{"id":34582,"date":"2010-12-09T14:16:51","date_gmt":"2010-12-09T22:16:51","guid":{"rendered":"http:\/\/blogs.discovermagazine.com\/gnxp\/?p=8341"},"modified":"2010-12-11T19:53:04","modified_gmt":"2010-12-12T03:53:04","slug":"does-majoring-in-science-make-a-difference","status":"publish","type":"post","link":"https:\/\/www.razib.com\/wordpress\/2010\/12\/09\/does-majoring-in-science-make-a-difference\/","title":{"rendered":"Does majoring in science make a difference?"},"content":{"rendered":"<p>On occasion I get queries about what distinguishes people with science backgrounds from those who don&#8217;t have science backgrounds. I think an anecdote might illustrate the type of difference one is expecting. Back in undergrad I was having lunch with my lab partner, when a friend saw us and decided to chat with us as we ate. This friend is now an academic, and has a doctorate in a humanistic field (something like Comparative Literature, I forget). In any case, she had read something about transgenic organisms, and obviously felt as if it was the time and place to go on a rant about this. She knew that I was totally comfortable with the idea of transgenic organisms, but she recounted the <a href=\"http:\/\/en.wikipedia.org\/wiki\/Fish_tomato\">fish-genes-in-tomato<\/a> patent story to my lab partner to illustrate how gross the outcome could be. My lab partner was a pre-med math major, and she just shrugged and explained that she&#8217;d done biomedical research last summer, so she understood the practical necessity of such methods, and admitted that it would take more than a story about &#8220;fish genes&#8221; in a tomato to freak her out.<\/p>\n<p><a href=\"http:\/\/motherjones.com\/kevin-drum\/2010\/12\/where-are-republican-scientists\">Kevin Drum&#8217;s post<\/a> about the lack of Republican scientists makes me want to revisit the issue of science vs. non-science. I think the lack of Republican scientists is pretty straightforward. There&#8217;s the clear cultural gap, as the Republican party emphasizes its conservative Christian component, which turns off libertarian-leaning but secular scientists. And, there&#8217;s the reality that agencies like the NSF and NIH are often attacked by fiscal conservatives, and many scientists in academia and government depend on this funding. Sarah Palin&#8217;s <a href=\"http:\/\/www.scientificamerican.com\/blog\/post.cfm?id=palin-takes-on-fruit-flies--and-los-2008-10-27\">attack on &#8220;fruit fly&#8221;<\/a> research combined the two threads neatly and unfortunately.<\/p>\n<p>In any case, there is a major related variable in the <a href=\"http:\/\/sda.berkeley.edu\/cgi-bin\/hsda?harcsda+gss08\">GSS<\/a>, MAJORCOL. The sample sizes are not the best, but at least it was a recently asked demographic variable, 2006 and 2008. I decided to look at three sets, those with &#8220;natural science&#8221; degrees, those with &#8220;cs &amp; engineering&#8221; degrees, and the total pot (inclusive of the first two classes). The last is a snapshot of all those with at least a college degree (the sample is restricted to those who completed their degree).<\/p>\n<p>In the tables below each cell gives a percentage of the row in the column class. So in the first table 79% of CS &amp; engineering degree holders are male. 22% of CS &amp; engineering degree holders are Roman Catholic.