{"id":2347,"date":"2009-07-25T15:12:00","date_gmt":"2009-07-25T19:12:00","guid":{"rendered":"http:\/\/www.calgarygrit.ca\/?p=2347"},"modified":"2009-07-25T15:12:00","modified_gmt":"2009-07-25T19:12:00","slug":"numb3rs-incumbency","status":"publish","type":"post","link":"https:\/\/www.calgarygrit.ca\/?p=2347","title":{"rendered":"Numb3rs: Incumbency"},"content":{"rendered":"<p>After a quick look at <a href=\"http:\/\/calgarygrit.blogspot.com\/2009\/07\/competitiveness.html\">competitiveness<\/a> last week, I wanted to touch on incumbency effects today.<\/p>\n<p>First of all, the technical part &#8211; if this bores you, just scroll down to the <span id=\"SPELLING_ERROR_0\" class=\"blsp-spelling-error\">bolded<\/span> line below. I won&#8217;t think any less of you.<\/p>\n<p>To see how important an incumbent is, we need a way to calculate an <em>expected<\/em> result. After spending a lot of time tinkering with various projection models, I&#8217;ve come to the <span id=\"SPELLING_ERROR_1\" class=\"blsp-spelling-corrected\">conclusion<\/span> that a simple arithmetic transfer of votes works the best &#8211; at least for the 2006 and 2008 election, which is what I&#8217;m looking at (if you want to see residual charts and regressions and such to prove this, just e-mail me). So I carved the country into 30 geographic regions and projected accordingly &#8211; if the Liberal vote dropped 2 points in Calgary last election (it did!), I subtracted 2% from the 2006 result from every Calgary riding.<\/p>\n<p>How accurate is this? Well, half the results fall within +\/- 2% of the actual result, with 90% falling within +\/- 6%. The predicted values correlate 96.3% with the results. Keep in mind, we don&#8217;t expect the results to be spot on because, after all, the candidates and campaigns <em>should<\/em> make a difference.<\/p>\n<p>For those interested in the fine print, by election winners were considered to be incumbents, so Bob Rae was an incumbent MP last election. And Garth Turner became a Liberal incumbent, with <span id=\"SPELLING_ERROR_2\" class=\"blsp-spelling-error\">Wajid<\/span> Khan as a Tory incumbent (for what it&#8217;s worth, Turner&#8217;s impact was negligible, while Khan, not unsurprisingly, <em>undershot<\/em> the expected Tory vote by 3%).<\/p>\n<p>So what does the data show?<\/p>\n<p><strong>For both 2006 and 2008, in <span id=\"SPELLING_ERROR_3\" class=\"blsp-spelling-error\">ridings<\/span> <em>without<\/em> an incumbent, the incumbent party took a 4.1% hit compared to their expected result. Since the totals have to sum to zero, that means incumbents performed about 1% above expected, for an overall benefit of around 5%. These results were largely identical both elections and mesh well with the academic literature on the subject so I don&#8217;t have any reason to doubt them.<br \/><\/strong><br \/>What&#8217;s also interesting, as an aside, is that <span id=\"SPELLING_ERROR_4\" class=\"blsp-spelling-error\">MPs<\/span> were more likely to call in quits in regions where their party was heading for a drop in support (think of the Tory Newfoundland <span id=\"SPELLING_ERROR_5\" class=\"blsp-spelling-error\">MPs<\/span> before last election). So &#8220;<em>spending more time with my family<\/em>&#8221; loosely translates to &#8220;<em>I can see the writing on the wall<\/em>&#8221; quite often.<\/p>\n<p>Now, I do think it&#8217;s important not to read too much &#8220;cause and effect&#8221; into this. As Andrew Steele comments <a href=\"http:\/\/v1.theglobeandmail.com\/servlet\/story\/RTGAM.20090406.WBSteele20090406174326\/WBStory\/WBSteele\/\">here<\/a> (citing <span id=\"SPELLING_ERROR_6\" class=\"blsp-spelling-error\">freakonomics<\/span>&#8230;a book I <em>adore<\/em>), incumbency effects are often overblown once other factors are controlled for. And when we&#8217;re talking about &#8220;incumbency&#8221;, we&#8217;re really talking about resources, organization, and &#8220;name recognition&#8221; &#8211; Gerard Kennedy and Justin Trudeau weren&#8217;t incumbents last election but I&#8217;d wager a lot more people knew who they were in their home <span id=\"SPELLING_ERROR_7\" class=\"blsp-spelling-error\">ridings<\/span> than many obscure backbenchers (I&#8217;m looking at you Brian Jean). Quite simply, not all incumbents are created equal. But a 5% swing is nothing to sneeze at &#8211; 41 <span id=\"SPELLING_ERROR_8\" class=\"blsp-spelling-error\">MPs<\/span> were elected by smaller margins than that last time.<\/p>\n<p>So, once <span id=\"SPELLING_ERROR_9\" class=\"blsp-spelling-error\">MPs<\/span> start announcing their retirement, we should be paying attention. Because if they&#8217;re running in <span id=\"SPELLING_ERROR_10\" class=\"blsp-spelling-error\">ridings<\/span> with a slim margin of victory, it certainly could put those seats into play.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>After a quick look at competitiveness last week, I wanted to touch on incumbency effects today. First of all, the technical part &#8211; if this bores you, just scroll down to the bolded line below. I won&#8217;t think any less of you. To see how important an incumbent is, we need a way to calculate [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[579],"tags":[],"class_list":["post-2347","post","type-post","status-publish","format-standard","hentry","category-fun-with-numb3rs"],"_links":{"self":[{"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=\/wp\/v2\/posts\/2347","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2347"}],"version-history":[{"count":0,"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=\/wp\/v2\/posts\/2347\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2347"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2347"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.calgarygrit.ca\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2347"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}