{"id":59129,"date":"2023-11-01T14:28:19","date_gmt":"2023-11-01T13:28:19","guid":{"rendered":"https:\/\/www.carolinacampalans.com\/glossary\/ley-de-goodhart\/"},"modified":"2023-11-01T14:28:19","modified_gmt":"2023-11-01T13:28:19","slug":"ley-de-goodhart","status":"publish","type":"glosario","link":"https:\/\/www.carolinacampalans.com\/?glosario=ley-de-goodhart","title":{"rendered":"ley de Goodhart"},"content":{"rendered":"<div class=\"ttr_start\"><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>Principio que establece que cuando un indicador se convierte en el objetivo pierde su contenido informativo.<\/p>\n<\/div><div class=\"fusion-text fusion-text-2\">\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Descripci\u00f3n<\/h2><\/div><div class=\"fusion-text fusion-text-3\"><p data-path-to-node=\"0\">La Ley de Goodhart es un principio que advierte sobre los peligros de utilizar m\u00e9tricas para dirigir comportamientos. Su definici\u00f3n m\u00e1s famosa y sencilla es:<\/p>\n<blockquote>\n<p data-path-to-node=\"1,0\">Cuando una medida se convierte en un objetivo, deja de ser una buena medida.<\/p>\n<\/blockquote>\n<p data-path-to-node=\"2\">Esta frase, popularizada por la antrop\u00f3loga Marilyn Strathern, resume un fen\u00f3meno psicol\u00f3gico y econ\u00f3mico: en cuanto las personas saben que ser\u00e1n evaluadas seg\u00fan un n\u00famero espec\u00edfico, har\u00e1n todo lo posible para \u00aboptimizar\u00bb ese n\u00famero, incluso si eso significa sacrificar el prop\u00f3sito real que hab\u00eda detr\u00e1s.<\/p>\n<\/div><div class=\"fusion-text fusion-text-4\"><p>La ley la formul\u00f3 el economista Charles Goodhart en la d\u00e9cada de 1970. Inicialmente, se refer\u00eda a cuestiones de estad\u00edstica, pero posteriormente se ha ido aplicando a otras materias y especialmente al campo del an\u00e1lisis econ\u00f3mico.<\/p>\n<p>Su formulaci\u00f3n original planteaba que \u00abcualquier regularidad estad\u00edstica observada tender\u00e1 a desplomarse una vez se presione para utilizarla con prop\u00f3sitos de control\u00bb.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Causas<\/h3><\/div><div class=\"fusion-text fusion-text-5\"><p data-path-to-node=\"10\">La Ley de Goodhart ocurre por dos razones principales:<\/p>\n<ul data-path-to-node=\"11\">\n<li>\n<p data-path-to-node=\"11,0,0\"><b data-path-to-node=\"11,0,0\" data-index-in-node=\"0\">El \u00abjuego\u00bb del sistema:<\/b> Los seres humanos somos ingeniosos. Si damos a alguien un incentivo basado en un n\u00famero, esa persona encontrar\u00e1 el camino m\u00e1s corto hacia dicho n\u00famero, aunque no sea el camino que dese\u00e1bamos.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"11,1,0\"><b data-path-to-node=\"11,1,0\" data-index-in-node=\"0\">Confundir el indicador con el \u00e9xito:<\/b> Una m\u00e9trica suele ser solo un <em>proxy<\/em> (un sustituto) de la realidad. Por ejemplo, una buena nota en un examen es un indicador de aprendizaje, pero no <i data-path-to-node=\"11,1,0\" data-index-in-node=\"187\">es<\/i> el aprendizaje. Si el objetivo es solo la nota, el estudiante copiar\u00e1 o memorizar\u00e1 sin entender y la nota dejar\u00e1 de ser una medida \u00fatil de su conocimiento.<\/p>\n<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">C\u00f3mo evitar que ocurra<\/h3><\/div><div class=\"fusion-text fusion-text-6\"><p data-path-to-node=\"13\">No se trata de dejar de medir, sino de medir con inteligencia.<\/p>\n<h4 data-path-to-node=\"14,0,0\"><span class=\"ez-toc-section\" id=\"Uso_de_metricas_multiples\"><\/span>Uso de m\u00e9tricas m\u00faltiples<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"14,0,0\">No deber\u00edamos depender de un solo n\u00famero; si medimos velocidad, midamos tambi\u00e9n calidad.<\/p>\n<h4 data-path-to-node=\"14,1,0\"><span class=\"ez-toc-section\" id=\"Metricas_%C2%ABciegas%C2%BB\"><\/span>M\u00e9tricas \u00abciegas\u00bb<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"14,1,0\">Observemos los indicadores sin que las personas sepan exactamente qu\u00e9 estamos midiendo para evitar que alteren su comportamiento.<\/p>\n<h4 data-path-to-node=\"14,2,0\"><span class=\"ez-toc-section\" id=\"Enfoque_en_resultados_no_solo_en_procesos\"><\/span>Enfoque en resultados, no solo en procesos<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"14,2,0\">Tengamos siempre presente cu\u00e1l es el objetivo final y ajustemos las m\u00e9tricas si vemos que est\u00e1n incentivando comportamientos negativos.