{"id":9060,"date":"2025-01-31T01:39:47","date_gmt":"2025-01-31T04:39:47","guid":{"rendered":"https:\/\/www.midomenech.com.br\/?p=9060"},"modified":"2025-02-02T12:15:20","modified_gmt":"2025-02-02T15:15:20","slug":"conceitos-do-pensamento-estatistico","status":"publish","type":"post","link":"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/","title":{"rendered":"Conceitos do Pensamento Estat\u00edstico &#8211; Parte 1"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9060\" class=\"elementor elementor-9060\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4489acf elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"4489acf\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6709964\" data-id=\"6709964\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-96be11d elementor-widget elementor-widget-heading\" data-id=\"96be11d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><span style=\"color: #828180\"> O <span style=\"color: #FF9300\"> Pensamento Estat\u00edstico <span style=\"color: #828180\"> um dia ser\u00e1 t\u00e3o necess\u00e1rio para o cidad\u00e3o eficiente quanto a habilidade de ler ou escrever\"\u00a0<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f815783 elementor-widget elementor-widget-heading\" data-id=\"f815783\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<span class=\"elementor-heading-title elementor-size-medium\"><span style=\"color: #828180\"> Samuel S. Wilks, 1951\u00a0<\/span>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8307943 elementor-widget elementor-widget-text-editor\" data-id=\"8307943\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">H\u00e1 tr\u00eas artigos sobre <strong>Pensamento Estat\u00edstico<\/strong>:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"31\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Parte I. Conceitos sobre Pensamento Estat\u00edstico: explica os tr\u00eas princ\u00edpios que comp\u00f5em o pensar estatisticamente.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"31\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Parte II. Fazendo funcionar o Pensamento Estat\u00edstico: demonstra a import\u00e2ncia de saber reconhecer as causas comuns e causas especiais de varia\u00e7\u00e3o e a import\u00e2ncia de os gerentes fazerem dois tipos de trabalhos, gest\u00e3o do dia a dia e melhoria e inova\u00e7\u00e3o de seus processos.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"31\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Parte III. Casos de ilustra\u00e7\u00e3o da varia\u00e7\u00e3o estat\u00edstica: exemplos sobre como lidar com a varia\u00e7\u00e3o mostrando diversos exemplos que se apresentam na vida real.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7ede666\" data-id=\"7ede666\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6cbcd1d elementor-widget elementor-widget-image\" data-id=\"6cbcd1d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"404\" height=\"498\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/D9DaTX5XUAIavpS.jpeg\" class=\"attachment-large size-large wp-image-9063\" alt=\"samuelwilkis blog parte1\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-9581ab2 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"9581ab2\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f64d7f8\" data-id=\"f64d7f8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6e1ba43 elementor-widget elementor-widget-rt-heading\" data-id=\"6e1ba43\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper style-5\">\n\t\t\t\t\t\t<h4 class=\"rt-heading style-5\" >Introdu\u00e7\u00e3o ao Pensamento Estat\u00edstico\u00a0\ud83d\udca1<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-dfa5205 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"dfa5205\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-67bc05e\" data-id=\"67bc05e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a3d13b7 elementor-widget elementor-widget-text-editor\" data-id=\"a3d13b7\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">\u00a0 O papel da estat\u00edstica na melhoria de processos nunca foi t\u00e3o importante como na atualidade. A chave para obter o potencial m\u00e1ximo da ci\u00eancia de dados \u00e9 concentrar-se no Pensamento Estat\u00edstico e n\u00e3o nas ferramentas estat\u00edsticas. Embora n\u00e3o seja imediatamente aparente, o Pensamento Estat\u00edstico permeia todos os aspectos da qualidade total e da melhoria de processos (Snee, 1990).<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u00a0 O Pensamento Estat\u00edstico deve ser parte integrante e importante do conhecimento de todos, seja para interpretar situa\u00e7\u00f5es no dia a dia, seja para lidar com processos nas empresas. De acordo com a defini\u00e7\u00e3o publicada no gloss\u00e1rio de termos para controle de qualidade (ASQ, 1996), o Pensamento Estat\u00edstico \u00e9 uma filosofia de aprendizagem e a\u00e7\u00e3o baseada em tr\u00eas princ\u00edpios fundamentais:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><ol><li data-leveltext=\"%1)\" data-font=\"Gisha\" data-listid=\"23\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1)&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong>Todo trabalho ocorre em um sistema de processos interconectados,\u00a0<\/strong><\/li><li data-leveltext=\"%1)\" data-font=\"Gisha\" data-listid=\"23\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1)&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong>Existe varia\u00e7\u00e3o em todos os processos, e\u00a0\u00a0<\/strong><\/li><li data-leveltext=\"%1)\" data-font=\"Gisha\" data-listid=\"23\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1)&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><strong>Compreender, analisar, quantificar e reduzir a varia\u00e7\u00e3o s\u00e3o chaves para o sucesso do neg\u00f3cio.