{"id":8480,"date":"2020-11-12T06:49:51","date_gmt":"2020-11-12T06:49:51","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=8480"},"modified":"2021-11-04T14:32:49","modified_gmt":"2021-11-04T14:32:49","slug":"how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/","title":{"rendered":"How a Freelance Medical Statistician Can Help Analyze Healthcare Data?"},"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-69f49096aa97c\" 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-69f49096aa97c\"><\/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\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#In_this_piece_we_will_be_exploring_how_a_freelance_medical_statistician_can_help_you_analyze_healthcare_data\" title=\"In this piece, we will be exploring how a freelance medical statistician can help you analyze healthcare data.\">In this piece, we will be exploring how a freelance medical statistician can help you analyze healthcare data.<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#1_Assisting_in_Clinical_Trials_Aimed_at_Developing_New_Treatments\" title=\"1) Assisting in Clinical Trials Aimed at Developing New Treatments\">1) Assisting in Clinical Trials Aimed at Developing New Treatments<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#2_Performing_Applied_Research_to_Improve_Patient_Outcomes\" title=\"2) Performing Applied Research to Improve Patient Outcomes\">2) Performing Applied Research to Improve Patient Outcomes<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#3_Preparing_Academic_Material_for_Medical_Students\" title=\"3) Preparing Academic Material for Medical Students\">3) Preparing Academic Material for Medical Students<\/a><\/li><\/ul><\/nav><\/div>\n<p><span style=\"font-weight: 400;\"><em>Three major ways healthcare organizations can benefit by working with a <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/medical-statistics?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=HealthcareData\">freelance medical statistician<\/a>.\u00a0<\/em><\/span><\/p>\n<p>Statistical data forms the backbone of every organization that is trying to target growth and rise above its industry counterparts today: right from business development and marketing, to education and banking, the list goes on. The healthcare sector has also benefited at length from statistical data, especially when it comes to measuring success or failure.<\/p>\n<p><span style=\"font-weight: 400;\">Reliable statistical information lowers the risk of healthcare trade-offs. Innovative medicine begins and ends with statistical analysis. Data collected and carefully reported in clinical trials of new treatments also enables healthcare providers to weigh in a certain product\u2019s benefits up against the risks involved.<\/span><\/p>\n<h6><span class=\"ez-toc-section\" id=\"In_this_piece_we_will_be_exploring_how_a_freelance_medical_statistician_can_help_you_analyze_healthcare_data\"><\/span><span style=\"font-weight: 400;\">In this piece, we will be exploring how a freelance medical statistician can help you analyze healthcare data.<\/span><span class=\"ez-toc-section-end\"><\/span><\/h6>\n<h2><span class=\"ez-toc-section\" id=\"1_Assisting_in_Clinical_Trials_Aimed_at_Developing_New_Treatments\"><\/span><b>1) Assisting in Clinical Trials Aimed at Developing New Treatments<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Clinical trials greatly utilizes statistical data to furnish formal accounting for sources of variability in patients\u2019 responses to a particular treatment. This data also aids researchers to draw precise and reasonable inferences from the congregated information to make intelligent decisions in times of uncertainty.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Furthermore, statistics enable the collection, careful analysis, and interpretation of data to find its application when <\/span><a href=\"https:\/\/arkenea.com\/blog\/clinical-trial-patient-recruitment\/\"><span style=\"font-weight: 400;\">recruiting patients for clinical trials<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A freelance <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/medical-statistics\/\">medical statistician<\/a> can help you with questions relating to the health of people\u2014as individuals or members of the population. For example, how might the benefit of a treatment vary based on an individual\u2019s characteristics, such as exposures or genotype? Or in what quantity is the drug being administered supposed to be given in order for it to be effective?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Every <a href=\"https:\/\/www.kolabtree.com\/blog\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">research<\/a> question poses a unique challenge. Medical statisticians consider the nature of healthcare data available from sources such as large medical discharge records databases or genomic studies, and then provide useful insights that can accelerate the pace at which results appear for a particular clinical trial.\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Performing_Applied_Research_to_Improve_Patient_Outcomes\"><\/span><b>2) Performing Applied Research to Improve Patient Outcomes<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Statisticians provide empirical data to assist in the allocation of public and private funds and help to determine how research efforts should be focused. By identifying statistical trends and trails, healthcare providers can monitor local conditions and compare them to state, national, and international trends.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The data furnished by statisticians plays a vital role in the process of<\/span><a href=\"https:\/\/healthtechadvisor.com\/how-does-population-health-analytics-improve-annual-visits\/\"><span style=\"font-weight: 400;\"> population health analytics which can considerably streamline annual visits<\/span><\/a><span style=\"font-weight: 400;\"> and improve outcomes for your healthcare facility.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By utilizing the statistical information gathered by this model, practices can effectively group patients on the basis of ones that will be needing checkups at regular intervals (every 15 days or on a monthly basis) and ones that can go without routine checkups for a longer period of time (say, 3 months or more).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This grouping can be done on different levels depending on the different factors or patterns observed within the data collected from patients. For example, a patient who smokes can be called to the facility for routine checkups every few months to better track their health and mitigate the risk of cancer at an early stage.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">On the other hand, a patient who is in good shape and whose family history doesn\u2019t exhibit signs of any chronic illness can be called to the facility every three months or so.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Preparing_Academic_Material_for_Medical_Students\"><\/span><b>3) Preparing Academic Material for Medical Students<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">To medical students being schooled in the \u2018hard\u2019 sciences of physics and chemistry, it may sometimes get difficult to appreciate the variability of biological data.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If one repeatedly puts blue litmus paper into acid solutions it turns red 100% of the time, not most (say 95%) of the time. In contrast, if one gives aspirin to a group of people with headaches, not all of them will experience relief. Penicillin was perhaps one of the few \u2018miracle\u2019 cures where the results were so dramatic that little evaluation was required.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Absolute certainty in medicine is rare.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With such variability, it follows that in any comparison made in a medical context, differences are almost bound to occur. These differences may be due to real effects, random variation or both. It is the job of the analyst to decide how much variation should be ascribed to chance, so that any remaining variation can be assumed to be due to a real effect. This is the art of statistics.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A freelance statistician can prepare academic material on the basis of factual information for medical students. He\/she can design everything right from experiments, entire research studies, and clinical trials in such a way that appropriate methods of analysis and sufficient sample numbers are used to extract meaningful data, and to save both time as well as costs by not making studies larger than necessary.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">There are numerous benefits that come alongside hiring a freelance medical statistician, whether you\u2019re looking to hire one for your independent practice, a medical college or even a hospital. The data furnished by these statisticians can take your organization to the next level and boost outcomes in a cost-effective manner.<\/span><\/p>\n<p><strong>Need help from a freelance medical statistician? Consult experienced industry experts and PhD-qualified scientists on Kolabtree. <a href=\"https:\/\/www.kolabtree.com\/create-project?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=HealthcareData\">POST A PROJECT NOW<\/a>\u00a0<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Three major ways healthcare organizations can benefit by working with a freelance medical statistician.\u00a0 Statistical data forms the backbone of every organization that is trying to target growth and rise above its industry counterparts today: right from business development and marketing, to education and banking, the list goes on. The healthcare sector has also benefited<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/\" title=\"Read More\">Read More<\/a><\/div>\n","protected":false},"author":12,"featured_media":8566,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[398,403,443],"tags":[],"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>How a Freelance Medical Statistician can Help Analyze Healthcare Data<\/title>\n<meta name=\"description\" content=\"Read three major ways healthcare organizations can benefit by working with a freelance medical statistician.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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