{"id":995555,"date":"2018-12-29T02:00:28","date_gmt":"2018-12-29T09:00:28","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/o-que-e-a-investigacao-operacional\/"},"modified":"2025-01-24T11:04:53","modified_gmt":"2025-01-24T18:04:53","slug":"o-que-e-a-investigacao-operacional","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/pt\/o-que-e-a-investigacao-operacional\/","title":{"rendered":"O que \u00e9 a investiga\u00e7\u00e3o operacional?"},"content":{"rendered":"\n<p><span style=\"font-weight: 400;\">A investiga\u00e7\u00e3o operacional \u00e9 um <a href=\"https:\/\/www.questionpro.com\/blog\/pt\/metodo-analitico-o-que-e-para-que-serve-e-como-o-executar\/\" target=\"_blank\" rel=\"noopener\">m\u00e9todo anal\u00edtico<\/a> avan\u00e7ado que permite a resolu\u00e7\u00e3o de problemas e uma melhor tomada de decis\u00f5es nas organiza\u00e7\u00f5es. Os m\u00e9todos mais utilizados incluem a l\u00f3gica matem\u00e1tica, a simula\u00e7\u00e3o, a an\u00e1lise de redes, a teoria das filas de espera e a teoria dos jogos.   <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Com a utiliza\u00e7\u00e3o da investiga\u00e7\u00e3o operacional, \u00e9 poss\u00edvel aos gestores das organiza\u00e7\u00f5es criarem sistemas eficazes baseados em dados exaustivos, na considera\u00e7\u00e3o de todas as alternativas poss\u00edveis, na previs\u00e3o cuidadosa dos resultados e na utiliza\u00e7\u00e3o de ferramentas e t\u00e9cnicas de decis\u00e3o.  <\/span><\/p>\n\n\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"font-weight: 400;\">Carater\u00edsticas da investiga\u00e7\u00e3o operacional  <\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">As principais carater\u00edsticas da investiga\u00e7\u00e3o operacional s\u00e3o as seguintes:  <\/span><\/p>\n\n\n\n<ul>\n<li><span style=\"font-weight: 400;\">Utiliza o m\u00e9todo de investiga\u00e7\u00e3o cient\u00edfica para investigar problemas.  <\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">O processo de investiga\u00e7\u00e3o come\u00e7a com a observa\u00e7\u00e3o do problema e a <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/pt\/o-que-e-a-recolha-de-dados-e-como-faze-la\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-weight: 400;\">recolha de dados.<\/span><\/a><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">O problema \u00e9 apresentado de forma quantitativa, pois s\u00f3 assim \u00e9 poss\u00edvel analis\u00e1-lo e avali\u00e1-lo.  <\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">O objetivo deste m\u00e9todo \u00e9 resolver problemas organizacionais.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">\u00c9 respons\u00e1vel por encontrar a melhor solu\u00e7\u00e3o alternativa para o problema.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Para que este m\u00e9todo funcione, \u00e9 necess\u00e1rio trabalhar em equipa, que deve ser constitu\u00edda por especialistas.  <\/span><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"font-weight: 400;\">3 elementos-chave para a investiga\u00e7\u00e3o operacional<\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Os tr\u00eas elementos-chave para a realiza\u00e7\u00e3o de qualquer tipo de investiga\u00e7\u00e3o operacional s\u00e3o os seguintes  <\/span><\/p>\n\n\n\n<ol>\n<li><b>Probabilidade e estat\u00edstica:<\/b><span style=\"font-weight: 400;\"> A investiga\u00e7\u00e3o operacional ajuda a<span style=\"font-weight: 400;\"> medir o risco, a explorar os dados para encontrar liga\u00e7\u00f5es e conhecimentos valiosos, a testar conclus\u00f5es e a fazer previs\u00f5es fi\u00e1veis.<\/span><\/span><\/li>\n\n\n\n<li><b>Otimiza\u00e7\u00e3o:<\/b><span style=\"font-weight: 400;\"> A investiga\u00e7\u00e3o operacional preocupa-se em <\/span><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">restringir as escolhas \u00e0 melhor quando existem in\u00fameras op\u00e7\u00f5es poss\u00edveis e a sua compara\u00e7\u00e3o \u00e9 dif\u00edcil.