{"id":3895,"date":"2021-09-13T15:58:59","date_gmt":"2021-09-13T13:58:59","guid":{"rendered":"https:\/\/eticasfoundation.org\/https-eticasfoundation-org-algorithms-case-amazons-free-same-day-delivery-bias\/"},"modified":"2021-09-14T20:14:49","modified_gmt":"2021-09-14T18:14:49","slug":"amazons-free-same-day-delivery-bias","status":"publish","type":"post","link":"https:\/\/dev.eticasfoundation.org\/es\/amazons-free-same-day-delivery-bias\/","title":{"rendered":"Amazon\u2019s Prime Same Day Delivery racial bias"},"content":{"rendered":"<p><img loading=\"lazy\" width=\"800\" height=\"488\" src=\"https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/7-1024x625.jpg\" alt=\"\" srcset=\"https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/7-1024x625.jpg 1024w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/7-300x183.jpg 300w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/7-768x469.jpg 768w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/7.jpg 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<p>Amazon&#8217;s recently upgraded its Prime service with an option called Prime Free Same Day Delivery that allows customers in certain areas to receive select products within 24 hours free of charge (Soper and Ingold 2016).<\/p>\n<p>However, according to a 2016 investigation carried out by Bloomberg, the service excludes many ZIP codes that correspond to neighborhoods predominantly inhabited by black communities. According to the report: \u201cIn Atlanta, Chicago, Dallas, and Washington (&#8230;) black citizens are about half as likely to live in neighborhoods with access to Amazon same-day delivery as white residents&#8221; (ibid). In the case of Boston, the disparity is striking. The three ZIP codes that include the primarily black neighborhood of Roxbury are all excluded from Amazon&#8217;s Prime Free Same Day Delivery service whereas every neighborhoods that borders Roxbury are included (ibid).<\/p>\n<p>No evidence points to Amazon&#8217;s delivery algorithm making decisions based on race (ibid)d. However, the output of the algorithm is undeniably racially discriminatory. Amazon claims that there is no discriminatory intent, rather that ZIP codes within cities are only excluded based on cost and efficiency calculations related to the proportion of Prime members in an area and the distance between the area and the closest Amazon warehouse. This means that Amazon claims Boston&#8217;s Roxbury is not included in the service because they don&#8217;t have enough Prime members, and\/or they are too far from the nearest shipping warehouse.<\/p>\n<p>Sorelle Friedler, a professor at Haverford College who concentrates studies in data bias, explains that \u201cThere is so much systemic bias with respect to race. If you aren\u2019t purposefully trying to identify it and correct it, this bias is likely to creep into your outcomes&#8221; (ibid). Amazon has stated that it hopes to correct such bias and has announced that the same-day delivery option will soon extend to every ZIP code in previously launched cities. The company, however, has not provided a timetable for this expansion.<\/p>","protected":false},"excerpt":{"rendered":"<p>Amazon&#8217;s recently upgraded its Prime service with an option called Prime Free Same Day Delivery that allows customers in certain areas to receive select products within 24 hours free of charge (Soper and Ingold 2016). However, according to a 2016 investigation carried out by Bloomberg, the service excludes many ZIP codes that correspond to neighborhoods [&hellip;]<\/p>","protected":false},"author":1,"featured_media":4238,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.5.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Amazon\u2019s Prime Same Day Delivery racial bias - Eticas Foundation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev.eticasfoundation.org\/es\/amazons-free-same-day-delivery-bias\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Amazon\u2019s Prime Same Day Delivery racial bias - Eticas Foundation\" \/>\n<meta property=\"og:description\" content=\"Amazon&#8217;s recently upgraded its Prime service with an option called Prime Free Same Day Delivery that allows customers in certain areas to receive select products within 24 hours free of charge (Soper and Ingold 2016). However, according to a 2016 investigation carried out by Bloomberg, the service excludes many ZIP codes that correspond to neighborhoods [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dev.eticasfoundation.org\/es\/amazons-free-same-day-delivery-bias\/\" \/>\n<meta property=\"og:site_name\" content=\"Eticas Foundation\" \/>\n<meta property=\"article:published_time\" content=\"2021-09-13T13:58:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-09-14T18:14:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dev.eticasfoundation.org\/wp-content\/uploads\/2021\/09\/7.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"781\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"AdminEticas\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"AdminEticas\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/\"},\"author\":{\"name\":\"AdminEticas\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/#\/schema\/person\/ead653a349ca928dcc2954059eee6371\"},\"headline\":\"Amazon\u2019s Prime Same Day Delivery racial bias\",\"datePublished\":\"2021-09-13T13:58:59+00:00\",\"dateModified\":\"2021-09-14T18:14:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/\"},\"wordCount\":323,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/#organization\"},\"articleSection\":[\"Algorithms\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/\",\"url\":\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/\",\"name\":\"Amazon\u2019s Prime Same Day Delivery racial bias - Eticas Foundation\",\"isPartOf\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/#website\"},\"datePublished\":\"2021-09-13T13:58:59+00:00\",\"dateModified\":\"2021-09-14T18:14:49+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/dev.eticasfoundation.org\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Amazon\u2019s Prime Same Day Delivery racial