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<channel>
 <title>economic geography</title>
 <link>http://www.newgeography.com/category/blog-topics/economic-geography</link>
 <description>The taxonomy view with a depth of 0.</description>
 <language>en</language>
<item>
 <title>Book Review: &quot;The Fate of the States: The New Geography of American Prosperity&quot; by Meredith Whitney</title>
 <link>http://www.newgeography.com/content/003927-book-review-the-fate-states-the-new-geography-american-prosperity-meredith-whitney</link>
 <description>&lt;p&gt;In December  2010, Meredith Whitney, the financial analyst, appeared on 60 Minutes, where  she predicted that the United States would see between 50 and 100 defaults of  municipal bonds. Since she was one of the earliest analysts to predict the financial  meltdown, publishing a research report in October 2007 that said that because  of mortgage losses Citigroup might have to cut its dividend, it was not  surprising that her statement attracted a great deal of attention, but also  significant pushback from industry representatives, who insisted that municipal  bonds were safe.  This book, &amp;quot;&lt;a href=&quot;http://www.amazon.com/gp/product/159184570X/ref=as_li_ss_tl?ie=UTF8&amp;amp;camp=1789&amp;amp;creative=390957&amp;amp;creativeASIN=159184570X&amp;amp;linkCode=as2&amp;amp;tag=newgeogrcom-20&quot;&gt;Fate of the States: The New Geography of American Prosperity&lt;/a&gt;&amp;quot; is her effort  to elaborate on that call.     &lt;/p&gt;
&lt;p&gt;Whitney  begins her analysis with a review of the housing bubble and banking crisis,  which by now is well trod ground, but she does so in a highly informed and  balanced way.  Where some commentators  want to place most of the blame on government, others on Wall Street, and yet  others on the Federal Reserve Bank for keeping interest rates too low for too  long, she argues that everyone behaved badly.   The self-destructive behavior that she witnessed on the part of many  banks and financial institutions during this period remains an enduring and  puzzling part of the story.   &lt;/p&gt;
&lt;p&gt;Readers of &lt;em&gt;New Geography&lt;/em&gt; will be familiar with two  of the themes that she articulates.  One  is the rise of a zone of prosperity from the Gulf Coast through the heartland  and up to North Dakota that has been built on pro-active energy policy and  strong global demand for agricultural commodities.  A second theme she articulates is the striking  disparity in the cost of living between states like California and New Jersey compared  with far more affordable states like Texas.   Low cost states, she says, will continue to attract new investment and  jobs.&lt;/p&gt;
&lt;p&gt;In arguably  the core section of the book, she explains how the housing bubble interacted  with banking and government to create what she calls &amp;ldquo;The Negative Feedback  Loop from Hell.&amp;rdquo;  By way of background, it  should be noted that the underlying economics of banking are unusual.   As economist Joseph Stiglitz demonstrated in  the 1980s, the price of money does not necessarily clear markets.  Instead, banks often employ credit rationing  in order to control risk.  As she argues,  this is exactly what happened in the states where the housing bubble inflated  the most. These are the states where the subsequent economic decline was the  greatest.    &lt;/p&gt;
&lt;p&gt;As Whitney  shows, it was also these states, where government officials handed out the most  generous pay packages, including large back loaded pensions. On top of that,  these states often piled on the most government debt, which nearly doubled  between 2000 and 2010.  The result has  been significant retrenchment on core government services, from police and fire  protection to public education. In her view, this is the negative feedback loop  from hell, and the reason that she believes that fiscal stress will continue  for a long period of time.&lt;/p&gt;
&lt;p&gt;As the fight  for limited resources works itself out, she believes that besides government there  will be three parties at the negotiating table. Two are straightforward enough:  the bondholders, who expect to be paid back the money they lent, and the public  sector employees, who expect to receive the pensions they were promised. But  she also sees a third party. Writing shortly before the bankruptcy in Detroit,  she presciently recognized that citizens will also have a claim on resources, arguing  that they need and deserve the services that government is supposed to provide.&lt;/p&gt;
&lt;p&gt;Although the  sub title of the book mentions geography, Whitney largely dismisses what a contemporary  textbook on economics and geography calls the &amp;ldquo;&lt;em&gt;who&lt;/em&gt;, &lt;em&gt;why&lt;/em&gt;, and &lt;em&gt;where &lt;/em&gt;of the location of economic  activity.&amp;rdquo; This is not surprising. There are probably few people who are aware that  this branch of economics even exists.   (Among professional economists, more attention has been paid in recent  years with the advent of New Economic Geography as championed by Paul Krugman, although,  ironically, empirical research indicates that key elements of  of Krugman&amp;rsquo;s theoretical work are almost  certainly wrong.)&lt;/p&gt;
&lt;p&gt;While  Whitney rightly focuses on the economic growth that distinguishes many of the  states in the central corridor of the country, she cites data that shows that most  economic activity continues to occur elsewhere.   She observes, &amp;ldquo;These so-called flyover states contributed 25 percent of  U.S. GDP in 2011, up from 23 percent in 1999.&amp;rdquo; That is nearly a 10 percent  increase, but obviously from a lower base. A current and highly visible example  of the importance of geography is the huge growth in the number of warehouses  along the New Jersey Turnpike, as engineering projects deepen New York harbor  and expand the Panama Canal. Access to water will always be important.    &lt;/p&gt;
&lt;p&gt;Additionally,  I would argue that the issues that Whitney addresses cannot be fully understood  without taking into account the challenges that continue to face older  industrial cities. All economies must constantly re-invent themselves. In the  case of cities with a large industrial legacy, however, intrinsic market  failures caused by asymmetric and imperfect information have made redevelopment  significantly more difficult.  Theoretical  and empirical work in recent years has also shown that joint and several  liability under U.S. environmental law undermines efficient price discovery for  properties that once had an industrial use.       &lt;/p&gt;
&lt;p&gt;These issues  aside, Whitney has written a book that is both provocative and necessary.  Clearly, certain states have instituted policies that are far more effective at  attracting business and new residents. At the same time, other states appear  unable to reform. Perhaps her central insight is that problems associated with  debt can take on a life of their own. Therefore, her message is clear. States  that properly manage their debt and pension obligations will enjoy a prosperous  future. States that do not will encounter severe problems.  Investors and public sector employees take  note.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Eamon Moynihan is the Managing Director for  Public Policy at EcoMax Holdings, a specialty finance company that focuses on  the redevelopment of previously used properties.&lt;/em&gt;&lt;/p&gt;
</description>
 <comments>http://www.newgeography.com/content/003927-book-review-the-fate-states-the-new-geography-american-prosperity-meredith-whitney#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economy">Economy</category>
 <category domain="http://www.newgeography.com/category/blog-topics/state-government">state government</category>
 <category domain="http://www.newgeography.com/category/blog-topics/states">states</category>
 <pubDate>Thu, 12 Sep 2013 12:10:11 -0400</pubDate>
 <dc:creator>Eamon Moynihan</dc:creator>
 <guid isPermaLink="false">3927 at http://www.newgeography.com</guid>
</item>
<item>
 <title>Metro Job Recovery in 2011</title>
 <link>http://www.newgeography.com/content/002727-metro-job-recovery-2011</link>
 <description>&lt;p&gt;The latest BLS release for metro area unemployment has full year   averages for 2011 available, so we can see which cities added the most   jobs last year.  On the whole, it was a much better year for metros than   we’ve seen in the recent past. The national economy added jobs, and all   but two large metros did as well.  New York City added the most jobs of   any region, but given that it is far and away the biggest city in   America, it should do so. NYC ranked only the middle of the pack on a   percentage growth basis. On that measure, Austin, Texas was number one.&lt;/p&gt;
&lt;p&gt;The top percentage gainer in the Midwest region? Detroit, Michigan.   Perhaps this shouldn’t be surprising either, as manufacturing is   pro-cyclical.&lt;/p&gt;
&lt;p&gt;Here is the performance of the metro areas in the United States with   more than one million people, ranked by percentage change.   The data is   also available in &lt;a href=&quot;http://www.urbanophile.com/blog/wp-content/uploads/2012/03/metro-area-employment-growth-2011.xls&quot;&gt;spreadsheet form&lt;/a&gt;.&lt;/p&gt;
&lt;table border=&quot;1&quot;&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td align=&quot;center&quot;&gt;&lt;strong&gt;Rank&lt;/strong&gt;&lt;/td&gt;
&lt;td align=&quot;center&quot;&gt;&lt;strong&gt;Metro Area&lt;/strong&gt;&lt;/td&gt;
&lt;td align=&quot;center&quot;&gt;&lt;strong&gt;2010&lt;/strong&gt;&lt;/td&gt;
&lt;td align=&quot;center&quot;&gt;&lt;strong&gt;2011&lt;/strong&gt;&lt;/td&gt;
&lt;td align=&quot;center&quot;&gt;&lt;strong&gt;Total Change&lt;/strong&gt;&lt;/td&gt;
