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	<title>Comments on: How to Create Meaningful Safety Graphs</title>
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	<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/</link>
	<description>Lean Manufacturing, Six Sigma, Lean Six Sigma, and Kaizen</description>
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		<title>By: Ron Pereira</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-6490</link>
		<dc:creator>Ron Pereira</dc:creator>
		<pubDate>Thu, 09 Jun 2011 22:15:24 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-6490</guid>
		<description>Sharon, the Individuals Chart will work for about any process out there.  Be sure to read Wheeler&#039;s book called &quot;Understanding Variation.&quot;  It&#039;s excellent.</description>
		<content:encoded><![CDATA[<p>Sharon, the Individuals Chart will work for about any process out there.  Be sure to read Wheeler&#8217;s book called &#8220;Understanding Variation.&#8221;  It&#8217;s excellent.</p>
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		<title>By: Sharon</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-6469</link>
		<dc:creator>Sharon</dc:creator>
		<pubDate>Fri, 03 Jun 2011 22:57:14 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-6469</guid>
		<description>I am new to this site and am honestly attempting to understand statistics.  I am in healthcare and most of the data I look at is centered around compliance and patient safety...i.e.  number of History and Physicals not completed by surgeon prior to patient having surgery...or number of times medication reconciliation was not done upon discharge of the patient,  number of central line infections for each unit with a census that varies.    My world is so different than manufacturing and I am wanting to learn what type of control chart to use for healthcare data that does not fit into the typical box of examples given. 

What type of graphs would I use for the above  scenarios?  Thank you.  Sharon</description>
		<content:encoded><![CDATA[<p>I am new to this site and am honestly attempting to understand statistics.  I am in healthcare and most of the data I look at is centered around compliance and patient safety&#8230;i.e.  number of History and Physicals not completed by surgeon prior to patient having surgery&#8230;or number of times medication reconciliation was not done upon discharge of the patient,  number of central line infections for each unit with a census that varies.    My world is so different than manufacturing and I am wanting to learn what type of control chart to use for healthcare data that does not fit into the typical box of examples given. </p>
<p>What type of graphs would I use for the above  scenarios?  Thank you.  Sharon</p>
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		<title>By: Eric H</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-2780</link>
		<dc:creator>Eric H</dc:creator>
		<pubDate>Sun, 07 Dec 2008 04:36:18 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-2780</guid>
		<description>Random thoughts:

1) I agree that some kind of accident ratio is in order. Per mile driven? Per trip taken? Seems like there is a SS measure of &quot;opportunities for error&quot; measure there. 0 sounds like a great goal, but there is some context. If that&#039;s your goal and you&#039;re a roofing contractor, you are always staring at evidence of your failure even though you might be smashing the industry average. If you operate an insurance claims office and you&#039;re seeing 5 accidents per year among your adjusters, you really are failing.

2) Safety theory (whatever that may be) suggests that for every bad accident, there are X minor ones and Y near hits. I have seen encouragement to keep track of all of the misses as well as the hits. Maybe overkill? Still, whenever you&#039;re measuring teeny little numbers, you aren&#039;t measuring anything useful. I have a sore spot on this because my mgt sometimes looks past my months on end with no injuries, then we have a spate of unrelated things, and they say, &quot;3 last year, 6 this year - your injury rates have doubled!&quot; Yes, random variation looks bad when you put it like that.</description>
		<content:encoded><![CDATA[<p>Random thoughts:</p>
<p>1) I agree that some kind of accident ratio is in order. Per mile driven? Per trip taken? Seems like there is a SS measure of &#8220;opportunities for error&#8221; measure there. 0 sounds like a great goal, but there is some context. If that&#8217;s your goal and you&#8217;re a roofing contractor, you are always staring at evidence of your failure even though you might be smashing the industry average. If you operate an insurance claims office and you&#8217;re seeing 5 accidents per year among your adjusters, you really are failing.</p>
<p>2) Safety theory (whatever that may be) suggests that for every bad accident, there are X minor ones and Y near hits. I have seen encouragement to keep track of all of the misses as well as the hits. Maybe overkill? Still, whenever you&#8217;re measuring teeny little numbers, you aren&#8217;t measuring anything useful. I have a sore spot on this because my mgt sometimes looks past my months on end with no injuries, then we have a spate of unrelated things, and they say, &#8220;3 last year, 6 this year &#8211; your injury rates have doubled!&#8221; Yes, random variation looks bad when you put it like that.</p>
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		<title>By: Ron Pereira</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-2774</link>
		<dc:creator>Ron Pereira</dc:creator>
		<pubDate>Wed, 03 Dec 2008 21:52:17 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-2774</guid>
		<description>Hi David, well you could take a similar approach for the different categories and as far as having more than 1 accident in a day you would simply divide 2/(days since last incident) * 365.  Again, you could work the hours into the formula as well if this makes sense.