\u00a0<\/strong><\/li><\/ol><p><span data-contrast=\"auto\">\u00a0 O Pensamento Estat\u00edstico \u00e9 mais do que um conjunto de ferramentas (Deming, 1953). \u00c9 um modo de pensamento que ajuda qualquer pessoa da organiza\u00e7\u00e3o ao longo da cadeia de valor a tomar decis\u00f5es melhores e a fazer melhor o seu trabalho do que poderia fazer de outra forma. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u00a0 Fala-se muito da ci\u00eancia de dados e business intelligence, mas seu uso fica limitado a poucas pessoas que conseguem entender o linguajar estat\u00edstico e mesmo essas pessoas nem sempre geram um impacto significativo no mundo dos neg\u00f3cios. Esse baixo impacto \u00e9 resultado da aplica\u00e7\u00e3o limitada de ferramentas estat\u00edsticas por especialistas ao inv\u00e9s do uso do Pensamento Estat\u00edstico que inclui Processos (com todos seus componentes), todas as Pessoas da empresa e aspectos de Comportamento Organizacional (Figura 1). <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-c30d6a6 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"c30d6a6\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-20888d0\" data-id=\"20888d0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-beea696 elementor-widget elementor-widget-image\" data-id=\"beea696\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"677\" height=\"195\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/figura-1.png\" class=\"attachment-large size-large wp-image-9064\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 1 \u2013 O Pensamento Estat\u00edstico deve ser utilizado para melhoria de todo o Sistema por Todos na organiza\u00e7\u00e3o <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-5b2aaf6 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"5b2aaf6\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6261757\" data-id=\"6261757\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9b5e505 elementor-widget elementor-widget-text-editor\" data-id=\"9b5e505\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">A Figura 2 ilustra uma situa\u00e7\u00e3o comum nas empresas, um gestor que n\u00e3o usa pensamento estat\u00edstico e acompanha as despesas desde o come\u00e7o do ano e ao longo de 18 meses. Ele gostaria de reduzir as despesas abaixo da linha verde:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-a8a8303 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"a8a8303\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-af4bb59\" data-id=\"af4bb59\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a7fe2d6 elementor-widget elementor-widget-rt-heading\" data-id=\"a7fe2d6\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" >1) Nos primeiros quatro meses v\u00ea que seu pessoal trabalha conforme seus desejos e atinge a meta desejada; festa para o pessoal com direito a pizza!<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-093d0c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"093d0c6\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-71c573c\" data-id=\"71c573c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d737175 elementor-widget elementor-widget-rt-heading\" data-id=\"d737175\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" >2) A seguir acontece um aumento das despesas e ent\u00e3o se discutem medidas de conten\u00e7\u00e3o nos meses de maio, junho e julho; o gestor percebe que ap\u00f3s a premia\u00e7\u00e3o o pessoal relaxou \u201cpra valer\u201d<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-c1deacd elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"c1deacd\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5f08fdc\" data-id=\"5f08fdc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-057dfb3 elementor-widget elementor-widget-rt-heading\" data-id=\"057dfb3\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" >3) Na fase 3 ele percebe que o indicador piora at\u00e9 chegar a uma situa\u00e7\u00e3o insustent\u00e1vel no m\u00eas de novembro.<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-b66e2a1 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"b66e2a1\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-643698d\" data-id=\"643698d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6df88f7 elementor-widget elementor-widget-rt-heading\" data-id=\"6df88f7\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" >4) Na fase 4, como todo bom gestor, ele d\u00e1 a maior bronca no seu pessoal para obter uma mudan\u00e7a de atitude e v\u00ea que a bronca teve o efeito desejado de reduzir as despesas, mas ainda n\u00e3o chegando na meta.