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	<title>Comments on: Uncovering Some Really Bad Science</title>
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	<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html</link>
	<description>Dispatches from a Small Business</description>
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		<title>By: Jethro</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9085</link>
		<dc:creator>Jethro</dc:creator>
		<pubDate>Fri, 07 Mar 2008 15:34:24 +0000</pubDate>
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		<description>&lt;p&gt;Plus, it&#039;s not just lifestyle that has to be compared across Australia and the US. It&#039;s common knowledge that African-Americans have higher rates of heart disease than European-Americans.  African-Australians are kind of thin on the ground.&lt;/p&gt;

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		<content:encoded><![CDATA[<p>Plus, it&#8217;s not just lifestyle that has to be compared across Australia and the US. It&#8217;s common knowledge that African-Americans have higher rates of heart disease than European-Americans.  African-Australians are kind of thin on the ground.</p>
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		<title>By: NickM</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9084</link>
		<dc:creator>NickM</dc:creator>
		<pubDate>Thu, 17 Jan 2008 03:32:38 +0000</pubDate>
		<guid isPermaLink="false">http://coyote-blog.com/wordpress/2008/01/uncovering-some.html #comment-9084</guid>
		<description>&lt;p&gt;To Ari Tai&#039;s question about the Australian health care system, it is not a simple comparison with the US system. When comparisons are done on preventable errors in hospitals, I have read figures which show that the litigous US system actually makes fewer errors than the Australian (and other)systems. Likewise, if you want or need world&#039;s best practice surgery using the latest hi-tech methods, you will certainly get it in the US. On the other hand, the US system is relatively expensive, and this might well mean some poorer Americans are not using the high quality services that are in theory available to them. Another important metric to look at is life expectancy, which in Australia is at 80.9 and running third to Japan and Switzerland. (see OECD 2005 figures) I suspect the good outcome in Australia is not so much the hospital system as it is the result of large scale public health programs aimed at prevention and early detection of serious conditions such as AIDS, Heart Disease, hypertension, cancer, diabetes and many others. &lt;/p&gt;

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		<content:encoded><![CDATA[<p>To Ari Tai&#8217;s question about the Australian health care system, it is not a simple comparison with the US system. When comparisons are done on preventable errors in hospitals, I have read figures which show that the litigous US system actually makes fewer errors than the Australian (and other)systems. Likewise, if you want or need world&#8217;s best practice surgery using the latest hi-tech methods, you will certainly get it in the US. On the other hand, the US system is relatively expensive, and this might well mean some poorer Americans are not using the high quality services that are in theory available to them. Another important metric to look at is life expectancy, which in Australia is at 80.9 and running third to Japan and Switzerland. (see OECD 2005 figures) I suspect the good outcome in Australia is not so much the hospital system as it is the result of large scale public health programs aimed at prevention and early detection of serious conditions such as AIDS, Heart Disease, hypertension, cancer, diabetes and many others. </p>
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		<title>By: guillaume</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9083</link>
		<dc:creator>guillaume</dc:creator>
		<pubDate>Wed, 16 Jan 2008 10:42:33 +0000</pubDate>
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		<description>&lt;p&gt;Coyote,&lt;br /&gt;
You and several others point to anecdotal evidence (&quot;I was treated once 10 years ago at a hospital in Manchester&quot;) which, if you really want to stick with your &quot;I&#039;m the statistics expert&quot; line, is crap.&lt;br /&gt;
The main difference between European health care systems and the US one is not to be found in the absolute performance of the best care provided by each, but in the ability of each system to treat everybody reasonably well (ie including the uninsured, the poor, the lower middle classes). And, like it or not, from that point of view, the US system sucks.&lt;/p&gt;

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		<content:encoded><![CDATA[<p>Coyote,<br />
You and several others point to anecdotal evidence (&#8220;I was treated once 10 years ago at a hospital in Manchester&#8221;) which, if you really want to stick with your &#8220;I&#8217;m the statistics expert&#8221; line, is crap.<br />
The main difference between European health care systems and the US one is not to be found in the absolute performance of the best care provided by each, but in the ability of each system to treat everybody reasonably well (ie including the uninsured, the poor, the lower middle classes). And, like it or not, from that point of view, the US system sucks.</p>
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		<title>By: coyote</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9082</link>
		<dc:creator>coyote</dc:creator>
		<pubDate>Wed, 16 Jan 2008 06:38:32 +0000</pubDate>
		<guid isPermaLink="false">http://coyote-blog.com/wordpress/2008/01/uncovering-some.html #comment-9082</guid>
		<description>&lt;p&gt;By the way Mahim, you are reading the chart wrong.  I get it that you are backing out the 50% for the US to get an IHD death rate of 100, but then you have to do the same for France, to make it 40.  The whole point is that the authors did not half just the US numbers for IHD, they halved everyone&#039;s&lt;/p&gt;

