{"id":2877,"date":"2018-01-29T10:27:51","date_gmt":"2018-01-29T10:27:51","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=2877"},"modified":"2021-06-14T05:26:26","modified_gmt":"2021-06-14T05:26:26","slug":"six-ways-biostatistics-transforming-healthcare","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/","title":{"rendered":"Transforma\u00e7\u00e3o da bioestat\u00edstica em sa\u00fade p\u00fablica de seis maneiras"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">Tabela de Conte\u00fados<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f16655e510b\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f16655e510b\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/#1_Clinical_trials\" title=\"1. Ensaios cl\u00ednicos\u00a0\">1. Ensaios cl\u00ednicos\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/#2_Public_health_programs\" title=\"2. Programas de sa\u00fade p\u00fablica\">2. Programas de sa\u00fade p\u00fablica<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/#3_Epidemiological_studies\" title=\"3. Estudos epidemiol\u00f3gicos\u00a0\">3. Estudos epidemiol\u00f3gicos\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/#4_Estimating_the_severity_of_a_disease_and_survival_rates\" title=\"4. Estimar a gravidade de uma doen\u00e7a e as taxas de sobreviv\u00eancia\">4. Estimar a gravidade de uma doen\u00e7a e as taxas de sobreviv\u00eancia<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/#5_Meta-analysis_and_evidence-based_medicine\" title=\"5. Meta-an\u00e1lise e medicina baseada em evid\u00eancias\">5. Meta-an\u00e1lise e medicina baseada em evid\u00eancias<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/#6_Genome_sequencing_data_analysis\" title=\"6. An\u00e1lise de dados de seq\u00fcenciamento gen\u00e9tico\">6. An\u00e1lise de dados de seq\u00fcenciamento gen\u00e9tico<\/a><\/li><\/ul><\/nav><\/div>\n<p>A ind\u00fastria da sa\u00fade coleta e gera enormes quantidades de dados que devem ser analisados, processados e interpretados para fornecer insights que moldar\u00e3o decis\u00f5es inteligentes. <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biostatistics?utm_source=BlogBiostatistics\">Bioestat\u00edstica<\/a> na sa\u00fade p\u00fablica, a aplica\u00e7\u00e3o de estat\u00edsticas aos dados das ci\u00eancias da vida, desempenha um papel fundamental neste processo, ajudando a testar hip\u00f3teses, a realizar an\u00e1lises estat\u00edsticas e a fazer infer\u00eancias precisas.<\/p>\n<p>Os especialistas em bioestat\u00edstica s\u00e3o geralmente bem versados em programas estat\u00edsticos, ferramentas e t\u00e9cnicas como R, STATA, SPSS, SAS e Excel. Eles ajudam a projetar ensaios cl\u00ednicos, avaliar o impacto de programas de sa\u00fade p\u00fablica, medir a efic\u00e1cia de medicamentos e desenvolver cuidados de sa\u00fade baseados em evid\u00eancias.<\/p>\n<p>Here are six ways biostatistics in public health\u00a0 is changing healthcare <a href=\"https:\/\/www.kolabtree.com\/blog\/pt\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">pesquisa<\/a>, policy and delivery:<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Clinical_trials\"><\/span><strong>1. Ensaios cl\u00ednicos\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>A ind\u00fastria m\u00e9dica est\u00e1 continuamente inovando, e novos tratamentos est\u00e3o sendo desenvolvidos em alta velocidade. Antes de um tratamento ser oferecido ao p\u00fablico, ele passa primeiro por uma s\u00e9rie de testes e testes que validam sua seguran\u00e7a e efici\u00eancia. Estes estudos envolvem a coleta, an\u00e1lise e interpreta\u00e7\u00e3o de dados. Um bioestat\u00edstico ajuda a projetar o estudo, otimizar o tamanho da amostra, escolher m\u00e9todos apropriados de coleta de dados, eliminar coincid\u00eancias e remover informa\u00e7\u00f5es enganosas dos dados. Os bioestat\u00edsticos em especialistas em sa\u00fade p\u00fablica tiram conclus\u00f5es precisas em estudos comparativos, que testam se uma droga nova ou alternativa \u00e9 melhor do que as existentes no mercado.