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{"id":945,"date":"2018-12-03T12:48:45","date_gmt":"2018-12-03T12:48:45","guid":{"rendered":"http:\/\/courses.shroutdocs.org\/dcs104-fall2018\/?p=945"},"modified":"2018-12-06T20:26:56","modified_gmt":"2018-12-06T20:26:56","slug":"ethical-concerns-when-working-with-data","status":"publish","type":"post","link":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/2018\/12\/03\/ethical-concerns-when-working-with-data\/","title":{"rendered":"Ethical Concerns When Working with Data"},"content":{"rendered":"<ul>\n<li>Data is not objective, and is not neutral. (Noble, O&#8217;Neill)<\/li>\n<li>Human motives influence the bias in the data. (<a href=\"https:\/\/via.hypothes.is\/https:\/\/shelterforce.org\/2018\/08\/22\/eviction-lab-misses-the-mark\/\">Eviction Lab<\/a>)<\/li>\n<li>Readers might not be aware of these biases. (<a href=\"http:\/\/via.hypothes.is\/https:\/\/www.dropbox.com\/s\/4g3waq41fiekf95\/Kievit%20%5BSimpson%27s%20Paradox%5D.pdf?dl=0\">Simpson&#8217;s Paradox<\/a>, <a href=\"http:\/\/via.hypothes.is\/https:\/\/www.dropbox.com\/s\/j6oj2rw64bwhaab\/Asimov%20%5BPsychohistory%5D.pdf?dl=0\">Asimov<\/a>)<\/li>\n<li>Data needs to be looked at in context. (<a href=\"https:\/\/via.hypothes.is\/lklein.com\/2012\/01\/a-report-has-come-here-social-network-analysis-in-the-papers-of-thomas-jefferson\/\">Klein<\/a>, <a href=\"http:\/\/via.hypothes.is\/http:\/\/www.kanarinka.com\/wp-content\/uploads\/2015\/07\/IEEE_Feminist_Data_Visualization.pdf\">Klein and D&#8217;Ignazsio<\/a>)<\/li>\n<li>Lack of depth\/context can lead to unintentional bias. (Eviction Lab, O&#8217;Grada and Guinnane)<\/li>\n<li>In order for users to feel safe, they should understand how\/where data is being collected. (Eviction Lab, Force 11)<\/li>\n<li>Not enough people know that data is not your own. (<a href=\"https:\/\/via.hypothes.is\/https:\/\/www.womenandperformance.org\/bonus-articles-1\/jacob-gaboury-28-2\">Gabourey<\/a>)<\/li>\n<li>Verifying your data<\/li>\n<li>Make sure your survey design is good (<a href=\"https:\/\/via.hypothes.is\/https:\/\/shelterforce.org\/2018\/08\/22\/eviction-lab-misses-the-mark\/\">Eviction Lab<\/a>)<\/li>\n<li>Consent (<a href=\"https:\/\/makingnoiseandhearingthings.com\/2018\/08\/31\/what-you-can-cant-and-shouldnt-do-with-social-media-data\/\">What you Can&#8217;t and Shouldn&#8217;t do with social media<\/a>)<\/li>\n<li>It is not always clear what your audience is when using social media to collect data\u00a0 (Gabourey, Klein, Healy)<\/li>\n<li>Think about the financial incentives (Gabourey)<\/li>\n<li>Publishing accurate statistics makes it possible to infer personal information (Healy)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Data is not objective, and is not neutral. (Noble, O&#8217;Neill) Human motives influence the bias in the data. (Eviction Lab) Readers might not be aware of these biases. (Simpson&#8217;s Paradox, Asimov) Data needs to be looked at in context. (Klein, Klein and D&#8217;Ignazsio) Lack of depth\/context can lead to unintentional bias. (Eviction Lab, O&#8217;Grada and&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-945","post","type-post","status-publish","format-standard","hentry","category-admin-and-announcements"],"_links":{"self":[{"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/posts\/945","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/comments?post=945"}],"version-history":[{"count":7,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/posts\/945\/revisions"}],"predecessor-version":[{"id":1002,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/posts\/945\/revisions\/1002"}],"wp:attachment":[{"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/media?parent=945"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/categories?post=945"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/tags?post=945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}