{"id":8064,"date":"2026-10-21T07:28:01","date_gmt":"2026-10-21T07:28:01","guid":{"rendered":"https:\/\/opture.com\/?p=8064"},"modified":"2026-11-03T12:42:35","modified_gmt":"2026-11-03T12:42:35","slug":"top-thema-datenqualitaet-shit-in-shit-out-erste-hilfe-zur-erhoehung-der-datenqualitaet","status":"publish","type":"post","link":"https:\/\/opture.com\/fr\/blog\/top-thema-datenqualitaet-shit-in-shit-out-erste-hilfe-zur-erhoehung-der-datenqualitaet\/","title":{"rendered":"Th\u00e8me principal : qualit\u00e9 des donn\u00e9es : \u201e shit in \u2013 shit out \u201c. Prise en charge initiale pour am\u00e9liorer la qualit\u00e9 des donn\u00e9es."},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"8064\" class=\"elementor elementor-8064\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13bde31 e-con-full e-flex e-con e-parent\" data-id=\"13bde31\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8572f7e e-con-full e-flex e-con e-child\" data-id=\"8572f7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e151c82 elementor-widget elementor-widget-heading\" data-id=\"e151c82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">AUGMENTER LA QUALIT\u00c9 DES DONN\u00c9ES<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67ca04c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"67ca04c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pourquoi les mauvaises donn\u00e9es d\u00e9truisent tout management des risques<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22d525d elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"22d525d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Mauvais <a href=\"https:\/\/opture.com\/fr\/glossar\/#datenqualitaet\">Qualit\u00e9 des donn\u00e9es<\/a> ne conduit pas simplement \u00e0 de petites inexactitudes \u2013 elle conduit \u00e0 des d\u00e9cisions erron\u00e9es, \u00e0 une certitude artificielle, \u00e0 des priorit\u00e9s fausses et \u00e0 des mesures co\u00fbteuses qui co\u00fbtent cher \u00e0 payer. <a href=\"https:\/\/opture.com\/fr\/loesungen\/risikomanagement\/\">Risque<\/a> passer devant<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1e9c62 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"b1e9c62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Les cons\u00e9quences typiques d'une mauvaise qualit\u00e9 des donn\u00e9es<\/strong>:<\/p>\n<ul>\n<li>\u00c9carts de d\u00e9cision dans la gestion<\/li>\n<li>faible acceptation au sein de l'entreprise<\/li>\n<li>inefficace et co\u00fbteuse <a href=\"https:\/\/opture.com\/fr\/glossar\/#risikosteuerung\">Mesures de contr\u00f4le<\/a><\/li>\n<li>distort\u00e9 <a href=\"https:\/\/opture.com\/fr\/glossar\/#risikobewertung-methodik\">Calculs d\u2019exposition<\/a><\/li>\n<li>faux <a href=\"https:\/\/opture.com\/fr\/glossar\/#risikokategorien\">Classes de risque<\/a><\/li>\n<li>absence de transparence<\/li>\n<\/ul>\n<p><strong>En r\u00e9sum\u00e9 :<\/strong> Mauvais <a href=\"https:\/\/opture.com\/fr\/glossar\/#datenqualitaet\">Qualit\u00e9 des donn\u00e9es<\/a> constitue un risque personnel dans la gestion des risques.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3425097 e-grid e-con-full e-con e-child\" data-id=\"3425097\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab67ab6 ui-e-align-left ui-e-align-tablet-left ui-e-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"ab67ab6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;left&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        <img fetchpriority=\"high\" decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Kristallklare-Zahnrad-Glas-Taste-1024x1024.webp\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Kristallklare-Zahnrad-Glas-Taste-1024x1024.webp 1024w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Kristallklare-Zahnrad-Glas-Taste-300x300.webp 300w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Kristallklare-Zahnrad-Glas-Taste-150x150.webp 150w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Kristallklare-Zahnrad-Glas-Taste-768x768.webp 768w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Kristallklare-Zahnrad-Glas-Taste-12x12.webp 12w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Kristallklare-Zahnrad-Glas-Taste-650x650.webp 650w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Kristallklare-Zahnrad-Glas-Taste.webp 1254w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Probl\u00e8me n\u00b0 1 : noms de risque<\/h5><div class=\"ui-e-subtitle\"> De nombreux noms de risque sont : <\/div><\/div>\n                <div class=\"ui-e-description\">\n                    <ul><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">trop long<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Trop vague et trop cr\u00e9atif<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">non univoque<\/span><\/li><li>double (en diff\u00e9rentes langues)<\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Des phrases enti\u00e8res au lieu de mots<\/span><\/li><\/ul><p>Un roman policier n'est pas un roman d'aventure. C'est un roman d'enqu\u00eate. <strong>Premier fil de d\u00e9fense contre le chaos<\/strong>.