\u00a0\u00a0<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-1a32496 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"1a32496\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f1f0b2b\" data-id=\"f1f0b2b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79b84f2 elementor-widget elementor-widget-text-editor\" data-id=\"79b84f2\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">As linhas vermelhas representam os limites de controle em torno da m\u00e9dia do processo. Esses limites mostram a varia\u00e7\u00e3o esperada do processo quando est\u00e1 est\u00e1vel. Os limites de controle n\u00e3o s\u00e3o estabelecidos pelo desejo da gest\u00e3o, mas representam a variabilidade natural do processo. N\u00e3o h\u00e1 pontos fora dos limites, ou seja, n\u00e3o houve nada \u201canormal\u201d ou inesperado nesses 18 meses, somente causas comuns de varia\u00e7\u00e3o. O que conseguiu ent\u00e3o nosso diligente gerente nesse per\u00edodo al\u00e9m de in\u00fameras discuss\u00f5es no final de cada m\u00eas? O gerente mudou algo no processo?<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-c12d823 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"c12d823\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a98e25d\" data-id=\"a98e25d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c8e580f elementor-widget elementor-widget-image\" data-id=\"c8e580f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"913\" height=\"446\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/figura-2.png\" class=\"attachment-large size-large wp-image-9065\" alt=\"figura 2 pensamento estatistico parte1\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 2 \u2013 Gestor com Pensamento Matem\u00e1tico ao inv\u00e9s de Pensamento Estat\u00edstico <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-4d742a8 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"4d742a8\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0828412\" data-id=\"0828412\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-84214be elementor-widget elementor-widget-text-editor\" data-id=\"84214be\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">\u00a0 Melhorar a tomada de decis\u00f5es no n\u00edvel executivo sempre foi o foco de Deming. A melhoria cont\u00ednua deve fazer parte do trabalho de todos, mas como os executivos t\u00eam mais autoridade, o impacto da melhoria do seu desempenho \u00e9 maior do que qualquer melhoria em outra parte da organiza\u00e7\u00e3o.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u00a0 Com o aux\u00edlio de t\u00e9cnicas estat\u00edsticas, muita da subjetividade da informa\u00e7\u00e3o que a gest\u00e3o necessita desaparecer\u00e1, e surgir\u00e1 a possibilidade da ci\u00eancia da gest\u00e3o. As t\u00e9cnicas estat\u00edsticas n\u00e3o substituem a gest\u00e3o: elas precisam fazer parte da gest\u00e3o e ajudar a fazer um trabalho melhor. A seguir algumas poucas quest\u00f5es que o Pensamento Estat\u00edstico &#8211; aplicado adequadamente &#8211; ajuda a resolver:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-16c10d0 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"16c10d0\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8521b4c\" data-id=\"8521b4c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aadac47 elementor-widget elementor-widget-rt-heading\" data-id=\"aadac47\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" ><span class=\"fas fa-caret-right heading_icon\"><\/span>Como tomar decis\u00f5es em reuni\u00f5es de Planejamento de Vendas e Opera\u00e7\u00f5es (S&OP)?\u00a0<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-156f76d elementor-widget elementor-widget-rt-heading\" data-id=\"156f76d\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" ><span class=\"fas fa-caret-right heading_icon\"><\/span>Como tomar decis\u00f5es em reuni\u00f5es gerenciais mensais?\u00a0<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e23184 elementor-widget elementor-widget-rt-heading\" data-id=\"1e23184\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" ><span class=\"fas fa-caret-right heading_icon\"><\/span>Como bonificar de forma justa representantes ou vendedores?\u00a0<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cab7f1 elementor-widget elementor-widget-rt-heading\" data-id=\"5cab7f1\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" ><span class=\"fas fa-caret-right heading_icon\"><\/span>Como realizar os ajustes certos nos processos de manufatura?\u00a0<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6db5b6d elementor-widget elementor-widget-rt-heading\" data-id=\"6db5b6d\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" ><span class=\"fas fa-caret-right heading_icon\"><\/span>Como decidir o momento e a quantidade certa de reposi\u00e7\u00e3o dos estoques?\u00a0<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-9ccd6c4 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"9ccd6c4\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c396c9f\" data-id=\"c396c9f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cdeb58e elementor-widget elementor-widget-rt-heading\" data-id=\"cdeb58e\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<span class=\"rt-heading\" ><span class=\"fas fa-caret-right heading_icon\"><\/span>Como determinar se h\u00e1 tend\u00eancia real (de crescimento ou queda) nos dados de vendas ou em qualquer outro indicador?\u00a0<\/span>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-d84cb22 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"d84cb22\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4f926b4\" data-id=\"4f926b4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d46ea55 elementor-widget elementor-widget-heading\" data-id=\"d46ea55\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Como utilizar adequadamente o <span style=\"color: #FF9300\">  Pensamento Estat\u00edstico ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-9e352ef elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"9e352ef\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ee309e1\" data-id=\"ee309e1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f99c277 elementor-widget elementor-widget-text-editor\" data-id=\"f99c277\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">Para utilizar da forma certa o Pensamento Estat\u00edstico, precisamos esmiu\u00e7ar os tr\u00eas princ\u00edpios do Pensamento Estat\u00edstico.