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Ejemplos<\/h2><\/div><div class=\"accordian fusion-accordian\" style=\"--awb-border-size:1px;--awb-icon-size:15px;--awb-content-font-size:20px;--awb-icon-alignment:left;--awb-hover-color:#f9f9f9;--awb-border-color:#cccccc;--awb-background-color:#ffffff;--awb-divider-color:#000000;--awb-divider-hover-color:#000000;--awb-icon-color:#ffffff;--awb-title-color:#af7baf;--awb-content-color:#747474;--awb-icon-box-color:#333333;--awb-toggle-hover-accent-color:#9b00af;--awb-title-font-family:&quot;Roboto Condensed&quot;;--awb-title-font-weight:regular;--awb-title-font-style:normal;--awb-title-font-size:20px;--awb-content-font-family:&quot;Open Sans&quot;;--awb-content-font-style:normal;--awb-content-font-weight:400;\"><div class=\"panel-group fusion-toggle-icon-boxed\" id=\"accordion-59129-1\"><div class=\"fusion-panel panel-default panel-0e8b0238b19f9d143 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_0e8b0238b19f9d143\"><a aria-expanded=\"false\" aria-controls=\"0e8b0238b19f9d143\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59129-1\" data-target=\"#0e8b0238b19f9d143\" href=\"#0e8b0238b19f9d143\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">El Efecto Cobra (m\u00e9trica vs. resultado)<\/span><\/a><\/h3><\/div><div id=\"0e8b0238b19f9d143\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_0e8b0238b19f9d143\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p data-path-to-node=\"7,0,0\">En la India colonial, el gobierno brit\u00e1nico quer\u00eda reducir la poblaci\u00f3n de cobras. Ofrecieron una recompensa por cada piel de cobra entregada.<\/p>\n<ul data-path-to-node=\"7,0,1\">\n<li>\n<p data-path-to-node=\"7,0,1,0,0\"><b data-path-to-node=\"7,0,1,0,0\" data-index-in-node=\"0\">La medida:<\/b> N\u00famero de cobras muertas.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"7,0,1,1,0\"><b data-path-to-node=\"7,0,1,1,0\" data-index-in-node=\"0\">El resultado:<\/b> La gente empez\u00f3 a <i data-path-to-node=\"7,0,1,1,0\" data-index-in-node=\"32\">criar<\/i> cobras en sus casas para matarlas y cobrar la recompensa. Cuando el gobierno cancel\u00f3 el programa, los criadores soltaron a las serpientes y termin\u00f3 habiendo m\u00e1s cobras que al principio.<\/p>\n<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-0dc8765237907d7d5 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_0dc8765237907d7d5\"><a aria-expanded=\"false\" aria-controls=\"0dc8765237907d7d5\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59129-1\" data-target=\"#0dc8765237907d7d5\" href=\"#0dc8765237907d7d5\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">F\u00e1bricas de clavos (m\u00e9tricas vs. calidad)<\/span><\/a><\/h3><\/div><div id=\"0dc8765237907d7d5\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_0dc8765237907d7d5\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Se dice que en la antigua Uni\u00f3n Sovi\u00e9tica una f\u00e1brica de clavos fue evaluada por la cantidad de clavos producidos. \u00bfQu\u00e9 hicieron? Fabricaron miles de clavos diminutos e in\u00fatiles para cumplir la cuota. Cuando el gobierno cambi\u00f3 la m\u00e9trica al peso total, la f\u00e1brica empez\u00f3 a hacer clavos gigantes y pesad\u00edsimos que tampoco serv\u00edan para nada.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-1b6f385a0f5a864e8 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h3 class=\"panel-title toggle\" id=\"toggle_1b6f385a0f5a864e8\"><a aria-expanded=\"false\" aria-controls=\"1b6f385a0f5a864e8\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59129-1\" data-target=\"#1b6f385a0f5a864e8\" href=\"#1b6f385a0f5a864e8\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Atenci\u00f3n al cliente (m\u00e9tricas vs. servicio)<\/span><\/a><\/h3><\/div><div id=\"1b6f385a0f5a864e8\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_1b6f385a0f5a864e8\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p data-path-to-node=\"7,2,0\">Si a un empleado de un <i data-path-to-node=\"7,2,0\" data-index-in-node=\"67\">call center<\/i> se le mide \u00fanicamente por el tiempo promedio de llamada (cosa que, efectivamente, ocurre), el empleado colgar\u00e1 a los clientes con problemas dif\u00edciles antes de resolverlos, solo para que su estad\u00edstica se mantenga baja.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Enlaces<\/h2><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-span-yes fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/en.wikipedia.org\/wiki\/Charles_Goodhart\"><i class=\"fa-wikipedia-w fab awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Charles Goodhart<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-2 fusion-button-span-yes fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/en.wikipedia.org\/wiki\/Marilyn_Strathern\"><i class=\"fa-wikipedia-w fab awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Marilyn Strathern<\/span><\/a><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_1 1_1 fusion-flex-column\" 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