<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33f5ab9 ui-e-align-left ui-e-align-tablet-left ui-e-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"33f5ab9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;left&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        <img decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaeserne-Molekuel-Icon-Kachel-1024x1024.webp\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaeserne-Molekuel-Icon-Kachel-1024x1024.webp 1024w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaeserne-Molekuel-Icon-Kachel-300x300.webp 300w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaeserne-Molekuel-Icon-Kachel-150x150.webp 150w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaeserne-Molekuel-Icon-Kachel-768x768.webp 768w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaeserne-Molekuel-Icon-Kachel-12x12.webp 12w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaeserne-Molekuel-Icon-Kachel-650x650.webp 650w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaeserne-Molekuel-Icon-Kachel.webp 1254w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Probl\u00e8me n\u00b0 2 : description des risques<\/h5><div class=\"ui-e-subtitle\"> De nombreuses descriptions de risque sont les suivantes : <\/div><\/div>\n                <div class=\"ui-e-description\">\n                    <ul><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">trop technique<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">trop abstrait<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Incompleet<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Incompr\u00e9hensible<\/span><\/li><\/ul><p>Si un <a href=\"https:\/\/opture.com\/fr\/glossar\/#risikoidentifikation\">Responsable des risques<\/a> qu\u2019il ne peut pas expliquer son propre texte, c\u2019est la <strong>La description est presque inutile<\/strong>.<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3846b39 ui-e-align-left ui-e-align-tablet-left ui-e-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"3846b39\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;left&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        <img decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Diagramm-mit-Abwaertspfeil-1024x1024.webp\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Diagramm-mit-Abwaertspfeil-1024x1024.webp 1024w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Diagramm-mit-Abwaertspfeil-300x300.webp 300w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Diagramm-mit-Abwaertspfeil-150x150.webp 150w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Diagramm-mit-Abwaertspfeil-768x768.webp 768w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Diagramm-mit-Abwaertspfeil-12x12.webp 12w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Diagramm-mit-Abwaertspfeil-650x650.webp 650w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Diagramm-mit-Abwaertspfeil.webp 1254w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Probl\u00e8me n\u00b0 3 : \u00e9valuation des risques (m\u00e9thodologie)<\/h5><div class=\"ui-e-subtitle\"> De nombreuses entreprises utilisent des m\u00e9thodes d'\u00e9valuation incorrectes et complexes : <\/div><\/div>\n                <div class=\"ui-e-description\">\n                    <ul><li>\u00c9l\u00e9ments de configuration de fonctions de distribution incorrectes<\/li><li>Mod\u00e8les d\u00e9pendants du simulateur de MC utilis\u00e9<\/li><li>Transmission de l'\u00e9valuation au responsable de la gestion des risques<\/li><\/ul><p>Souvent, on trouve <strong>Fonctions de r\u00e9partition incorrectes<\/strong> utilis\u00e9 pour des risques (par exemple. <a href=\"https:\/\/opture.com\/fr\/glossar\/#dreiecksverteilung\">Tro\u00efka<\/a>\u2013 au lieu de <a href=\"https:\/\/opture.com\/fr\/glossar\/#risikoaggregation\">Distorsion \u00e0 trois points<\/a>). Cela a entra\u00een\u00e9 des erreurs de r\u00e9sultats massives (plus importantes que les erreurs de syst\u00e8me ou de mod\u00e8le).