\u00a0<\/span><\/p><p>O<strong> primeiro princ\u00edpio do pensamento estat\u00edstico<\/strong> \u00e9 que\u00a0 <br \/><span data-contrast=\"auto\">\u201c<\/span><i><span data-contrast=\"auto\">Todo trabalho ocorre num sistema de processos interligados\u201d<\/span><\/i><span data-contrast=\"auto\">.\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\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-8d9500f elementor-widget elementor-widget-text-editor\" data-id=\"8d9500f\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">\u00a0 Juran, um dos gurus da qualidade, destacou que a origem da maioria dos problemas est\u00e1 no processo. A \u201cculpa\u201d \u00e9 do processo e n\u00e3o das pessoas quando se trabalhava na melhoria do sistema. Juran afirma que \u201c85% dos problemas est\u00e3o no processo e os restantes 15% s\u00e3o devidos \u00e0s pessoas que operam o processo\u201d <\/span><span data-contrast=\"auto\">(Hoerl e Snee, 2002).<\/span><span data-contrast=\"auto\"> Deming, outro guru da qualidade, afirmou que o n\u00famero verdadeiro \u00e9 mais parecido com 96\/4, ou seja, 96% dos problemas est\u00e3o no processo ou sistema e os 4% restantes s\u00e3o devidos \u00e0s pessoas <\/span><span data-contrast=\"auto\">(Joiner, 1994)<\/span><span data-contrast=\"auto\">.\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-edfcddc\" data-id=\"edfcddc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2b5683e elementor-widget elementor-widget-image\" data-id=\"2b5683e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/blog-pensamento-estatistico.jpg\" class=\"attachment-large size-large wp-image-9067\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-064ca38 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"064ca38\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4210afc\" data-id=\"4210afc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1523d16 elementor-widget elementor-widget-text-editor\" data-id=\"1523d16\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">\u00a0 Este princ\u00edpio sinaliza que quando h\u00e1 defici\u00eancias num neg\u00f3cio (falhas, reclama\u00e7\u00f5es de clientes ou n\u00e3o atendimento de metas) a primeira a\u00e7\u00e3o a tomar deve ser analisar o processo ao inv\u00e9s da a\u00e7\u00e3o usual de pedir \u00e0s pessoas a\u00e7\u00e3o <\/span><i><span data-contrast=\"auto\">imediata<\/span><\/i><span data-contrast=\"auto\"> para corrigir as defici\u00eancias. A\u00e7\u00f5es imediatas ir\u00e3o gerar efeitos imediatos, passageiros e n\u00e3o necessariamente os desejados. Isso lembra uma situa\u00e7\u00e3o que aconteceu numa empresa de fabrica\u00e7\u00e3o de fibras em que a dire\u00e7\u00e3o reclamou da quantidade grande de perdas na forma de refugo; a dire\u00e7\u00e3o deu um ultimatum: \u201cn\u00e3o quero falar novamente de refugo!\u201d. O ultimatum funcionou, o refugo sumiu. Anos depois a empresa foi vendida e quando movimentaram a terra para construir um pr\u00e9dio o tal do refugo apareceu!\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u00a0 Para se ter uma compreens\u00e3o profunda do sistema h\u00e1 que entender o comportamento das pessoas que trabalham nesse sistema e isso n\u00e3o se conclui somente pela an\u00e1lise de dados. H\u00e1 que entender de psicologia, de processos, de lideran\u00e7a (ou da falta dela); h\u00e1 que mapear o processo e descobrir quais s\u00e3o as causas principais das falhas observadas.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\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-adb3ff3 elementor-widget elementor-widget-text-editor\" data-id=\"adb3ff3\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">Conhecimento do processo preenche a primeira parte da equa\u00e7\u00e3o para uso com sucesso do Pensamento Estat\u00edstico<\/span><i><span data-contrast=\"auto\">:<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><strong>\u201c<i>Todo trabalho ocorre num sistema de processos interligados<\/i><i>\u201d<\/i>.\u00a0\u00a0<\/strong><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-e998942 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"e998942\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3ade762\" data-id=\"3ade762\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ae0a002 elementor-widget elementor-widget-image\" data-id=\"ae0a002\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/blog-pensamento-estatistico-imagem2.png\" class=\"attachment-large size-large wp-image-9068\" alt=\"blog pensamento estatistico imagem2\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-903f186\" data-id=\"903f186\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b9c57df elementor-widget elementor-widget-text-editor\" data-id=\"b9c57df\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">O <strong>segundo princ\u00edpio do pensamento estat\u00edstico<\/strong> menciona que\u00a0<br \/><br \/><\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><i><span data-contrast=\"auto\">Existe varia\u00e7\u00e3o em todos