{"id":2970,"date":"2020-04-03T04:12:25","date_gmt":"2020-04-03T04:12:25","guid":{"rendered":"http:\/\/orionhealth-blog.local\/?p=2970"},"modified":"2024-06-10T02:38:17","modified_gmt":"2024-06-10T02:38:17","slug":"health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic","status":"publish","type":"post","link":"https:\/\/orionhealth.com\/au\/blog\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\/","title":{"rendered":"Health systems strained at every level \u2013 the need for analytics and stratification during a pandemic"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Globally, healthcare providers&nbsp;are turning to\u202fvirtual\u202fcare to address the impact of COVID-19\u202fon health systems.\u202fHealth systems are not only facing increased loads of COVID-related concerns, but they\u202fmust continue to&nbsp;manage their\u202f existing \u202fobligations. From inpatients to outpatients and those they manage in the community, healthcare providers and resources are strained at every level. Right across the board, every facility and service modality, including hospitals and hotlines are experiencing unprecedented demand on top of an already\u202fstruggling\u202f baseline.\u202f\u202f&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Existing models of care entrenched around face-to-face consults are rapidly being replaced by telehealth service models. Telehealth helps reduce the key public health concerns of disease transmission, but these telehealth models still do not fully optimise the productivity of our health system resources, already overwhelmed due to the COVID-19 outbreak.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Early patient&nbsp;risk&nbsp;stratification is critical&nbsp;amidst&nbsp;this outbreak so that healthcare providers can maximise their resources to intervene and target those at high risk and&nbsp;utilise&nbsp;hospital resources to focus on those who really need it.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Why is patient&nbsp;risk&nbsp;stratification important?&nbsp;<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">The foundational step in targeting individuals at high risk is to first identify them.&nbsp;Identifying and\u202fcurating\u202f lists\u202fof\u202f patients both COVID-19 negative and positive, will enable clinicians to actively monitor or care for at risk patients, and track\u202ftheir\u202fongoing\u202f progress.\u202f&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Patient risk stratification is important in the following areas:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Predicting risks<\/strong> \u2013 Providers can proactively identify patients at risk of unplanned hospital admissions, enabling clinicians to intervene early and safely avoid hospital admission. This will ensure hospitals are using their resources to care for those who are COVID-19 positive.&nbsp;&nbsp;<br>&nbsp;<\/li>\n\n\n\n<li><strong>Pre-emptive&nbsp;care plan&nbsp;creation<\/strong>&nbsp;\u2013 Identifying patient-specific risk factors that&nbsp;might make a patient more vulnerable to&nbsp;COVID&nbsp;infection, will&nbsp;enable clinicians to&nbsp;adjust care plans and offer advice early on.&nbsp;<br>&nbsp;<\/li>\n\n\n\n<li><strong>Predicting population health trends<\/strong>&#8211; Identifying&nbsp;specific patient&nbsp;cohorts early can help providers understand patient populations&nbsp;and trends during this pandemic. This data will help healthcare providers find answers to critical health questions.&nbsp;&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>How can Orion&nbsp;<\/strong><strong>Health&nbsp;<\/strong><strong>help?<\/strong>&nbsp;<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Orion Health has developed a\u00a0comprehensive pandemic\u00a0<strong>Outbreak Management solution<a aria-label=\"Outbreak Management Solution\u00a0 (opens in a new tab)\" href=\"https:\/\/orionhealth.com\/\/nz\/solutions\/outbreak-management-solution\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u00a0<\/a><\/strong>that provides a suite of modules that help to alleviate the demand on health systems.\u202f\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Our first module helps healthcare providers to identify and track specific patient cohorts.&nbsp;<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With the use of data science, our solution&nbsp;allows providers to identify and curate lists of patients both COVID-19 negative and positive who would benefit from active monitoring or care and tracking their ongoing progress.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Providers can use this information to maintain the visibility of patients who are presenting symptoms or those concerned they may have had exposure to the virus. Healthcare providers can complete proactive&nbsp;identification&nbsp;of&nbsp;high-risk&nbsp;patients&nbsp;from existing HIE data.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Reporting\u202fdashboards allow providers to\u202ftrack and\u202fdisplay\u202fthe\u202fstatus\u202fof COVID\u202fcases and report back to interested parties.