<\/span><\/span><\/li>\n\n\n\n<li><b>Simula\u00e7\u00e3o<\/b><span style=\"font-weight: 400;\">A investiga\u00e7\u00e3o operacional tem a capacidade de testar abordagens e ideias de melhoria.<\/span><\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"font-weight: 400;\">Utiliza\u00e7\u00f5es da investiga\u00e7\u00e3o operacional<\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Em seguida, apresentamos-te as diferentes utiliza\u00e7\u00f5es da investiga\u00e7\u00e3o operacional:  <\/span><\/p>\n\n\n\n<ul>\n<li><b>Tomada de decis\u00f5es estrat\u00e9gicas:<\/b><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"> Permite descobrir se o sistema de uma organiza\u00e7\u00e3o precisa de ser substitu\u00eddo ou se as suas pol\u00edticas de gest\u00e3o precisam de ser alteradas.<\/span><\/span><\/span><\/li>\n\n\n\n<li><b>Tomada de decis\u00f5es operacionais:<\/b><span style=\"font-weight: 400;\"> Encontrar as melhores estrat\u00e9gias para organizar a for\u00e7a de trabalho de uma organiza\u00e7\u00e3o, encontrar o plano de desenvolvimento de produtos correto e a estrat\u00e9gia menos intensiva em recursos. <\/span> <\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"font-weight: 400;\">Etapas da investiga\u00e7\u00e3o operacional<\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Para realizar a investiga\u00e7\u00e3o operacional, ou investiga\u00e7\u00e3o operacional, e encontrar a solu\u00e7\u00e3o para o problema apresentado, \u00e9 necess\u00e1rio seguir as seguintes etapas:  <\/span><\/p>\n\n\n\n<p><b>Formular o problema: <\/b><span style=\"font-weight: 400;\">Durante a investiga\u00e7\u00e3o operacional,<\/span> <span style=\"font-weight: 400;\">Para que a solu\u00e7\u00e3o do problema seja mais precisa, \u00e9 importante identificar o problema e as consequ\u00eancias que tem para a organiza\u00e7\u00e3o. Posteriormente, elabora-se um quadro te\u00f3rico, objectivos e limita\u00e7\u00f5es, considerando qual a melhor solu\u00e7\u00e3o e qual o m\u00e9todo a aplicar. Para completar o primeiro passo, s\u00e3o recolhidos dados relacionados com o problema para identificar as vari\u00e1veis e criar uma hip\u00f3tese.    <\/span><\/p>\n\n\n\n<p><b>Formula\u00e7\u00e3o do modelo matem\u00e1tico:  <\/b><span style=\"font-weight: 400;\">Uma vez formulado o problema, procura-se um modelo que o represente e que, ao mesmo tempo, contribua para a sua solu\u00e7\u00e3o. O modelo deve ser uma representa\u00e7\u00e3o abstrata da realidade que permita uma an\u00e1lise eficaz das op\u00e7\u00f5es de resolu\u00e7\u00e3o do problema.   <\/span><\/p>\n\n\n\n<p><b>Solu\u00e7\u00e3o do modelo matem\u00e1tico:<\/b><span style=\"font-weight: 400;\">  Uma vez estabelecido o modelo, o passo seguinte \u00e9 encontrar as vari\u00e1veis poss\u00edveis. Para o resolver, \u00e9 necess\u00e1rio atribuir um valor \u00e0s vari\u00e1veis, de modo a melhorar a efic\u00e1cia do sistema.   <\/span><\/p>\n\n\n\n<p><b>4. valida\u00e7\u00e3o do modelo:<\/b><span style=\"font-weight: 400;\"> Esta etapa da investiga\u00e7\u00e3o operacional consiste em verificar se a solu\u00e7\u00e3o satisfaz os requisitos do problema. <\/span> <\/p>\n\n\n\n<p><b>5. implementa a solu\u00e7\u00e3o:  <\/b><span style=\"font-weight: 400;\">Uma vez testado o modelo de solu\u00e7\u00e3o, o passo seguinte \u00e9 a sua implementa\u00e7\u00e3o. A equipa respons\u00e1vel deve reportar as actualiza\u00e7\u00f5es efectuadas na implementa\u00e7\u00e3o do m\u00e9todo. Quando o problema \u00e9 identificado, os processos que eram utilizados anteriormente devem ser modificados.  <\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"font-weight: 400;\">Limita\u00e7\u00f5es da investiga\u00e7\u00e3o operacional<\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Algumas das limita\u00e7\u00f5es da investiga\u00e7\u00e3o operacional s\u00e3o as seguintes:  <\/span><\/p>\n\n\n\n<ul>\n<li><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Geralmente, o problema tem de ser simplificado para poder ser controlado e resolvido.<\/span><\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Os modelos s\u00f3 encontram a solu\u00e7\u00e3o para um objetivo.<\/span><\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">A implementa\u00e7\u00e3o do modelo \u00e9 muitas vezes mais dispendiosa do que os benef\u00edcios para a organiza\u00e7\u00e3o.<\/span><\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">Na maioria dos problemas, as restri\u00e7\u00f5es n\u00e3o s\u00e3o consideradas.  <\/span><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"font-weight: 400;\">Import\u00e2ncia da investiga\u00e7\u00e3o operacional<\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">A investiga\u00e7\u00e3o operacional \u00e9 vital para a tomada de decis\u00f5es numa organiza\u00e7\u00e3o, ao contr\u00e1rio de outras ferramentas comuns de an\u00e1lise de dados.  <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">A utiliza\u00e7\u00e3o de profissionais de investiga\u00e7\u00e3o operacional pode ajudar as empresas a obter conjuntos de dados mais completos, a considerar todas as op\u00e7\u00f5es dispon\u00edveis, a prever todos os resultados poss\u00edveis e a estimar o risco.  <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Pode ser adaptado a processos empresariais espec\u00edficos ou a casos de utiliza\u00e7\u00e3o para determinar quais as t\u00e9cnicas mais adequadas para resolver um problema.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">A investiga\u00e7\u00e3o operacional permite a resolu\u00e7\u00e3o de problemas complexos atrav\u00e9s da utiliza\u00e7\u00e3o de problemas complexos atrav\u00e9s da utiliza\u00e7\u00e3o de m\u00faltiplas disciplinas, pelo que \u00e9 extremamente necess\u00e1rio conhecer estes sistemas para tomar melhores decis\u00f5es e aumentar a produtividade organizacional. <\/span> <\/p>\n\n\n\n<p>Lembra-te que na <a href=\"https:\/\/www.questionpro.com\/pt\/\">QuestionPro<\/a> temos uma variedade de ferramentas para te ajudar a conduzir a tua pr\u00f3xima pesquisa. Convidamos-te a criar uma conta gratuita para o nosso software de inqu\u00e9ritos ou a solicitar uma demonstra\u00e7\u00e3o para saberes mais sobre as nossas licen\u00e7as e servi\u00e7os. <\/p>\n\n\n\n<br>\n<center>\n    <a href=\"https:\/\/eu.questionpro.com\/a\/showEntry.do?lan=pt_PT&#038;custom1=blog\">\n        <button style=\"background: #ff9f00; border: none; cursor: default;\">Cria uma conta gratuita<\/button>\n    <\/a>\n    <a href=\"https:\/\/contactar.questionpro.com\/t\/AM4X9Z3LxD?custom1=investiga\u00e7\u00e3o-operacional\" target=\"_blank\" rel=\"noopener\">\n        <button style=\"border: none; cursor: default;\">Agendar uma demonstra\u00e7\u00e3o<\/button>\n    <\/a>\n<\/center>\n<br>\n","protected":false},"excerpt":{"rendered":"<p>A investiga\u00e7\u00e3o operacional \u00e9 um m\u00e9todo anal\u00edtico avan\u00e7ado que permite a resolu\u00e7\u00e3o de problemas e uma melhor tomada de decis\u00f5es [&hellip;]<\/p>\n","protected":false},"author":38,"featured_media":995556,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[2140],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>O que \u00e9 a investiga\u00e7\u00e3o operacional?<\/title>\n<meta name=\"description\" content=\"A investiga\u00e7\u00e3o operacional \u00e9 um m\u00e9todo anal\u00edtico que te permite tomar melhores decis\u00f5es. 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