os processos<\/span><\/i><\/p>\t\t\t\t\t<\/div>\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-39de800 elementor-widget elementor-widget-text-editor\" data-id=\"39de800\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">\u00a0 Isso oferece oportunidades para melhoria de processos, seja para aumentar a satisfa\u00e7\u00e3o do cliente, aumentar a produtividade dos funcion\u00e1rios ou reduzir custos de insumos diversos. A varia\u00e7\u00e3o \u00e9 inimiga da qualidade. \u00c9 claro que, em certas situa\u00e7\u00f5es, a varia\u00e7\u00e3o \u00e9 desej\u00e1vel; um exemplo foi a ascens\u00e3o da GM superando a Ford em 1931 e o motivo foi a maior variedade de produtos e a oportunidade dos clientes escolherem outros carros que n\u00e3o fossem pretos. \u00c9 a varia\u00e7\u00e3o n\u00e3o intencional que causa todos os problemas, o que resulta em aumento da insatisfa\u00e7\u00e3o do cliente ou baixo desempenho dos processos.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-1879b84 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"1879b84\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2229dd0\" data-id=\"2229dd0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-019cdfa elementor-widget elementor-widget-text-editor\" data-id=\"019cdfa\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">\u00a0 A varia\u00e7\u00e3o cria a necessidade de Pensamento Estat\u00edstico porque as pessoas usualmente t\u00eam pensamento matem\u00e1tico ao inv\u00e9s de pensamento estat\u00edstico. Uns poucos exemplos ilustram esta afirma\u00e7\u00e3o:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-fe2ac25 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"fe2ac25\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3c89363\" data-id=\"3c89363\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ae3bcf4 elementor-widget elementor-widget-image\" data-id=\"ae3bcf4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"758\" height=\"154\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/tabela1.png\" class=\"attachment-large size-large wp-image-9069\" alt=\"tabela1 blog pensamento estatistico parte1\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-74e37c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"74e37c6\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b145402\" data-id=\"b145402\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-14901f8 elementor-widget elementor-widget-text-editor\" data-id=\"14901f8\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">Como se explica esses racioc\u00ednios que parecem conclus\u00f5es de um maluco?\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"26\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">No caso 1 da Figura 3, todos os resultados pertencem ao mesmo sistema com m\u00e9dia constante e igual \u00e0 linha central tracejada, ou seja, os valores s\u00e3o diferentes, mas se pode pensar que todos v\u00eam do mesmo sistema de bolinhas vermelhas com m\u00e9dia comum (o terceiro valor \u00e9 \u201cigual\u201d ao segundo valor).\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"26\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">No caso 2, h\u00e1 dois sistemas com m\u00e9dias diferentes, sendo a m\u00e9dia do sistema azul maior que a do sistema vermelho. Nessa situa\u00e7\u00e3o embora o valor y3 (vermelho) seja maior que o y3 (azul), a verdade \u00e9 que o sistema vermelho \u00e9 menor que o azul. No longo prazo os valores azuis ser\u00e3o maiores que os vermelhos.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">Essas \u201cinconsist\u00eancias\u201d de racioc\u00ednio s\u00e3o causadas pela variabilidade estat\u00edstica. Se n\u00e3o temos esse conceito claro, concluir\u00edamos que \u201cevidentemente\u201d houve um aumento significativo do resultado do 2\u00ba valor para o 3\u00ba valor no processo do caso 1. Se essa fosse nossa conclus\u00e3o e queremos \u201ccontrolar\u201d o processo, concluiremos \u2013 erroneamente \u2013 que se deve tomar uma a\u00e7\u00e3o para que o processo retorne a um valor mais baixo; a\u00e7\u00e3o que aumentaria a variabilidade do sistema porque ele sozinho teria oscilado para baixo para ficar em torno da m\u00e9dia do sistema. Erros desse tipo far\u00e3o com que o gestor atue como no exemplo da Figura 2.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-64c8627 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"64c8627\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c4c0604\" data-id=\"c4c0604\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-162b5b5 elementor-widget elementor-widget-image\" data-id=\"162b5b5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"892\" height=\"249\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/figura-3.png\" class=\"attachment-large size-large wp-image-9073\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 3 \u2013 Diferen\u00e7a entre matem\u00e1tica e estat\u00edstica <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-a0a1a2c elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"a0a1a2c\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3eae76c\" data-id=\"3eae76c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-28044d7 elementor-widget elementor-widget-text-editor\" data-id=\"28044d7\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">Estar ciente que h\u00e1 varia\u00e7\u00e3o em todos os processos preenche a segunda parte da equa\u00e7\u00e3o para uso com sucesso do Pensamento Estat\u00edstico:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><i><span data-contrast=\"auto\">\u201c<\/span><\/i><i><span data-contrast=\"none\">Existe varia\u00e7\u00e3o em todos os processos<\/span><\/i><i><span data-contrast=\"auto\">\u201d.