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Public_health_programs\"><\/span><strong>2. Programas de sa\u00fade p\u00fablica<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Especialistas em bioestat\u00edstica usam t\u00e9cnicas estat\u00edsticas para avaliar o impacto dos programas e iniciativas de sa\u00fade p\u00fablica empreendidos por governos, organiza\u00e7\u00f5es sem fins lucrativos e hospitais. Eles desenvolvem estudos robustos e t\u00e9cnicas de amostragem que ajudam os pesquisadores a entender qu\u00e3o bem uma iniciativa est\u00e1 funcionando e se esse modelo pode ser replicado em outras \u00e1reas. Recentemente, Jessica Adams, uma assistente social de sa\u00fade, usou Kolabtree para contratar uma cientista experiente que a ajudou a avaliar o impacto de um festival de conscientiza\u00e7\u00e3o sobre o HIV em Uganda.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Epidemiological_studies\"><\/span><strong>3. Estudos epidemiol\u00f3gicos\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>H\u00e1 v\u00e1rios fatores que influenciam a causa, o surto e a distribui\u00e7\u00e3o de uma doen\u00e7a. Os estudos epidemiol\u00f3gicos visam identificar esses fatores atrav\u00e9s da coleta de v\u00e1rios dados relacionados \u00e0 doen\u00e7a, e derivando a liga\u00e7\u00e3o entre a causa e o efeito. Com base no resultado, s\u00e3o desenvolvidas pol\u00edticas de sa\u00fade p\u00fablica e medidas preventivas de sa\u00fade. A compreens\u00e3o da correla\u00e7\u00e3o entre as vari\u00e1veis requer a habilidade de um especialista em bioestat\u00edstica, que pode extrair as informa\u00e7\u00f5es mais significativas dos dados. Historicamente, as evid\u00eancias estat\u00edsticas sempre preencheram o elo perdido: por exemplo, a publica\u00e7\u00e3o em 1954 dos resultados de um estudo conduzido por Richard Doll e Austin Bradford Hill deu um apoio estat\u00edstico muito forte \u00e0 liga\u00e7\u00e3o entre o tabagismo e o c\u00e2ncer de pulm\u00e3o. Os analistas de dados e estat\u00edsticos tamb\u00e9m desempenharam um papel fundamental na compreens\u00e3o do <a href=\"http:\/\/www.nextstrain.org\/ebola?l=clock\">Epidemia de \u00c9bola<\/a> na \u00c1frica Ocidental atrav\u00e9s de an\u00e1lises estat\u00edsticas e t\u00e9cnicas de visualiza\u00e7\u00e3o.<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p dir=\"ltr\" lang=\"en\">Em tempo real <a href=\"https:\/\/twitter.com\/hashtag\/dataviz?src=hash&amp;ref_src=twsrc%5Etfw\">#dataviz<\/a> do genoma viral <a href=\"https:\/\/twitter.com\/hashtag\/data?src=hash&amp;ref_src=twsrc%5Etfw\">#dados<\/a> que rastreia <a href=\"https:\/\/twitter.com\/hashtag\/Zika?src=hash&amp;ref_src=twsrc%5Etfw\">#Zika<\/a> e <a href=\"https:\/\/twitter.com\/hashtag\/Ebola?src=hash&amp;ref_src=twsrc%5Etfw\">#Ebola<\/a><a href=\"https:\/\/t.co\/96iL5ZnqLC\">https:\/\/t.co\/96iL5ZnqLC<\/a><br \/>\nGanhou o Pr\u00eamio Open Science <a href=\"https:\/\/t.co\/QNG2TIha2P\">https:\/\/t.co\/QNG2TIha2P<\/a> <a href=\"https:\/\/t.co\/vYZNVasevi\">pic.twitter.com\/vYZNVasevi<\/a><\/p>\n<p>- Talia Bronshtein (@inintera\u00e7\u00e3o) <a href=\"https:\/\/twitter.com\/ininteraction\/status\/836623230844743680?ref_src=twsrc%5Etfw\">28 de fevereiro de 2017<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<h4><span class=\"ez-toc-section\" id=\"4_Estimating_the_severity_of_a_disease_and_survival_rates\"><\/span><strong>4. Estimativa<\/strong><strong>a