{"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\/six-ways-biostatistics-transforming-healthcare\/","title":{"rendered":"Six way transformation of biostatistics in public health"},"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\">Table of Contents<\/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-69f18b42ea411\" 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-69f18b42ea411\"><\/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\/six-ways-biostatistics-transforming-healthcare\/#1_Clinical_trials\" title=\"1. Clinical trials\u00a0\">1. Clinical trials\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/six-ways-biostatistics-transforming-healthcare\/#2_Public_health_programs\" title=\"2. Public health programs\">2. Public health programs<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/six-ways-biostatistics-transforming-healthcare\/#3_Epidemiological_studies\" title=\"3. Epidemiological studies\u00a0\">3. Epidemiological studies\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/six-ways-biostatistics-transforming-healthcare\/#4_Estimating_the_severity_of_a_disease_and_survival_rates\" title=\"4. Estimating the severity of a disease and survival rates\">4. Estimating the severity of a disease and survival rates<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/six-ways-biostatistics-transforming-healthcare\/#5_Meta-analysis_and_evidence-based_medicine\" title=\"5. Meta-analysis and evidence-based medicine\">5. Meta-analysis and evidence-based medicine<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/six-ways-biostatistics-transforming-healthcare\/#6_Genome_sequencing_data_analysis\" title=\"6. Genome sequencing data analysis\">6. Genome sequencing data analysis<\/a><\/li><\/ul><\/nav><\/div>\n<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. <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biostatistics?utm_source=BlogBiostatistics\">Biostatistics<\/a> 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 inferences.<\/p>\n<p>Biostatistics experts are usually well-versed in statistical programs, tools and techniques such as R, STATA, SPSS, SAS and Excel. They help design clinical trials, assess the impact of public health programs, measure the efficacy of drugs, and develop evidence-based healthcare.<\/p>\n<p>Here are six ways biostatistics in public health\u00a0 is changing healthcare <a href=\"https:\/\/www.kolabtree.com\/blog\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">research<\/a>, policy and delivery:<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Clinical_trials\"><\/span><strong>1. Clinical trials\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>The medical industry is continuously innovating, and new treatments are being developed at top speed. Before a treatment is offered to the public, it first undergoes a series of tests and trials that validate its safety and efficiency. These studies involve data collection, analysis and interpretation. A biostatistician helps design the study, optimize the sample size, choose appropriate data collection methods, eliminate coincidences and remove misleading information from data. Biostatistics in public health specialists draw accurate conclusions in comparison studies, which test if a new or alternative drug is better than the existing ones in the market.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_Public_health_programs\"><\/span><strong>2. Public health programs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Biostatistics experts use statistical techniques to assess the impact of public health programs and initiatives being undertaken by governments, nonprofits and hospitals. They develop robust studies and sampling techniques that help researchers understand how well an initiative is performing and whether that model can be replicated in other areas. Recently, Jessica Adams, a healthcare social worker, used Kolabtree to hire a experienced scientist who helped her assess the impact of an HIV-awareness festival in Uganda.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Epidemiological_studies\"><\/span><strong>3. Epidemiological studies\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>There are various factors that influence the cause, outbreak and distribution of a disease. Epidemiological studies aim to identify these factors by collecting various data related to the disease, and deriving the link between the cause and effect. Based on the outcome, public health policies and preventive healthcare measures are developed. Understanding the correlation between the variables requires the skill of a biostatistics specialist, who can extract the most meaningful information from the data. Historically, statistical evidence has always filled in the missing link: for example, the 1954 publication of the results of a study led by Richard Doll and Austin Bradford Hill lent very strong statistical support to the link between smoking and lung cancer. Data analysts and statisticians also played a key role in understanding the <a href=\"http:\/\/www.nextstrain.org\/ebola?l=clock\">Ebola epidemic<\/a> in West Africa through statistical analyses and visualization techniques.