<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Compreender, analisar, quantificar e reduzir a varia\u00e7\u00e3o s\u00e3o chaves para o sucesso do neg\u00f3cio<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">.\u00a0 <\/span><span data-contrast=\"auto\">A partir do conhecimento do processo gerador da varia\u00e7\u00e3o (1\u00ba princ\u00edpio) e da identifica\u00e7\u00e3o, caracteriza\u00e7\u00e3o e quantifica\u00e7\u00e3o da varia\u00e7\u00e3o, obtem-se subs\u00eddios para mudar o processo e reduzir sua varia\u00e7\u00e3o (<\/span><span data-contrast=\"auto\">Makrymichalos, 2005)<\/span><span data-contrast=\"auto\">.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">O desempenho de um processo \u00e9 influenciado por sua m\u00e9dia e pela magnitude da varia\u00e7\u00e3o em torno dessa m\u00e9dia. Para melhorar o processo, precisamos compreender:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"27\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">os fatores que influenciam o desempenho m\u00e9dio e tamb\u00e9m\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"27\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">os fatores que influenciam a variabilidade.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">Muitos gestores ainda est\u00e3o preocupados com o desempenho m\u00e9dio dos processos e n\u00e3o prestam muita aten\u00e7\u00e3o \u00e0 variabilidade. Os clientes est\u00e3o cada dia mais preocupados com a consist\u00eancia dos produtos ou servi\u00e7os que recebem. Este problema fundamental pode ser corrigido ensinando-se os princ\u00edpios do Pensamento Estat\u00edstico em todos os n\u00edveis da empresa.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">A an\u00e1lise adequada da varia\u00e7\u00e3o preenche o elemento final para uso com sucesso do Pensamento Estat\u00edstico:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u201c<\/span><i><span data-contrast=\"none\">Processos de pensamento que reconhecem que todo trabalho \u00e9 uma <\/span><\/i><b><i><span data-contrast=\"none\">s\u00e9rie de processos interligados<\/span><\/i><\/b><i><span data-contrast=\"none\">, a <\/span><\/i><b><i><span data-contrast=\"none\">varia\u00e7\u00e3o est\u00e1 presente em tudo<\/span><\/i><\/b><i><span data-contrast=\"none\"> o que fazemos, e <\/span><\/i><b><i><span data-contrast=\"none\">identificar, caracterizar, quantificar, controlar e reduzir a varia\u00e7\u00e3o<\/span><\/i><\/b><i><span data-contrast=\"none\"> proporciona oportunidades de melhoria<\/span><\/i><span data-contrast=\"auto\">\u201d.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-5b67fcb elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"5b67fcb\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c3a7fe1\" data-id=\"c3a7fe1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c0dcdc9 elementor-widget elementor-widget-rt-heading\" data-id=\"c0dcdc9\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper style-5\">\n\t\t\t\t\t\t<h4 class=\"rt-heading style-5\" >O grande Resumo<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-225f3df elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"225f3df\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3eb8532\" data-id=\"3eb8532\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9669e4b elementor-widget elementor-widget-text-editor\" data-id=\"9669e4b\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><span data-contrast=\"auto\">\u00a0 O pensamento estat\u00edstico tem um papel a desempenhar em muitos aspectos da melhoria e inova\u00e7\u00e3o de processos. Os m\u00e9todos estat\u00edsticos tem um longo hist\u00f3rico de uso em ambientes de pesquisa e desenvolvimento e de fabrica\u00e7\u00e3o. Quase sempre t\u00eam sido utilizados no n\u00edvel operacional, com pouca aten\u00e7\u00e3o \u00e0s necessidades da gest\u00e3o ou da organiza\u00e7\u00e3o como um todo. O desafio \u00e9 estender o pensamento estat\u00edstico em todos os setores da organiza\u00e7\u00e3o.<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-36db573 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"36db573\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3730eef\" data-id=\"3730eef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-58715ab elementor-widget elementor-widget-heading\" data-id=\"58715ab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Refer\u00eancias<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-dbcf5a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"dbcf5a5\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-741cd20\" data-id=\"741cd20\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-653da79 elementor-widget elementor-widget-text-editor\" data-id=\"653da79\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<ul><li><span data-contrast=\"auto\">American Society for Quality (1996), Glossary and Tables for Statistical Quality Control, Statistics Division, Quality Press, Milwaukee, WI.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Deming, W. Edwards (1953). On the teaching of Statistical Principles and Techniques to People in Industry. Session in Rome of the International Statistical Institute.