&lt;td align=&quot;center&quot;&gt;&lt;strong&gt;Pct Change&lt;/strong&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;1&lt;/td&gt;
&lt;td&gt;Austin-Round Rock-San Marcos, TX&lt;/td&gt;
&lt;td&gt;769.5&lt;/td&gt;
&lt;td&gt;791.4&lt;/td&gt;
&lt;td&gt;21.9&lt;/td&gt;
&lt;td&gt;2.85%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;2&lt;/td&gt;
&lt;td&gt;San Jose-Sunnyvale-Santa Clara, CA&lt;/td&gt;
&lt;td&gt;855.2&lt;/td&gt;
&lt;td&gt;878.2&lt;/td&gt;
&lt;td&gt;23.0&lt;/td&gt;
&lt;td&gt;2.69%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;td&gt;Houston-Sugar Land-Baytown, TX&lt;/td&gt;
&lt;td&gt;2528.1&lt;/td&gt;
&lt;td&gt;2593.1&lt;/td&gt;
&lt;td&gt;65.0&lt;/td&gt;
&lt;td&gt;2.57%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;4&lt;/td&gt;
&lt;td&gt;Charlotte-Gastonia-Rock Hill, NC-SC&lt;/td&gt;
&lt;td&gt;807.5&lt;/td&gt;
&lt;td&gt;826.7&lt;/td&gt;
&lt;td&gt;19.2&lt;/td&gt;
&lt;td&gt;2.38%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;5&lt;/td&gt;
&lt;td&gt;Nashville-Davidson–Murfreesboro–Franklin, TN&lt;/td&gt;
&lt;td&gt;734.3&lt;/td&gt;
&lt;td&gt;751.7&lt;/td&gt;
&lt;td&gt;17.4&lt;/td&gt;
&lt;td&gt;2.37%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;6&lt;/td&gt;
&lt;td&gt;Salt Lake City, UT&lt;/td&gt;
&lt;td&gt;608.1&lt;/td&gt;
&lt;td&gt;622.0&lt;/td&gt;
&lt;td&gt;13.9&lt;/td&gt;
&lt;td&gt;2.29%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;7&lt;/td&gt;
&lt;td&gt;Detroit-Warren-Livonia, MI&lt;/td&gt;
&lt;td&gt;1737.1&lt;/td&gt;
&lt;td&gt;1775.3&lt;/td&gt;
&lt;td&gt;38.2&lt;/td&gt;
&lt;td&gt;2.20%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;8&lt;/td&gt;
&lt;td&gt;Dallas-Fort Worth-Arlington, TX&lt;/td&gt;
&lt;td&gt;2860.9&lt;/td&gt;
&lt;td&gt;2921.7&lt;/td&gt;
&lt;td&gt;60.8&lt;/td&gt;
&lt;td&gt;2.13%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;9&lt;/td&gt;
&lt;td&gt;Raleigh-Cary, NC&lt;/td&gt;
&lt;td&gt;498.1&lt;/td&gt;
&lt;td&gt;508.6&lt;/td&gt;
&lt;td&gt;10.5&lt;/td&gt;
&lt;td&gt;2.11%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;10&lt;/td&gt;
&lt;td&gt;Pittsburgh, PA&lt;/td&gt;
&lt;td&gt;1125.3&lt;/td&gt;
&lt;td&gt;1148.6&lt;/td&gt;
&lt;td&gt;23.3&lt;/td&gt;
&lt;td&gt;2.07%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;11&lt;/td&gt;
&lt;td&gt;Oklahoma City, OK&lt;/td&gt;
&lt;td&gt;558.5&lt;/td&gt;
&lt;td&gt;569.6&lt;/td&gt;
&lt;td&gt;11.1&lt;/td&gt;
&lt;td&gt;1.99%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;12&lt;/td&gt;
&lt;td&gt;Tampa-St. Petersburg-Clearwater, FL&lt;/td&gt;
&lt;td&gt;1112.0&lt;/td&gt;
&lt;td&gt;1132.3&lt;/td&gt;
&lt;td&gt;20.3&lt;/td&gt;
&lt;td&gt;1.83%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;13&lt;/td&gt;
&lt;td&gt;Portland-Vancouver-Hillsboro, OR-WA&lt;/td&gt;
&lt;td&gt;968.8&lt;/td&gt;
&lt;td&gt;986.1&lt;/td&gt;
&lt;td&gt;17.3&lt;/td&gt;
&lt;td&gt;1.79%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;14&lt;/td&gt;
&lt;td&gt;Minneapolis-St. Paul-Bloomington, MN-WI&lt;/td&gt;
&lt;td&gt;1697.1&lt;/td&gt;
&lt;td&gt;1727.1&lt;/td&gt;
&lt;td&gt;30.0&lt;/td&gt;
&lt;td&gt;1.77%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;15&lt;/td&gt;
&lt;td&gt;Baltimore-Towson, MD&lt;/td&gt;
&lt;td&gt;1274.0&lt;/td&gt;
&lt;td&gt;1293.5&lt;/td&gt;
&lt;td&gt;19.5&lt;/td&gt;
&lt;td&gt;1.53%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;16&lt;/td&gt;
&lt;td&gt;Seattle-Tacoma-Bellevue, WA&lt;/td&gt;
&lt;td&gt;1641.2&lt;/td&gt;
&lt;td&gt;1666.1&lt;/td&gt;
&lt;td&gt;24.9&lt;/td&gt;
&lt;td&gt;1.52%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;17&lt;/td&gt;
&lt;td&gt;Denver-Aurora-Broomfield, CO&lt;/td&gt;
&lt;td&gt;1193.5&lt;/td&gt;
&lt;td&gt;1211.6&lt;/td&gt;
&lt;td&gt;18.1&lt;/td&gt;
&lt;td&gt;1.52%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;18&lt;/td&gt;
&lt;td&gt;Columbus, OH&lt;/td&gt;
&lt;td&gt;903.3&lt;/td&gt;
&lt;td&gt;916.9&lt;/td&gt;
&lt;td&gt;13.6&lt;/td&gt;
&lt;td&gt;1.51%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;19&lt;/td&gt;
&lt;td&gt;Miami-Fort Lauderdale-Pompano Beach, FL&lt;/td&gt;
&lt;td&gt;2185.6&lt;/td&gt;
&lt;td&gt;2218.3&lt;/td&gt;
&lt;td&gt;32.7&lt;/td&gt;
&lt;td&gt;1.50%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;20&lt;/td&gt;
&lt;td&gt;Phoenix-Mesa-Glendale, AZ&lt;/td&gt;
&lt;td&gt;1688.9&lt;/td&gt;
&lt;td&gt;1712.8&lt;/td&gt;
&lt;td&gt;23.9&lt;/td&gt;
&lt;td&gt;1.42%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;21&lt;/td&gt;
&lt;td&gt;Atlanta-Sandy Springs-Marietta, GA&lt;/td&gt;
&lt;td&gt;2272.6&lt;/td&gt;
&lt;td&gt;2302.9&lt;/td&gt;
&lt;td&gt;30.3&lt;/td&gt;
&lt;td&gt;1.33%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;22&lt;/td&gt;
&lt;td&gt;New Orleans-Metairie-Kenner, LA&lt;/td&gt;
&lt;td&gt;519.1&lt;/td&gt;
&lt;td&gt;526.0&lt;/td&gt;
&lt;td&gt;6.9&lt;/td&gt;
&lt;td&gt;1.33%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;23&lt;/td&gt;
&lt;td&gt;San Antonio-New Braunfels, TX&lt;/td&gt;
&lt;td&gt;843.0&lt;/td&gt;
&lt;td&gt;853.2&lt;/td&gt;
&lt;td&gt;10.2&lt;/td&gt;
&lt;td&gt;1.21%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;24&lt;/td&gt;
&lt;td&gt;Richmond, VA&lt;/td&gt;
&lt;td&gt;602.4&lt;/td&gt;
&lt;td&gt;609.5&lt;/td&gt;
&lt;td&gt;7.1&lt;/td&gt;
&lt;td&gt;1.18%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;25&lt;/td&gt;
&lt;td&gt;New York-Northern New Jersey-Long Island, NY-NJ-PA&lt;/td&gt;
&lt;td&gt;8306.8&lt;/td&gt;
&lt;td&gt;8403.9&lt;/td&gt;
&lt;td&gt;97.1&lt;/td&gt;
&lt;td&gt;1.17%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;26&lt;/td&gt;
&lt;td&gt;Indianapolis-Carmel, IN&lt;/td&gt;
&lt;td&gt;871.1&lt;/td&gt;
&lt;td&gt;881.2&lt;/td&gt;
&lt;td&gt;10.1&lt;/td&gt;
&lt;td&gt;1.16%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;27&lt;/td&gt;
&lt;td&gt;Jacksonville, FL&lt;/td&gt;
&lt;td&gt;583.1&lt;/td&gt;
&lt;td&gt;589.6&lt;/td&gt;
&lt;td&gt;6.5&lt;/td&gt;
&lt;td&gt;1.11%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;28&lt;/td&gt;
&lt;td&gt;Rochester, NY&lt;/td&gt;
&lt;td&gt;503.1&lt;/td&gt;
&lt;td&gt;508.7&lt;/td&gt;
&lt;td&gt;5.6&lt;/td&gt;
&lt;td&gt;1.11%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;29&lt;/td&gt;
&lt;td&gt;Washington-Arlington-Alexandria, DC-VA-MD-WV&lt;/td&gt;
&lt;td&gt;2962.9&lt;/td&gt;
&lt;td&gt;2995.5&lt;/td&gt;
&lt;td&gt;32.6&lt;/td&gt;
&lt;td&gt;1.10%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;30&lt;/td&gt;
&lt;td&gt;Hartford-West Hartford-East Hartford, CT – Metro&lt;/td&gt;
&lt;td&gt;533.2&lt;/td&gt;
&lt;td&gt;538.9&lt;/td&gt;
&lt;td&gt;5.7&lt;/td&gt;
&lt;td&gt;1.07%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;31&lt;/td&gt;
&lt;td&gt;Chicago-Joliet-Naperville, IL-IN-WI&lt;/td&gt;
&lt;td&gt;4246.6&lt;/td&gt;
&lt;td&gt;4291.4&lt;/td&gt;
&lt;td&gt;44.8&lt;/td&gt;
&lt;td&gt;1.05%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;32&lt;/td&gt;
&lt;td&gt;Milwaukee-Waukesha-West Allis, WI&lt;/td&gt;
&lt;td&gt;805.8&lt;/td&gt;
&lt;td&gt;814.1&lt;/td&gt;
&lt;td&gt;8.3&lt;/td&gt;
&lt;td&gt;1.03%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;33&lt;/td&gt;
&lt;td&gt;Louisville/Jefferson County, KY-IN&lt;/td&gt;
&lt;td&gt;592.9&lt;/td&gt;
&lt;td&gt;599.0&lt;/td&gt;
&lt;td&gt;6.1&lt;/td&gt;
&lt;td&gt;1.03%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;34&lt;/td&gt;
&lt;td&gt;Kansas City, MO-KS&lt;/td&gt;
&lt;td&gt;971.6&lt;/td&gt;
&lt;td&gt;981.4&lt;/td&gt;
&lt;td&gt;9.8&lt;/td&gt;
&lt;td&gt;1.01%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;35&lt;/td&gt;
&lt;td&gt;Orlando-Kissimmee-Sanford, FL&lt;/td&gt;
&lt;td&gt;1001.1&lt;/td&gt;
&lt;td&gt;1011.0&lt;/td&gt;
&lt;td&gt;9.9&lt;/td&gt;
&lt;td&gt;0.99%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;36&lt;/td&gt;
&lt;td&gt;Memphis, TN-MS-AR&lt;/td&gt;
&lt;td&gt;589.8&lt;/td&gt;
&lt;td&gt;595.4&lt;/td&gt;
&lt;td&gt;5.6&lt;/td&gt;
&lt;td&gt;0.95%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;37&lt;/td&gt;
&lt;td&gt;Cincinnati-Middletown, OH-KY-IN&lt;/td&gt;
&lt;td&gt;980.8&lt;/td&gt;
&lt;td&gt;989.4&lt;/td&gt;
&lt;td&gt;8.6&lt;/td&gt;
&lt;td&gt;0.88%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;38&lt;/td&gt;
&lt;td&gt;Buffalo-Niagara Falls, NY&lt;/td&gt;
&lt;td&gt;538.2&lt;/td&gt;
&lt;td&gt;542.7&lt;/td&gt;
&lt;td&gt;4.5&lt;/td&gt;
&lt;td&gt;0.84%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;39&lt;/td&gt;
&lt;td&gt;San Francisco-Oakland-Fremont, CA&lt;/td&gt;
&lt;td&gt;1880.2&lt;/td&gt;
&lt;td&gt;1894.3&lt;/td&gt;
&lt;td&gt;14.1&lt;/td&gt;
&lt;td&gt;0.75%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;40&lt;/td&gt;
&lt;td&gt;Boston-Cambridge-Quincy, MA-NH – Metro&lt;/td&gt;
&lt;td&gt;2426.5&lt;/td&gt;
&lt;td&gt;2443.3&lt;/td&gt;
&lt;td&gt;16.8&lt;/td&gt;
&lt;td&gt;0.69%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;41&lt;/td&gt;
&lt;td&gt;Los Angeles-Long Beach-Santa Ana, CA&lt;/td&gt;
&lt;td&gt;5126.8&lt;/td&gt;
&lt;td&gt;5162.2&lt;/td&gt;
&lt;td&gt;35.4&lt;/td&gt;
&lt;td&gt;0.69%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;42&lt;/td&gt;
&lt;td&gt;San Diego-Carlsbad-San Marcos, CA&lt;/td&gt;
&lt;td&gt;1222.8&lt;/td&gt;
&lt;td&gt;1231.2&lt;/td&gt;
&lt;td&gt;8.4&lt;/td&gt;
&lt;td&gt;0.69%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;43&lt;/td&gt;
&lt;td&gt;St. Louis, MO-IL&lt;/td&gt;
&lt;td&gt;1286.9&lt;/td&gt;
&lt;td&gt;1295.4&lt;/td&gt;
&lt;td&gt;8.5&lt;/td&gt;
&lt;td&gt;0.66%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;44&lt;/td&gt;
&lt;td&gt;Las Vegas-Paradise, NV&lt;/td&gt;
&lt;td&gt;803.6&lt;/td&gt;
&lt;td&gt;808.3&lt;/td&gt;
&lt;td&gt;4.7&lt;/td&gt;
&lt;td&gt;0.58%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;45&lt;/td&gt;
&lt;td&gt;Riverside-San Bernardino-Ontario, CA&lt;/td&gt;
&lt;td&gt;1125.9&lt;/td&gt;
&lt;td&gt;1129.7&lt;/td&gt;
&lt;td&gt;3.8&lt;/td&gt;
&lt;td&gt;0.34%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;46&lt;/td&gt;
&lt;td&gt;Philadelphia-Camden-Wilmington, PA-NJ-DE-MD&lt;/td&gt;
&lt;td&gt;2697.0&lt;/td&gt;
&lt;td&gt;2705.9&lt;/td&gt;
&lt;td&gt;8.9&lt;/td&gt;