gravidade de uma doen\u00e7a e as taxas de sobreviv\u00eancia<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>As estat\u00edsticas de sobreviv\u00eancia ajudam a estimar quanto tempo um paciente terminal viver\u00e1 e orientam o tratamento de acordo. Para os pacientes afetados pelo c\u00e2ncer, estas estat\u00edsticas (geralmente dadas como<a href=\"https:\/\/www.cancer.net\/navigating-cancer-care\/cancer-basics\/understanding-statistics-used-guide-prognosis-and-evaluate-treatment\">\u00a0taxas relativas de cinco anos<\/a>) ajudam a entender a melhor op\u00e7\u00e3o de tratamento, as chances de remiss\u00e3o, as chances de sobreviv\u00eancia ap\u00f3s a remiss\u00e3o e as chances de viver uma vida livre de doen\u00e7as ap\u00f3s o tratamento. Os especialistas em bioestat\u00edstica s\u00e3o capazes de apresentar n\u00fameros extra\u00eddos do exame cuidadoso de estudos anteriores, fornecendo dados de refer\u00eancia tanto para o m\u00e9dico como para o paciente.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"5_Meta-analysis_and_evidence-based_medicine\"><\/span><strong>5. Meta-an\u00e1lise e medicina baseada em evid\u00eancias<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biostatistics?utm_source=BlogBiostatistics\">Bioestat\u00edstica<\/a> na sa\u00fade p\u00fablica tamb\u00e9m desempenha um enorme papel nas revis\u00f5es sistem\u00e1ticas e metan\u00e1lises de dados m\u00e9dicos, que por sua vez podem ser \u00fateis no desenvolvimento da sa\u00fade baseada em evid\u00eancias. A meta-an\u00e1lise \u00e9 um projeto de estudo estruturado que avalia todas as pesquisas m\u00e9dicas anteriores publicadas sobre um t\u00f3pico espec\u00edfico. Tirar conclus\u00f5es destes estudos requer a integra\u00e7\u00e3o de resultados e resultados individuais em resultados confi\u00e1veis que guiar\u00e3o pesquisas posteriores.  Por exemplo, a meta-an\u00e1lise pode ser usada para determinar se um indiv\u00edduo tem um fator de risco para uma doen\u00e7a, que tipo de fatores ambientais e gen\u00e9ticos desempenham um papel em uma doen\u00e7a, e que tipo de tratamento deve ser dado ao paciente. Ter uma bioestat\u00edstica em sa\u00fade p\u00fablica especializada estuda a literatura e fornece uma revis\u00e3o rigorosa e quantitativa da mesma, ajudando os prestadores de servi\u00e7os de sa\u00fade a melhorar suas chances de fornecer um tratamento bem sucedido e orientado por dados.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"6_Genome_sequencing_data_analysis\"><\/span><strong>6. An\u00e1lise de dados de seq\u00fcenciamento gen\u00e9tico<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Sequenciamento de genomas <a href=\"https:\/\/blog.kolabtree.com\/biotech-data-analytics\/?utm_source=BlogBiostatistics\">gera grandes quantidades de dados<\/a> que podem ajudar os cientistas a entender tra\u00e7os complexos. Ferramentas sofisticadas e software ajudam a seq\u00fcenciar rapidamente genomas inteiros, fornecendo informa\u00e7\u00f5es sobre a identifica\u00e7\u00e3o de variantes que causam doen\u00e7as. Os dados do genoma variante s\u00e3o tipicamente comparados ao genoma de refer\u00eancia do indiv\u00edduo ou de um grupo de controle. Especialistas em bioestat\u00edstica estudam as freq\u00fc\u00eancias de variantes em popula\u00e7\u00f5es de acordo com par\u00e2metros espec\u00edficos, tais como tipo sangu\u00edneo, etnia, etc. e tiram conclus\u00f5es sobre como a composi\u00e7\u00e3o gen\u00e9tica de um indiv\u00edduo ou subpopula\u00e7\u00e3o pode afetar se eles est\u00e3o em risco ou propenso a condi\u00e7\u00f5es espec\u00edficas. Na an\u00e1lise de dados gen\u00f4micos, R \u00e9 amplamente utilizado, assim como o Matlab.