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		<content:encoded><![CDATA[<p>By the way Mahim, you are reading the chart wrong.  I get it that you are backing out the 50% for the US to get an IHD death rate of 100, but then you have to do the same for France, to make it 40.  The whole point is that the authors did not half just the US numbers for IHD, they halved everyone&#8217;s</p>
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		<title>By: Coyote</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9081</link>
		<dc:creator>Coyote</dc:creator>
		<pubDate>Wed, 16 Jan 2008 06:36:14 +0000</pubDate>
		<guid isPermaLink="false">http://coyote-blog.com/wordpress/2008/01/uncovering-some.html #comment-9081</guid>
		<description>&lt;p&gt;Mahim -&lt;/p&gt;

&lt;p&gt;If you do not understand the problem with the data adjustment for IHD, I am not going to spend my time catching you up on a lifetime of data analysis skills.  Desperately wanting this study to be true and of high quality does not make it so.  Suffice it to say that the folks who conducted the study, by halving all the numbers, changed only the weighting of IHD in the total index, they did not in any way, shape, or form correct for any variations in incidence rate.  I suppose that you could say that reducing the weighting of a faulty variable makes the study better, but then by that logic they should have left it out entirely.&lt;/p&gt;

&lt;p&gt;At the end of the day, to draw the conclusions they want to draw, the only way to do this study is to show each country with a numerator of total deaths from set X of diseases and a denominator of total incidents of set X of diseases, ideally corrected for differences in population age, etc.  &lt;/p&gt;

&lt;p&gt;The study does indeed show that other countries are healthier, say on the heart disease measure.  It tells us nothing about why.  The conclusion that the difference is in the differences in health care systems is not at all supported by the methodology or the data.  In fact, data from other sources should make us strongly suspicious that differences in death rates has MUCH more to do with lifestyles and incidence rates and to some extent even differences in reporting methodologies.&lt;/p&gt;

&lt;p&gt;By the way, I challenge anyone who has lived in both the UK or France AND the US to argue that the US health care is of substantially inferior quality to its European counterparts in terms of keeping one alive.  It just does not pass the smell test.  You might argue that the US system is more of a hassle, or carries more financial risks, but to say that it is worse quality certainly does not fit my experience from being in multiple countries.&lt;/p&gt;

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		<content:encoded><![CDATA[<p>Mahim -</p>
<p>If you do not understand the problem with the data adjustment for IHD, I am not going to spend my time catching you up on a lifetime of data analysis skills.  Desperately wanting this study to be true and of high quality does not make it so.  Suffice it to say that the folks who conducted the study, by halving all the numbers, changed only the weighting of IHD in the total index, they did not in any way, shape, or form correct for any variations in incidence rate.  I suppose that you could say that reducing the weighting of a faulty variable makes the study better, but then by that logic they should have left it out entirely.</p>
<p>At the end of the day, to draw the conclusions they want to draw, the only way to do this study is to show each country with a numerator of total deaths from set X of diseases and a denominator of total incidents of set X of diseases, ideally corrected for differences in population age, etc.  </p>
<p>The study does indeed show that other countries are healthier, say on the heart disease measure.  It tells us nothing about why.  The conclusion that the difference is in the differences in health care systems is not at all supported by the methodology or the data.  In fact, data from other sources should make us strongly suspicious that differences in death rates has MUCH more to do with lifestyles and incidence rates and to some extent even differences in reporting methodologies.</p>
<p>By the way, I challenge anyone who has lived in both the UK or France AND the US to argue that the US health care is of substantially inferior quality to its European counterparts in terms of keeping one alive.  It just does not pass the smell test.  You might argue that the US system is more of a hassle, or carries more financial risks, but to say that it is worse quality certainly does not fit my experience from being in multiple countries.</p>
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		<title>By: Robert Merkel</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9080</link>
		<dc:creator>Robert Merkel</dc:creator>
		<pubDate>Wed, 16 Jan 2008 04:10:53 +0000</pubDate>
		<guid isPermaLink="false">http://coyote-blog.com/wordpress/2008/01/uncovering-some.html #comment-9080</guid>
		<description>&lt;p&gt;How do you explain Australia&#039;s excellent performance, then, given that its &quot;lifestyle factors&quot; (along with Canada&#039;s) are probably the most similar to the USA amongst all the countries studied?&lt;/p&gt;

