{"id":21837,"date":"2023-03-13T11:49:19","date_gmt":"2023-03-13T10:49:19","guid":{"rendered":"https:\/\/www.kapcode.fr\/?p=21837"},"modified":"2023-03-15T17:03:53","modified_gmt":"2023-03-15T16:03:53","slug":"signaux-faibles","status":"publish","type":"post","link":"https:\/\/www.kapcode.fr\/en\/articles\/weak-signals\/","title":{"rendered":"Improving drug safety by detecting weak signals on social networks"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"21837\" class=\"elementor elementor-21837\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4a9e048a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a9e048a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-309071a0\" data-id=\"309071a0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-241740cc elementor-widget elementor-widget-text-editor\" data-id=\"241740cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Les r\u00e9seaux sociaux ont \u00e9t\u00e9 une r\u00e9volution num\u00e9rique ces derni\u00e8res ann\u00e9es. En perp\u00e9tuel \u00e9volution, avec une utilisation par plus de 50% de la population mondiale<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>, ces plateformes d\u2019\u00e9changes ont pris une place immense dans notre quotidien.\u00a0<\/p><p>En effet, de nombreux utilisateurs dont des patients, des aidants ou encore <strong><a href=\"https:\/\/www.kapcode.fr\/articles\/doctoctoc-covid19-twitter\/\">des professionnels de sant\u00e9 s\u2019y expriment<\/a> <\/strong>sur le v\u00e9cu d\u2019une pathologie et les traitements associ\u00e9s, sur le parcours de soins ou interrogent une communaut\u00e9 cibl\u00e9e sur certains cas particuliers de maladies. <strong>En p\u00e9riph\u00e9rie de ces \u00e9changes peuvent appara\u00eetre des signaux faibles vis-\u00e0-vis d\u2019un traitement<\/strong>. Certes faibles ces signaux peuvent atteindre de mani\u00e8re inattendue un point de basculement. <strong>Ils sont ce qui relie les ph\u00e9nom\u00e8nes en ligne aux comportements hors ligne.<\/strong><\/p><p>La fronti\u00e8re entre les r\u00e9seaux sociaux et la vie r\u00e9elle devient donc de plus en plus en mince. Les signaux faibles en ligne peuvent ainsi \u00eatre pr\u00e9curseurs d\u2019\u00e9v\u00e8nements r\u00e9els. L&rsquo;objectif de<strong> ce livre blanc est de montrer un exemple de la fa\u00e7on dont des \u00e9v\u00e8nements hors ligne auraient pu \u00eatre pr\u00e9dits par la d\u00e9tection de signaux faibles en ligne<\/strong>, plus particuli\u00e8rement dans le domaine de la sante avec <strong>une \u00e9tude de cas bas\u00e9e sur le L\u00e9vothyrox\u00ae<\/strong>.<\/p><p><strong>Pour t\u00e9l\u00e9charger le livre blanc, compl\u00e9tez le formulaire.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8431006 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8431006\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d20c547\" data-id=\"d20c547\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-612b4b0 elementor-button-align-center elementor-widget elementor-widget-form\" data-id=\"612b4b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-no-translation=\"\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>.elementor-element-612b4b0{display:none !important}<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-010aef9 elementor-button-align-center elementor-widget elementor-widget-form\" data-id=\"010aef9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" id=\"kc_form_lb_levothyrox_eng\" name=\"LB Levothyrox ENG\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"21837\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"010aef9\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"\" \/>\n\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_84ed29a elementor-col-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_84ed29a\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tNom*\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_84ed29a]\" id=\"form-field-field_84ed29a\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Nom*\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_f323a75 elementor-col-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_f323a75\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tPr\u00e9nom*\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_f323a75]\" id=\"form-field-field_f323a75\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Pr\u00e9nom*\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_c2ae2c2 elementor-col-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_c2ae2c2\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tEntreprise*\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_c2ae2c2]\" id=\"form-field-field_c2ae2c2\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Entreprise*\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-field_9c02c78 elementor-col-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_9c02c78\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tEmail*\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[field_9c02c78]\" id=\"form-field-field_9c02c78\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Email*\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00e9l\u00e9charger le livre blanc<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fe817f cst-forms-mentions elementor-widget elementor-widget-text-editor\" data-id=\"1fe817f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>* Champs obligatoires<br \/>En fournissant vos informations personnelles, vous reconnaissez avoir pris connaissance de\u00a0 <a href=\"\/politique-confidentialite\/\">notre politique de confidentialit\u00e9<\/a>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b10a8a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b10a8a5\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5849b9eb\" data-id=\"5849b9eb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5708a131 elementor-widget elementor-widget-heading\" data-id=\"5708a131\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">Sources<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d901a4 cst-post-sources elementor-widget elementor-widget-text-editor\" data-id=\"4d901a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a> Kemp, S. (2023). <i>Digital 2023 : Local Country Headlines Report \u2014 DataReportal \u2013 Global Digital Insights<\/i>. DataReportal \u2013 Global Digital Insights. <a href=\"https:\/\/datareportal.com\/reports\/digital-2023-local-country-headlines?utm_source=Global_Digital_Reports&amp;utm_medium=PDF&amp;utm_campaign=Digital_2023&amp;utm_content=Digital_2023_Global_Overview_Promo\" target=\"_blank\" rel=\"noopener\">https:\/\/datareportal.com\/reports\/digital-2023-local-country-headlines?utm_source=Global_Digital_Reports&amp;utm_medium=PDF&amp;utm_campaign=Digital_2023&amp;utm_content=Digital_2023_Global_Overview_Promo<\/a><\/p><p><a href=\"#_ftnref1\" name=\"_ftn1\"><\/a><a href=\"#_ftnref2\" name=\"_ftn1\"><\/a><a href=\"#_ftnref3\" name=\"_ftn1\"><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The experience shared by patients on social networks allows to highlight their care pathways. Weak signals can be detected within these testimonies and taken into account before the appearance of more important events in real life. <\/p>","protected":false},"author":12,"featured_media":21908,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[110],"tags":[95,51,21,18],"class_list":["post-21837","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-livre-blanc","tag-analyse","tag-experience-patient","tag-reseaux-sociaux","tag-rwd"],"_links":{"self":[{"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/posts\/21837","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/comments?post=21837"}],"version-history":[{"count":87,"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/posts\/21837\/revisions"}],"predecessor-version":[{"id":21970,"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/posts\/21837\/revisions\/21970"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/media\/21908"}],"wp:attachment":[{"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/media?parent=21837"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/categories?post=21837"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kapcode.fr\/en\/wp-json\/wp\/v2\/tags?post=21837"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}