&lt;td&gt;0.33%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;47&lt;/td&gt;
&lt;td&gt;Providence-Fall River-Warwick, RI-MA – Metro&lt;/td&gt;
&lt;td&gt;541.3&lt;/td&gt;
&lt;td&gt;542.8&lt;/td&gt;
&lt;td&gt;1.5&lt;/td&gt;
&lt;td&gt;0.28%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;48&lt;/td&gt;
&lt;td&gt;Virginia Beach-Norfolk-Newport News, VA-NC&lt;/td&gt;
&lt;td&gt;735.2&lt;/td&gt;
&lt;td&gt;736.8&lt;/td&gt;
&lt;td&gt;1.6&lt;/td&gt;
&lt;td&gt;0.22%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;49&lt;/td&gt;
&lt;td&gt;Cleveland-Elyria-Mentor, OH&lt;/td&gt;
&lt;td&gt;991.1&lt;/td&gt;
&lt;td&gt;992.7&lt;/td&gt;
&lt;td&gt;1.6&lt;/td&gt;
&lt;td&gt;0.16%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;50&lt;/td&gt;
&lt;td&gt;Birmingham-Hoover, AL&lt;/td&gt;
&lt;td&gt;489.5&lt;/td&gt;
&lt;td&gt;488.6&lt;/td&gt;
&lt;td&gt;-0.9&lt;/td&gt;
&lt;td&gt;-0.18%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;51&lt;/td&gt;
&lt;td&gt;Sacramento–Arden-Arcade–Roseville, CA&lt;/td&gt;
&lt;td&gt;809.9&lt;/td&gt;
&lt;td&gt;802.0&lt;/td&gt;
&lt;td&gt;-7.9&lt;/td&gt;
&lt;td&gt;-0.98%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;
&lt;p&gt;&lt;em&gt;This first appeared at Aaron&#039;s blog, &lt;a href=&quot;http://www.urbanophile.com/&quot;&gt;Urbanophile.com.&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;
</description>
 <comments>http://www.newgeography.com/content/002727-metro-job-recovery-2011#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economy">Economy</category>
 <category domain="http://www.newgeography.com/category/blog-topics/employment">employment</category>
 <category domain="http://www.newgeography.com/category/blog-topics/jobs">jobs</category>
 <category domain="http://www.newgeography.com/category/blog-topics/metropolitan-areas">metropolitan areas</category>
 <pubDate>Thu, 15 Mar 2012 17:13:38 -0400</pubDate>
 <dc:creator>Aaron M. Renn</dc:creator>
 <guid isPermaLink="false">2727 at http://www.newgeography.com</guid>
</item>
<item>
 <title>Interactive Graphic: Ranking States By Competitiveness</title>
 <link>http://www.newgeography.com/content/002635-interactive-graphic-ranking-states-by-competitiveness</link>
 <description>&lt;p&gt;In a &lt;a href=&quot;http://www.newgeography.com/content/002558-which-states-are-growing-more-competitive&quot;&gt;previous post&lt;/a&gt; we looked at which states have been most competitive in terms of job creation since the recession.&lt;/p&gt;
&lt;p&gt;In this post we teamed up with our friends at &lt;a href=&quot;http://www.tableausoftware.com/tableau-software?cid=701600000005cS4&amp;amp;ls=Paid%20Search&amp;amp;lsd=Google%20AdWords%20-%20Tableau%20-%20Free%20Trial&amp;amp;adgroup=Tableau%20-%20Software%20Exact&amp;amp;kw=tableau%20software&amp;amp;adused=7110377295&amp;amp;distribution=search&amp;amp;gclid=CN7Ch8fp1a0CFSo0QgodZUMowA&quot;&gt;Tableau Software&lt;/a&gt; to produce the following interactive graphic, which details individual industries that are driving states to be more (or less) competitive. The graphic breaks down the performance of the 20 major sectors in every state in the contiguous US (plus Hawaii and Alaska) in terms of &lt;em&gt;expected&lt;/em&gt; and &lt;em&gt;actual&lt;/em&gt; job change from 2007-2011. Further explanation of the analysis is below.&lt;br/&gt;&lt;/p&gt;
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&lt;div style=&quot;float:right; padding-right:8px;&quot;&gt;&lt;a href=&quot;http://www.tableausoftware.com/public?ref=http://public.tableausoftware.com/views/EMSICompetitiveness/Competitiveness&quot; target=&quot;_blank&quot;&gt;Powered by Tableau&lt;/a&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;&lt;strong&gt;Rundown on the data&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;We used &lt;a href=&quot;http://www.economicmodeling.com/2011/12/05/understanding-shift-share-2/?trashed=1&amp;amp;ids=24744&quot;&gt;&lt;strong&gt;shift share&lt;/strong&gt;&lt;/a&gt;, a standard economic analysis method that reveals if overall job growth is explained primarily by national economic trends and industry growth or unique regional factors. Shift share analysis, which can also be referred to as “regional competitiveness analysis,” helps us distinguish between growth that is primarily based on big national forces (the proverbial “rising tide lifts all boats” analogy) vs. local competitive advantages.&lt;/p&gt;
&lt;p&gt;To generate our ranking, we summed the overall competitive effect for each broad 2-digit industry sector by state (&lt;em&gt;e.g.&lt;/em&gt;, agriculture, manufacturing, health care, construction, etc.) and added them together to yield a single statewide number that indicates the overall competitiveness of the economy as compared to total economy. We calculate the competitive effect by subtracting the expected jobs (the number of jobs expected for each state based on national economic trends) from the total jobs. The difference between the total and expected is the competitive effect. If the competitive effect is positive, then the industries within the state have exceeded expectations and created more jobs than national trends would have suggested. Those industries are therefore gaining a greater share of the total jobs being created. If the competitive effect is negative, then the industries are not gaining jobs as fast as what we would expect given national trends. In this case the state is losing a greater share of the total jobs being created.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Observations On Most Competitive&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;The big thing that stands out is that most of the competitive states tend to be in the middle of the country. This is tied to the growth in the oil and gas sector, yes, but in most cases better-than-expected performance in construction, government, and other miscellany sectors. In &lt;strong&gt;Alaska&lt;/strong&gt;, &lt;strong&gt;North Dakota&lt;/strong&gt;, and &lt;strong&gt;Nebraska&lt;/strong&gt;, smaller states in terms of population and jobs, manufacturing, transportation, and construction are some of the most competitive industries. &lt;strong&gt;Louisiana&lt;/strong&gt; also fares quite well in healthcare and accommodation &amp;amp; food services.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Observations On Least Competitive&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;For states that rank toward the bottom, the housing bust and subsequent construction downturn is the biggest culprit. For instance, in &lt;strong&gt;Nevada&lt;/strong&gt;, which is last on the list, construction is nearly 50,000 jobs below what would be expected given national and industry trends. &lt;strong&gt;Florida&lt;/strong&gt;, a much more populous state, is more than 130,000 jobs below what would be expected. For states like &lt;strong&gt;Michigan&lt;/strong&gt;, &lt;strong&gt;Ohio&lt;/strong&gt;, and &lt;strong&gt;Indiana&lt;/strong&gt;, the poor performance in manufacturing and government weighed heavily in our ranking.&lt;/p&gt;
&lt;p&gt;Here is the original graphic that show the comparison between states.&lt;/p&gt;
&lt;p&gt;&lt;a href=&quot;http://www.economicmodeling.com/wp-content/uploads/EMSI_ExpectedJobs-e1323105299985.jpg&quot;&gt;&lt;img width=&quot;595&quot; height=&quot;1385&quot; alt=&quot;&quot; src=&quot;http://www.economicmodeling.com/wp-content/uploads/EMSI_ExpectedJobs-e1323105299985.jpg&quot; title=&quot;EMSI_ExpectedJobs&quot; class=&quot;alignnone size-full wp-image-32287&quot;/&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Please check out the graphic and let us know if you have any questions. Email Rob Sentz (&lt;a href=&quot;mailto:rob@economicmodeling.com&quot;&gt;rob@economicmodeling.com&lt;/a&gt;) or hit us via Twitter &lt;a href=&quot;https://twitter.com/#!/desktopecon&quot;&gt;@DesktopEcon&lt;/a&gt;. Data and analysis comes from &lt;a href=&quot;http://www.economicmodeling.com/analyst/&quot;&gt;Analyst&lt;/a&gt;, EMSI’s web-based labor market analysis tool.&lt;/p&gt;
</description>
 <comments>http://www.newgeography.com/content/002635-interactive-graphic-ranking-states-by-competitiveness#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/competitiveness">competitiveness</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/jobs">jobs</category>
 <category domain="http://www.newgeography.com/category/blog-topics/states">states</category>
 <category domain="http://www.newgeography.com/category/blog-topics/-economy">the economy</category>
 <pubDate>Fri, 20 Jan 2012 17:57:35 -0500</pubDate>
 <dc:creator>Rob Sentz</dc:creator>
 <guid isPermaLink="false">2635 at http://www.newgeography.com</guid>
</item>
<item>
 <title>Reset Your Life in Flyover Country</title>
 <link>http://www.newgeography.com/content/002584-reset-your-life-flyover-country</link>
 <description>&lt;p&gt;&lt;a href=&quot;http://finance.yahoo.com/news/6-best-cities-for-starting-over-in-2012.html&quot;&gt;Bert Sperling just released a new list&lt;/a&gt; of   “The Best Places to Hit Refresh” and perhaps surprisingly many  are located in the much-ignored flyover states. According to the list, five  cities throughout the Midwest and Great Plains perfect for those looking to  start over. Their methodologies included looking at the city’s overall  population, unemployment rates, rates of singles living in the city, and the  types of economies that the city can call their own—from oil in the upper Great  Plains to education in the eastern Midwest.&lt;/p&gt;
&lt;p&gt;What cities grace the list and why? In fifth place, Sioux  Falls, SD, with its location in a state with some of the country’s most  business-friendly laws (no corporate income tax, for example), low unemployment  rate (5.5%), and a singles rate that rivals some of the larger U.S. metros (19th  in the nation) allows for a perfect opportunity for those looking to start  over. An economy that includes a number of banks and other financial firms and  excellent health care has attracted a huge growth rate in recent years.&lt;/p&gt;
