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• {"link"=>{"url"=>"http://www.citeulike.org/user/cannon/article/6565884"}, "post_time"=>"2013-02-11 19:08:23", "tag"=>"political", "linkout"=>{"type"=>"DOI", "url"=>"http://dx.doi.org/10.1371/journal.pone.0008733"}, "username"=>"cannon", "article_id"=>"6565884"}
• {"link"=>{"url"=>"http://www.citeulike.org/user/fghjorth/article/6565884"}, "post_time"=>"2010-01-20 11:16:23", "tag"=>["cool_research", "experiments", "spec"], "linkout"=>{"type"=>"DOI", "url"=>"http://dx.doi.org/10.1371/journal.pone.0008733"}, "username"=>"fghjorth", "article_id"=>"6565884"}

Mendeley | Further Information

{"title"=>"Democrats and Republicans can be differentiated from their faces", "type"=>"journal", "authors"=>[{"first_name"=>"Nicholas O.", "last_name"=>"Rule", "scopus_author_id"=>"22836444000"}, {"first_name"=>"Nalini", "last_name"=>"Ambady", "scopus_author_id"=>"7004139484"}], "year"=>2010, "source"=>"PLoS ONE", "identifiers"=>{"pmid"=>"20090906", "doi"=>"10.1371/journal.pone.0008733", "sgr"=>"77649276370", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "scopus"=>"2-s2.0-77649276370", "issn"=>"19326203", "pui"=>"358404035"}, "id"=>"13feeab9-759a-3abc-85c9-37df83828fb4", "abstract"=>"Background\\nIndividuals' faces communicate a great deal of information about them. Although some of this information tends to be perceptually obvious (such as race and sex), much of it is perceptually ambiguous, without clear or obvious visual cues.\\n\\nMethodology/Principal Findings\\nHere we found that individuals' political affiliations could be accurately discerned from their faces. In Study 1, perceivers were able to accurately distinguish whether U.S. Senate candidates were either Democrats or Republicans based on photos of their faces. Study 2 showed that these effects extended to Democrat and Republican college students, based on their senior yearbook photos. Study 3 then showed that these judgments were related to differences in perceived traits among the Democrat and Republican faces. Republicans were perceived as more powerful than Democrats. Moreover, as individual targets were perceived to be more powerful, they were more likely to be perceived as Republicans by others. Similarly, as individual targets were perceived to be warmer, they were more likely to be perceived as Democrats.\\n\\nConclusions/Significance\\nThese data suggest that perceivers' beliefs about who is a Democrat and Republican may be based on perceptions of traits stereotypically associated with the two political parties and that, indeed, the guidance of these stereotypes may lead to categorizations of others' political affiliations at rates significantly more accurate than chance guessing.", "link"=>"http://www.mendeley.com/research/democrats-republicans-differentiated-faces", "reader_count"=>125, "reader_count_by_academic_status"=>{"Unspecified"=>3, "Professor > Associate Professor"=>12, "Librarian"=>1, "Researcher"=>24, "Student > Doctoral Student"=>10, "Student > Ph. D. Student"=>27, "Student > Postgraduate"=>5, "Student > Master"=>13, "Other"=>6, "Student > Bachelor"=>9, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>2, "Professor"=>11}, "reader_count_by_user_role"=>{"Unspecified"=>3, "Professor > Associate Professor"=>12, "Librarian"=>1, "Researcher"=>24, "Student > Doctoral Student"=>10, "Student > Ph. D. Student"=>27, "Student > Postgraduate"=>5, "Student > Master"=>13, "Other"=>6, "Student > Bachelor"=>9, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>2, "Professor"=>11}, "reader_count_by_subject_area"=>{"Unspecified"=>7, "Agricultural and Biological Sciences"=>9, "Philosophy"=>1, "Business, Management and Accounting"=>5, "Chemistry"=>1, "Computer