<\/p>\n<p><span id=\"more-8341\"><\/span><\/p>\n<table border=\"0\" cellspacing=\"0\" frame=\"VOID\" rules=\"NONE\">\n<colgroup>\n<col width=\"125\"><\/col>\n<col width=\"41\"><\/col>\n<col width=\"47\"><\/col>\n<col width=\"46\"><\/col>\n<col width=\"45\"><\/col>\n<col width=\"75\"><\/col>\n<col width=\"61\"><\/col>\n<col width=\"81\"><\/col>\n<\/colgroup>\n<tbody>\n<tr>\n<td width=\"125\" height=\"17\" align=\"LEFT\"><\/td>\n<td colspan=\"7\" width=\"397\" align=\"LEFT\"><strong>Basic Demographics<\/strong><\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\"><\/td>\n<td align=\"LEFT\"><em><br \/>\n<\/em><\/td>\n<td colspan=\"3\" align=\"CENTER\"><em>Race<\/em><\/td>\n<td colspan=\"3\" align=\"CENTER\"><em>Religion<\/em><\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\"><\/td>\n<td align=\"RIGHT\"><em>Male<\/em><\/td>\n<td align=\"RIGHT\"><em>White<\/em><\/td>\n<td align=\"RIGHT\"><em>Black<\/em><\/td>\n<td align=\"RIGHT\"><em>Other<\/em><\/td>\n<td align=\"RIGHT\"><em>Protestant<\/em><\/td>\n<td align=\"RIGHT\"><em>Catholic<\/em><\/td>\n<td align=\"RIGHT\"><em>No Religion<\/em><\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">Natural Science<\/td>\n<td align=\"RIGHT\">57<\/td>\n<td align=\"RIGHT\">80<\/td>\n<td align=\"RIGHT\">5<\/td>\n<td align=\"RIGHT\">15<\/td>\n<td align=\"RIGHT\">39<\/td>\n<td align=\"RIGHT\">24<\/td>\n<td align=\"RIGHT\">29<\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">CS &amp; Engineering<\/td>\n<td align=\"RIGHT\">79<\/td>\n<td align=\"RIGHT\">79<\/td>\n<td align=\"RIGHT\">3<\/td>\n<td align=\"RIGHT\">18<\/td>\n<td align=\"RIGHT\">50<\/td>\n<td align=\"RIGHT\">22<\/td>\n<td align=\"RIGHT\">18<\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">All Degree Holders<\/td>\n<td align=\"RIGHT\">43<\/td>\n<td align=\"RIGHT\">86<\/td>\n<td align=\"RIGHT\">6<\/td>\n<td align=\"RIGHT\">8<\/td>\n<td align=\"RIGHT\">44<\/td>\n<td align=\"RIGHT\">27<\/td>\n<td align=\"RIGHT\">17<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<table border=\"0\" cellspacing=\"0\" frame=\"VOID\" rules=\"NONE\">\n<colgroup>\n<col width=\"125\"><\/col>\n<col width=\"53\"><\/col>\n<col width=\"67\"><\/col>\n<col width=\"61\"><\/col>\n<col width=\"40\"><\/col>\n<col width=\"31\"><\/col>\n<col width=\"36\"><\/col>\n<col width=\"176\"><\/col>\n<col width=\"74\"><\/col>\n<\/colgroup>\n<tbody>\n<tr>\n<td width=\"125\" height=\"17\" align=\"LEFT\"><\/td>\n<td colspan=\"3\" width=\"181\" align=\"CENTER\"><em>Ideology<\/em><\/td>\n<td colspan=\"3\" width=\"106\" align=\"CENTER\"><em>Party<\/em><\/td>\n<td width=\"176\" align=\"LEFT\"><em><br \/>\n<\/em><\/td>\n<td width=\"74\" align=\"CENTER\"><em>2004 Vote<\/em><\/td>\n<\/tr>\n<tr>\n<td height=\"18\" align=\"LEFT\"><\/td>\n<td align=\"RIGHT\"><em>Liberal<\/em><\/td>\n<td align=\"RIGHT\"><em>Moderate<\/em><\/td>\n<td align=\"RIGHT\"><em>Conserv<\/em><\/td>\n<td align=\"RIGHT\"><em>Dem<\/em><\/td>\n<td align=\"RIGHT\"><em>Ind<\/em><\/td>\n<td align=\"RIGHT\"><em>Rep<\/em><\/td>\n<td align=\"RIGHT\"><em>Yes \u2013 Abortion on Demand<\/em><\/td>\n<td align=\"RIGHT\"><em>Bush<\/em><\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">Natural Science<\/td>\n<td align=\"RIGHT\">43<\/td>\n<td