&lt;p&gt;Next on the list is a tie between two more southwestern  cities: Lawton, OK and Logan, UT. Both of these locales offer low unemployment  rates (5.6% and 5.7%, respectively) and a high singles rate (15.9% and 16.4%).  Lawton’s economy consists mostly of the Fort Sill U.S. military base, while  Logan’s boasts Utah State University as its major economic provider. &lt;/p&gt;
&lt;p&gt;Next up is the city of Lincoln, NE whose residents enjoy the  lowest unemployment rate in the country at 4.1%. The city’s economy is composed  of several financial and insurance firms, a Goodyear tire factory, and the  University of Nebraska at Lincoln which helps to give the city a high rate of  singles at 15.1%.&lt;/p&gt;
&lt;p&gt;The second best city to start over is the northern city of  Fargo, ND. Home to Microsoft Business Solutions, Fargo began its growth even  before the explosion of the oil and gas industry in western North Dakota. The  populace enjoys the nation’s third-lowest unemployment rate at 4.5%, while the  presence of North Dakota State University and Minnesota State University at  Moorhead contribute a high rate of singles (15.9%) as well as a young feel to  the isolated city.&lt;/p&gt;
&lt;p&gt;Finally, the best city to start over according to Sperling  is the Midwestern college town of Iowa City, IA. The city boasts a very low  unemployment rate (4.7%), a high singles rate (16.1%), and a well-educated  workforce thanks to the presence of the University of Iowa. The city’s culture  is positively affected by Chicago’s proximity and the university’s label as a  Big Ten college, as well as a diverse student population. Iowa City is a  flourishing Midwestern city with deep cultural roots that make for a great  place to not only start over, but to live as well.&lt;/p&gt;
&lt;p&gt;All of this comes at a perfect time after a University of  Iowa journalism professor, Stephen Bloom, openly &lt;a href=&quot;http://www.newgeography.com/content/002573-iowa-not-just-elderly-waiting-die&quot;&gt;marginalized  the state of Iowa’s populace as the “elderly waiting to die”&lt;/a&gt;. Sperling’s  list helps to solidify Iowa (and the rest of the Midwest and Great Plains) as a  hopeful place with opportunity as fertile as the soil itself. &lt;/p&gt;
</description>
 <comments>http://www.newgeography.com/content/002584-reset-your-life-flyover-country#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/college-towns">College towns</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/iowa">Iowa</category>
 <category domain="http://www.newgeography.com/category/blog-topics/nebraska">Nebraska</category>
 <category domain="http://www.newgeography.com/category/blog-topics/north-dakota">north dakota</category>
 <category domain="http://www.newgeography.com/category/blog-topics/oklahoma">Oklahoma</category>
 <category domain="http://www.newgeography.com/category/blog-topics/south-dakota">South Dakota</category>
 <category domain="http://www.newgeography.com/category/blog-topics/utah">Utah</category>
 <pubDate>Tue, 20 Dec 2011 16:55:39 -0500</pubDate>
 <dc:creator>Jacob Langenfeld</dc:creator>
 <guid isPermaLink="false">2584 at http://www.newgeography.com</guid>
</item>
<item>
 <title>Interactive Graphic: Job Growth by Sector for all Counties in the Nation</title>
 <link>http://www.newgeography.com/content/002413-interactive-graphic-all-job-growth-sector-all-counties-nation</link>
 <description>&lt;p&gt;The fully interactive map below indicates job growth and decline for all US counties from 2006 to 2011. These show up as hot or cold spots; red for growth, blue for decline. You can select a state to zoom in on and find a county that way, or simply click on a county to drill in. Once you’ve chosen a county, the table under the map will show you job numbers by industry category. &lt;/p&gt;
&lt;p&gt;The data for this graphic comes from EMSI’s Complete 2011.3 dataset, based on data from the Bureau of Labor Statistics and many other sources. Many thanks to &lt;a href=&quot;http://www.tableausoftware.com/&quot;&gt;Tableau&lt;/a&gt; for putting this together. If you have questions or comments about the graphic or the data behind it, please email EMSI&#039;s &lt;a href=&quot;mailto:josh@economicmodeling.com&quot;&gt;Josh Stevenson&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;&lt;script type=&quot;text/javascript&quot; src=&quot;http://public.tableausoftware.com/javascripts/api/viz_v1.js&quot;&gt;&lt;/script&gt;&lt;/p&gt;
&lt;div class=&quot;tableauPlaceholder&quot; style=&quot;width: 604px; height: 899px; position: relative; overflow: hidden; display: block;&quot;&gt;&lt;noscript&gt;&lt;a href=&quot;#&quot;&gt;&lt;img alt=&quot; &quot; src=&quot;http:&amp;#47;&amp;#47;public.tableausoftware.com&amp;#47;static&amp;#47;images&amp;#47;em&amp;#47;emsi2&amp;#47;JobGrowth&amp;#47;1_rss.png&quot; style=&quot;height: 100%; width: 100%; border: none&quot; /&gt;&lt;/a&gt;&lt;/noscript&gt;&lt;iframe src=&quot;http://public.tableausoftware.com/views/emsi2/JobGrowth?:embed=y&amp;amp;:host_url=http%3A%2F%2Fpublic.tableausoftware.com%2F&amp;amp;:tabs=no&amp;amp;:toolbar=yes&amp;amp;:animate_transition=yes&amp;amp;:display_static_image=yes&amp;amp;:display_spinner=yes&amp;amp;:display_overlay=yes&quot; class=&quot;tableauViz&quot; style=&quot;display: block; width: 604px; height: 899px;&quot; marginwidth=&quot;0&quot; marginheight=&quot;0&quot; frameborder=&quot;0&quot; height=&quot;899&quot; width=&quot;604&quot;&gt;&lt;/iframe&gt;&lt;/div&gt;
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&lt;/div&gt;
</description>
 <category domain="http://www.newgeography.com/category/blog-topics/counties">counties</category>
 <category domain="http://www.newgeography.com/category/blog-topics/data">data</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economy">Economy</category>
 <category domain="http://www.newgeography.com/category/blog-topics/employment">employment</category>
 <category domain="http://www.newgeography.com/category/blog-topics/jobs">jobs</category>
 <category domain="http://www.newgeography.com/category/blog-topics/states">states</category>
 <pubDate>Fri, 02 Sep 2011 14:44:22 -0400</pubDate>
 <dc:creator>Josh Stevenson</dc:creator>
 <guid isPermaLink="false">2413 at http://www.newgeography.com</guid>
</item>
<item>
 <title>The Spread of Proprietors/Independent Contractors In the US</title>
 <link>http://www.newgeography.com/content/002381-the-spread-proprietorsindependent-contractors-in-us</link>
 <description>&lt;p&gt;A few weeks ago &lt;a href=&quot;http://www.economicmodeling.com/2011/07/20/data-spotlight-the-share-of-1099-workers-by-state/&quot;&gt;EMSI looked&lt;/a&gt; at the states with the largest share of &lt;a href=&quot;http://www.newgeography.com/content/002314-living-and-working-1099-economy&quot;&gt;1099 workers&lt;/a&gt; — that is, proprietors/independent contractors, farm workers, and others not covered by unemployment insurance. We found   that since 2006 &lt;em&gt;every state&lt;/em&gt; (as well as D.C.) has seen growth in noncovered workers.&lt;/p&gt;
&lt;p&gt;Simply put, the number of workers outside traditional employment rolls is on the rise.&lt;/p&gt;
&lt;p&gt;We have since mapped out job growth among 1099 workers in every U.S.   county from 2006-2011 to see where this increase in nontraditional   employment is most evident. And the data makes the trend even clearer:   The majority of counties across the nation have seen at least a small   increase in noncovered workers, and some have seen huge increases. This   is especially the case in the western and southwestern portions of the   U.S.&lt;/p&gt;
&lt;p&gt;It should be emphasized that not all 1099 workers captured in the &lt;a href=&quot;http://www.economicmodeling.com/data/&quot;&gt;EMSI Complete&lt;/a&gt; dataset are proprietors/independent contractors. However, if we use   growth in the 1099 economy as a loose proxy for entrepreneurial behavior   (i.e., a backbone for economic growth and business development), it’s   very apparent which areas are progressing in that arena and which areas   are falling behind.&lt;br /&gt;
  &lt;a href=&quot;http://www.economicmodeling.com/wp-content/uploads/1099-Job-Growth_Final.jpg&quot;&gt;&lt;img title=&quot;1099 Job Growth_Final&quot; src=&quot;http://www.economicmodeling.com/wp-content/uploads/1099-Job-Growth_Final.jpg&quot; alt=&quot;&quot; height=&quot;462&quot; width=&quot;602&quot; /&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;The counties with the most 1099 job growth are mostly in fairly isolated areas:&lt;/p&gt;
&lt;p&gt;1, Loving County, Texas, 114% (the least populous county in the US)&lt;br /&gt;
  2, Todd County, South Dakota, 81%&lt;br /&gt;
  3, Calhoun County, West Virginia, 63%&lt;br /&gt;
  4 (tie), Roane County, West Virginia, 57%&lt;br /&gt;
  4 (tie), Reagan County, Texas, 57%&lt;br /&gt;
  4 (tie), Union County, Florida, 57%&lt;br /&gt;
  7 (tie), Wayne County, Utah, 54%&lt;br /&gt;
  7 (tie), Shackleford County, Texas, 54%&lt;br /&gt;
  9, Ochiltree County, Texas, 53%&lt;br /&gt;
  10, Kenedy County, Texas, 52%&lt;/p&gt;
&lt;p&gt;Seven of the top 12 counties, in fact, are in Texas, including   Midland County. Oil and gas extraction, the fastest-rising sector for   1099 workers in the US, is driving most of this growth in workers   outside the unemployment insurance (UI) system.&lt;/p&gt;
&lt;p&gt;In contrast, the counties showing the biggest job loss in 1099 employment have a more diverse population base:&lt;/p&gt;
&lt;p&gt;1, Ziebach County, South Dakota, -23%&lt;br /&gt;
  2 (tie), St. Louis City, Missouri, -15%&lt;br /&gt;
  2 (tie), Roanoke County, Virginia, -15%&lt;br /&gt;
  4, Ohio County, West Virginia, -14%&lt;br /&gt;