Science"=>6, "Decision Sciences"=>1, "Economics, Econometrics and Finance"=>1, "Engineering"=>1, "Biochemistry, Genetics and Molecular Biology"=>1, "Mathematics"=>2, "Medicine and Dentistry"=>3, "Neuroscience"=>4, "Design"=>1, "Psychology"=>67, "Social Sciences"=>13, "Linguistics"=>2}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>3}, "Social Sciences"=>{"Social Sciences"=>13}, "Decision Sciences"=>{"Decision Sciences"=>1}, "Psychology"=>{"Psychology"=>67}, "Mathematics"=>{"Mathematics"=>2}, "Unspecified"=>{"Unspecified"=>7}, "Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>1}, "Chemistry"=>{"Chemistry"=>1}, "Neuroscience"=>{"Neuroscience"=>4}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>9}, "Computer Science"=>{"Computer Science"=>6}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>5}, "Linguistics"=>{"Linguistics"=>2}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}, "Philosophy"=>{"Philosophy"=>1}}, "reader_count_by_country"=>{"United States"=>4, "United Kingdom"=>3, "Switzerland"=>1, "Portugal"=>1, "Canada"=>1, "Netherlands"=>1, "Turkey"=>1, "Luxembourg"=>1, "China"=>1, "Finland"=>1, "Brazil"=>1, "Italy"=>1, "France"=>1, "Chile"=>1}, "group_count"=>4}

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• {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0008733", "share_count"=>1, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>1}

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• {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/bd10f670-437d-498e-8607-5b4eca3d2cf6", "title"=>"Politicians are the same the world over...", "body"=>"I read this very interesting publication about recognising political affiliations in the faces of politicians.\nIntrigued by your research, I wrote a story about it on the Dutch popular science blog www.faqt.nl. In this article I wondered whether the results would be the same with Dutch politicians.\nI asked our readers to look at six pictures of Dutch politicians and tell us which ones were right- or left-wing (see http://www.faqt.nl/?p=3504). Of course, my little poll was completely unscientific - a /light /version of the American test. But to the surprise of our editorial team we got quite a few reactions and a remarkable result. Almost 64 percent of those who responded put the right political colour on the right politician. \nOur respondents seemed to find it easier to pick the right\nparty when it comes to men.\nJust letting you know that politicians are the same the world over!\n\nKind regards,\n\nPhilip Dröge\nEditor Faqt.nl & Faqt.com\n", "isRemoved"=>false, "created"=>"2010-02-05T10:08:14Z", "lastModified"=>"2010-02-05T10:08:14Z", "creator"=>{"userId"=>"5029"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pone.0008733", "state"=>"published", "journals"=>{"PLoSONE"=>{"journalKey"=>"PLoSONE", "eIssn"=>"1932-6203", "title"=>"PLOS ONE"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2010-02-05T10:08:14Z", "replies"=>[]}
• {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/2d5017c1-3b22-411a-8098-676c02d219f4", "title"=>"This study is very interesting, but the effect sizes are pretty small...", "body"=>"... at least in the case of Experiment 1, where the sensitivity measure, d', was only ~0.2. d' is not always easy to interpret, but note that a d' of 0 represents chance level classification performance.", "isRemoved"=>false, "created"=>"2011-09-01T20:56:43Z", "lastModified"=>"2011-09-01T20:56:43Z", "creator"=>{"userId"=>"117281"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pone.0008733", "state"=>"published", "journals"=>{"PLoSONE"=>{"journalKey"=>"PLoSONE", "eIssn"=>"1932-6203", "title"=>"PLOS