align=\"RIGHT\">27<\/td>\n<td align=\"RIGHT\">30<\/td>\n<td align=\"RIGHT\">47<\/td>\n<td align=\"RIGHT\">16<\/td>\n<td align=\"RIGHT\">37<\/td>\n<td align=\"RIGHT\">70<\/td>\n<td align=\"RIGHT\">43<\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">CS &amp; Engineering<\/td>\n<td align=\"RIGHT\">30<\/td>\n<td align=\"RIGHT\">27<\/td>\n<td align=\"RIGHT\">43<\/td>\n<td align=\"RIGHT\">37<\/td>\n<td align=\"RIGHT\">13<\/td>\n<td align=\"RIGHT\">50<\/td>\n<td align=\"RIGHT\">54<\/td>\n<td align=\"RIGHT\">58<\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">All Degree Holders<\/td>\n<td align=\"RIGHT\">33<\/td>\n<td align=\"RIGHT\">29<\/td>\n<td align=\"RIGHT\">38<\/td>\n<td align=\"RIGHT\">48<\/td>\n<td align=\"RIGHT\">10<\/td>\n<td align=\"RIGHT\">42<\/td>\n<td align=\"RIGHT\">52<\/td>\n<td align=\"RIGHT\">52<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<table border=\"0\" cellspacing=\"0\" frame=\"VOID\" rules=\"NONE\">\n<colgroup>\n<col width=\"125\"><\/col>\n<col width=\"88\"><\/col>\n<col width=\"59\"><\/col>\n<col width=\"103\"><\/col>\n<col width=\"109\"><\/col>\n<col width=\"163\"><\/col>\n<col width=\"69\"><\/col>\n<col width=\"126\"><\/col>\n<col width=\"118\"><\/col>\n<\/colgroup>\n<tbody>\n<tr>\n<td width=\"125\" height=\"17\" align=\"LEFT\"><\/td>\n<td colspan=\"3\" width=\"250\" align=\"CENTER\"><em>Bible is&#8230;.<\/em><\/td>\n<td width=\"109\" align=\"CENTER\"><em>Humans evolved<\/em><\/td>\n<td width=\"163\" align=\"CENTER\"><em>Attitude about GMO food<\/em><\/td>\n<td width=\"69\" align=\"CENTER\"><em><br \/>\n<\/em><\/td>\n<td width=\"126\" align=\"LEFT\"><em><br \/>\n<\/em><\/td>\n<td width=\"118\" align=\"LEFT\"><em><br \/>\n<\/em><\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\"><\/td>\n<td align=\"RIGHT\"><em>Word of God<\/em><\/td>\n<td align=\"RIGHT\"><em>Inspired<\/em><\/td>\n<td align=\"RIGHT\"><em>Book of Fables<\/em><\/td>\n<td align=\"RIGHT\"><em>Yes<\/em><\/td>\n<td align=\"RIGHT\"><em>Not concerned<\/em><\/td>\n<td align=\"RIGHT\"><em>Won&#8217;t eat<\/em><\/td>\n<td align=\"RIGHT\"><em>Atheist &amp; Agnostic<\/em><\/td>\n<td align=\"RIGHT\"><em>Know God Exists<\/em><\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">Natural Science<\/td>\n<td align=\"RIGHT\">18<\/td>\n<td align=\"RIGHT\">36<\/td>\n<td align=\"RIGHT\">44<\/td>\n<td align=\"RIGHT\">81<\/td>\n<td align=\"RIGHT\">30<\/td>\n<td align=\"RIGHT\">4<\/td>\n<td align=\"RIGHT\">23<\/td>\n<td align=\"RIGHT\">35<\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">CS &amp; Engineering<\/td>\n<td align=\"RIGHT\">11<\/td>\n<td align=\"RIGHT\">64<\/td>\n<td align=\"RIGHT\">24<\/td>\n<td align=\"RIGHT\">75<\/td>\n<td align=\"RIGHT\">30<\/td>\n<td align=\"RIGHT\">8<\/td>\n<td align=\"RIGHT\">16<\/td>\n<td align=\"RIGHT\">48<\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">All Degree Holders<\/td>\n<td align=\"RIGHT\">16<\/td>\n<td align=\"RIGHT\">59<\/td>\n<td align=\"RIGHT\">23<\/td>\n<td align=\"RIGHT\">64<\/td>\n<td align=\"RIGHT\">17<\/td>\n<td align=\"RIGHT\">27<\/td>\n<td align=\"RIGHT\">10<\/td>\n<td align=\"RIGHT\">51<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<table border=\"0\" cellspacing=\"0\" frame=\"VOID\" rules=\"NONE\">\n<colgroup>\n<col width=\"125\"><\/col>\n<col