{"id":174,"date":"2018-01-22T20:03:55","date_gmt":"2018-01-22T20:03:55","guid":{"rendered":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/chapter\/avoiding-confirmation-bias-in-searches\/"},"modified":"2018-01-22T20:03:55","modified_gmt":"2018-01-22T20:03:55","slug":"avoiding-confirmation-bias-in-searches","status":"publish","type":"chapter","link":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/chapter\/avoiding-confirmation-bias-in-searches\/","title":{"raw":"Avoiding Confirmation Bias in Searches","rendered":"Avoiding Confirmation Bias in Searches"},"content":{"raw":"<div id=\"content\">\n<div id=\"post-263\" class=\"standard post-263 chapter type-chapter status-publish hentry\">\n<div class=\"entry-content\">\n\nWas 9\/11 a hoax? Let\u2019s find out. We type in \u2018was 9\/11 a hoax\u2019 and we get:\n<div class=\"wp-nocaption alignnone size-full wp-image-515\"><img class=\"size-full wp-image-515 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/2942\/2018\/01\/22200351\/google.png\" alt=\"\" width=\"677\" height=\"679\" \/><\/div>\nWell, look at that \u2014 not only the top result says that the attack on 9\/11 was faked \u2014 the\u00a0<em>top five<\/em>\u00a0results do. To the untrained eye it looks like the press has been hiding something from you.\n\nBut of course the 9\/11 attacks were not faked. So why does Google return these results?\n\nThe main reason here is the term \u2014 the term \u201choax\u201d is applied to the 9\/11 attacks primarily on conspiracy sites. So when Google looks for clusters on that term (and links to documents containing that term) it finds that conspiracy sites rank highly.\n\nThink about it \u2014 reputable physics journals, policy magazines, and national newspapers are not likely to run headlines asking if the attacks were a hoax. But conspiracy sites are.\n\nThe same holds true even for more benign searches. The question \u201cAre we eating too much protein\u201d has Google return a card from the Huffington Post, and a website from a vegan advocacy group.\n<div class=\"wp-nocaption alignnone size-full wp-image-526\"><img class=\"size-full wp-image-526 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/2942\/2018\/01\/22200354\/confirmation-bias-in-searches.png\" alt=\"\" width=\"808\" height=\"818\" \/><\/div>\nTo avoid confirmation bias in searches:\n<ul><li>Avoid asking questions that imply a certain answer. If I ask \u201cDid the Holocaust happen?\u201d for example, I am implying that it is likely that the Holocaust was faked. If you want information on the Holocaust, sometimes it\u2019s better just to start with a simple noun search, e.g. [[Holocaust]], and read summaries that show how we know what happened.<\/li>\n \t<li>Avoiding using terms that imply a certain answer. As an example, if you query [[Women 72 cents on the dollar]] you\u2019ll likely get articles that tell you\u00a0<a href=\"https:\/\/www.google.com\/search?q=Women+72+cents+on+the+dollar&amp;oq=Women+72+cents+on+the+dollar&amp;aqs=chrome..69i57.327j0j4&amp;sourceid=chrome&amp;ie=UTF-8\">women make 72 cents on the dollar<\/a>. But is you search for [[Women 80 cents on the dollar]] you\u2019ll get\u00a0<a href=\"https:\/\/www.google.com\/search?num=30&amp;q=Women+80+cents+on+the+dollar&amp;oq=Women+80+cents+on+the+dollar&amp;gs_l=psy-ab.3...10654.12329.0.12625.4.4.0.0.0.0.117.423.2j2.4.0....0...1.1.64.psy-ab..0.1.112...0i8i7i30k1.ezVCX3ZvpKQ\">articles that say women make 80 cents on the dollar<\/a>. Searching for general articles on the \u201cwage gap\u201d \u00a0might be a better choice.<\/li>\n \t<li>Avoid culturally loaded terms. As an example, the term \u201cblack-on-white crime\u201d is term used by white supremacist groups, but is not a term generally used by sociologists. As such, if you put that term into the Google search box, you are going to get some sites that will carry the perspective of white supremacist sites, and be lousy sources of serious sociological analysis.<\/li>\n \t<li>Plan to reformulate. Think carefully about what constitutes an authoritative source before you search. Once you search you\u2019ll find you have an irrepressible urge to click into the top results. If you can, think of what sorts of sources and information you would like to see in the results before you search . If you don\u2019t see those in the results, fight the impulse to click on forward and reformulate your search.<\/li>\n \t<li>Scan results for better terms. Maybe your first question about whether the holocaust happened turned up a lousy result set in general, but did pop up a Wikipedia article on Holocaust denialism. Use that term to make a better search for what you actually want to know.<\/li>\n<\/ul><\/div>\n<\/div>\n<\/div>","rendered":"<div id=\"content\">\n<div id=\"post-263\" class=\"standard post-263 chapter type-chapter status-publish hentry\">\n<div class=\"entry-content\">\n<p>Was 9\/11 a hoax? Let\u2019s find out. We type in \u2018was 9\/11 a hoax\u2019 and we get:<\/p>\n<div class=\"wp-nocaption alignnone size-full wp-image-515\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-515 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/2942\/2018\/01\/22200351\/google.png\" alt=\"\" width=\"677\" height=\"679\" \/><\/div>\n<p>Well, look at that \u2014 not only the top result says that the attack on 9\/11 was faked \u2014 the\u00a0<em>top five<\/em>\u00a0results do. To the untrained eye it looks like the press has been hiding something from you.<\/p>\n<p>But of course the 9\/11 attacks were not faked. So why does Google return these results?