In the end, I prefer to keep things real simple.  Also, I think we all need to be careful with tracking too many things since this often leads to analysis paralysis.  In other words, we spend more time making graphs than focusing on how to make the work place safer and more effective.

Thanks for the comment!</description>
		<content:encoded><![CDATA[<p>Hi David, well you could take a similar approach for the different categories and as far as having more than 1 accident in a day you would simply divide 2/(days since last incident) * 365.  Again, you could work the hours into the formula as well if this makes sense.</p>
<p>In the end, I prefer to keep things real simple.  Also, I think we all need to be careful with tracking too many things since this often leads to analysis paralysis.  In other words, we spend more time making graphs than focusing on how to make the work place safer and more effective.</p>
<p>Thanks for the comment!</p>
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		<title>By: David King</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-2772</link>
		<dc:creator>David King</dc:creator>
		<pubDate>Wed, 03 Dec 2008 20:11:43 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-2772</guid>
		<description>Ron,

What type of approach would you take to display your safety information when you have multiple accidents in one day and you are also keeping track of multiple safety categories, i.e. near misses, first aids, recordable injuries, lost time injuries, cumulative total recordable injuries (recordable + lost time) and hours worked for the month?

Here is a examlple of how we publish our safety data:

Month	First Aids	Rec. InjuryLost Time	Total Rec	Cum. TRI	Hrs Worked
1/5/08	12	2	0	2	5.15	388326
2/5/08	14	0	0	0	2.69	353885
3/5/08	14	1	1	2	3.48	408362
4/5/08	8	0	1	1	3.22	400591
5/5/08	10	3	0	3	4.09	405722
6/5/08	19	1	1	2	4.15	453344
7/5/08	9	0	1	1	3.9	409834</description>
		<content:encoded><![CDATA[<p>Ron,</p>
<p>What type of approach would you take to display your safety information when you have multiple accidents in one day and you are also keeping track of multiple safety categories, i.e. near misses, first aids, recordable injuries, lost time injuries, cumulative total recordable injuries (recordable + lost time) and hours worked for the month?</p>
<p>Here is a examlple of how we publish our safety data:</p>
<p>Month	First Aids	Rec. InjuryLost Time	Total Rec	Cum. TRI	Hrs Worked<br />
1/5/08	12	2	0	2	5.15	388326<br />
2/5/08	14	0	0	0	2.69	353885<br />
3/5/08	14	1	1	2	3.48	408362<br />
4/5/08	8	0	1	1	3.22	400591<br />
5/5/08	10	3	0	3	4.09	405722<br />
6/5/08	19	1	1	2	4.15	453344<br />
7/5/08	9	0	1	1	3.9	409834</p>
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		<title>By: Ron Pereira</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-2771</link>
		<dc:creator>Ron Pereira</dc:creator>
		<pubDate>Wed, 03 Dec 2008 03:18:46 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-2771</guid>
		<description>Hi Adam, thanks for the comment.  

I am not sure I completely agree on the first point about people trying to normalize are attempting to twist data.  Truth be told, I am not a big fan of normalizing data but will admit there are some situations where it is valid and makes sense.