ONE"}}}, "replyTreeSize"=>1, "mostRecentActivity"=>"2011-09-09T14:12:25Z", "replies"=>[{"type"=>"REPLY", "parentID"=>4037, "annotationUri"=>"info:doi/10.1371/reply/b333ff72-4705-4ef1-ab02-b90422a4c745", "title"=>"RE: This study is very interesting, but the effect sizes are pretty small...", "body"=>"The calculation of d' from the reported mean hits and false-alarms gives only a rough estimate of its size. Better is to use the reported signal detection statistics and companion effect sizes reported in the paper. In Study 1, the effect size for perceivers' capacity to distinguish political affiliation is r = .64, which is moderate to large. \n\nYet and still, the point about the mean accuracy as compared to chance is quite valid. Indeed, if political affiliation was very obvious from the face (as it is in most cases for race or sex, for example), the results of this work would be far less interesting or meaningful. The fact that the effect is so consistently above chance guessing for a distinction that is so subtle is what is most compelling about the work. The purpose of the research is to demonstrate and understand how it is that we detect and utilize subtle and ambiguous information from appearance and nonverbal behavior, not to claim that this is a blockbuster effect, as it is not.\n\nN. Rule", "isRemoved"=>false, "created"=>"2011-09-09T14:12:25Z", "lastModified"=>"2011-09-09T14:12:25Z", "creator"=>{"userId"=>"157027"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pone.0008733", "state"=>"published", "journals"=>{"PLoSONE"=>{"journalKey"=>"PLoSONE", "eIssn"=>"1932-6203", "title"=>"PLOS ONE"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2011-09-09T14:12:25Z", "replies"=>[]}]}
• {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/75a2d272-e438-450b-af46-812111a51c69", "title"=>"Media Coverage for this Article", "body"=>"The following article represents some of the media coverage that has occurred for this paper:\n\nPublication: EveryONE PLOS ONE Community Blog \nTitle: “What Influences Voter Behavior? | EveryONE”\nhttp://blogs.plos.org/everyone/2012/11/02/election/\n\nIf you see any additional coverage of this paper in the press or blogosphere, please reply to this thread and add the link to the article. \n", "isRemoved"=>false, "created"=>"2012-11-10T00:40:26Z", "lastModified"=>"2012-11-10T00:40:26Z", "creator"=>{"userId"=>"80539"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>true, "body"=>"PLOS ONE Staff"}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pone.0008733", "state"=>"published", "journals"=>{"PLoSONE"=>{"journalKey"=>"PLoSONE", "eIssn"=>"1932-6203", "title"=>"PLOS ONE"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2012-11-10T00:40:26Z", "replies"=>[]}

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• {"id"=>"230555450549096448", "text"=>"Democrats and Republicans Can Be Differentiated from Their Faces http://t.co/4GOtuJEM", "created_at"=>"2012-08-01T06:47:57Z", "user"=>"pholme", "user_name"=>"Petter Holme", "user_profile_image"=>"http://a0.twimg.com/profile_images/2434532652/gzqudf8p74sirpn4dzza_normal.jpeg"}
• {"id"=>"230556222141632512", "text"=>"RT @pholme: Democrats and Republicans Can Be Differentiated from Their Faces http://t.co/4GOtuJEM", "created_at"=>"2012-08-01T06:51:01Z", "user"=>"Infinite_Monkey", "user_name"=>"Mario Konschake", "user_profile_image"=>"http://a0.twimg.com/profile_images/2283110389/m0rlsulha9kn948dz813_normal.jpeg"}
• {"id"=>"230587581253947392", "text"=>"I wonder if this works for UK parties! RT @pholme: Democrats and Republicans Can Be Differentiated from Their Faces http://t.co/tu2Qg5LD", "created_at"=>"2012-08-01T08:55:38Z", "user"=>"sebastianahnert", "user_name"=>"Sebastian Ahnert", "user_profile_image"=>"http://a0.twimg.com/profile_images/2389708760/rah7v762f3mtz29k5vv0_normal.jpeg"}
