{"id":31490,"date":"2019-05-20T09:00:00","date_gmt":"2019-05-20T16:00:00","guid":{"rendered":"https:\/\/www.avawomen.com\/?p=31490"},"modified":"2019-11-07T13:23:05","modified_gmt":"2019-11-07T21:23:05","slug":"womens-health-data","status":"publish","type":"post","link":"http:\/\/www.avawomen.com\/avaworld\/womens-health-data\/","title":{"rendered":"Women&#8217;s Health Lacks Data\u2014Ava is Pioneering a Solution"},"content":{"rendered":"<p>We live in a world that is designed by and for men. Men\u2019s bodies have long been considered the de facto standard, while women\u2019s bodies are assumed to be just a smaller version.<\/p>\n<p>Because of this, female anatomy has been left out of decisions with far-reaching effects. Women\u2019s bodies have not been considered in topics as disparate as how sidewalks are designed or how medications are developed. From critical decisions about how consumer products are deemed safe to how our smartphones are built.<\/p>\n<p>Our society collects a lot of data\u2014but it is mostly data on men. This disparity, which has recently been dubbed the \u201cgender data gap\u201d has been getting a lot of attention lately. The topic has been covered in publications like <a href=\"https:\/\/www.vox.com\/future-perfect\/2019\/4\/17\/18308466\/invisible-women-pain-gender-data-gap-caroline-criado-perez\">Vox<\/a>,\u00a0<a href=\"https:\/\/www.theguardian.com\/science\/audio\/2019\/mar\/08\/gender-data-gap-and-a-world-built-for-men-science-weekly-podcast\">The Guardian<\/a>, and\u00a0<a href=\"https:\/\/www.scientificamerican.com\/article\/the-pitfalls-of-datas-gender-gap\/\">Scientific American<\/a>, to name a few.<\/p>\n<p>At first glance, it sounds like this gender data gap might just cause minor inconveniences: women\u2019s hands are too small for their phones, their feet don\u2019t reach the pedals in their cars. It&#8217;s unfortunate, perhaps, that Apple released a health app that allows users to track something as obscure as selenium intake but forgot to include any options for menstruation.<\/p>\n<p>But when you take a closer look, it becomes clear that this gap is dangerous for women.\u00a0Consider the fact that women are\u00a0<a href=\"https:\/\/crashstats.nhtsa.dot.gov\/Api\/Public\/ViewPublication\/811766\">17 percent more likely<\/a>\u00a0than men to die if they\u2019re in a car crash. (And they\u2019re\u00a0<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3222446\/\">47 percent more likely<\/a> to be seriously injured.) And when you narrow in to examine the gap in women\u2019s health, specifically, it\u2019s clear that women have long taken pills and undergone procedures that were tested on men, but may not be beneficial or even safe for women.<\/p>\n<p>The menstrual cycle, in particular, is still largely a great unknown; We are only beginning to understand how it impacts physical and mental health. The hormonal and physical variations within the menstrual cycle are a few of the reasons why some medical researchers haven\u2019t included women in clinical studies. According to <a href=\"https:\/\/www.theguardian.com\/books\/2019\/feb\/28\/invisible-women-by-caroline-criado-perez-review\"><em>Invisible Women<\/em><\/a>, a new book written by the British journalist and feminist activist, Caroline Criado Perez, medical researchers say that the female body is \u201ctoo hormonal and too complicated to measure.\u201d And one shocking example of the dangers that this presents is detailed in Perez&#8217;s book: a medication that was meant to prevent heart attacks was actually found to be more likely to trigger a heart attack during a certain point in a woman\u2019s menstrual cycle.<\/p>\n<p>And this is why at Ava, we are so incredibly passionate about closing this gap. Ava\u2019s vision as a company is that we become a long-term companion for women, giving them scientific and data-driven insights across all stages of their reproductive lives. We aim to do so through clinical research and artificial intelligence. \u200bAnd this month, we are proud to announce that our <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/30998226\">clinical study<\/a> on the menstrual cycle was published in a peer-reviewed medical journal. Our study provides unprecedented insights into the physiological changes that occur during the different phases of the menstrual cycle.<\/p>\n<p>According to the nonprofit,\u00a0<a href=\"https:\/\/womendeliver.org\/\">Women Deliver<\/a>,\u00a0\u201cThere is still a significant gender gap in health innovation. Some of the greatest challenges include limited gender-disaggregated data by disease leaving a dearth of information in the gender differences in diseases; a persistent gender gap in clinical studies \u2013 both in women participating in drug trials and in tracking the effect of certain drug innovations on women\u2019s lives.\u201d<\/p>\n<p>Humboldt University in Berlin also looked specifically at the issue of women being excluded from clinical studies and found that many studies do not even report the gender of the trial sample. Among those that did indicate the gender, \u201c<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/25048626\">19% of the studies had an underrepresentation of women<\/a> in both intervention and control groups.\u201d<\/p>\n<p>Another point here: even when data is collected for both men and women, it\u2019s often not disaggregated\u2014meaning it\u2019s not separated out into male versus female data and analyzed for differences.<\/p>\n<p>Ava specializes in advancing the scientific understanding of women\u2019s bodies and their health. We aim to understand the menstrual cycle in depth, not only so that we can develop products that will improve women\u2019s\u2019 lives, but also so that we can educate, empower, and arm women with critical information about their health.