<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d74a170 ui-e-align-left ui-e-align-tablet-left ui-e-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"d74a170\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;position&quot;:&quot;left&quot;,&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        <img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Warnschild-mit-rotem-Ausrufezeichen-1024x1024.webp\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Warnschild-mit-rotem-Ausrufezeichen-1024x1024.webp 1024w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Warnschild-mit-rotem-Ausrufezeichen-300x300.webp 300w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Warnschild-mit-rotem-Ausrufezeichen-150x150.webp 150w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Warnschild-mit-rotem-Ausrufezeichen-768x768.webp 768w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Warnschild-mit-rotem-Ausrufezeichen-12x12.webp 12w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Warnschild-mit-rotem-Ausrufezeichen-650x650.webp 650w, https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Glaesernes-Warnschild-mit-rotem-Ausrufezeichen.webp 1254w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">Probl\u00e8me n\u00b0 4 : \u00e9valuation des risques (connaissances)<\/h5><div class=\"ui-e-subtitle\"> De nombreuses entreprises exigent de leurs responsables de la gestion des risques : <\/div><\/div>\n                <div class=\"ui-e-description\">\n                    <ul><li>Choisir des fonctions de distribution<\/li><li>D\u00e9finir et estimer des param\u00e8tres et des moments<\/li><li>Comprendre les mod\u00e8les math\u00e9matiques<\/li><\/ul><p>C\u2019est irr\u00e9aliste. <em>\u201eLe choix de <a href=\"https:\/\/opture.com\/fr\/glossar\/#verteilungsfunktion\">Fonction de distribution<\/a> C\u2019est impossible pour un RV sans instruction (!) de faire cela \u00e0 90%.\u201c<\/em><\/p><p>Les responsables des risques sont <strong>aucun math\u00e9maticien financier<\/strong>. Ils doivent <strong>\u00c9valuer<\/strong>, Pas de mod\u00e9lisation.<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9981e42 e-con-full e-flex e-con e-child\" data-id=\"9981e42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b39008 elementor-widget elementor-widget-heading\" data-id=\"2b39008\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Fonctions de r\u00e9partition correctes<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0140c7 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"a0140c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Le classique - r\u00e9partition en triangle vs. r\u00e9partition en trois points<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32ed58f elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"32ed58f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Le choix de la bonne <a href=\"https:\/\/opture.com\/fr\/glossar\/#verteilungsfunktion\">Fonction de distribution<\/a> a eu une influence consid\u00e9rable sur <a href=\"https:\/\/opture.com\/fr\/glossar\/#monte-carlo-simulation\">R\u00e9sultats de simulation<\/a> et calcul\u00e9 les expositions au risque.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d123ff3 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"d123ff3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Dans la pratique, un signe fr\u00e9quent <strong>Erreur<\/strong> Lors du choix des <a href=\"https:\/\/opture.com\/fr\/glossar\/#verteilungsfunktion\">Fonction de distribution<\/a>, le fait que des risques soient faussement attribu\u00e9s \u00e0 <a href=\"https:\/\/opture.com\/fr\/glossar\/#dreiecksverteilung\"><strong>Distributions triangulaires<\/strong> <\/a>sont caract\u00e9ris\u00e9s\/\u00e9valu\u00e9s, bien que :<\/p>\n<ul>\n<li>distribu\u00e9 discr\u00e8tement,<\/li>\n<li>asym\u00e9trique,<\/li>\n<li>grand-t\u00eate<\/li>\n<\/ul>\n<p>sont. <strong>Exemples de risques<\/strong> Il s\u2019agit d\u2019attaques informatiques, incendies de sites industriels, violations de la conformit\u00e9, catastrophes naturelles, etc.<\/p>\n<p><strong>En r\u00e9sum\u00e9 :<\/strong> Ces risques doivent \u00eatre pris en consid\u00e9ration <a href=\"https:\/\/opture.com\/fr\/glossar\/#risikobewertung-methodik\"><strong>Estimations \u00e0 trois points<\/strong><\/a> (Meilleur, Normale, P\u00e9nible), aucune <a href=\"https:\/\/opture.com\/fr\/glossar\/#dreiecksverteilung\">Distributions triangulaires<\/a>.<\/p>\n<p>Pourquoi ?