  5, Sully County, West Virginia, -13%&lt;br /&gt;
  6, Oliver County, North Dakota, -12%&lt;br /&gt;
  7 (tie), Marshall County, South Dakota, -11%&lt;br /&gt;
  7 (tie), Forsyth County, Georgia, -11%&lt;br /&gt;
  9, Pennington County, South Dakota, -10%&lt;br /&gt;
  10, Decatur County, Iowa, -9%&lt;/p&gt;
</description>
 <comments>http://www.newgeography.com/content/002381-the-spread-proprietorsindependent-contractors-in-us#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/jobs">jobs</category>
 <category domain="http://www.newgeography.com/category/blog-topics/-economy">the economy</category>
 <pubDate>Tue, 16 Aug 2011 13:44:34 -0400</pubDate>
 <dc:creator>Joshua Wright</dc:creator>
 <guid isPermaLink="false">2381 at http://www.newgeography.com</guid>
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<item>
 <title>Infographic: Which Industries Are Growing in Your State?</title>
 <link>http://www.newgeography.com/content/002311-infographic-which-industries-are-growing-your-state</link>
 <description>&lt;p&gt;&lt;a href=http://www.economicmodeling.com/&gt;EMSI&lt;/a&gt; teamed up with &lt;a href=&quot;http://www.tableausoftware.com/&quot;&gt;Tableau Software&lt;/a&gt; to create this &lt;a href=&quot;http://public.tableausoftware.com/shared/BDMKKJR9M&quot;&gt;industry data display.&lt;/a&gt; You can visualize every broad-level (2-digit NAICS) industry by state over the last decade. Also, click on the dot for each state to see the trends for each sector. The bigger the dot, the more jobs that state has in the selected industry. It may take a few seconds to load.&lt;/p&gt;
&lt;p&gt;&lt;script type=&quot;text/javascript&quot; src=&quot;http://public.tableausoftware.com/javascripts/api/viz_v1.js&quot;&gt;&lt;/script&gt;&lt;p&gt;&lt;iframe src=&quot;http://public.tableausoftware.com/shared/QF4QZTRHD?:embed=y&amp;amp;:host_url=http%3A%2F%2Fpublic.tableausoftware.com%2F&amp;amp;:toolbar=yes&amp;amp;:animate_transition=yes&amp;amp;:display_static_image=yes&amp;amp;:display_spinner=yes&amp;amp;:display_overlay=yes&quot; class=&quot;tableauViz&quot; style=&quot;width: 604px; height: 944px;&quot; marginwidth=&quot;0&quot; marginheight=&quot;0&quot; frameborder=&quot;0&quot; height=&quot;944&quot; width=&quot;604&quot;&gt;&lt;/iframe&gt;&lt;noscript&gt;Which Industries are Growing in Your State? &lt;br /&gt;&lt;a href=&quot;#&quot;&gt;&lt;img alt=&quot;Which Industries are Growing in Your State? &quot; src=&quot;http:&amp;#47;&amp;#47;public.tableausoftware.com&amp;#47;static&amp;#47;images&amp;#47;QF&amp;#47;QF4QZTRHD&amp;#47;1_rss.png&quot; height=&quot;100%&quot; /&gt;&lt;/a&gt;&lt;/noscript&gt;
&lt;/p&gt;
&lt;div style=&quot;width: 604px; height: 22px; padding: 0px 10px 0px 0px; color: black; font: 8pt verdana,helvetica,arial,sans-serif;&quot;&gt;
&lt;div style=&quot;float: right; padding-right: 8px;&quot;&gt;&lt;a href=&quot;http://www.tableausoftware.com/public?ref=http://public.tableausoftware.com/shared/QF4QZTRHD&quot; target=&quot;_blank&quot;&gt;Powered by Tableau&lt;/a&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;A few observations:&lt;/p&gt;
&lt;p&gt;1. Right off the bat, you can see the explosive growth of the mining sector nationally over the past few years. If you scroll to mining and oil exploration in the dropdown or isolate it by clicking on the chart, you can see Texas has by far the largest number of jobs among all states. We &lt;a href=&quot;http://www.economicmodeling.com/2011/06/07/the-explosion-of-oil-and-gas-extraction-jobs/&quot;&gt;covered&lt;/a&gt; this sector and specific oil and gas extraction occupations in depth recently.&lt;/p&gt;
&lt;p&gt;2. One of the cool things to do is scroll through each year to see the changing complexion of employment. There’s widespread growth projected for most states in 2011, with a few exceptions, but clicking back through the past few years shows a much different picture.&lt;/p&gt;
&lt;p&gt;3. Another intriguing sector is manufacturing. In the last decade, it hasn’t fared well. That much is clear. But notice the tide start to shift in 2010, with Indiana and Michigan showing slight growth. And in 2011, nearly three-quarters of the US is expected to see job expansion.&lt;/p&gt;
</description>
 <comments>http://www.newgeography.com/content/002311-infographic-which-industries-are-growing-your-state#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/chart">chart</category>
 <category domain="http://www.newgeography.com/category/blog-topics/data">data</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economy">Economy</category>
 <category domain="http://www.newgeography.com/category/blog-topics/states">states</category>
 <pubDate>Wed, 29 Jun 2011 16:02:57 -0400</pubDate>
 <dc:creator>Joshua Wright</dc:creator>
 <guid isPermaLink="false">2311 at http://www.newgeography.com</guid>
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<item>
 <title>State GDP Performance</title>
 <link>http://www.newgeography.com/content/001917-state-gdp-performance</link>
 <description>&lt;p&gt;Gross Domestic Product is the basic measure of economic output.  The government released 2009 GDP data for US states recently, so it’s worth taking a look.  Here’s a map of percent change in total real GDP from 2000 to 2009, with increases in blue, decreases in red:&lt;/p&gt;
&lt;p&gt;&lt;!--break--&gt;&lt;/p&gt;
&lt;p&gt;&lt;center&gt;&lt;img src=&quot;http://farm6.static.flickr.com/5121/5234946870_49bb729a67_o.png&quot; border=&quot;0&quot; width=&quot;575&quot;&gt;&lt;/center&gt;&lt;/p&gt;
&lt;p&gt;As you can see, Michigan actually experienced a decline in its total real output over the last decade.  Given the restructuring of the auto industry, that’s not surprising.&lt;/p&gt;
&lt;p&gt;Here’s another view, this one a similar percent change view of real per capita GDP:&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
&lt;p&gt;&lt;center&gt;&lt;img src=&quot;http://farm6.static.flickr.com/5204/5234946800_0464a3214e_o.png&quot; border=&quot;0&quot; width=&quot;575&quot;&gt;&lt;/center&gt;&lt;/p&gt;
&lt;p&gt;Here you can see that Michigan is not alone.  Some of the fast growing Sun Belt states added people at a faster rate than they grew economic output.  Georgia in particular is worth noting, because even metro Atlanta has been showing declining real per capita GDP.  In fact, Georgia actually declined by more than Michigan did on this metric, so obviously all is not well down there.  Texas, despite its vaunted jobs engine, is expanding almost totally horizontally.  It is 9th lowest in the US on real per capita GDP growth, with a nearly flat 2% performance over the last decade.&lt;/p&gt;
&lt;p&gt;North Dakota is also interesting. They are leading the charts, I presume driven by energy and high tech.  (Thanks to Great Plains software, I believe Fargo is now Microsoft’s biggest software development center in the US outside Redmond).&lt;/p&gt;
&lt;p&gt;&lt;em&gt;This post originally appeared at &lt;a href=http://www.urbanophile.com/2010/12/09/state-gdp-performance/&gt;The Ubanophile&lt;/a&gt;.&lt;/em&gt;&lt;/p&gt;
</description>
 <comments>http://www.newgeography.com/content/001917-state-gdp-performance#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economy">Economy</category>
 <category domain="http://www.newgeography.com/category/blog-topics/states">states</category>
 <pubDate>Thu, 09 Dec 2010 17:23:39 -0500</pubDate>
 <dc:creator>Aaron M. Renn</dc:creator>
 <guid isPermaLink="false">1917 at http://www.newgeography.com</guid>
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<item>
 <title>A Bad Business Cycle for the Creative Economy</title>
 <link>http://www.newgeography.com/content/001566-a-bad-business-cycle-creative-economy</link>
 <description>&lt;p&gt;Here’s a simple question for you…which metro areas did prospered the most during the past business cycle? (2000-2008) &amp;nbsp;Were the winners the highly-educated communities that make up the Creative Economy? &amp;nbsp;Or did someone else zoom ahead?&lt;/p&gt;
&lt;p&gt;I asked myself these questions when I was preparing for a talk that I was giving at the Rochester Institute of Technology on innovation and economic development. &amp;nbsp;Being a man of numbers, &amp;nbsp;I calculated the gains in real-per capita income for all metro areas. Who do &amp;nbsp;you think was #1, and who do you think was #366 (out of 366)?&lt;/p&gt;
&lt;p&gt;&lt;img src=&quot;http://www.newgeography.com/files/metro1.png&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;A bit surprising, isn’t it?&amp;nbsp; The&amp;nbsp;common themes are guns and oil.&amp;nbsp;The&amp;nbsp;big gains in the #1-ranked Houma region&amp;nbsp;are&amp;nbsp;mainly connected with the increase in oil drilling, since BLS data shows that wages in the mining/oil industry in Terrebonne Parish, where Houma is located, soared from $58K a year to $78K from 2005 to 2008.&amp;nbsp; #2 Jacksonville (NC) is the location of Camp Lejeune. Fayetteville (NC). #5 Fayettville (NC)&amp;nbsp;is&amp;nbsp;home&amp;nbsp;to Fort Bragg, one of the larget military bases in the world. #6 Killeen is obviously home to Fort Hood. &amp;nbsp;#8 Odessa, Texas, is&amp;nbsp; riding the oil boom.&lt;/p&gt;
&lt;p&gt;Now let’s look at the metro areas which were the biggest losers in real per-capita income, 2000-2008.&lt;/p&gt;
&lt;p&gt;&lt;span id=&quot;more-371&quot;&gt;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;img src=&quot;http://www.newgeography.com/files/metro2.png&quot;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Uh, oh.&amp;nbsp; This is not the list you might have expected, in a world where brains and innovation are supposed to be important. There’s Silicon Valley at the top (or the bottom) of the list, where incomes&amp;nbsp;didn’t recover from the popping of the tech bubble that peaked in 2000.&amp;nbsp; But other tech-type metro areas, such as Raleigh and&amp;nbsp;Austin&amp;nbsp;were hit hard as well.&lt;/p&gt;