bias\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/#website\",\"url\":\"https:\/\/dev.eticasfoundation.org\/\",\"name\":\"Eticas Foundation\",\"description\":\"Society \u00b7 Technology \u00b7 Responsibility\",\"publisher\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/dev.eticasfoundation.org\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/#organization\",\"name\":\"Eticas Foundation\",\"url\":\"https:\/\/dev.eticasfoundation.org\/\",\"sameAs\":[],\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/eticasfoundation.org\/wp-content\/uploads\/2020\/04\/eticas-foundation-logo-grande.png\",\"contentUrl\":\"https:\/\/eticasfoundation.org\/wp-content\/uploads\/2020\/04\/eticas-foundation-logo-grande.png\",\"width\":750,\"height\":400,\"caption\":\"Eticas Foundation\"},\"image\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/#\/schema\/person\/ead653a349ca928dcc2954059eee6371\",\"name\":\"AdminEticas\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/90181f6f40d4446cd4408143b407fc9a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/90181f6f40d4446cd4408143b407fc9a?s=96&d=mm&r=g\",\"caption\":\"AdminEticas\"},\"url\":\"https:\/\/dev.eticasfoundation.org\/es\/author\/admineticas\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Amazon\u2019s Prime Same Day Delivery racial bias - Eticas Foundation","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dev.eticasfoundation.org\/es\/amazons-free-same-day-delivery-bias\/","og_locale":"es_ES","og_type":"article","og_title":"Amazon\u2019s Prime Same Day Delivery racial bias - Eticas Foundation","og_description":"Amazon&#8217;s recently upgraded its Prime service with an option called Prime Free Same Day Delivery that allows customers in certain areas to receive select products within 24 hours free of charge (Soper and Ingold 2016). However, according to a 2016 investigation carried out by Bloomberg, the service excludes many ZIP codes that correspond to neighborhoods [&hellip;]","og_url":"https:\/\/dev.eticasfoundation.org\/es\/amazons-free-same-day-delivery-bias\/","og_site_name":"Eticas Foundation","article_published_time":"2021-09-13T13:58:59+00:00","article_modified_time":"2021-09-14T18:14:49+00:00","og_image":[{"width":1280,"height":781,"url":"https:\/\/dev.eticasfoundation.org\/wp-content\/uploads\/2021\/09\/7.jpg","type":"image\/jpeg"}],"author":"AdminEticas","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"AdminEticas","Tiempo de lectura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/#article","isPartOf":{"@id":"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/"},"author":{"name":"AdminEticas","@id":"https:\/\/dev.eticasfoundation.org\/#\/schema\/person\/ead653a349ca928dcc2954059eee6371"},"headline":"Amazon\u2019s Prime Same Day Delivery racial bias","datePublished":"2021-09-13T13:58:59+00:00","dateModified":"2021-09-14T18:14:49+00:00","mainEntityOfPage":{"@id":"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/"},"wordCount":323,"commentCount":0,"publisher":{"@id":"https:\/\/dev.eticasfoundation.org\/#organization"},"articleSection":["Algorithms"],"inLanguage":"es","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/","url":"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/","name":"Amazon\u2019s Prime Same Day Delivery racial bias - Eticas Foundation","isPartOf":{"@id":"https:\/\/dev.eticasfoundation.org\/#website"},"datePublished":"2021-09-13T13:58:59+00:00","dateModified":"2021-09-14T18:14:49+00:00","breadcrumb":{"@id":"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/dev.eticasfoundation.org\/amazons-free-same-day-delivery-bias\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dev.eticasfoundation.org\/"},{"@type":"ListItem","position":2,"name":"Amazon\u2019s Prime Same Day Delivery racial bias"}]},{"@type":"WebSite","@id":"https:\/\/dev.eticasfoundation.org\/#website","url":"https:\/\/dev.eticasfoundation.org\/","name":"Eticas Foundation","description":"Society \u00b7 Technology \u00b7 Responsibility","publisher":{"@id":"https:\/\/dev.eticasfoundation.org\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dev.eticasfoundation.org\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/dev.eticasfoundation.org\/#organization","name":"Eticas Foundation","url":"https:\/\/dev.eticasfoundation.org\/","sameAs":[],"logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/dev.eticasfoundation.org\/#\/schema\/logo\/image\/","url":"https:\/\/eticasfoundation.org\/wp-content\/uploads\/2020\/04\/eticas-foundation-logo-grande.png","contentUrl":"https:\/\/eticasfoundation.org\/wp-content\/uploads\/2020\/04\/eticas-foundation-logo-grande.png","width":750,"height":400,"caption":"Eticas Foundation"},"image":{"@id":"https:\/\/dev.eticasfoundation.org\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/dev.eticasfoundation.org\/#\/schema\/person\/ead653a349ca928dcc2954059eee6371","name":"AdminEticas","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/dev.eticasfoundation.org\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/90181f6f40d4446cd4408143b407fc9a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/90181f6f40d4446cd4408143b407fc9a?s=96&d=mm&r=g","caption":"AdminEticas"},"url":"https:\/\/dev.eticasfoundation.org\/es\/author\/admineticas\/"}]}},"jetpack_featured_media_url":"https:\/\/dev.eticasfoundation.org\/wp-content\/uploads\/2021\/09\/7.jpg","_links":{"self":[{"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/posts\/3895"}],"collection":[{"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/comments?post=3895"}],"version-history":[{"count":1,"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/posts\/3895\/revisions"}],"predecessor-version":[{"id":4179,"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/posts\/3895\/revisions\/4179"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/media\/4238"}],"wp:attachment":[{"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/media?parent=3895"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/categories?post=3895"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.eticasfoundation.org\/es\/wp-json\/wp\/v2\/tags?post=3895"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}