<\/p>\n<p>What our <a href=\"https:\/\/www.avawomen.com\/?p=31489&amp;preview=true\">clinical paper revealed<\/a> is that temperature is not the only physiological signal that changes during the menstrual cycle. In fact, we see changes in five different signals throughout the cycle, and by tracking those signals simultaneously, we can detect when a woman is fertile in real time. \u200b For a long time, the menstrual cycle has been understood as having only one signal\u2014temperature\u2014that changes throughout. But now, for the first time, we show that additional signals, collected simultaneously, are useful in fertility tracking.<\/p>\n<p>Why has it taken us so long to understand more about the other signals that also change along with temperature? The answer brings us back to that unquestioned assumption that has long persisted: the male body is the \u201cbase model\u201d and the female body is a variant. But algorithms and technology can also deepen our understanding of women\u2019s health and combat these biases. And at Ava, we aim to do just that. This study is a big step, but we are just scratching the surface on what we understand about women\u2019s reproductive health.<\/p>\n<p>We\u2019re determined to keep researching women\u2019s health, and refining our expertise on the menstrual cycle. We are committed to continuing our research and being transparent about what we find. And we\u2019ll remain steadfast to this vision until we live in a world where data collection and the scientific understanding of human health mirrors the population: equal parts women and men.<\/p>\n<div style=\"width: 900px;\" class=\"wp-video\"><!--[if lt IE 9]><script>document.createElement('video');<\/script><![endif]-->\n<video class=\"wp-video-shortcode\" id=\"video-31490-1\" width=\"900\" height=\"506\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/avablog-assets-production.s3.amazonaws.com\/wp-content\/uploads\/2019\/05\/190515_5_signs_of_fertility_80sec_EN.mp4?_=1\" \/><a href=\"https:\/\/avablog-assets-production.s3.amazonaws.com\/wp-content\/uploads\/2019\/05\/190515_5_signs_of_fertility_80sec_EN.mp4\">https:\/\/avablog-assets-production.s3.amazonaws.com\/wp-content\/uploads\/2019\/05\/190515_5_signs_of_fertility_80sec_EN.mp4<\/a><\/video><\/div>\n","protected":false},"excerpt":{"rendered":"<p>We live in a world that is designed by and for men. Men\u2019s bodies have [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":34869,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[900],"tags":[5136],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v17.3 (Yoast SEO v18.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Women&#039;s Health Lacks Data\u2014Ava is Pioneering a Solution<\/title>\n<meta name=\"description\" content=\"Our society collects a lot of data\u2014but it is mostly data on men. Find out how Ava&#039;s research is helping to close the \u201cgender data gap\u201d.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/www.avawomen.com\/avaworld\/womens-health-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Women&#039;s Health Lacks Data\u2014Ava is Pioneering a Solution\" \/>\n<meta property=\"og:description\" content=\"Our society collects a lot of data\u2014but it is mostly data on men. Find out how Ava&#039;s research is helping to close the \u201cgender data gap\u201d.\" \/>\n<meta property=\"og:url\" content=\"http:\/\/www.avawomen.com\/avaworld\/womens-health-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Ava\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/avabracelet\" \/>\n<meta property=\"article:published_time\" content=\"2019-05-20T16:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-11-07T21:23:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/avablog-assets-production.s3.amazonaws.com\/wp-offloaded-content\/wearablesensors-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1716\" \/>\n\t<meta property=\"og:image:height\" content=\"1120\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@avawomen\" \/>\n<meta name=\"twitter:site\" content=\"@avawomen\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Lindsay Meisel\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/#organization\",\"name\":\"Ava Women\",\"url\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/\",\"sameAs\":[\"https:\/\/www.facebook.com\/avabracelet\",\"https:\/\/instagram.com\/avawomen\/\",\"https:\/\/www.linkedin.com\/company\/ava-ag\",\"https:\/\/www.youtube.com\/channel\/UCZ1BceGFRgHo0kIZGaRWHsQ\",\"https:\/\/www.pinterest.com\/avawomen\/\",\"https:\/\/twitter.com\/avawomen\"],\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.avawomen.com\/avaworld\/wp-content\/uploads\/2015\/12\/Logo_Ava_black_violet_rgb1.png\",\"contentUrl\":\"https:\/\/www.avawomen.com\/avaworld\/wp-content\/uploads\/2015\/12\/Logo_Ava_black_violet_rgb1.png\",\"width\":300,\"height\":80,\"caption\":\"Ava Women\"},\"image\":{\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/#\/schema\/logo\/image\/\"}},{\"@type\":\"WebSite\",\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/#website\",\"url\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/\",\"name\":\"Ava\",\"description\":\"Fertility Tracker\",\"publisher\":{\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/womens-health-data\/#primaryimage\",\"url\":\"https:\/\/avablog-assets-production.s3.amazonaws.com\/wp-offloaded-content\/wearablesensors-1.jpg\",\"contentUrl\":\"https:\/\/avablog-assets-production.s3.amazonaws.com\/wp-offloaded-content\/wearablesensors-1.jpg\",\"width\":1716,\"height\":1120,\"caption\":\"ava clinical paper\"},{\"@type\":\"WebPage\",\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/womens-health-data\/#webpage\",\"url\":\"http:\/\/www.avawomen.com\/avaworld\/womens-health-data\/\",\"name\":\"Women's Health Lacks Data\u2014Ava is Pioneering a Solution\",\"isPartOf\":{\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/fr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\/\/www.avawomen.com\/avaworld\/womens-health-data\/#primaryimage\"},\"datePublished\":\"2019-05-20T16:00:00+00:00\",\"dateModified\":\"2019-11-07T21:23:05+00:00\",\"description\":\"Our society collects a lot of data\u2014but it is mostly data on men. 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