&lt;p&gt;Brains and education did not seem to count too much in success in the last business cycle. Overall, the top ten cities, measured by growth in per capita income, had an average college graduate rate of 17.7% The bottom ten cities had a college graduate rate of 31.8%.&lt;/p&gt;
&lt;p&gt;Is this inverse relationship between growth and education going to persist into the future? Impossible to say. My personal view is that the lack of rewards for education–which show up in the individual income statistics as well–is correlated to the lack of commercially-successful breakthrough innovations, which would immediate sop up all the excess college graduates.&lt;/p&gt;
&lt;p&gt;To put it another way, innovative industries tend to locate where they can get a lot of college graduates. That means high education areas attract new companies, boosting growth.&lt;/p&gt;
&lt;p&gt;But without innovation, &amp;nbsp;the whole economic development dynamic changes. You can’t attract growing innovative companies because they are few and far between. For their part, &amp;nbsp; companies are more likely to view cost as a main consideration in deciding where to locate. &amp;nbsp;Goodbye San Jose and Austin, hello China and India.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;Mike Mandel is Editor-in-Chief of &lt;a href=http://www.visibleeconomy.com/&gt;Visible Economy&lt;/a&gt;.  This post originally appeared on his blog &quot;&lt;a href=http://innovationandgrowth.wordpress.com/&gt;Mandel on Innovation and Growth&lt;/a&gt;.&quot; &lt;/em&gt;&lt;/p&gt;
</description>
 <comments>http://www.newgeography.com/content/001566-a-bad-business-cycle-creative-economy#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/income">income</category>
 <category domain="http://www.newgeography.com/category/blog-topics/innovation">Innovation</category>
 <pubDate>Wed, 12 May 2010 10:35:06 -0400</pubDate>
 <dc:creator />
 <guid isPermaLink="false">1566 at http://www.newgeography.com</guid>
</item>
<item>
 <title>Texas Dominates Milken&#039;s New Best Performing Cities Index</title>
 <link>http://www.newgeography.com/content/001186-texas-dominates-milkens-new-best-perfoming-cities-index</link>
 <description>&lt;p&gt;Texas metropolitan regions hold down four of the top five and nine of the top 16 places in Milken&#039;s new Best Performing Cities Index, released this morning.  The rankings were authored by previous &lt;a href=http://www.newgeography.com/content/00822-north-america%E2%80%99s-high-tech-economy-the-geography-knowledge-based-industries&gt;New Geography Contributor Ross DeVol&lt;/a&gt;, director of Regional Economics at Milken.&lt;/p&gt;
&lt;p&gt;It&#039;s refreshing to see a set of rankings attempting to take an objective, hard data-based look at comparative analysis.  The Milken Rankings are a combination of job growth, wage and salary growth, high-tech GDP growth, and high-tech location quotients (see page 8 of the report).&lt;/p&gt;
&lt;p&gt;A region&#039;s industry mix plays a big role in its ranking; you can see energy-centric regions scoring well.  But remember that these rankings also explicitly factor in high tech growth and high tech concentration.&lt;/p&gt;
&lt;p&gt;Regions that avoided real estate inflation and those maintaining what they have or simply avoiding rapid decline tend to score better.&lt;/p&gt;
&lt;p&gt;“‘Best performing’ sometimes means retaining what you have,” said  DeVol. “In a period of recession, the index highlights metros that have adapted to weather the storm. As we move forward in a recovery that still lacks jobs, metros will be further tested in their ability to sustain themselves.”&lt;/p&gt;
&lt;p&gt;The rankings include 324 regions, breaking them into two groups based on region size.&lt;/p&gt;
&lt;p&gt;You can view the full lists at &lt;a href=http://bestcities.milkeninstitute.org/bestcities2009.taf?rankyear=2009&amp;amp;type=rank200&gt;Milken&#039;s interactive rankings website&lt;/a&gt;, and the &lt;a href=http://www.milkeninstitute.org/publications/publications.taf?function=detail&amp;amp;ID=38801218&amp;amp;cat=resrep&gt;full report&lt;/a&gt; includes analyses of the top large and small places.&lt;/p&gt;
&lt;p&gt;Here&#039;s the top and bottom 25 Large places:&lt;/p&gt;
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    font-size:16.0pt;
    font-weight:700;
    font-style:normal;
    text-decoration:none;
    font-family:Calibri, sans-serif;
    text-align:center;
    vertical-align:bottom;
    border:none;
    white-space:nowrap;
    }
    .excel18 {
    padding-top:1px;
    padding-right:1px;
    padding-left:1px;
    color:windowtext;
    font-size:10.0pt;
    font-weight:700;
    font-style:normal;
    text-decoration:none;
    font-family:Calibri, sans-serif;
    text-align:center;
    vertical-align:bottom;
    border:none;
    white-space:normal;
    border-top:none;
    border-right:none;
    border-bottom:1.0pt solid windowtext;
    border-left:none;
    }
    .excel19 {
    padding-top:1px;
    padding-right:1px;
    padding-left:1px;
    color:windowtext;
    font-size:10.0pt;
    font-weight:700;
    font-style:normal;
    text-decoration:none;
    font-family:Calibri, sans-serif;
    text-align:center;
    vertical-align:bottom;
    border:none;
    white-space:normal;
    border-top:none;
    border-right:none;
    border-bottom:1.0pt solid windowtext;
    border-left:none;
    }
    .excel20 {
    padding-top:1px;
    padding-right:1px;
    padding-left:1px;
    color:windowtext;
    font-size:10.0pt;
    font-weight:700;
    font-style:normal;
    text-decoration:none;
    font-family:Calibri, sans-serif;
    text-align:general;
    vertical-align:bottom;
    border:none;
    white-space:normal;
    border-top:none;
    border-right:none;
    border-bottom:1.0pt solid windowtext;
    border-left:none;
    }
    .excel22 {
    padding-top:1px;
    padding-right:1px;
    padding-left:1px;
    color:black;
    font-size:10.0pt;
    font-weight:400;
    font-style:normal;
    text-decoration:none;
    font-family:Calibri, sans-serif;
    text-align:center;
    vertical-align:bottom;
    border:none;
    white-space:nowrap;
    }
    .excel21 {
    padding-top:1px;
    padding-right:1px;
    padding-left:1px;
    color:black;
    font-size:10.0pt;
    font-weight:400;
    font-style:normal;
    text-decoration:none;
    font-family:Calibri, sans-serif;
    text-align:general;
    vertical-align:bottom;
    border:none;
    white-space:nowrap;
    }
    --&gt;
    &lt;/style&gt;&lt;table cellspacing=&quot;0&quot; cellpadding=&quot;0&quot; class=&quot;excel16&quot;&gt;
      &lt;col width=&quot;33&quot; span=&quot;2&quot; style=&quot;width:25pt;&quot; /&gt;&lt;br /&gt;
      &lt;col width=&quot;234&quot; style=&quot;width:176pt;&quot; /&gt;&lt;br /&gt;
      &lt;col width=&quot;36&quot; span=&quot;2&quot; style=&quot;width:27pt;&quot; /&gt;&lt;br /&gt;
      &lt;col width=&quot;233&quot; style=&quot;width:175pt;&quot; /&gt;&lt;/p&gt;
&lt;tr height=&quot;28&quot; style=&quot;height:21.0pt;&quot;&gt;
&lt;td colspan=&quot;3&quot; height=&quot;28&quot; class=&quot;excel17&quot; width=&quot;300&quot; style=&quot;height:21.0pt;width:226pt;&quot;&gt;Top    25 Large Regions&lt;/td&gt;
&lt;td colspan=&quot;3&quot; class=&quot;excel17&quot; width=&quot;305&quot; style=&quot;width:229pt;&quot;&gt;Bottom 25 Large    Regions&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;53&quot; style=&quot;height:39.75pt;&quot;&gt;
&lt;td height=&quot;53&quot; class=&quot;excel18&quot; width=&quot;33&quot; style=&quot;height:39.75pt;width:25pt;&quot;&gt;2009 rank&lt;/td&gt;
&lt;td class=&quot;excel19&quot; width=&quot;33&quot; style=&quot;width:25pt;&quot;&gt;2008 rank&lt;/td&gt;
&lt;td class=&quot;excel20&quot; width=&quot;234&quot; style=&quot;width:176pt;&quot;&gt;Metropolitan area&lt;/td&gt;
&lt;td class=&quot;excel18&quot; width=&quot;36&quot; style=&quot;width:27pt;&quot;&gt;2009 rank&lt;/td&gt;
&lt;td class=&quot;excel19&quot; width=&quot;36&quot; style=&quot;width:27pt;&quot;&gt;2008 rank&lt;/td&gt;
&lt;td class=&quot;excel20&quot; width=&quot;233&quot; style=&quot;width:175pt;&quot;&gt;Metropolitan area&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;1&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;4&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Austin-Round Rock, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;176&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;97&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Bradenton-Sarasota-Venice, FL MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;2&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;13&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Killeen-Temple-Fort Hood, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;177&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;150&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Birmingham-Hoover, AL MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;3&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;3&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Salt Lake City, UT MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;178&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;144&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Memphis, TN-MS-AR MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;4&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;7&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;McAllen-Edinburg-Mission, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;179&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;117&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Miami-Miami Beach-Kendall, FL MD&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;5&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;16&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Houston-Sugar