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		<content:encoded><![CDATA[<p>How do you explain Australia&#8217;s excellent performance, then, given that its &#8220;lifestyle factors&#8221; (along with Canada&#8217;s) are probably the most similar to the USA amongst all the countries studied?</p>
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		<title>By: Ari Tai</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9079</link>
		<dc:creator>Ari Tai</dc:creator>
		<pubDate>Mon, 14 Jan 2008 11:23:43 +0000</pubDate>
		<guid isPermaLink="false">http://coyote-blog.com/wordpress/2008/01/uncovering-some.html #comment-9079</guid>
		<description>&lt;p&gt;re: IHD reduction.&lt;/p&gt;

&lt;p&gt;Perhaps without reduction the results would have been ludicrous, v. just outrageous (difference between being usable by Mr. Friedman v. not).&lt;/p&gt;

&lt;p&gt;We should also insist that studies that inform health policy meet, at a minimum, the every higher drug pharma bar.  i.e. double blind tests, independent analysis, effectively 10 year cooling off periods.  (only half in jest).  What&#039;s good for the goose, ...&lt;/p&gt;

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		<content:encoded><![CDATA[<p>re: IHD reduction.</p>
<p>Perhaps without reduction the results would have been ludicrous, v. just outrageous (difference between being usable by Mr. Friedman v. not).</p>
<p>We should also insist that studies that inform health policy meet, at a minimum, the every higher drug pharma bar.  i.e. double blind tests, independent analysis, effectively 10 year cooling off periods.  (only half in jest).  What&#8217;s good for the goose, &#8230;</p>
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		<title>By: Jason</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9078</link>
		<dc:creator>Jason</dc:creator>
		<pubDate>Mon, 14 Jan 2008 01:02:51 +0000</pubDate>
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		<description>&lt;p&gt;Mahim,&lt;/p&gt;

&lt;p&gt;You are confused, perhaps in part because you are talking about numbers of mortalities rather than mortality rates.  If the contribution of lifestyle to the U.S. IHD mortality rate is, say, 30% of the total, and the contribution of lifestyle to the French IHD mortality rate is, say, 20% of the total, then to control for the contribution of lifestyle for each country you must reduce the U.S. rate by 30% but the French rate by only 20%.   I don&#039;t think this is exactly hard to grasp.&lt;/p&gt;

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		<content:encoded><![CDATA[<p>Mahim,</p>
<p>You are confused, perhaps in part because you are talking about numbers of mortalities rather than mortality rates.  If the contribution of lifestyle to the U.S. IHD mortality rate is, say, 30% of the total, and the contribution of lifestyle to the French IHD mortality rate is, say, 20% of the total, then to control for the contribution of lifestyle for each country you must reduce the U.S. rate by 30% but the French rate by only 20%.   I don&#8217;t think this is exactly hard to grasp.</p>
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		<title>By: Mahim</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9077</link>
		<dc:creator>Mahim</dc:creator>
		<pubDate>Mon, 14 Jan 2008 00:14:44 +0000</pubDate>
		<guid isPermaLink="false">http://coyote-blog.com/wordpress/2008/01/uncovering-some.html #comment-9077</guid>
		<description>&lt;p&gt;I&#039;m having a hard time understanding your outrage over the adjustment to the IHD numbers. A plausible case can be made about the validity of the adjustment from either side. To wit,&lt;/p&gt;

&lt;p&gt;A: 100 people per million die from IHD in the US, and only 20 per million in France.&lt;/p&gt;

&lt;p&gt;B: That is bullshit, most of the difference could be from lifestyle issues.&lt;/p&gt;

&lt;p&gt;A: Fine, we will attribute 50 deaths per million from the US numbers and 10 deaths per million from the French numbers to lifestyle-related causes, and deduct them from our numbers.&lt;/p&gt;