width=\"66\"><\/col>\n<col width=\"89\"><\/col>\n<col width=\"169\"><\/col>\n<\/colgroup>\n<tbody>\n<tr>\n<td width=\"125\" height=\"17\" align=\"LEFT\"><\/td>\n<td colspan=\"3\" width=\"324\" align=\"LEFT\"><em>Verbal intelligence (WORDSUM vocab test score)<\/em><\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\"><\/td>\n<td align=\"RIGHT\"><em>Dull (0-5)<\/em><\/td>\n<td align=\"RIGHT\"><em>Not dull (6-8)<\/em><\/td>\n<td align=\"RIGHT\"><em>Smart (9-10)<\/em><\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">Natural Science<\/td>\n<td align=\"RIGHT\">8<\/td>\n<td align=\"RIGHT\">70<\/td>\n<td align=\"RIGHT\">22<\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">CS &amp; Engineering<\/td>\n<td align=\"RIGHT\">20<\/td>\n<td align=\"RIGHT\">66<\/td>\n<td align=\"RIGHT\">14<\/td>\n<\/tr>\n<tr>\n<td height=\"17\" align=\"LEFT\">All Degree Holders<\/td>\n<td align=\"RIGHT\">20<\/td>\n<td align=\"RIGHT\">57<\/td>\n<td align=\"RIGHT\">24<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<p>I assume no one is too surprised by these results. Here&#8217;s the code for the Majors:<\/p>\n<p>MAJORCOL( r:8,11,24,33,41,51&#8243;Natural Science&#8221;; 14,18&#8243;CS and Engineering&#8221;;1-98&#8243;Full Sample&#8221;)<\/p>\n<p>I counted biology, chemistry, geology, physics and mathematics as natural sciences. Math is probably a stretch. Computer science and engineering were obviously in the second category. Obviously there&#8217;s more you could do. For example, 49% of males with natural science degrees voted for George W. Bush in 2004, while 60% of those with cs &amp; engineering degrees did. The total sample for males was 57% for Bush.<\/p>\n<p>Many of the sample sizes are small, but they align with our intuition. Which perhaps makes them less than interesting&#8230;.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~r\/GeneExpressionBlog\/~4\/ruYiCN71lBk\" height=\"1\" width=\"1\"\/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>On occasion I get queries about what distinguishes people with science backgrounds from those who don&#8217;t have science backgrounds. I think an anecdote might illustrate the type of difference one is expecting. Back in undergrad I was having lunch with my lab partner, when a friend saw us and decided to chat with us as [&#8230;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[584,39,281,56],"tags":[],"class_list":["post-34582","post","type-post","status-publish","format-standard","hentry","category-analysis","category-data","category-data-analysis","category-gss"],"_links":{"self":[{"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/posts\/34582","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/comments?post=34582"}],"version-history":[{"count":4,"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/posts\/34582\/revisions"}],"predecessor-version":[{"id":34738,"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/posts\/34582\/revisions\/34738"}],"wp:attachment":[{"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/media?parent=34582"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/categories?post=34582"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.razib.com\/wordpress\/wp-json\/wp\/v2\/tags?post=34582"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}