<\/p>\n<p>Une <a href=\"https:\/\/opture.com\/fr\/glossar\/#dreiecksverteilung\">Distorsion triangulaire<\/a> produit :<\/p>\n<ul>\n<li>Probabilit\u00e9s invent\u00e9es<\/li>\n<li>Faire trop d\u2019accent sur les dommages les plus probables<\/li>\n<li>Une sous-estimation massive des risques li\u00e9s aux queues<\/li>\n<li>limitation artificielle de la distribution\u00a0<\/li>\n<\/ul>\n<p><strong>En r\u00e9sum\u00e9 :<\/strong> Une <a href=\"https:\/\/opture.com\/fr\/glossar\/#dreiecksverteilung\">Distorsion triangulaire<\/a> C\u2019est trop simple et m\u00e9thodiquement incorrect pour ces types de risque.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-052c5a0 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"052c5a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Lors de l'\u00e9valuation des risques, des fonctions de distribution sont appliqu\u00e9es. <strong>3 risques graves<\/strong>:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89c23b2 e-grid e-con-full e-con e-child\" data-id=\"89c23b2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;shape_divider_top&quot;:&quot;triangle&quot;}\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M500,98.9L0,6.1V0h1000v6.1L500,98.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7759ecd e-con-full e-flex e-con e-child\" data-id=\"7759ecd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-633589e ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"633589e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        \n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">80%<\/h5><\/div>\n                <div class=\"ui-e-description\">\n                    <p><span style=\"font-weight: 400\">le <a href=\"https:\/\/opture.com\/fr\/glossar\/#risikoeigner\">Responsables de la s\u00e9curit\u00e9<\/a> sont inclus dans la s\u00e9lection de <a href=\"https:\/\/opture.com\/fr\/glossar\/#verteilungsfunktion\">Fonctions de distribution<\/a> et leur \u00e9valuation est d\u00e9pass\u00e9e.<\/span><\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bbf0c5e e-con-full e-flex e-con e-child\" data-id=\"bbf0c5e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07c98c8 ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"07c98c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        \n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">70%<\/h5><\/div>\n                <div class=\"ui-e-description\">\n                    <p><span style=\"font-weight: 400\">Les gestionnaires centraux de risques donnent <a href=\"https:\/\/opture.com\/fr\/glossar\/#verteilungsfunktion\">Fonctions VT<\/a> Ils effectuent \u00e9galement les \u00e9valuations avant et apr\u00e8s.<\/span><\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-64d9d5f e-con-full e-flex e-con e-child\" data-id=\"64d9d5f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2422a4c ui-e-align-left ui-e-align-tablet-left ui-e-align-mobile-left elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-uicore-icon-box\" data-id=\"2422a4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;content_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;content_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-widget_type=\"uicore-icon-box.default\">\n\t\t\t\t\t\n        <div class=\"ui-e-ico-box\" >\n\n            \n            <div class='ui-e-flex-wrp'>\n\n                                    <div class=\"ui-e-icon-wrp\">\n\n                        \n                    <\/div>\n                \n                \n            <\/div>\n\n            <div class=\"ui-e-box-content\">\n                <div class=\"ui-e-title-wrp\"><h5 class=\"ui-e-title\">60-80%<\/h5><\/div>\n                <div class=\"ui-e-description\">\n                    <p>les r\u00e9sultats sont biais\u00e9s parce que les donn\u00e9es sont inappropri\u00e9es <a href=\"https:\/\/opture.com\/fr\/glossar\/#verteilungsfunktion\">Hypoth\u00e8ses de r\u00e9partition<\/a> et des param\u00e8tres qui entra\u00eenent les erreurs plus fortement que le mod\u00e8le lui-m\u00eame.<\/p>                <\/div>\n\n                \n            <\/div>\n        <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e20b76 e-con-full e-flex e-con e-child\" data-id=\"2e20b76\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cc0a2b7 elementor-widget elementor-widget-heading\" data-id=\"cc0a2b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Liste de contr\u00f4le pour les responsables de la s\u00e9curit\u00e9 des donn\u00e9es<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d01ccc elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"0d01ccc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Liste de contr\u00f4le pour les responsables de la s\u00e9curit\u00e9<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b95385 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"7b95385\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Voici ci-dessous une liste de contr\u00f4le courte pour <strong>Responsable des risques<\/strong>, afin d\u2019am\u00e9liorer la qualit\u00e9 des donn\u00e9es.