1. It&#8217;s effect will be vastly greater than putting the current behemoth EMR&#8217;s into doctor&#8217;s offices which will often be like giving giant combines to the suburbanite who wants to mow the lawn.  Giving physicians the wrong tool and the wrong incentives will still lead to the wrong result. Giving the consumers the right incentives will drive consumerism throughout the healthcare system and drive the right results, by definition.</p>
<p>All this stems from an incredibly simple idea.</p>
<p>Give consumers the right to a copy of their own health data, without impediment or delay, online in the place of their choice.<br />
We will see the rise of online Health Plans targeted at helping consumers to understand their health and to learn how to be healthy or stay healthy.<br />
We will see the rise of money flowing to consumers, doctors, nutritionists, fitness experts, and health coaches to support the consumers in their efforts.<br />
We will see the system evolve from a sick care system to a health care system, driven by consumer demand.</p>
<p>Why will this work? Because it harnesses the power of the world&#8217;s intelligence, the world&#8217;s online delivery and the worlds innovators &#8211; you &#8211; and rewards you for doing the right thing.<br />
It isn&#8217;t bottle-necked by how many people in medical school become PCP&#8217;s because the online tools massively leverage expertise and remove rote work from physician&#8217;s lives and transcend national borders.</p>
<p>It funnels the money and the talent to what works.</p>
<p>When we all support the declaration of Health Data Rights in deed, not in words, we <em>will</em> change health-care.</p>
<p>Join me in making Health Data Rights a reality, not a dream</p>
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