<\/p>\n<p>The main reason here is the term \u2014 the term \u201choax\u201d is applied to the 9\/11 attacks primarily on conspiracy sites. So when Google looks for clusters on that term (and links to documents containing that term) it finds that conspiracy sites rank highly.<\/p>\n<p>Think about it \u2014 reputable physics journals, policy magazines, and national newspapers are not likely to run headlines asking if the attacks were a hoax. But conspiracy sites are.<\/p>\n<p>The same holds true even for more benign searches. The question \u201cAre we eating too much protein\u201d has Google return a card from the Huffington Post, and a website from a vegan advocacy group.<\/p>\n<div class=\"wp-nocaption alignnone size-full wp-image-526\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-526 aligncenter\" src=\"https:\/\/s3-us-west-2.amazonaws.com\/courses-images\/wp-content\/uploads\/sites\/2942\/2018\/01\/22200354\/confirmation-bias-in-searches.png\" alt=\"\" width=\"808\" height=\"818\" \/><\/div>\n<p>To avoid confirmation bias in searches:<\/p>\n<ul>\n<li>Avoid asking questions that imply a certain answer. If I ask \u201cDid the Holocaust happen?\u201d for example, I am implying that it is likely that the Holocaust was faked. If you want information on the Holocaust, sometimes it\u2019s better just to start with a simple noun search, e.g. [[Holocaust]], and read summaries that show how we know what happened.<\/li>\n<li>Avoiding using terms that imply a certain answer. As an example, if you query [[Women 72 cents on the dollar]] you\u2019ll likely get articles that tell you\u00a0<a href=\"https:\/\/www.google.com\/search?q=Women+72+cents+on+the+dollar&amp;oq=Women+72+cents+on+the+dollar&amp;aqs=chrome..69i57.327j0j4&amp;sourceid=chrome&amp;ie=UTF-8\">women make 72 cents on the dollar<\/a>. But is you search for [[Women 80 cents on the dollar]] you\u2019ll get\u00a0<a href=\"https:\/\/www.google.com\/search?num=30&amp;q=Women+80+cents+on+the+dollar&amp;oq=Women+80+cents+on+the+dollar&amp;gs_l=psy-ab.3...10654.12329.0.12625.4.4.0.0.0.0.117.423.2j2.4.0....0...1.1.64.psy-ab..0.1.112...0i8i7i30k1.ezVCX3ZvpKQ\">articles that say women make 80 cents on the dollar<\/a>. Searching for general articles on the \u201cwage gap\u201d \u00a0might be a better choice.<\/li>\n<li>Avoid culturally loaded terms. As an example, the term \u201cblack-on-white crime\u201d is term used by white supremacist groups, but is not a term generally used by sociologists. As such, if you put that term into the Google search box, you are going to get some sites that will carry the perspective of white supremacist sites, and be lousy sources of serious sociological analysis.<\/li>\n<li>Plan to reformulate. Think carefully about what constitutes an authoritative source before you search. Once you search you\u2019ll find you have an irrepressible urge to click into the top results. If you can, think of what sorts of sources and information you would like to see in the results before you search . If you don\u2019t see those in the results, fight the impulse to click on forward and reformulate your search.<\/li>\n<li>Scan results for better terms. Maybe your first question about whether the holocaust happened turned up a lousy result set in general, but did pop up a Wikipedia article on Holocaust denialism. Use that term to make a better search for what you actually want to know.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\t\t\t <section class=\"citations-section\" role=\"contentinfo\">\n\t\t\t <h3>Candela Citations<\/h3>\n\t\t\t\t\t <div>\n\t\t\t\t\t\t <div id=\"citation-list-174\">\n\t\t\t\t\t\t\t <div class=\"licensing\"><div class=\"license-attribution-dropdown-subheading\">CC licensed content, Shared previously<\/div><ul class=\"citation-list\"><li>Web Literacy for Student Fact-Checkers. <strong>Authored by<\/strong>: Michael A. Caulfield. <strong>Located at<\/strong>: <a target=\"_blank\" href=\"https:\/\/webliteracy.pressbooks.com\/\">https:\/\/webliteracy.pressbooks.com\/<\/a>. <strong>License<\/strong>: <em><a target=\"_blank\" rel=\"license\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\">CC BY: Attribution<\/a><\/em><\/li><\/ul><\/div>\n\t\t\t\t\t\t <\/div>\n\t\t\t\t\t <\/div>\n\t\t\t <\/section>","protected":false},"author":311,"menu_order":11,"template":"","meta":{"_candela_citation":"[{\"type\":\"cc\",\"description\":\"Web Literacy for Student Fact-Checkers\",\"author\":\"Michael A. Caulfield\",\"organization\":\"\",\"url\":\"https:\/\/webliteracy.pressbooks.com\/\",\"project\":\"\",\"license\":\"cc-by\",\"license_terms\":\"\"}]","CANDELA_OUTCOMES_GUID":"","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-174","chapter","type-chapter","status-publish","hentry"],"part":120,"_links":{"self":[{"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/pressbooks\/v2\/chapters\/174","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/wp\/v2\/users\/311"}],"version-history":[{"count":0,"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/pressbooks\/v2\/chapters\/174\/revisions"}],"part":[{"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/pressbooks\/v2\/parts\/120"}],"metadata":[{"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/pressbooks\/v2\/chapters\/174\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/wp\/v2\/media?parent=174"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/pressbooks\/v2\/chapter-type?post=174"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/wp\/v2\/contributor?post=174"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/suny-webliteracy\/wp-json\/wp\/v2\/license?post=174"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}