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d9172e ui-e-icon-left ui-e-left elementor-align-left elementor-widget elementor-widget-uicore-icon-list\" data-id=\"0d9172e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uicore-icon-list.default\">\n\t\t\t\t\t        <ul>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <span class=\"ui-e-title\">\n                            Des noms de risque clairs et courts (max. 3-5 mots ; des substantifs en d\u00e9but de nom)                        <\/span>\n                        <p class=\"ui-e-text\">  <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <i aria-hidden=\"true\" class=\"ti ti-check\"><\/i>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <span class=\"ui-e-title\">\n                            Des descriptions compr\u00e9hensibles (d\u00e9clenchement, cause, cons\u00e9quence)                        <\/span>\n                        <p class=\"ui-e-text\">  <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <i aria-hidden=\"true\" class=\"ti ti-check\"><\/i>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <span class=\"ui-e-title\">\n                            R\u00e9duction des erreurs de calcul (exp\u00e9riences, plausibilit\u00e9s, \u00e9viter les \u00e9valuations extr\u00eames)                        <\/span>\n                        <p class=\"ui-e-text\">  <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <i aria-hidden=\"true\" class=\"ti ti-check\"><\/i>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <span class=\"ui-e-title\">\n                            Estimation r\u00e9aliste et compr\u00e9hensible                         <\/span>\n                        <p class=\"ui-e-text\">  <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <i aria-hidden=\"true\" class=\"ti ti-check\"><\/i>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                            <li >\n\n                    <div class=\"ui-e-wrap\">\n                    \n                    \n                    <div class=\"ui-e-content\">\n                        <span class=\"ui-e-title\">\n                            R\u00e9gularit\u00e9 des informations (d\u00e9rivation et explication des contenus)                        <\/span>\n                        <p class=\"ui-e-text\">  <\/p>\n                    <\/div>\n\n                                            <div class=\"ui-e-icon\">\n                            <i aria-hidden=\"true\" class=\"ti ti-check\"><\/i>                        <\/div>\n                    \n                    <\/div>\n                <\/li>\n                    <\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd44ace elementor-widget elementor-widget-html\" data-id=\"cd44ace\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"opture-fazit-box\">\n  <div class=\"opture-fazit-accent\" aria-hidden=\"true\"><\/div>\n\n  <div class=\"opture-fazit-icon\" aria-hidden=\"true\">\n    \u2713\n  <\/div>\n\n  <div class=\"opture-fazit-content\">\n    <span class=\"opture-fazit-label\">CONCLUSION<\/span>\n\n    <h3>La qualit\u00e9 des donn\u00e9es d\u00e9termine l\u2019acceptation de la gestion des risques<\/h3>\n\n    <p>\n      La qualit\u00e9 des donn\u00e9es d\u00e9termine si la gestion des risques est efficace. <b>Instrument de contr\u00f4le<\/b> ou un <b>Outil de documentation<\/b> C\u2019est vrai. Des donn\u00e9es erron\u00e9es ou incoh\u00e9rentes faussent les r\u00e9sultats plus que toute autre m\u00e9thode, tandis que des donn\u00e9es de qualit\u00e9 stabilisent l\u2019\u00e9valuation, minimisent les erreurs de calcul et rendent la gestion des risques fiable pour la premi\u00e8re fois. La qualit\u00e9 des donn\u00e9es est donc la cl\u00e9. <b>Le facteur cl\u00e9 de succ\u00e8s<\/b> Dans l'ensemble du processus de prise de risque.