Land-Baytown, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;180&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;120&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Cape Coral-Fort Myers, FL MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;6&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;21&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Durham, NC MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;181&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;183&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Spartanburg, SC MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;7&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;9&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Olympia, WA MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;182&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;178&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Wilmington, DE-MD-NJ MD&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;8&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;5&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Huntsville, AL MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;183&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;189&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Dayton, OH MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;9&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;14&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Lafayette, LA MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;184&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;73&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Merced, CA MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;10&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;2&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Raleigh-Cary, NC MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;185&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;191&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Hickory-Lenoir-Morganton, NC MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;11&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;15&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;San Antonio, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;186&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;193&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Cleveland-Elyria-Mentor, OH MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;12&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;29&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Fort Worth-Arlington, TX MD&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;187&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;170&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Providence-New Bed.-Fall Riv., RI-MA MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;13&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;23&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Dallas-Plano-Irving, TX MD&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;188&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;186&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;South Bend-Mishawaka, IN-MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;14&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;37&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;El Paso, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;189&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;185&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Kalamazoo-Portage, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;15&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;45&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Wichita, KS MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;190&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;197&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Canton-Massillon, OH MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;16&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;88&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Corpus Christi, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;191&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;192&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Ann Arbor, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;17&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;17&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Seattle-Bellevue-Everett, WA MD&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;192&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;187&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Atlantic City, NJ MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;18&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;40&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Baton Rouge, LA MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;193&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;188&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Youngstown-Warren-Board., OH-PA MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;19&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;72&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Tulsa, OK MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;194&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;190&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Grand Rapids-Wyoming, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;20&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;20&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Greeley, CO MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;195&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;196&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Lansing-East Lansing, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;21&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;8&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Tacoma, WA MD&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;196&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;199&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Holland-Grand Haven, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;22&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;48&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Fort Collins-Loveland, CO MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;197&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;198&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Warren-Troy-Farmington Hills, MI MD&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;23&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;54&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Little Rock-N. Little Rock-Conway, AR MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;198&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;194&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Toledo, OH MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;24&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;67&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Shreveport-Bossier City, LA MSA&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;199&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;200&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Detroit-Livonia-Dearborn, MI MD&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel22&quot; style=&quot;height:15.0pt;&quot;&gt;25&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;41&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Wash.-Arl.-Alex., DC-VA-MD-WV MD&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;200&lt;/td&gt;
&lt;td class=&quot;excel22&quot;&gt;195&lt;/td&gt;
&lt;td class=&quot;excel21&quot;&gt;Flint, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;
&lt;p&gt;&lt;br&gt;&lt;br&gt;&lt;br /&gt;
And the top and bottom 25 Small regions:&lt;br /&gt;
&lt;table cellspacing=&quot;0&quot; cellpadding=&quot;0&quot; class=&quot;excel8&quot;&gt;
  &lt;col width=&quot;39&quot; style=&quot;width:29pt;&quot; /&gt;&lt;br /&gt;
  &lt;col width=&quot;38&quot; style=&quot;width:29pt;&quot; /&gt;&lt;br /&gt;
  &lt;col width=&quot;226&quot; style=&quot;width:170pt;&quot; /&gt;&lt;br /&gt;
  &lt;col width=&quot;37&quot; style=&quot;width:28pt;&quot; /&gt;&lt;br /&gt;
  &lt;col width=&quot;35&quot; style=&quot;width:26pt;&quot; /&gt;&lt;br /&gt;
  &lt;col width=&quot;243&quot; style=&quot;width:182pt;&quot; /&gt;&lt;/p&gt;
&lt;tr height=&quot;28&quot; style=&quot;height:21.0pt;&quot;&gt;
&lt;td colspan=&quot;3&quot; height=&quot;28&quot; class=&quot;excel9&quot; width=&quot;303&quot; style=&quot;height:21.0pt;width:228pt;&quot;&gt;Top    25 Small Regions&lt;/td&gt;
&lt;td colspan=&quot;3&quot; class=&quot;excel9&quot; width=&quot;315&quot; style=&quot;width:236pt;&quot;&gt;Bottom 25 Small    Regions&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;53&quot; style=&quot;height:39.75pt;&quot;&gt;
&lt;td height=&quot;53&quot; class=&quot;excel10&quot; width=&quot;39&quot; style=&quot;height:39.75pt;width:29pt;&quot;&gt;2009 rank&lt;/td&gt;
&lt;td class=&quot;excel11&quot; width=&quot;38&quot; style=&quot;width:29pt;&quot;&gt;2008 rank&lt;/td&gt;
&lt;td class=&quot;excel12&quot; width=&quot;226&quot; style=&quot;width:170pt;&quot;&gt;Metropolitan area&lt;/td&gt;
&lt;td class=&quot;excel10&quot; width=&quot;37&quot; style=&quot;width:28pt;&quot;&gt;2009 rank&lt;/td&gt;
&lt;td class=&quot;excel11&quot; width=&quot;35&quot; style=&quot;width:26pt;&quot;&gt;2008 rank&lt;/td&gt;