<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p dir=\"ltr\" lang=\"en\">Real-time <a href=\"https:\/\/twitter.com\/hashtag\/dataviz?src=hash&amp;ref_src=twsrc%5Etfw\">#dataviz<\/a> of viral genome <a href=\"https:\/\/twitter.com\/hashtag\/data?src=hash&amp;ref_src=twsrc%5Etfw\">#data<\/a> that tracks <a href=\"https:\/\/twitter.com\/hashtag\/Zika?src=hash&amp;ref_src=twsrc%5Etfw\">#Zika<\/a> and <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 \/>\nWon Open Science Prize <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>\u2014 Talia Bronshtein (@ininteraction) <a href=\"https:\/\/twitter.com\/ininteraction\/status\/836623230844743680?ref_src=twsrc%5Etfw\">February 28, 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. Estima<\/strong><strong>ting the severity of a disease and survival rates<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Survival statistics help estimate how long a terminally ill patient will live and guides treatment accordingly. For patients affected with cancer, these statistics (typically given as<a href=\"https:\/\/www.cancer.net\/navigating-cancer-care\/cancer-basics\/understanding-statistics-used-guide-prognosis-and-evaluate-treatment\">\u00a0five-year relative rates<\/a>) help understand the best treatment option, chances of remission, chances of survival post-remission and the chances of living a disease-free life after treatment. Biostatistics experts are able to put forth numbers drawn from the careful examination of previous studies, providing both doctor and patient with reference data.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"5_Meta-analysis_and_evidence-based_medicine\"><\/span><strong>5. Meta-analysis and evidence-based medicine<\/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\">Biostatistics<\/a> in public health also plays a huge role in systematic reviews and meta-analysis of medical data, which can in turn be useful in developing evidence-based healthcare. Meta-analysis is a structured study design which evaluates all the previous medical research published on a specific topic. Drawing conclusions from these studies require integration of individual results and outcomes into reliable findings that will guide further research.\u00a0 For example, meta-analysis can be used to determine if an individual has a risk factor for a disease, what kind of environmental and genetic factors play a role in a disease, and what kind of treatment should be given to the patient. Having a biostatistics in public health expert study the literature and provide a rigorous, quantitative review of it helps healthcare providers improve their chances of delivering successful, data-driven treatment.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"6_Genome_sequencing_data_analysis\"><\/span><strong>6. Genome sequencing data analysis<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Genome sequencing <a href=\"https:\/\/blog.kolabtree.com\/biotech-data-analytics\/?utm_source=BlogBiostatistics\">generates large amounts of data<\/a> that can help scientists understand complex traits. Sophisticated tools and software help sequence entire genomes quickly, providing insights into identifying variants that cause disease. Data from the variant genome is typically compared to the reference genome of the individual or a control group. Biostatistics experts study variant frequencies in populations according to specific parameters such as blood type, ethnicity, etc. and draw conclusions\u00a0as to how the genetic make-up of an individual or subpopulation can affect if they&#8217;re at-risk or prone to specific conditions. In analyzing genomic data, R is widely used, as is Matlab.<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p dir=\"ltr\" lang=\"en\">Finally got <a href=\"https:\/\/twitter.com\/hashtag\/circos?src=hash&amp;ref_src=twsrc%5Etfw\">#circos<\/a> working smoothly &#x1f605; | <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\">#vizualisation<\/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>\u2014 Giovanna Zanardo (@StellarEngineer) <a href=\"https:\/\/twitter.com\/StellarEngineer\/status\/915582969548488705?ref_src=twsrc%5Etfw\">October 4, 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\">Biostatistics<\/a> finds application in almost every branch of healthcare, providing a strong base on which evaluation, assessment and treatment models can be built. It helps hospitals improve efficiency, pharma companies improve quality and safety of goods and services, and governments improve public health policies and programs. It also helps develop cost-effective treatment and implement preventive healthcare measures. Overall, biostatistics enables healthcare professionals to take data-driven decisions and deliver effective\u00a0evidence-based healthcare.<\/p>\n<p><a href=\"https:\/\/www.kolabtree.com\/?utm_source=BlogBiostatistics\">Kolabtree<\/a> has over hundreds of freelance biostatisticians ready to help you with your next project. Consult them for your project\u00a0<a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biostatistics?utm_source=BlogBiostatistics\">here<\/a>.<\/p>\n","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\/six-ways-biostatistics-transforming-healthcare\/\" title=\"Read More\">Read More<\/a><\/div>\n","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 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