• {"id"=>"230628528843022336", "text"=>"RT @pholme: Democrats and Republicans Can Be Differentiated from Their Faces http://t.co/4GOtuJEM", "created_at"=>"2012-08-01T11:38:20Z", "user"=>"yvolkovich", "user_name"=>"Yana", "user_profile_image"=>"http://a0.twimg.com/profile_images/1662230860/ik1__4__normal.jpg"}
• {"id"=>"230641220928540672", "text"=>"RT @pholme: Democrats and Republicans Can Be Differentiated from Their Faces http://t.co/4GOtuJEM", "created_at"=>"2012-08-01T12:28:46Z", "user"=>"ruguevara", "user_name"=>"Ruslan Grokhovetskiy", "user_profile_image"=>"http://a0.twimg.com/profile_images/17775252/pixelated48_normal.gif"}
• {"id"=>"231349610105413633", "text"=>"@edgeryders warmth or power perception? (via @pholme) Democrats and Republicans Can Be Differentiated from Their Faces http://t.co/jSRG9c1B", "created_at"=>"2012-08-03T11:23:39Z", "user"=>"traintalk", "user_name"=>"Marc Arenstein", "user_profile_image"=>"http://a0.twimg.com/profile_images/1616300828/marc--icon_normal.jpg"}
• {"id"=>"246986967194152960", "text"=>"@williampd Maybe this is what you're looking for? http://t.co/FvW1PqHa", "created_at"=>"2012-09-15T15:00:56Z", "user"=>"DirigoDuke", "user_name"=>"Wm. Duke Harrington", "user_profile_image"=>"http://a0.twimg.com/profile_images/2486663313/image_normal.jpg"}
• {"id"=>"305218115149647872", "text"=>"認知どころか顔そのものが違うっちゅう研究もあったりする。 http://t.co/qKEDd2Eepz / “脳の認知スタイルがリベラル/保守といった信条に影響している可能性 | スラッシュドット・ジャパン サイエンス” http://t.co/eOnL2gl5zB", "created_at"=>"2013-02-23T07:30:43Z", "user"=>"nean", "user_name"=>"neanderthal yabuki", "user_profile_image"=>"http://a0.twimg.com/profile_images/1673669909/b_normal.jpg"}
• {"id"=>"327915293995319297", "text"=>"Dems and Repubs can be differentiated by their faces. Democrats appear warmer. http://t.co/bsW9UACpRB", "created_at"=>"2013-04-26T22:41:13Z", "user"=>"CallOut4", "user_name"=>"Progressive Helpout", "user_profile_image"=>"http://a0.twimg.com/profile_images/3202535746/c967d0f782877dfd5539de5cb1b6ba6a_normal.png"}
• {"id"=>"328595045588545536", "text"=>"Another study demonstrating Dems and Repubs can be differentiated by their faces http://t.co/9ZPsE3vvE0", "created_at"=>"2013-04-28T19:42:18Z", "user"=>"mattcravens", "user_name"=>"Matt Cravens", "user_profile_image"=>"http://a0.twimg.com/profile_images/3175554133/ee646a4cd658065c31c27d32676864ac_normal.jpeg"}
• {"id"=>"400939490056732672", "text"=>"Democrats' faces project \"warmth,\" Republicans' faces project \"power.\" http://t.co/q7Xiaf9eit", "created_at"=>"2013-11-14T10:53:18Z", "user"=>"jawillick", "user_name"=>"Jason Willick", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000213093468/904e978f6b9bad853e026841b6cd0b54_normal.jpeg"}
• {"id"=>"416466064688836608", "text"=>"Warmer folks are perceived to be Democrats. Makes sense ... http://t.co/WPuwpfYlnS", "created_at"=>"2013-12-27T07:10:22Z", "user"=>"AZLD20Dems", "user_name"=>"AZLD20Dems", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1864090104/donkey_normal.jpg"}
• {"id"=>"470025817796255744", "text"=>"@asarin いろいろお世話になっているNickの研究。http://t.co/73830kLngg", "created_at"=>"2014-05-24T02:17:42Z", "user"=>"okakoma", "user_name"=>"okakoma", "user_profile_image"=>"http://pbs.twimg.com/profile_images/691503029/okazaki4ban_normal.JPG"}
• {"id"=>"470030289628954624", "text"=>"RT @okakoma: @asarin いろいろお世話になっているNickの研究。http://t.co/73830kLngg", "created_at"=>"2014-05-24T02:35:28Z", "user"=>"asarin", "user_name"=>"oʞɐsɐ ɐɹnıɯ", "user_profile_image"=>"http://pbs.twimg.com/profile_images/426085333084561409/HKCaCdrQ_normal.jpeg"}
• {"id"=>"618468995453181952", "text"=>"Democrats and Republicans Can Be Differentiated from Their Faces http://t.co/fS8GyUpoIr via @PLOSONE", "created_at"=>"2015-07-07T17:17:53Z", "user"=>"phette23", "user_name"=>"Eric Phetteplace", "user_profile_image"=>"http://pbs.twimg.com/profile_images/601831287276474369/rKAuC0RT_normal.png"}