<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p dir=\"ltr\" lang=\"en\">Finalmente, conseguiu <a href=\"https:\/\/twitter.com\/hashtag\/circos?src=hash&amp;ref_src=twsrc%5Etfw\">#circos<\/a> funcionando sem problemas \ud83d\ude05 | <a href=\"https:\/\/twitter.com\/hashtag\/dataviz?src=hash&amp;ref_src=twsrc%5Etfw\">#dataviz<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/circularplots?src=hash&amp;ref_src=twsrc%5Etfw\">#circularplots<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/vizualisation?src=hash&amp;ref_src=twsrc%5Etfw\">#vizualiza\u00e7\u00e3o<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/genome?src=hash&amp;ref_src=twsrc%5Etfw\">#genome<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/perl?src=hash&amp;ref_src=twsrc%5Etfw\">#perl<\/a> <a href=\"https:\/\/t.co\/FSpw7epNoX\">pic.twitter.com\/FSpw7epNoX<\/a><\/p>\n<p>- Giovanna Zanardo (@StellarEngineer) <a href=\"https:\/\/twitter.com\/StellarEngineer\/status\/915582969548488705?ref_src=twsrc%5Etfw\">4 de outubro de 2017<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biostatistics?utm_source=BlogBiostatistics\">Bioestat\u00edstica<\/a> encontra aplica\u00e7\u00e3o em quase todos os ramos da sa\u00fade, proporcionando uma base s\u00f3lida sobre a qual podem ser constru\u00eddos modelos de avalia\u00e7\u00e3o, avalia\u00e7\u00e3o e tratamento. Ele ajuda os hospitais a melhorar a efici\u00eancia, as empresas farmac\u00eauticas a melhorar a qualidade e a seguran\u00e7a de bens e servi\u00e7os, e os governos a melhorar as pol\u00edticas e programas de sa\u00fade p\u00fablica. Tamb\u00e9m ajuda a desenvolver tratamento econ\u00f4mico e a implementar medidas preventivas de sa\u00fade. Em geral, a bioestat\u00edstica permite que os profissionais da sa\u00fade tomem decis\u00f5es baseadas em dados e forne\u00e7am cuidados de sa\u00fade eficazes e baseados em evid\u00eancias.<\/p>\n<p><a href=\"https:\/\/www.kolabtree.com\/?utm_source=BlogBiostatistics\">Kolabtree<\/a> tem mais de centenas de bioestat\u00edsticos freelance prontos para ajud\u00e1-lo em seu pr\u00f3ximo projeto. Consulte-os para seu projeto\u00a0<a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biostatistics?utm_source=BlogBiostatistics\">aqui<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>The healthcare industry collects and generates enormous amounts of data that has to be analyzed, processed and interpreted to provide insights that will shape intelligent decisions. Biostatistics in public health, the application of statistics to life sciences data, plays a key role in this process, helping to test hypotheses, perform statistical analyses and make accurate<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/\" title=\"Leia mais\">Leia mais<\/a><\/div>","protected":false},"author":12,"featured_media":2883,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[398,443,433],"tags":[391,336],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Six ways biostatistics in public health is transforming healthcare<\/title>\n<meta name=\"description\" content=\"Biostatistics enables healthcare professionals to take data-driven decisions and deliver effective\u00a0evidence-based healthcare.\" \/>\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.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Six way transformation of biostatistics in public health\" \/>\n<meta property=\"og:description\" content=\"Biostatistics enables healthcare professionals to take data-driven decisions and deliver effective\u00a0evidence-based healthcare.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/pt\/six-ways-biostatistics-transforming-healthcare\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2018-01-29T10:27:51+00:00\" 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