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Makrymichalos, M. et al (2005).&#8221;Statistical thinking and its role for industrial engineers and managers in the 21st century&#8221;, Managerial Auditing Journal, Vol. 20\/ 4 p. 354 \u2013 363.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Ronald Snee (1990). Statistical Thinking and Its Contribution to Total Quality. The American Statistician, vol. 44, n\u00ba 2, p. 116-121.<\/span><\/li><\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-70ed057 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"70ed057\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5a13bbd\" data-id=\"5a13bbd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1820c56 elementor-widget elementor-widget-image\" data-id=\"1820c56\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/Carlos-Domenech-.png\" class=\"attachment-large size-large wp-image-7968\" alt=\"carlos domenech autor\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-4986ddc\" data-id=\"4986ddc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b3b5f34 elementor-widget elementor-widget-rt-heading\" data-id=\"b3b5f34\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper style-5\">\n\t\t\t\t\t\t<h4 class=\"rt-heading style-5\" >Carlos Domenech<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d13efe0 elementor-widget elementor-widget-rt-heading\" data-id=\"d13efe0\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<h4 class=\"rt-heading secondary-font\" >Master Black Belt, Consultor e CEO da MI Domenech<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-aeaa75c\" data-id=\"aeaa75c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-04edc4d elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"04edc4d\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/www.linkedin.com\/in\/carlos-domenech-9b01a84\/\">\n\t\t\t<i aria-hidden=\"true\" class=\"rt-elementor-icon icon-linkedin-squared\"><\/i>\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-7784c0a elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"7784c0a\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-709c528\" data-id=\"709c528\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ce6e8e elementor-widget elementor-widget-facebook-button\" data-id=\"5ce6e8e\" data-element_type=\"widget\" data-widget_type=\"facebook-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div data-layout=\"standard\" data-colorscheme=\"light\" data-size=\"small\" data-show-faces=\"false\" class=\"elementor-facebook-widget fb-like\" data-href=\"https:\/\/www.midomenech.com.br?p=9060\" data-share=\"false\" data-action=\"like\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-fa83098 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"fa83098\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e7a4528\" data-id=\"e7a4528\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-760f793 elementor-widget elementor-widget-facebook-comments\" data-id=\"760f793\" data-element_type=\"widget\" data-widget_type=\"facebook-comments.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-facebook-widget fb-comments\" data-href=\"https:\/\/www.midomenech.com.br?p=9060\" data-width=\"100%\" data-numposts=\"10\" data-order-by=\"social\" style=\"min-height: 1px\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-913f756 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"913f756\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bbca87f\" data-id=\"bbca87f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a6df1c5 elementor-widget elementor-widget-image\" data-id=\"a6df1c5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.youtube.com\/watch?v=BKwMvDQzjMA&#038;t=854s\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"272\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/Copia-de-Copia-de-email-imagens-1580-x-420-px.png\" class=\"attachment-large size-large wp-image-9078\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-6a840db elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"6a840db\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7fe914c\" data-id=\"7fe914c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7200ecc elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"7200ecc\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-0cdf972 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"0cdf972\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c3f63d7\" data-id=\"c3f63d7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-10dde2d elementor-widget elementor-widget-heading\" data-id=\"10dde2d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Leia Mais!<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-49ced18 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"49ced18\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ed781d6\" data-id=\"ed781d6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-711fd91 elementor-grid-5 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"711fd91\" data-element_type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;5&quot;,&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-9089 post type-post status-publish format-standard has-post-thumbnail hentry category-estatistica tag-gestao-de-qualidade tag-mudanca-cultural tag-pensamento-estatistico tag-processos-ageis\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.midomenech.com.br\/fazendo-funcionar-o-pensamento-estatistico\/\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/Fazendo-funcionar-o-Pensamento-Estatistico-Parte-II.jpg\" class=\"attachment-medium size-medium wp-image-9094\" alt=\"Fazendo funcionar o Pensamento Estat\u00edstico - Parte II banner\" loading=\"lazy\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.midomenech.com.br\/fazendo-funcionar-o-pensamento-estatistico\/\" >\n\t\t\t\tFazendo funcionar o Pensamento Estat\u00edstico &#8211; Parte 2\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t31 de janeiro de 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>H\u00e1 tr\u00eas artigos sobre Pensamento Estat\u00edstico:\u00a0 Parte I. Conceitos sobre Pensamento Estat\u00edstico: explica os tr\u00eas princ\u00edpios que comp\u00f5em o pensar estatisticamente.