\u202f\u202fHaving a platform to stratify patients according to risk is key to the success of any population health initiative.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As data is captured and new information is learnt, new algorithms can be used to further identify at-risk patients, and then, using machine learning, deployed and embedded into clinical practice inside our case and care management tools.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Population-level dashboards, such as those specific to COVID-19, can then be utilised to inform decision-makers on where the need is greatest. This approach will help with area lockdown and resource allocation to smooth out the COVID-19 curve and avoid unnecessary deaths due to an under-optimised health system. <\/p>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/orionhealth.com\/au\/contact\/\" target=\"_blank\" rel=\"noreferrer noopener\">Contact an expert<\/a><\/div>","protected":false},"excerpt":{"rendered":"<p>Globally, healthcare providers&nbsp;are turning to\u202fvirtual\u202fcare to address the impact of COVID-19\u202fon health systems.\u202fHealth systems are not only facing increased loads of COVID-related concerns, but they\u202fmust continue to&nbsp;manage their\u202f existing \u202fobligations. From inpatients to outpatients and those they manage in the community, healthcare providers and resources are strained at every level. Right across the board, every [&hellip;]<\/p>\n","protected":false},"author":35,"featured_media":2977,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[1],"tags":[44],"region":[25,23],"class_list":["post-2970","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-population-health-management","region-au","region-global"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Health systems strained at every level \u2013 the need for analytics and stratification during a pandemic - Orion Health<\/title>\n<meta name=\"description\" content=\"A\u00a0comprehensive pandemic\u00a0Outbreak Management solution\u00a0that provides a suite of modules that help to alleviate the demand on health systems.\u202f\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/orionhealth.com\/au\/blog\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Health systems strained at every level \u2013 the need for analytics and stratification during a pandemic - Orion Health\" \/>\n<meta property=\"og:description\" content=\"A\u00a0comprehensive pandemic\u00a0Outbreak Management solution\u00a0that provides a suite of modules that help to alleviate the demand on health systems.\u202f\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/orionhealth.com\/au\/blog\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\/\" \/>\n<meta property=\"og:site_name\" content=\"Orion Health\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/orionhealth\/\" \/>\n<meta property=\"article:published_time\" content=\"2020-04-03T04:12:25+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-10T02:38:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/orionhealth.com\/wp-content\/uploads\/GettyImages-938827598-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1708\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Orion Health\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@OrionHealth\" \/>\n<meta name=\"twitter:site\" content=\"@OrionHealth\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Orion Health\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/orionhealth.com\\\/au\\\/blog\\\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/orionhealth.com\\\/au\\\/blog\\\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\\\/\"},\"author\":{\"name\":\"Orion Health\",\"@id\":\"https:\\\/\\\/orionhealth.com\\\/uk\\\/#\\\/schema\\\/person\\\/ce954e65dfbb7173bc8fa8d8ac90f2ca\"},\"headline\":\"Health systems strained at every level \u2013 the need for analytics and stratification during a pandemic\",\"datePublished\":\"2020-04-03T04:12:25+00:00\",\"dateModified\":\"2024-06-10T02:38:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/orionhealth.com\\\/au\\\/blog\\\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\\\/\"},\"wordCount\":636,\"publisher\":{\"@id\":\"https:\\\/\\\/orionhealth.com\\\/uk\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/orionhealth.com\\\/au\\\/blog\\\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/orionhealth.com\\\/wp-content\\\/uploads\\\/GettyImages-938827598-scaled.jpg\",\"keywords\":[\"Population Health Management\"],\"articleSection\":[\"Blog\"],\"inLanguage\":\"en-AU\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/orionhealth.com\\\/au\\\/blog\\\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\\\/\",\"url\":\"https:\\\/\\\/orionhealth.com\\\/au\\\/blog\\\/health-systems-strained-at-every-level-the-need-for-analytics-and-stratification-during-a-pandemic\\\/\",\"name\":\"Health systems strained at every level \u2013 the need for analytics and stratification during a pandemic - 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