&lt;p&gt;B: This is bullshit! You just reduced both numbers by 50%! Surely a greater proportion of US deaths should be because of lifestyle-related reasons.&lt;/p&gt;

&lt;p&gt;C: This is bullshit! You attributed 5 times as many US deaths to lifestyle reasons as you did French deaths! How can you say lifestyle has so big an influence in the US compared to France?&lt;/p&gt;

&lt;p&gt;I don&#039;t find either argument more compelling than the other. Therefore, I can only conclude that the adjustment is a reasonable thing to do.&lt;/p&gt;

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		<content:encoded><![CDATA[<p>I&#8217;m having a hard time understanding your outrage over the adjustment to the IHD numbers. A plausible case can be made about the validity of the adjustment from either side. To wit,</p>
<p>A: 100 people per million die from IHD in the US, and only 20 per million in France.</p>
<p>B: That is bullshit, most of the difference could be from lifestyle issues.</p>
<p>A: Fine, we will attribute 50 deaths per million from the US numbers and 10 deaths per million from the French numbers to lifestyle-related causes, and deduct them from our numbers.</p>
<p>B: This is bullshit! You just reduced both numbers by 50%! Surely a greater proportion of US deaths should be because of lifestyle-related reasons.</p>
<p>C: This is bullshit! You attributed 5 times as many US deaths to lifestyle reasons as you did French deaths! How can you say lifestyle has so big an influence in the US compared to France?</p>
<p>I don&#8217;t find either argument more compelling than the other. Therefore, I can only conclude that the adjustment is a reasonable thing to do.</p>
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		<title>By: Jason</title>
		<link>http://www.coyoteblog.com/coyote_blog/2008/01/uncovering-some.html/comment-page-1#comment-9076</link>
		<dc:creator>Jason</dc:creator>
		<pubDate>Sun, 13 Jan 2008 22:19:19 +0000</pubDate>
		<guid isPermaLink="false">http://coyote-blog.com/wordpress/2008/01/uncovering-some.html #comment-9076</guid>
		<description>&lt;p&gt;kj,&lt;/p&gt;

&lt;p&gt;&lt;i&gt;Your criticism is interesting but you fail to explain why the other 18 countries saw greater improvement in amenable mortality than the U.S. I hope you would concede that this relative non-improvement by the U.S. is clearly relevant and quite damning.&lt;/i&gt;&lt;/p&gt;

&lt;p&gt;It&#039;s not damning at all.  It could be any number of things that have nothing to do with the health care system.  It could largely be a matter of diminishing returns.&lt;/p&gt;

&lt;p&gt;&lt;i&gt;And although the 50% reduction in IHD is hardly the best method to correct for lifestyle you make it sound like it has no effect on the results when it quite obviously does effectively making IHD less of a factor in the total number and thus being a correction of sorts for the totals.&lt;/i&gt;&lt;/p&gt;

&lt;p&gt;No, it&#039;s not a correction of any sort.  It&#039;s nonsense.  The whole point of lifestyle and other variables is that they are &lt;i&gt;variable&lt;/i&gt;.  Their contribution differs between different countries.  So just reducing the contribution attributed to health care by the same percentage for each country is meaningless as a correction for other variables influencing mortality.&lt;/p&gt;

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		<content:encoded><![CDATA[<p>kj,</p>
<p><i>Your criticism is interesting but you fail to explain why the other 18 countries saw greater improvement in amenable mortality than the U.S. I hope you would concede that this relative non-improvement by the U.S. is clearly relevant and quite damning.</i></p>
<p>It&#8217;s not damning at all.  It could be any number of things that have nothing to do with the health care system.  It could largely be a matter of diminishing returns.</p>
<p><i>And although the 50% reduction in IHD is hardly the best method to correct for lifestyle you make it sound like it has no effect on the results when it quite obviously does effectively making IHD less of a factor in the total number and thus being a correction of sorts for the totals.</i></p>
<p>No, it&#8217;s not a correction of any sort.  It&#8217;s nonsense.  The whole point of lifestyle and other variables is that they are <i>variable</i>.  Their contribution differs between different countries.  So just reducing the contribution attributed to health care by the same percentage for each country is meaningless as a correction for other variables influencing mortality.</p>
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