\u00a0 Parte II. Fazendo funcionar<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.midomenech.com.br\/fazendo-funcionar-o-pensamento-estatistico\/\" >\n\t\t\tSAIBA MAIS \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-9060 post type-post status-publish format-standard has-post-thumbnail hentry category-estatistica tag-conceitos tag-gestao-de-projetos tag-metodos-ageis tag-parte-1 tag-pensamento-estatistico\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/Conceitos-do-Pensamento-Estatistico-Parte-I-banner-blog.jpg\" class=\"attachment-medium size-medium wp-image-9074\" alt=\"\" loading=\"lazy\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/\" >\n\t\t\t\tConceitos do Pensamento Estat\u00edstico &#8211; Parte 1\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t31 de janeiro de 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>H\u00e1 tr\u00eas artigos sobre Pensamento Estat\u00edstico:\u00a0 Parte I. Conceitos sobre Pensamento Estat\u00edstico: explica os tr\u00eas princ\u00edpios que comp\u00f5em o pensar estatisticamente.\u00a0 Parte II. Fazendo funcionar<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/\" >\n\t\t\tSAIBA MAIS \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-9025 post type-post status-publish format-standard has-post-thumbnail hentry category-artigos category-estatistica category-lean-seis-sigma tag-curva-do-sorriso tag-design-for-lean-six-sigma tag-estilo-startup tag-lean-six-sigma\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.midomenech.com.br\/sorrindocomlssedflssestilostartup\/\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2024\/12\/Sorrindo-com-LSS-e-DFLSS-Estilo-Startup-1.png\" class=\"attachment-medium size-medium wp-image-9031\" alt=\"Sorrindo com LSS e DFLSS Estilo Startup BANNER BLOG (1)\" loading=\"lazy\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.midomenech.com.br\/sorrindocomlssedflssestilostartup\/\" >\n\t\t\t\tSorrindo com LSS e DFLSS Estilo Startup (Curva do sorriso)\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t15 de janeiro de 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>\u00a0 \u00a0A vida das empresas n\u00e3o \u00e9 moleza neste mundo atual de incertezas e mudan\u00e7as aceleradas. 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As vezes se menciona que se precisa de pelo menos 10 anos para que a<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.midomenech.com.br\/mudanca-cultural-e-melhoria-continua\/\" >\n\t\t\tSAIBA MAIS \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>H\u00e1 tr\u00eas artigos sobre Pensamento Estat\u00edstico:\u00a0 Parte I. Conceitos sobre Pensamento Estat\u00edstico: explica os tr\u00eas princ\u00edpios que comp\u00f5em o pensar estatisticamente.\u00a0 Parte II. Fazendo funcionar o Pensamento Estat\u00edstico: demonstra a import\u00e2ncia de saber reconhecer as causas comuns e causas especiais de varia\u00e7\u00e3o e a import\u00e2ncia de os gerentes fazerem dois tipos de trabalhos, gest\u00e3o do [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":9074,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[32],"tags":[50,51,52,49,46],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.14 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Conceitos do Pensamento Estat\u00edstico - Parte 1<\/title>\n<meta name=\"description\" content=\"A chave para obter o potencial m\u00e1ximo da ci\u00eancia de dados \u00e9 concentrar-se no Pensamento Estat\u00edstico e n\u00e3o nas ferramentas estat\u00edsticas.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Conceitos do Pensamento Estat\u00edstico - Parte 1\" \/>\n<meta property=\"og:description\" content=\"A chave para obter o potencial m\u00e1ximo da ci\u00eancia de dados \u00e9 concentrar-se no Pensamento Estat\u00edstico e n\u00e3o nas ferramentas estat\u00edsticas.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/\" \/>\n<meta property=\"og:site_name\" content=\"MI Domenech\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/midomenechleanseissigma\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-31T04:39:47+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-02T15:15:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/Conceitos-do-Pensamento-Estatistico-Parte-I-banner-blog.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Carlos Domenech\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Carlos Domenech\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"15 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/\"},\"author\":{\"name\":\"Carlos Domenech\",\"@id\":\"https:\/\/www.midomenech.com.br\/#\/schema\/person\/c4976b74e4d0b85d2bf27985ac75ffcf\"},\"headline\":\"Conceitos do Pensamento Estat\u00edstico &#8211; 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