&lt;td class=&quot;excel12&quot; width=&quot;243&quot; style=&quot;width:182pt;&quot;&gt;Metropolitan area&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;1&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;1&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Midland, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;100&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;110&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Vineland-Millville-Bridgeton, NJ MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;2&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;7&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Longview, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;101&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;94&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Parkersburg-Marietta-Vienna, WV-OH MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;3&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;5&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Grand Junction, CO MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;102&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;114&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Williamsport, PA MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;4&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;26&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Tyler, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;103&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;117&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Mansfield, OH MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;5&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;10&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Odessa, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;104&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;85&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Jackson, TN MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;6&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;29&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Kennewick-Pasco-Richland, WA MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;105&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;115&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Muncie, IN MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;7&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;15&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Bismarck, ND MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;106&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;63&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Flagstaff, AZ MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;8&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;6&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Warner Robins, GA MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;107&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;112&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Racine, WI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;9&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;11&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Las Cruces, NM MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;108&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;70&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Dothan, AL MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;10&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;17&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Fargo, ND-MN MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;109&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;105&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Sheboygan, WI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;11&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;45&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Pascagoula, MS MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;110&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;97&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Niles-Benton Harbor, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;12&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;23&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Sioux Falls, SD MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;111&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;100&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Altoona, PA MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;13&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;8&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Bellingham, WA MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;112&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;95&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Terre Haute, IN MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;14&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;38&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;College Station-Bryan, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;113&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;59&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Redding, CA MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;15&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;2&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Coeur d&#039;Alene, ID MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;114&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;122&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Lima, OH MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;16&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;12&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Cheyenne, WY MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;115&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;75&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Janesville, WI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;17&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;81&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Texarkana, TX-Texarkana, AR MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;116&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;96&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Elkhart-Goshen, IN MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;18&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;27&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Waco, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;117&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;119&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Anderson, SC MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;19&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;16&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Houma-Bayou Cane-Thibodaux, LA MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;118&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;113&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Dalton, GA MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;20&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;44&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Laredo, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;119&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;120&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Springfield, OH MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;21&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;40&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Abilene, TX MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;120&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;84&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Lewiston-Auburn, ME MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;22&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;25&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Iowa City, IA MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;121&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;116&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Muskegon-Norton Shores, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;23&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;72&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Glens Falls, NY MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;122&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;121&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Saginaw-Saginaw Township North, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;24&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;24&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Billings, MT MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;123&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;123&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Battle Creek, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;tr height=&quot;20&quot; style=&quot;height:15.0pt;&quot;&gt;
&lt;td height=&quot;20&quot; class=&quot;excel13&quot; style=&quot;height:15.0pt;&quot;&gt;25&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;64&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Ithaca, NY MSA&lt;/td&gt;
&lt;td class=&quot;excel13&quot;&gt;124&lt;/td&gt;
&lt;td class=&quot;excel15&quot;&gt;124&lt;/td&gt;
&lt;td class=&quot;excel14&quot;&gt;Jackson, MI MSA&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;
</description>
 <comments>http://www.newgeography.com/content/001186-texas-dominates-milkens-new-best-perfoming-cities-index#comments</comments>
 <category domain="http://www.newgeography.com/category/blog-topics/best-cities">best cities</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economic-geography">economic geography</category>
 <category domain="http://www.newgeography.com/category/blog-topics/economy">Economy</category>
 <category domain="http://www.newgeography.com/category/blog-topics/rankings">rankings</category>
 <pubDate>Wed, 11 Nov 2009 10:55:23 -0500</pubDate>
 <dc:creator>Mark Schill</dc:creator>
 <guid isPermaLink="false">1186 at http://www.newgeography.com</guid>
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