With this said, I do agree that 0 accidents should always be our goal no matter the size or complexity of the business.</description>
		<content:encoded><![CDATA[<p>Hi Adam, thanks for the comment.  </p>
<p>I am not sure I completely agree on the first point about people trying to normalize are attempting to twist data.  Truth be told, I am not a big fan of normalizing data but will admit there are some situations where it is valid and makes sense.</p>
<p>With this said, I do agree that 0 accidents should always be our goal no matter the size or complexity of the business.</p>
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		<title>By: Adam Mooty</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-2770</link>
		<dc:creator>Adam Mooty</dc:creator>
		<pubDate>Wed, 03 Dec 2008 03:07:03 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-2770</guid>
		<description>normalizing is done by people attempting to twist data to suit their needs.  so while it would seem to make sense to allow for more accidents if more hours are worked i think this is what you would call a slippery slope.  with this said, my company does take hours into account but i think simply counting lost time events as shown above is probably best.  our goal, no matter how big or small the company or how many hours worked, should be always be 0 accidents.</description>
		<content:encoded><![CDATA[<p>normalizing is done by people attempting to twist data to suit their needs.  so while it would seem to make sense to allow for more accidents if more hours are worked i think this is what you would call a slippery slope.  with this said, my company does take hours into account but i think simply counting lost time events as shown above is probably best.  our goal, no matter how big or small the company or how many hours worked, should be always be 0 accidents.</p>
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		<title>By: Ron Pereira</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-2769</link>
		<dc:creator>Ron Pereira</dc:creator>
		<pubDate>Wed, 03 Dec 2008 02:46:12 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-2769</guid>
		<description>Hi Tom, welcome to LSS Academy!  If understand your question... I think you are referring to the moving range (i.e. the bottom part of the graph).  If so, this is not an average of an average.  Instead it is simply graphing the difference between the data points.  So, for example, if you look at the first two data points we calculate and graph a moving range of 12.26 (15.21 - 2.85).  This is actually extremely useful information as sometimes this &quot;range&quot; can move out of control.  Does this make sense?

Hi Jason, you bring up some valid points, especially the hours worked aspect.  With this said, an accident is an accident and just because more &quot;hours&quot; were worked doesn&#039;t mean we should accept more accidents or try to &quot;normalize&quot; them away.  Finally, I think my approach is probably best suited as a plant level metric and not necessarily a &quot;division&quot; level metric for the very reasons you noted.  Great comment, as usual.</description>
		<content:encoded><![CDATA[<p>Hi Tom, welcome to LSS Academy!  If understand your question&#8230; I think you are referring to the moving range (i.e. the bottom part of the graph).  If so, this is not an average of an average.  Instead it is simply graphing the difference between the data points.  So, for example, if you look at the first two data points we calculate and graph a moving range of 12.26 (15.21 &#8211; 2.85).  This is actually extremely useful information as sometimes this &#8220;range&#8221; can move out of control.  Does this make sense?</p>
<p>Hi Jason, you bring up some valid points, especially the hours worked aspect.  With this said, an accident is an accident and just because more &#8220;hours&#8221; were worked doesn&#8217;t mean we should accept more accidents or try to &#8220;normalize&#8221; them away.  Finally, I think my approach is probably best suited as a plant level metric and not necessarily a &#8220;division&#8221; level metric for the very reasons you noted.  Great comment, as usual.</p>
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		<title>By: Jason</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-2768</link>
		<dc:creator>Jason</dc:creator>
		<pubDate>Wed, 03 Dec 2008 00:26:39 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-2768</guid>
		<description>I see this a lot in executive presentations. I don&#039;t know how it&#039;s a useful measurement tool when it&#039;s something like 1 in the entire division over the course of a year. 

Something like accidents/hours worked would be a better measurement and allow for &quot;normalizing&quot; if hours significantly increased - say through an acquisition or some such.</description>
		<content:encoded><![CDATA[<p>I see this a lot in executive presentations. I don&#8217;t know how it&#8217;s a useful measurement tool when it&#8217;s something like 1 in the entire division over the course of a year. </p>
<p>Something like accidents/hours worked would be a better measurement and allow for &#8220;normalizing&#8221; if hours significantly increased &#8211; say through an acquisition or some such.</p>
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		<title>By: tom</title>
		<link>http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/comment-page-1/#comment-2767</link>
		<dc:creator>tom</dc:creator>
		<pubDate>Wed, 03 Dec 2008 00:05:17 +0000</pubDate>
		<guid isPermaLink="false">http://lssacademy.com/2008/12/02/how-to-create-meaningful-safety-graphs/#comment-2767</guid>
		<description>I&#039;m new to this forum and found this quite interesting.  My one question is why do you have a mean of the moving average?  
This seems very misleading and perhaps unhelpful.  
The moving average is already averaging data for you why would you average it again?</description>
		<content:encoded><![CDATA[<p>I&#8217;m new to this forum and found this quite interesting.  My one question is why do you have a mean of the moving average?<br />
This seems very misleading and perhaps unhelpful.<br />
The moving average is already averaging data for you why would you average it again?</p>
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