\n    <\/p>\n\n    <div class=\"opture-fazit-points\">\n      <span>Des noms de risque courts et pr\u00e9cis<\/span>\n      <span>Description pr\u00e9cise des risques<\/span>\n      <span>\u00c9valuation des risques correcte<\/span>\n    <\/div>\n  <\/div>\n\n  <div class=\"opture-fazit-visual\" aria-hidden=\"true\">\n    <span class=\"opture-bar opture-bar-1\"><\/span>\n    <span class=\"opture-bar opture-bar-2\"><\/span>\n    <span class=\"opture-bar opture-bar-3\"><\/span>\n    <span class=\"opture-bar opture-bar-4\"><\/span>\n    <span class=\"opture-bar opture-bar-5\"><\/span>\n  <\/div>\n<\/div>\n\n<style>\n.opture-fazit-box {\n  position: relative;\n  display: grid;\n  grid-template-columns: auto minmax(0, 1fr) 170px;\n  align-items: center;\n  gap: 24px;\n  padding: 34px 36px;\n  margin-top: 34px;\n  overflow: hidden;\n\n  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height: 45px;\n}\n\n.opture-bar-3 {\n  height: 63px;\n}\n\n.opture-bar-4 {\n  height: 82px;\n}\n\n.opture-bar-5 {\n  height: 104px;\n\n  border-color: rgba(181, 9, 16, 0.25);\n  background: linear-gradient(180deg, #d91b24 0%, #a90810 100%);\n\n  box-shadow:\n    0 8px 20px rgba(181, 9, 16, 0.20),\n    inset 0 1px 0 rgba(255, 255, 255, 0.22);\n}\n\n@media (max-width: 1024px) {\n  .opture-fazit-box {\n    grid-template-columns: auto minmax(0, 1fr);\n  }\n\n  .opture-fazit-visual {\n    display: none;\n  }\n}\n\n@media (max-width: 767px) {\n  .opture-fazit-box {\n    grid-template-columns: 1fr;\n    gap: 16px;\n\n    padding: 26px 22px;\n    border-radius: 17px;\n  }\n\n  .opture-fazit-accent {\n    left: 22px;\n  }\n\n  .opture-fazit-icon {\n    width: 46px;\n    height: 46px;\n    flex-basis: 46px;\n\n    border-radius: 13px;\n    font-size: 21px;\n  }\n\n  .opture-fazit-content h3 {\n    font-size: 21px;\n  }\n\n  .opture-fazit-content p {\n    font-size: 15px;\n    line-height: 1.65;\n  }\n\n  .opture-fazit-points {\n    display: grid;\n    gap: 8px;\n    margin-top: 16px;\n  }\n\n  .opture-fazit-points span {\n    font-size: 14px;\n  }\n}\n<\/style>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>La qualit\u00e9 des donn\u00e9es n\u2019est pas un d\u00e9tail technique, pas un point d\u2019audit fastidieux et encore moins un \u201e must-have \u201c. Elle est la colonne vert\u00e9brale de toute gestion moderne des risques. Si les donn\u00e9es sont mauvaises, toute la gestion des risques est mauvaise et conduit \u00e0 une faible acceptation et \u00e0 une gestion des risques d\u00e9form\u00e9e.<\/p>","protected":false},"author":2,"featured_media":8196,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,7,29,28,25],"tags":[],"class_list":["post-8064","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-blog","category-datenqualitaet","category-risikosteuerung","category-simulation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Datenqualit\u00e4t im Risikomanagement verbessern | OPTURE<\/title>\n<meta name=\"description\" content=\"Datenqualit\u00e4t im Risikomanagement verbessern: Erfahren Sie, wie klare Risikobeschreibungen und fundierte Bewertungen Fehler vermeiden.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/opture.com\/fr\/blog\/top-thema-datenqualitaet-shit-in-shit-out-erste-hilfe-zur-erhoehung-der-datenqualitaet\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Datenqualit\u00e4t im Risikomanagement verbessern | OPTURE\" \/>\n<meta property=\"og:description\" content=\"Datenqualit\u00e4t im Risikomanagement verbessern: Erfahren Sie, wie klare Risikobeschreibungen und fundierte Bewertungen Fehler vermeiden.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/opture.com\/fr\/blog\/top-thema-datenqualitaet-shit-in-shit-out-erste-hilfe-zur-erhoehung-der-datenqualitaet\/\" \/>\n<meta property=\"og:site_name\" content=\"Opture\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-21T07:28:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-11-03T12:42:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/opture.com\/wp-content\/uploads\/2026\/10\/Neon-Netzwerkzentrale-im-Cyberraum-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1961\" \/>\n\t<meta property=\"og:image:height\" content=\"802\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"eleni\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"eleni\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/opture.com\\\/blog\\\/top-thema-datenqualitaet-shit-in-shit-out-erste-hilfe-zur-erhoehung-der-datenqualitaet\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/opture.com\\\/blog\\\/top-thema-datenqualitaet-shit-in-shit-out-erste-hilfe-zur-erhoehung-der-datenqualitaet\\\/\"},\"author\":{\"name\":\"eleni\",\"@id\":\"https:\\\/\\\/opture.com\\\/#\\\/schema\\\/person\\\/cdeeb3e46dd02ec81a514acc4fe38e25\"},\"headline\":\"Top-Thema Datenqualit\u00e4t: \u201eShit in \u2013 Shit out\u201c. 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