• {"id"=>"633285755935264770", "text"=>"Dat inschatten of iemand links georiënteerd is op basis van uiterlijk is akelig lastig werk. http://t.co/057sHT3js1 http://t.co/krXlyAcK0n", "created_at"=>"2015-08-17T14:34:24Z", "user"=>"CaAl", "user_name"=>"Casper Albers", "user_profile_image"=>"http://pbs.twimg.com/profile_images/463962128135639042/NDZgSIQh_normal.png"}
• {"id"=>"660545287400763392", "text"=>"Democrats and Republicans Can Be Differentiated from Their Faces. https://t.co/CJSFs7gMPb", "created_at"=>"2015-10-31T19:54:03Z", "user"=>"WifeyUniversity", "user_name"=>"Wifey University", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000686239361/c7dd730fafe4b3640c526bde2bd57521_normal.jpeg"}
• {"id"=>"660552648639184896", "text"=>"RT @WifeyUniversity: Democrats and Republicans Can Be Differentiated from Their Faces. https://t.co/CJSFs7gMPb", "created_at"=>"2015-10-31T20:23:18Z", "user"=>"StanColemanRE", "user_name"=>"Stan Coleman", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2151893561/stancoleman-logo__1__normal.jpg"}
• {"id"=>"689199611160997888", "text"=>"@inger_merete Kanskje ikke heeelt spot-on, men ikke så helt irrelevant, heller...? https://t.co/WviZvsItVB", "created_at"=>"2016-01-18T21:36:06Z", "user"=>"PederKjos", "user_name"=>"Peder Kjøs", "user_profile_image"=>"http://pbs.twimg.com/profile_images/518156371837988865/_d113Td3_normal.png"}
• {"id"=>"829087310939578368", "text"=>"(2010) Rule & Ambady determine that Democrats and Republicans can be differentiated from their faces.\n\nhttps://t.co/10ddW4E58X", "created_at"=>"2017-02-07T21:59:53Z", "user"=>"TheConLibrary", "user_name"=>"Conventional Library", "user_profile_image"=>"http://pbs.twimg.com/profile_images/829073853234216960/rQYRs5Cx_normal.jpg"}
• {"id"=>"829105870399295488", "text"=>"(2010) Rule & Ambady determine that Democrats and Republicans can be differentiated from their faces. \n\nhttps://t.co/10ddW4E58X", "created_at"=>"2017-02-07T23:13:38Z", "user"=>"IronResearch", "user_name"=>"Iron Research", "user_profile_image"=>"http://pbs.twimg.com/profile_images/829073853234216960/rQYRs5Cx_normal.jpg"}
• {"id"=>"982232677553065984", "text"=>"#PLOSONE: Democrats and Republicans Can Be Differentiated from Their Faces https://t.co/ii3DlJLVT7", "created_at"=>"2018-04-06T12:24:53Z", "user"=>"byzant69", "user_name"=>"Sergii Tukaiev", "user_profile_image"=>"http://pbs.twimg.com/profile_images/490590048329289728/9q4cT_dI_normal.jpeg"}
• {"id"=>"983199728606351360", "text"=>"\"describe your ideal woman\"\n\nhttps://t.co/f7gPksbbQb", "created_at"=>"2018-04-09T04:27:36Z", "user"=>"msmyrnyi", "user_name"=>"maxim smyrnyi", "user_profile_image"=>"http://pbs.twimg.com/profile_images/974700909186789376/VVBcdd5l_normal.jpg"}

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Figshare

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• {"files"=>["https://ndownloader.figshare.com/files/867691"], "description"=>"<p>Descriptive statistics for the trait ratings in Study 3.</p>", "links"=>[], "tags"=>["ratings"], "article_id"=>538155, "categories"=>["Neuroscience"], "users"=>["Nicholas O. Rule", "Nalini Ambady"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0008733.t001", "stats"=>{"downloads"=>1, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Descriptive_statistics_for_the_trait_ratings_in_Study_3_/538155", "title"=>"Descriptive statistics for the trait ratings in Study 3.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-21 03:05:43"}
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Relative Metric

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F1000Prime